diff --git a/docs/source/escher/Gird.ipynb b/docs/source/escher/Gird.ipynb new file mode 100644 index 00000000..4143a0f3 --- /dev/null +++ b/docs/source/escher/Gird.ipynb @@ -0,0 +1,121 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "767b3708-3165-41af-829b-cd59916f024c", + "metadata": {}, + "source": [ + "# Escher Map" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "bce239f7-e14a-44d3-a7d1-5af668db05c4", + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "import modelseedpy_escher\n", + "import modelseedpy_escher.io" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c16f029e-2adc-4fcf-aec3-bfc79ddfaaa6", + "metadata": {}, + "outputs": [], + "source": [ + "em_data = None\n", + "with open('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_mapped.core.json', 'r') as fh:\n", + " em_data = json.load(fh)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1a5f01d6-5b83-46e9-b719-a331b4d7d194", + "metadata": {}, + "outputs": [], + "source": [ + "em = modelseed_escher.core.EscherMap(em_data)\n", + "cpd_remap = {}\n", + "rxn_remap = {}\n", + "for o in em_data[1]['nodes']:\n", + " n = em_data[1]['nodes'][o]\n", + " if n['node_type'] == 'metabolite':\n", + " cpd_remap[n['bigg_id']] = n['bigg_id'] + '1'\n", + "for o in em_data[1]['reactions']:\n", + " n = em_data[1]['reactions'][o]\n", + " rxn_remap[n['bigg_id']] = n['bigg_id'] + '1'\n", + "em.swap_ids(cpd_remap, rxn_remap)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "57c4eadb-4388-4202-a551-89ae4d1aab00", + "metadata": {}, + "outputs": [], + "source": [ + "with open('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_mapped.core_1.json', 'w') as fh:\n", + " fh.write(json.dumps(em_data))" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "4e7b0ce7-d85b-4478-ab49-8e1a91d063d8", + "metadata": {}, + "outputs": [], + "source": [ + "em1 = modelseedpy_escher.io.load_json_map('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_mapped.core_0.json')\n", + "em2 = modelseedpy_escher.io.load_json_map('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_mapped.core_1.json')" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "843bd680-a9a4-45f8-9474-c212a017d641", + "metadata": {}, + "outputs": [], + "source": [ + "grid = modelseedpy_escher.EscherGrid()\n", + "master = grid.build([em1, em2], (2, 1))" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "5990b447-b6d4-4268-9540-391b39c318f6", + "metadata": {}, + "outputs": [], + "source": [ + "with open('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_mapped.core_1_0.json', 'w') as fh:\n", + " fh.write(json.dumps(master.escher_data))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/source/escher/Index.ipynb b/docs/source/escher/Index.ipynb new file mode 100644 index 00000000..7314f72d --- /dev/null +++ b/docs/source/escher/Index.ipynb @@ -0,0 +1,46 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Escher Visualization" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The modelseedpy-escher integrates Escher with SEED Metabolic Models" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* [Here is an example](Gird.ipynb)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/source/flux_analysis/FBAExampleNotebook.ipynb b/docs/source/flux_analysis/FBAExampleNotebook.ipynb new file mode 100644 index 00000000..b8493033 --- /dev/null +++ b/docs/source/flux_analysis/FBAExampleNotebook.ipynb @@ -0,0 +1,466 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Standard FBA example" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.8\n" + ] + } + ], + "source": [ + "import cobra\n", + "from cobra.flux_analysis import (\n", + " single_gene_deletion, single_reaction_deletion, double_gene_deletion,\n", + " double_reaction_deletion)\n", + "from cobra.flux_analysis.parsimonious import pfba\n", + "import cobrakbase\n", + "import escher\n", + "from escher import Builder\n", + "from modelseedpy import MSPackageManager,FBAHelper" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 0.1680011696126881

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd00009_e0EX_cpd00009_e00.162100.00%
cpd00013_e0EX_cpd00013_e01.81400.00%
cpd00027_e0EX_cpd00027_e056100.00%
cpd00030_e0EX_cpd00030_e00.000116100.00%
cpd00034_e0EX_cpd00034_e05.729E-0500.00%
cpd00048_e0EX_cpd00048_e00.0423100.00%
cpd00058_e0EX_cpd00058_e00.000119100.00%
cpd00063_e0EX_cpd00063_e00.000874400.00%
cpd00099_e0EX_cpd00099_e00.000874400.00%
cpd00149_e0EX_cpd00149_e04.2E-0600.00%
cpd00205_e0EX_cpd00205_e00.0327900.00%
cpd00244_e0EX_cpd00244_e05.426E-0500.00%
cpd00254_e0EX_cpd00254_e00.00145700.00%
cpd10515_e0EX_cpd10515_e00.00138700.00%
cpd10516_e0EX_cpd10516_e00.00131200.00%
cpd11574_e0EX_cpd11574_e01.176E-0600.00%

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
cpd01042_c0DM_cpd01042_c0-3.746E-0570.00%
cpd15380_c0DM_cpd15380_c0-0.000112750.00%
cpd00001_e0EX_cpd00001_e0-0.798500.00%
cpd00029_e0EX_cpd00029_e0-3.722232.22%
cpd00036_e0EX_cpd00036_e0-0.0560540.97%
cpd00047_e0EX_cpd00047_e0-8.048134.83%
cpd00067_e0EX_cpd00067_e0-13.4300.00%
cpd00116_e0EX_cpd00116_e0-3.36E-0710.00%
cpd00363_e0EX_cpd00363_e0-3.693231.97%
cpd02701_c0SK_cpd02701_c0-3.36E-07150.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "kbase_api = cobrakbase.KBaseAPI()\n", + "model = kbase_api.get_from_ws(\"E_iML1515.kb\",40576)\n", + "media = kbase_api.get_from_ws(\"Btheta_Ecoli_minimal_media\",40576)\n", + "pkgmgr = MSPackageManager.get_pkg_mgr(model)\n", + "pkgmgr.getpkg(\"KBaseMediaPkg\").build_package(media)\n", + "FBAHelper.set_objective_from_target_reaction(model, \"bio1\")\n", + "solution=model.optimize()\n", + "model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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growthstatus
ids
(b1123)0.168001optimal
(b1134)0.168001optimal
(b0158)0.168001optimal
(b0775)0.000000optimal
(b1683)0.168001optimal
.........
(b4386)0.168001optimal
(b0867)0.168001optimal
(b1463)0.168001optimal
(b0688)0.168001optimal
(b1475)0.168001optimal
\n", + "

1515 rows × 2 columns

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" + ], + "text/plain": [ + " growth status\n", + "ids \n", + "(b1123) 0.168001 optimal\n", + "(b1134) 0.168001 optimal\n", + "(b0158) 0.168001 optimal\n", + "(b0775) 0.000000 optimal\n", + "(b1683) 0.168001 optimal\n", + "... ... ...\n", + "(b4386) 0.168001 optimal\n", + "(b0867) 0.168001 optimal\n", + "(b1463) 0.168001 optimal\n", + "(b0688) 0.168001 optimal\n", + "(b1475) 0.168001 optimal\n", + "\n", + "[1515 rows x 2 columns]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "deletion_results = cobra.flsingle_gene_deletion(model)\n", + "deletion_results" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "d30ab0c86c3544b890993baee65b5198", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Builder(reaction_data={'34dhpactex_e0': 0.0, 'GUAtex_e0': 0.0, 'rxn01256_c0': 0.05432889023402956, 'rxn00411_c…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "file = open('CentralCarbon.json',)\n", + "ccmap = file.read()\n", + "builder = Builder(map_json=ccmap)\n", + "builder.reaction_scale=[\n", + " { \"type\": 'value', \"value\": 0, \"color\": '#dcdcdc', \"size\": 10 },\n", + " { \"type\": 'value', \"value\": 0.000001, \"color\": '#9696ff', \"size\": 25 },\n", + " { \"type\": 'value', \"value\": 1, \"color\": '#ff0000', \"size\": 35 },\n", + " { \"type\": 'value', \"value\": 20, \"color\": '#209123', \"size\": 50 },\n", + " ]\n", + "builder.model = model\n", + "builder.reaction_data = solution.fluxes\n", + "builder" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/source/flux_analysis/FlexibleBiomass.ipynb b/docs/source/flux_analysis/FlexibleBiomass.ipynb new file mode 100644 index 00000000..2dc13746 --- /dev/null +++ b/docs/source/flux_analysis/FlexibleBiomass.ipynb @@ -0,0 +1,428 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# FlexibleBiommassPkg example" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "import cobra\n", + "from cobra import Model, Reaction, Metabolite\n", + "import pandas as pd\n", + "import cplex\n", + "import optlang\n", + "import math\n", + "import json\n", + "import sys\n", + "from cobra.flux_analysis.parsimonious import pfba\n", + "import cobrakbase\n", + "sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", + "#import modelseedpy.fbapkg\n", + "from modelseedpy import FlexibleBiomassPkg, ElementUptakePkg, KBaseMediaPkg\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "rna:cpd00052_c0:480.13250600000003:-12.483445156:-0.026\n", + "rna:cpd00038_c0:520.156606:-26.007516912:-0.026\n", + "rna:cpd00062_c0:481.117266:-38.997683093999996:-0.027\n", + "rna:cpd00012_x0:174.951264:-25.176533237999994:0.079\n", + "rna:cpd00001_d1:18.01528:-23.753326117999993:0.079\n", + "dna:cpd00115_c0:488.157806:-14.644734179999999:-0.03\n", + "dna:cpd00356_c0:464.133106:-26.712194935999996:-0.026\n", + "dna:cpd00241_c0:504.157206:-39.820282291999995:-0.026\n", + "dna:cpd00357_c0:479.144446:-54.194615672:-0.03\n", + 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IN_FLUXESOUT_FLUXESOBJECTIVES
IDFLUXIDFLUXIDFLUX
0cpd00076_e05.000000cpd00001_e08.212613bio13.142214
1cpd00013_e03.199010cpd00067_e04.180729NaNNaN
2cpd19001_c02.356661cpd11416_c03.142214NaNNaN
3cpd00014_c01.805202cpd00007_e02.685331NaNNaN
4cpd00205_e01.688155cpd00163_c01.602566NaNNaN
5cpd00009_e01.388617cpd00205_c00.723495NaNNaN
6cpd00604_c01.296163cpd00099_c00.494899NaNNaN
7cpd00099_e01.154764cpd00080_c00.306366NaNNaN
8cpd00214_c00.775341cpd00012_x00.263946NaNNaN
9cpd30321_c00.535198NaNNaNNaNNaN
10cpd11632_e00.319930NaNNaNNaNNaN
11cpd00048_e00.247965NaNNaNNaNNaN
12cpd00331_c00.202673NaNNaNNaNNaN
13cpd01059_c00.179106NaNNaNNaNNaN
14cpd00032_c00.178399NaNNaNNaNNaN
15cpd00159_c00.091910NaNNaNNaNNaN
16cpd16443_c00.088846NaNNaNNaNNaN
17cpd00130_c00.087196NaNNaNNaNNaN
\n", + "
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "kbase_api = cobrakbase.KBaseAPI(token = \"5YAOMNFB7XOEKBKHRHJB4AIZSQ2EJGA5\")\n", + "\n", + "model = kbase_api.get_from_ws(\"C4_Calvin_Zmays_Model\",25427)\n", + "#model = kbase_api.get_from_ws(\"E_iML1515.kb\",40576)\n", + "model.solver = 'optlang-cplex'\n", + "\n", + "#Applying uptake limit to total carbon uptake by model\n", + "eup = ElementUptakePkg(model)\n", + "eup.build_package({\"C\":60})\n", + "#Applying constraints based on KBase media\n", + "#media = kbase_api.get_from_ws(\"Btheta_Ecoli_minimal_media\",40576)\n", + "kmp = KBaseMediaPkg(model)\n", + "#kmp.build_package(media)\n", + "kmp.build_package(None)\n", + "#Applying flexible biomass constraints\n", + "fbp = FlexibleBiomassPkg(model)\n", + "fbp.build_package({\"bio_rxn_id\":\"bio1\",\"use_rna_class\":[-0.75,0.75],\n", + " \"use_dna_class\":[-0.75,0.75],\n", + " \"use_protein_class\":[-0.1052,-0.1052],\n", + " \"use_energy_class\":[-0.1,0.1]})\n", + "#Setting the objective to biomass\n", + "biomass_objective = model.problem.Objective(\n", + " 1 * model.reactions.bio1.flux_expression,\n", + " direction='max')\n", + "model.objective = biomass_objective\n", + "#Printing LP file\n", + "with open('FlexibleBiomass.lp', 'w') as out:\n", + " out.write(str(model.solver))\n", + "#Solving\n", + "sol=model.optimize()\n", + "model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "FLEX_cpd00201_c0:-3.450255666989782e-05\n", + "FLEX_cpd24604_c0:-4.022719611736966e-06\n", + "FLEX_cpd03445_c0:-3.450255666989782e-05\n", + "FLEX_cpd24682_c0:-4.022719611736965e-05\n", + "FLEX_cpd00035_c0:0.0794779544089827\n", + "FLEX_cpd00017_c0:-3.450255666989782e-05\n", + "FLEX_cpd00051_c0:-0.04576493382288079\n", + "FLEX_cpd00132_c0:0.03729602600027901\n", + "FLEX_cpd00041_c0:0.03729602600027901\n", + "FLEX_cpd00104_c0:-3.0943997013361277e-07\n", + "FLEX_cpd00063_c0:0.0008053175222727272\n", + "FLEX_cpd00099_c0:0.0008053175222727272\n", + "FLEX_cpd00010_c0:-8.911871139848047e-05\n", + "FLEX_cpd00149_c0:3.86799962667016e-06\n", + "FLEX_cpd00052_c0:0.020656355766299185\n", + "FLEX_cpd00058_c0:0.00010969646941236572\n", + "FLEX_cpd00084_c0:-0.014169256232418128\n", + "FLEX_cpd00115_c0:-0.0040484031292580555\n", + "FLEX_cpd00356_c0:0.004180069836549908\n", + "FLEX_cpd00241_c0:-0.004180069836549908\n", + "FLEX_cpd00015_c0:-3.450255666989782e-05\n", + "FLEX_cpd10515_c0:0.0010389446997236048\n", + "FLEX_cpd10516_c0:0.0012080536434016242\n", + "FLEX_cpd00053_c0:0.040716111270180766\n", + "FLEX_cpd00023_c0:0.040716111270180766\n", + "FLEX_cpd00033_c0:-0.09478734221135812\n", + "FLEX_cpd00038_c0:-0.023642791862056332\n", + "FLEX_cpd00119_c0:-0.014657861945259103\n", + "FLEX_cpd00322_c0:-0.044950642541474184\n", + "FLEX_cpd00205_c0:0.030200258045145142\n", + "FLEX_cpd03586_e0:0.003010232029459785\n", + "FLEX_cpd00107_c0:0.06970614959213335\n", + "FLEX_cpd00039_c0:0.05309386479551034\n", + "FLEX_cpd00060_c0:-0.023778295624977203\n", + "FLEX_cpd00254_c0:0.0013421958704545453\n", + "FLEX_cpd00125_c0:-3.450255666989782e-05\n", + "FLEX_cpd00030_c0:0.00010691150968116322\n", + "FLEX_cpd11574_c0:1.0830398954676446e-06\n", + "FLEX_cpd15514_p0:-0.0021496794725182075\n", + "FLEX_cpd00003_c0:-0.00028329229265732246\n", + "FLEX_cpd00006_c0:-6.915983332486246e-05\n", + "FLEX_cpd00013_c0:0.0020133711656743518\n", + "FLEX_cpd00244_c0:4.997455517657846e-05\n", + "FLEX_cpd15531_p0:0.009873301127053181\n", + "FLEX_cpd15532_p0:0.011637108956814775\n", + "FLEX_cpd00066_c0:-0.028664198033401884\n", + "FLEX_cpd00028_c0:-3.450255666989782e-05\n", + "FLEX_cpd00129_c0:-0.03420162629894288\n", + "FLEX_cpd00016_c0:3.450255666989782e-05\n", + "FLEX_cpd00220_c0:-3.450255666989782e-05\n", + "FLEX_cpd00054_c0:0.03338733501753628\n", + "FLEX_cpd00557_c0:-3.450255666989782e-05\n", + "FLEX_cpd00048_c0:0.000671175295219806\n", + "FLEX_cpd00078_c0:-1.5162558536547025e-05\n", + "FLEX_cpd00087_c0:-3.450255666989782e-05\n", + "FLEX_cpd00056_c0:-3.450255666989782e-05\n", + "FLEX_cpd00161_c0:-0.018206546111615842\n", + "FLEX_cpd00065_c0:-0.008794748111152474\n", + "FLEX_cpd00069_c0:-0.02133526706077233\n", + "FLEX_cpd25775_c0:-8.509599178674351e-06\n", + "FLEX_cpd00034_c0:5.275951490778098e-05\n", + "rna_flex:-0.15471998506680637\n", + "dna_flex:0.010314665671120425\n", + "protein_flex:0.02475519761068902\n", + "energy_flex:-0.0412586626844817\n" + ] + } + ], + "source": [ + "for reaction in fbp.new_reactions:\n", + " print(reaction+\":\"+str(fbp.new_reactions[reaction].forward_variable.primal-fbp.new_reactions[reaction].reverse_variable.primal))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Flux Analysis/FullThermodynamicsExample.ipynb b/docs/source/flux_analysis/FullThermodynamicsExample.ipynb similarity index 97% rename from examples/Flux Analysis/FullThermodynamicsExample.ipynb rename to docs/source/flux_analysis/FullThermodynamicsExample.ipynb index 776c4933..72363272 100644 --- a/examples/Flux Analysis/FullThermodynamicsExample.ipynb +++ b/docs/source/flux_analysis/FullThermodynamicsExample.ipynb @@ -1,1381 +1,1390 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n" - ] - } - ], - "source": [ - "# define the environment path \n", - "import os\n", - "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", - "os.environ[\"HOME\"] = local_cobrakbase_path\n", - "\n", - "# import the models\n", - "import cobrakbase\n", - "token = 'WE6CHYRDTJSGOHFIDGPE7WYFT6PRPXJL'\n", - "kbase_api = cobrakbase.KBaseAPI(token)\n", - "\n", - "#Put the path to ModelSEEDpy on your machine here\n", - "# import sys\n", - "# sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", - "#import modelseedpy.fbapkg\n", - "from modelseedpy import KBaseMediaPkg, FullThermoPkg\n", - "from modelseedpy import FBAHelper\n" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n" - ] - }, - { - "data": { - "text/html": [ - "

Objective

1.0 bio1 = 26.513845730068834

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
arabttr_e0EX_arabttr_e08.76400.00%
cpd00001_e0EX_cpd00001_e010000.00%
cpd00007_e0EX_cpd00007_e010000.00%
cpd00009_e0EX_cpd00009_e044.1100.00%
cpd00028_e0EX_cpd00028_e00.1238340.04%
cpd00030_e0EX_cpd00030_e00.123800.00%
cpd00034_e0EX_cpd00034_e00.123800.00%
cpd00039_e0EX_cpd00039_e08.84460.46%
cpd00047_e0EX_cpd00047_e030.9910.27%
cpd00063_e0EX_cpd00063_e00.123800.00%
cpd00065_e0EX_cpd00065_e0100119.64%
cpd00076_e0EX_cpd00076_e01001210.51%
cpd00084_e0EX_cpd00084_e02.60730.07%
cpd00104_e0EX_cpd00104_e00.1238100.01%
cpd00106_e0EX_cpd00106_e052.1241.83%
cpd00108_e0EX_cpd00108_e01.30260.07%
cpd00119_e0EX_cpd00119_e010065.26%
cpd00122_e0EX_cpd00122_e04.90480.34%
cpd00149_e0EX_cpd00149_e00.123800.00%
cpd00159_e0EX_cpd00159_e010032.63%
cpd00166_e0EX_cpd00166_e00.1238720.08%
cpd00179_e0EX_cpd00179_e082.65128.69%
cpd00182_e0EX_cpd00182_e0100108.76%
cpd00205_e0EX_cpd00205_e00.123800.00%
cpd00218_e0EX_cpd00218_e00.247560.01%
cpd00220_e0EX_cpd00220_e00.2475170.04%
cpd00221_e0EX_cpd00221_e010032.63%
cpd00224_e0EX_cpd00224_e010054.38%
cpd00254_e0EX_cpd00254_e00.123800.00%
cpd00263_e0EX_cpd00263_e00.123880.01%
cpd00280_e0EX_cpd00280_e02.60460.14%
cpd00305_e0EX_cpd00305_e00.1238120.01%
cpd00311_e0EX_cpd00311_e06.167100.54%
cpd00322_e0EX_cpd00322_e011.4460.60%
cpd00363_e0EX_cpd00363_e010021.75%
cpd00367_e0EX_cpd00367_e010097.88%
cpd00393_e0EX_cpd00393_e00.3713190.06%
cpd00396_e0EX_cpd00396_e01.30260.07%
cpd00644_e0EX_cpd00644_e00.247590.02%
cpd00654_e0EX_cpd00654_e095.4997.53%
cpd00971_e0EX_cpd00971_e00.123800.00%
cpd10515_e0EX_cpd10515_e00.247500.00%
cpd11591_e0EX_cpd11591_e097.7976.00%
cpd11640_e0EX_cpd11640_e010000.00%
cpd15500_e0EX_cpd15500_e00.1238510.06%
cpd15551_e0EX_cpd15551_e05.71270.35%
cpd15605_e0EX_cpd15605_e0100119.64%
cpd15606_e0EX_cpd15606_e0100119.64%
cps_bt_e0EX_cps_bt_e00.123800.00%
galam_e0EX_galam_e010000.00%
glyasn_e0EX_glyasn_e010000.00%
hspg_degr_11_e0EX_hspg_degr_11_e010000.00%
hspg_degr_6_e0EX_hspg_degr_6_e010000.00%
leuleu_e0EX_leuleu_e057.7900.00%
lps_bt_e0EX_lps_bt_e00.515700.00%
pe_cer1_bt_e0EX_pe_cer1_bt_e00.123800.00%
pect_e0EX_pect_e00.512800.00%
phearg_e0EX_phearg_e010000.00%
sphmyln_bt_e0EX_sphmyln_bt_e00.123800.00%

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
arabinan101_e0EX_arabinan101_e0-1.30200.00%
argarg_e0EX_argarg_e0-46.1200.00%
cpd00011_e0EX_cpd00011_e0-10010.73%
cpd00013_e0EX_cpd00013_e0-10000.00%
cpd00020_e0EX_cpd00020_e0-10032.20%
cpd00027_e0EX_cpd00027_e0-10064.41%
cpd00029_e0EX_cpd00029_e0-10021.47%
cpd00033_e0EX_cpd00033_e0-10021.47%
cpd00035_e0EX_cpd00035_e0-10032.20%
cpd00036_e0EX_cpd00036_e0-10042.94%
cpd00041_e0EX_cpd00041_e0-10042.94%
cpd00053_e0EX_cpd00053_e0-10053.67%
cpd00054_e0EX_cpd00054_e0-10032.20%
cpd00060_e0EX_cpd00060_e0-93.753.44%
cpd00066_e0EX_cpd00066_e0-95.2196.30%
cpd00067_e0EX_cpd00067_e0-10000.00%
cpd00069_e0EX_cpd00069_e0-96.4496.38%
cpd00082_e0EX_cpd00082_e0-10064.41%
cpd00092_e0EX_cpd00092_e0-94.2542.77%
cpd00105_e0EX_cpd00105_e0-10053.67%
cpd00107_e0EX_cpd00107_e0-10064.41%
cpd00116_e0EX_cpd00116_e0-10010.73%
cpd00117_e0EX_cpd00117_e0-10032.20%
cpd00132_e0EX_cpd00132_e0-93.7842.76%
cpd00141_e0EX_cpd00141_e0-55.0231.21%
cpd00156_e0EX_cpd00156_e0-13.7750.51%
cpd00161_e0EX_cpd00161_e0-93.4642.75%
cpd00164_e0EX_cpd00164_e0-10064.41%
cpd00249_e0EX_cpd00249_e0-92.8496.14%
cpd00276_e0EX_cpd00276_e0-10064.41%
cpd00430_e0EX_cpd00430_e0-10085.88%
cpd00438_e0EX_cpd00438_e0-94.25106.93%
cpd15836_e0EX_cpd15836_e0-97.5496.45%
hspg_degr_12_e0EX_hspg_degr_12_e0-10000.00%
indlac_e0EX_indlac_e0-98.5400.00%
unsdigalur_e0EX_unsdigalur_e0-10000.00%
cpd11416_c0SK_cpd11416_c0-26.5100.00%
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model = kbase_api.get_from_ws(\"E_iAH991V2\",40576)\n", - "model.solver = 'glpk'\n", - "kmp = KBaseMediaPkg(model)\n", - "kmp.build_package(None)\n", - "FBAHelper.set_objective_from_target_reaction(model,\"bio1\")\n", - "sol=model.optimize()\n", - "model.summary()\n" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "12ethd_e0 has no modelseed ID!\n", - "12ethd_c0 has no modelseed ID!\n", - "2ameph_c0 has no modelseed ID!\n", - "pald_c0 has no modelseed ID!\n", - "2fuclac_e0 has no modelseed ID!\n", - "cpd11493_c0 has modelseed ID cpd11493 but does not have a valid deltaG!\n", - "2mbutACP_c0 has no modelseed ID!\n", - "2mmal_c0 has no modelseed ID!\n", - "2mmale_c0 has no modelseed ID!\n", - "e3mmal_c0 has no modelseed ID!\n", - "3fuclac_e0 has no modelseed ID!\n", - "3hgACPm_c0 has no modelseed ID!\n", - "egACPm_c0 has no modelseed ID!\n", - "3hpACPm_c0 has no modelseed ID!\n", - "epACPm_c0 has no modelseed ID!\n", - "cpd11482_c0 has modelseed ID cpd11482 but does not have a valid deltaG!\n", - "cpd11475_c0 has modelseed ID cpd11475 but does not have a valid deltaG!\n", - "10m3hundecACP_c0 has no modelseed ID!\n", - "10mtundec2eACP_c0 has no modelseed ID!\n", - "10m3hddcaACP_c0 has no modelseed ID!\n", - "10mtddec2eACP_c0 has no modelseed ID!\n", - "11m3hddcaACP_c0 has no modelseed ID!\n", - "11mtddec2eACP_c0 has no modelseed ID!\n", - "cpd11480_c0 has modelseed ID cpd11480 but does not have a valid deltaG!\n", - "cpd11469_c0 has modelseed ID cpd11469 but does not have a valid deltaG!\n", - "cpd15366_c0 has modelseed ID cpd15366 but does not have a valid deltaG!\n", - "cpd15569_c0 has modelseed ID cpd15569 but does not have a valid deltaG!\n", - "12m3htridecACP_c0 has no modelseed ID!\n", - "12mttritec2eACP_c0 has no modelseed ID!\n", - "12m3hmyrsACP_c0 has no modelseed ID!\n", - "12mtmrs2eACP_c0 has no modelseed ID!\n", - "13m3hmyrsACP_c0 has no modelseed ID!\n", - "13mtmrs2eACP_c0 has no modelseed ID!\n", - "cpd11484_c0 has modelseed ID cpd11484 but does not have a valid deltaG!\n", - "cpd11467_c0 has modelseed ID cpd11467 but does not have a valid deltaG!\n", - "cpd15368_c0 has modelseed ID cpd15368 but does not have a valid deltaG!\n", - "cpd15570_c0 has modelseed ID cpd15570 but does not have a valid deltaG!\n", - "14m3hpentdecACP_c0 has no modelseed ID!\n", - "14mtpentdec2eACP_c0 has no modelseed ID!\n", - "14m3hpalmACP_c0 has no modelseed ID!\n", - "14mtpalm2eACP_c0 has no modelseed ID!\n", - "15m3hpalmACP_c0 has no modelseed ID!\n", - "15mtpalm2eACP_c0 has no modelseed ID!\n", - "cpd11481_c0 has modelseed ID cpd11481 but does not have a valid deltaG!\n", - "cpd11477_c0 has modelseed ID cpd11477 but does not have a valid deltaG!\n", - "cpd15369_c0 has modelseed ID cpd15369 but does not have a valid deltaG!\n", - "cpd15571_c0 has modelseed ID cpd15571 but does not have a valid deltaG!\n", - "cpd15371_c0 has modelseed ID cpd15371 but does not have a valid deltaG!\n", - "cpd15572_c0 has modelseed ID cpd15572 but does not have a valid deltaG!\n", - "cpd15370_c0 has modelseed ID cpd15370 but does not have a valid deltaG!\n", - "cpd15568_c0 has modelseed ID cpd15568 but does not have a valid deltaG!\n", - "cpd11836_c0 has modelseed ID cpd11836 but does not have a valid deltaG!\n", - "cpd11465_c0 has modelseed ID cpd11465 but does not have a valid deltaG!\n", - "4m3hpentACP_c0 has no modelseed ID!\n", - "4mtpent2eACP_c0 has no modelseed ID!\n", - "4m3hhexACP_c0 has no modelseed ID!\n", - "4mthex2eACP_c0 has no modelseed ID!\n", - "5m3hhexACP_c0 has no modelseed ID!\n", - "5mthex2eACP_c0 has no modelseed ID!\n", - "cpd11479_c0 has modelseed ID cpd11479 but does not have a valid deltaG!\n", - "cpd11473_c0 has modelseed ID cpd11473 but does not have a valid deltaG!\n", - "6m3hheptACP_c0 has no modelseed ID!\n", - "6mthept2eACP_c0 has no modelseed ID!\n", - "6m3hocACP_c0 has no modelseed ID!\n", - "6mtoct2eACP_c0 has no modelseed ID!\n", - "7m3hocACP_c0 has no modelseed ID!\n", - "7mtoct2eACP_c0 has no modelseed ID!\n", - "cpd11483_c0 has modelseed ID cpd11483 but does not have a valid deltaG!\n", - "cpd11471_c0 has modelseed ID cpd11471 but does not have a valid deltaG!\n", - "8m3hdcaACP_c0 has no modelseed ID!\n", - "8mtdec2eACP_c0 has no modelseed ID!\n", - "8m3hnonACP_c0 has no modelseed ID!\n", - "8mtnon2eACP_c0 has no modelseed ID!\n", - "9m3hdcaACP_c0 has no modelseed ID!\n", - "9mtdec2eACP_c0 has no modelseed ID!\n", - "3ogACPm_c0 has no modelseed ID!\n", - "3opACPm_c0 has no modelseed ID!\n", - "cpd11487_c0 has modelseed ID cpd11487 but does not have a valid deltaG!\n", - "10m3oundecACP_c0 has no modelseed ID!\n", - "10m3oddcaACP_c0 has no modelseed ID!\n", - "11m3oddcaACP_c0 has no modelseed ID!\n", - "cpd11489_c0 has modelseed ID cpd11489 but does not have a valid deltaG!\n", - "cpd15373_c0 has modelseed ID cpd15373 but does not have a valid deltaG!\n", - "12m3otridecACP_c0 has no modelseed ID!\n", - "12m3omyrsACP_c0 has no modelseed ID!\n", - "13m3omyrsACP_c0 has no modelseed ID!\n", - "cpd11491_c0 has modelseed ID cpd11491 but does not have a valid deltaG!\n", - "cpd15374_c0 has modelseed ID cpd15374 but does not have a valid deltaG!\n", - "14m3opentdecACP_c0 has no modelseed ID!\n", - "14m3opalmACP_c0 has no modelseed ID!\n", - "15m3opalmACP_c0 has no modelseed ID!\n", - "cpd11485_c0 has modelseed ID cpd11485 but does not have a valid deltaG!\n", - "cpd15375_c0 has modelseed ID cpd15375 but does not have a valid deltaG!\n", - "cpd15377_c0 has modelseed ID cpd15377 but does not have a valid deltaG!\n", - "cpd15376_c0 has modelseed ID cpd15376 but does not have a valid deltaG!\n", - "cpd11488_c0 has modelseed ID cpd11488 but does not have a valid deltaG!\n", - "4m3opentACP_c0 has no modelseed ID!\n", - "4m3ohexACP_c0 has no modelseed ID!\n", - "5m3ohexACP_c0 has no modelseed ID!\n", - "cpd11486_c0 has modelseed ID cpd11486 but does not have a valid deltaG!\n", - "6m3oheptACP_c0 has no modelseed ID!\n", - "6m3oocACP_c0 has no modelseed ID!\n", - "7m3oocACP_c0 has no modelseed ID!\n", - "cpd11490_c0 has modelseed ID cpd11490 but does not have a valid deltaG!\n", - "8m3odcaACP_c0 has no modelseed ID!\n", - "8m3ononACP_c0 has no modelseed ID!\n", - "9m3odcaACP_c0 has no modelseed ID!\n", - "cpd11492_c0 has modelseed ID cpd11492 but does not have a valid deltaG!\n", - "cpd11470_c0 has modelseed ID cpd11470 but does not have a valid deltaG!\n", - "10mundecACP_c0 has no modelseed ID!\n", - "10mddcaACP_c0 has no modelseed ID!\n", - "11mddcaACP_c0 has no modelseed ID!\n", - "cpd11474_c0 has modelseed ID cpd11474 but does not have a valid deltaG!\n", - "cpd15416_c0 has modelseed ID cpd15416 but does not have a valid deltaG!\n", - "12mtridecACP_c0 has no modelseed ID!\n", - "12mmyrsACP_c0 has no modelseed ID!\n", - "13mmyrsACP_c0 has no modelseed ID!\n", - "cpd11468_c0 has modelseed ID cpd11468 but does not have a valid deltaG!\n", - "cpd15415_c0 has modelseed ID cpd15415 but does not have a valid deltaG!\n", - "cpd11466_c0 has modelseed ID cpd11466 but does not have a valid deltaG!\n", - "cpd15294_c0 has modelseed ID cpd15294 but does not have a valid deltaG!\n", - "cpd15277_c0 has modelseed ID cpd15277 but does not have a valid deltaG!\n", - "cpd15239_c0 has modelseed ID cpd15239 but does not have a valid deltaG!\n", - "2mpropACP_c0 has no modelseed ID!\n", - "3mbutACP_c0 has no modelseed ID!\n", - "4mpentACP_c0 has no modelseed ID!\n", - "4mhexACP_c0 has no modelseed ID!\n", - "5mhexACP_c0 has no modelseed ID!\n", - "cpd11464_c0 has modelseed ID cpd11464 but does not have a valid deltaG!\n", - "6mheptACP_c0 has no modelseed ID!\n", - "6mocACP_c0 has no modelseed ID!\n", - "7mocACP_c0 has no modelseed ID!\n", - "cpd11472_c0 has modelseed ID cpd11472 but does not have a valid deltaG!\n", - "8mdcaACP_c0 has no modelseed ID!\n", - "8mnonACP_c0 has no modelseed ID!\n", - "9mdcaACP_c0 has no modelseed ID!\n", - "7ocholate_c0 has no modelseed ID!\n", - "cpd00971_c0 has modelseed ID cpd00971 but does not have a valid deltaG!\n", - "7ocholate_e0 has no modelseed ID!\n", - "cpd00971_e0 has modelseed ID cpd00971 but does not have a valid deltaG!\n", - "acgal6p_c0 has no modelseed ID!\n", - "kdnp_c0 has no modelseed ID!\n", - "cpd15522_c0 has modelseed ID cpd15522 but does not have a valid deltaG!\n", - "cpd15327_c0 has modelseed ID cpd15327 but does not have a valid deltaG!\n", - "cpd15524_c0 has modelseed ID cpd15524 but does not have a valid deltaG!\n", - "cpd15526_c0 has modelseed ID cpd15526 but does not have a valid deltaG!\n", - "1aipdecg3p_c0 has no modelseed ID!\n", - "aipdcoa_c0 has no modelseed ID!\n", - "paai15_c0 has no modelseed ID!\n", - "aihpdcoa_c0 has no modelseed ID!\n", - "1aihpdecg3p_c0 has no modelseed ID!\n", - "paai17_c0 has no modelseed ID!\n", - "itdcoa_c0 has no modelseed ID!\n", - "1itdecg3p_c0 has no modelseed ID!\n", - "pai14_c0 has no modelseed ID!\n", - "ipdcoa_c0 has no modelseed ID!\n", - "1ipdecg3p_c0 has no modelseed ID!\n", - "pai15_c0 has no modelseed ID!\n", - "ihdcoa_c0 has no modelseed ID!\n", - "1ihdecg3p_c0 has no modelseed ID!\n", - "pai16_c0 has no modelseed ID!\n", - "ihpdcoa_c0 has no modelseed ID!\n", - "1ihpdecg3p_c0 has no modelseed ID!\n", - "pai17_c0 has no modelseed ID!\n", - "cpd11494_c0 has modelseed ID cpd11494 but does not have a valid deltaG!\n", - "cpd12370_c0 has modelseed ID cpd12370 but does not have a valid deltaG!\n", - "cpd00421_c0 has modelseed ID cpd00421 but does not have a valid deltaG!\n", - "cpd00166_e0 has modelseed ID cpd00166 but does not have a valid deltaG!\n", - "cpd00166_c0 has modelseed ID cpd00166 but does not have a valid deltaG!\n", - "galam6p_c0 has no modelseed ID!\n", - "ncptrc_c0 has no modelseed ID!\n", - "cpd15521_c0 has modelseed ID cpd15521 but does not have a valid deltaG!\n", - "cpd15268_c0 has modelseed ID cpd15268 but does not have a valid deltaG!\n", - "cpd15328_c0 has modelseed ID cpd15328 but does not have a valid deltaG!\n", - "cpd11825_c0 has modelseed ID cpd11825 but does not have a valid deltaG!\n", - "cpd15527_c0 has modelseed ID cpd15527 but does not have a valid deltaG!\n", - "s2l2n2m2m_e0 has no modelseed ID!\n", - "s2l2n2m2mn_e0 has no modelseed ID!\n", - "chtbs_e0 has no modelseed ID!\n", - "n2m2mn_e0 has no modelseed ID!\n", - "m2mn_e0 has no modelseed ID!\n", - "cpd11421_c0 has modelseed ID cpd11421 but does not have a valid deltaG!\n", - "cpd11420_c0 has modelseed ID cpd11420 but does not have a valid deltaG!\n", - "14mpalmACP_c0 has no modelseed ID!\n", - "alaasp_c0 has no modelseed ID!\n", - "alaasp_e0 has no modelseed ID!\n", - "alaglu_c0 has no modelseed ID!\n", - "alaglu_e0 has no modelseed ID!\n", - "alagly_c0 has no modelseed ID!\n", - "alagly_e0 has no modelseed ID!\n", - "alathr_c0 has no modelseed ID!\n", - "alathr_e0 has no modelseed ID!\n", - "cpd03485_c0 has modelseed ID cpd03485 but does not have a valid deltaG!\n", - "cpd15494_c0 has modelseed ID cpd15494 but does not have a valid deltaG!\n", - "amannan140_e0 has no modelseed ID!\n", - "2dmmql10_c0 has no modelseed ID!\n", - "mql10_c0 has no modelseed ID!\n", - "2dmmql11_c0 has no modelseed ID!\n", - "mql11_c0 has no modelseed ID!\n", - "2dmmql7_c0 has no modelseed ID!\n", - "cpd11451_c0 has modelseed ID cpd11451 but does not have a valid deltaG!\n", - "2dmmql9_c0 has no modelseed ID!\n", - "mql9_c0 has no modelseed ID!\n", - "strch1_e0 has no modelseed ID!\n", - "strch2_e0 has no modelseed ID!\n", - "amylose300_e0 has no modelseed ID!\n", - "starch1200_e0 has no modelseed ID!\n", - "pmACP_c0 has no modelseed ID!\n", - "arabttr_e0 has no modelseed ID!\n", - "arabinan101_e0 has no modelseed ID!\n", - "arabinogal_e0 has no modelseed ID!\n", - "argarg_c0 has no modelseed ID!\n", - "argarg_e0 has no modelseed ID!\n", - "Largn_c0 has no modelseed ID!\n", - "hspg_degr_4_e0 has no modelseed ID!\n", - "hspg_degr_5_e0 has no modelseed ID!\n", - "hspg_degr_9_e0 has no modelseed ID!\n", - "hspg_degr_10_e0 has no modelseed ID!\n", - "hspg_degr_3_e0 has no modelseed ID!\n", - "hspg_degr_8_e0 has no modelseed ID!\n", - "mn_e0 has no modelseed ID!\n", - "apoC_Lys_c0 has no modelseed ID!\n", - "apoC_Lys_btn_c0 has no modelseed ID!\n", - "cpd00063_e0 has modelseed ID cpd00063 but does not have a valid deltaG!\n", - "cpd00063_c0 has modelseed ID cpd00063 but does not have a valid deltaG!\n", - "cpd15836_c0 has modelseed ID cpd15836 but does not have a valid deltaG!\n", - "cpd15836_e0 has modelseed ID cpd15836 but does not have a valid deltaG!\n", - "cpd00635_e0 has modelseed ID cpd00635 but does not have a valid deltaG!\n", - "cpd00635_c0 has modelseed ID cpd00635 but does not have a valid deltaG!\n", - "cpd00110_c0 has modelseed ID cpd00110 but does not have a valid deltaG!\n", - "cpd00109_c0 has modelseed ID cpd00109 but does not have a valid deltaG!\n", - "cpd01012_c0 has modelseed ID cpd01012 but does not have a valid deltaG!\n", - "cpd01012_e0 has modelseed ID cpd01012 but does not have a valid deltaG!\n", - "cdpglc_c0 has no modelseed ID!\n", - "cdpddg_c0 has no modelseed ID!\n", - "cer1_bt_c0 has no modelseed ID!\n", - "sphmyln_bt_c0 has no modelseed ID!\n", - "pe_cer1_bt_c0 has no modelseed ID!\n", - "kdn_c0 has no modelseed ID!\n", - "ckdn_c0 has no modelseed ID!\n", - "cpd15536_c0 has modelseed ID cpd15536 but does not have a valid deltaG!\n", - "cpd15426_c0 has modelseed ID cpd15426 but does not have a valid deltaG!\n", - "cpd15538_c0 has modelseed ID cpd15538 but does not have a valid deltaG!\n", - "cpd15428_c0 has modelseed ID cpd15428 but does not have a valid deltaG!\n", - "cpd15540_c0 has modelseed ID cpd15540 but does not have a valid deltaG!\n", - "cpd15430_c0 has modelseed ID cpd15430 but does not have a valid deltaG!\n", - "pgai15_c0 has no modelseed ID!\n", - "clpnai15_c0 has no modelseed ID!\n", - "pgai17_c0 has no modelseed ID!\n", - "clpnai17_c0 has no modelseed ID!\n", - "pgi14_c0 has no modelseed ID!\n", - "clpni14_c0 has no modelseed ID!\n", - "pgi15_c0 has no modelseed ID!\n", - "clpni15_c0 has no modelseed ID!\n", - "pgi16_c0 has no modelseed ID!\n", - "clpni16_c0 has no modelseed ID!\n", - "pgi17_c0 has no modelseed ID!\n", - "clpni17_c0 has no modelseed ID!\n", - "cpd00149_c0 has modelseed ID cpd00149 but does not have a valid deltaG!\n", - 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Objective

nan Expression = nan

Uptake

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MetaboliteReactionFluxC-NumberC-Flux

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "ftp = FullThermoPkg(model)\n", - "modelseed_db_path = os.path.join('..', '..', '..', 'ModelSEEDDatabase') # /Users/chenry/code/ModelSEEDDatabase/\n", - "ftp.build_package({\"modelseed_path\":modelseed_db_path})\n", - "with open('FullThermo.lp', 'w') as out:\n", - " out.write(str(model.solver))\n", - "sol=model.optimize()\n", - "#Next minimize active reactions\n", - "model.summary()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# FullThermoPkg example" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n" + ] + } + ], + "source": [ + "# define the environment path \n", + "import os\n", + "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", + "os.environ[\"HOME\"] = local_cobrakbase_path\n", + "\n", + "# import the models\n", + "import cobrakbase\n", + "token = 'WE6CHYRDTJSGOHFIDGPE7WYFT6PRPXJL'\n", + "kbase_api = cobrakbase.KBaseAPI(token)\n", + "\n", + "#Put the path to ModelSEEDpy on your machine here\n", + "# import sys\n", + "# sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", + "#import modelseedpy.fbapkg\n", + "from modelseedpy import KBaseMediaPkg, FullThermoPkg\n", + "from modelseedpy import FBAHelper\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n" + ] + }, + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 26.513845730068834

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
arabttr_e0EX_arabttr_e08.76400.00%
cpd00001_e0EX_cpd00001_e010000.00%
cpd00007_e0EX_cpd00007_e010000.00%
cpd00009_e0EX_cpd00009_e044.1100.00%
cpd00028_e0EX_cpd00028_e00.1238340.04%
cpd00030_e0EX_cpd00030_e00.123800.00%
cpd00034_e0EX_cpd00034_e00.123800.00%
cpd00039_e0EX_cpd00039_e08.84460.46%
cpd00047_e0EX_cpd00047_e030.9910.27%
cpd00063_e0EX_cpd00063_e00.123800.00%
cpd00065_e0EX_cpd00065_e0100119.64%
cpd00076_e0EX_cpd00076_e01001210.51%
cpd00084_e0EX_cpd00084_e02.60730.07%
cpd00104_e0EX_cpd00104_e00.1238100.01%
cpd00106_e0EX_cpd00106_e052.1241.83%
cpd00108_e0EX_cpd00108_e01.30260.07%
cpd00119_e0EX_cpd00119_e010065.26%
cpd00122_e0EX_cpd00122_e04.90480.34%
cpd00149_e0EX_cpd00149_e00.123800.00%
cpd00159_e0EX_cpd00159_e010032.63%
cpd00166_e0EX_cpd00166_e00.1238720.08%
cpd00179_e0EX_cpd00179_e082.65128.69%
cpd00182_e0EX_cpd00182_e0100108.76%
cpd00205_e0EX_cpd00205_e00.123800.00%
cpd00218_e0EX_cpd00218_e00.247560.01%
cpd00220_e0EX_cpd00220_e00.2475170.04%
cpd00221_e0EX_cpd00221_e010032.63%
cpd00224_e0EX_cpd00224_e010054.38%
cpd00254_e0EX_cpd00254_e00.123800.00%
cpd00263_e0EX_cpd00263_e00.123880.01%
cpd00280_e0EX_cpd00280_e02.60460.14%
cpd00305_e0EX_cpd00305_e00.1238120.01%
cpd00311_e0EX_cpd00311_e06.167100.54%
cpd00322_e0EX_cpd00322_e011.4460.60%
cpd00363_e0EX_cpd00363_e010021.75%
cpd00367_e0EX_cpd00367_e010097.88%
cpd00393_e0EX_cpd00393_e00.3713190.06%
cpd00396_e0EX_cpd00396_e01.30260.07%
cpd00644_e0EX_cpd00644_e00.247590.02%
cpd00654_e0EX_cpd00654_e095.4997.53%
cpd00971_e0EX_cpd00971_e00.123800.00%
cpd10515_e0EX_cpd10515_e00.247500.00%
cpd11591_e0EX_cpd11591_e097.7976.00%
cpd11640_e0EX_cpd11640_e010000.00%
cpd15500_e0EX_cpd15500_e00.1238510.06%
cpd15551_e0EX_cpd15551_e05.71270.35%
cpd15605_e0EX_cpd15605_e0100119.64%
cpd15606_e0EX_cpd15606_e0100119.64%
cps_bt_e0EX_cps_bt_e00.123800.00%
galam_e0EX_galam_e010000.00%
glyasn_e0EX_glyasn_e010000.00%
hspg_degr_11_e0EX_hspg_degr_11_e010000.00%
hspg_degr_6_e0EX_hspg_degr_6_e010000.00%
leuleu_e0EX_leuleu_e057.7900.00%
lps_bt_e0EX_lps_bt_e00.515700.00%
pe_cer1_bt_e0EX_pe_cer1_bt_e00.123800.00%
pect_e0EX_pect_e00.512800.00%
phearg_e0EX_phearg_e010000.00%
sphmyln_bt_e0EX_sphmyln_bt_e00.123800.00%

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
arabinan101_e0EX_arabinan101_e0-1.30200.00%
argarg_e0EX_argarg_e0-46.1200.00%
cpd00011_e0EX_cpd00011_e0-10010.73%
cpd00013_e0EX_cpd00013_e0-10000.00%
cpd00020_e0EX_cpd00020_e0-10032.20%
cpd00027_e0EX_cpd00027_e0-10064.41%
cpd00029_e0EX_cpd00029_e0-10021.47%
cpd00033_e0EX_cpd00033_e0-10021.47%
cpd00035_e0EX_cpd00035_e0-10032.20%
cpd00036_e0EX_cpd00036_e0-10042.94%
cpd00041_e0EX_cpd00041_e0-10042.94%
cpd00053_e0EX_cpd00053_e0-10053.67%
cpd00054_e0EX_cpd00054_e0-10032.20%
cpd00060_e0EX_cpd00060_e0-93.753.44%
cpd00066_e0EX_cpd00066_e0-95.2196.30%
cpd00067_e0EX_cpd00067_e0-10000.00%
cpd00069_e0EX_cpd00069_e0-96.4496.38%
cpd00082_e0EX_cpd00082_e0-10064.41%
cpd00092_e0EX_cpd00092_e0-94.2542.77%
cpd00105_e0EX_cpd00105_e0-10053.67%
cpd00107_e0EX_cpd00107_e0-10064.41%
cpd00116_e0EX_cpd00116_e0-10010.73%
cpd00117_e0EX_cpd00117_e0-10032.20%
cpd00132_e0EX_cpd00132_e0-93.7842.76%
cpd00141_e0EX_cpd00141_e0-55.0231.21%
cpd00156_e0EX_cpd00156_e0-13.7750.51%
cpd00161_e0EX_cpd00161_e0-93.4642.75%
cpd00164_e0EX_cpd00164_e0-10064.41%
cpd00249_e0EX_cpd00249_e0-92.8496.14%
cpd00276_e0EX_cpd00276_e0-10064.41%
cpd00430_e0EX_cpd00430_e0-10085.88%
cpd00438_e0EX_cpd00438_e0-94.25106.93%
cpd15836_e0EX_cpd15836_e0-97.5496.45%
hspg_degr_12_e0EX_hspg_degr_12_e0-10000.00%
indlac_e0EX_indlac_e0-98.5400.00%
unsdigalur_e0EX_unsdigalur_e0-10000.00%
cpd11416_c0SK_cpd11416_c0-26.5100.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model = kbase_api.get_from_ws(\"E_iAH991V2\",40576)\n", + "model.solver = 'glpk'\n", + "kmp = KBaseMediaPkg(model)\n", + "kmp.build_package(None)\n", + "FBAHelper.set_objective_from_target_reaction(model,\"bio1\")\n", + "sol=model.optimize()\n", + "model.summary()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "12ethd_e0 has no modelseed ID!\n", + "12ethd_c0 has no modelseed ID!\n", + "2ameph_c0 has no modelseed ID!\n", + "pald_c0 has no modelseed ID!\n", + "2fuclac_e0 has no modelseed ID!\n", + "cpd11493_c0 has modelseed ID cpd11493 but does not have a valid deltaG!\n", + "2mbutACP_c0 has no modelseed ID!\n", + "2mmal_c0 has no modelseed ID!\n", + "2mmale_c0 has no modelseed ID!\n", + "e3mmal_c0 has no modelseed ID!\n", + "3fuclac_e0 has no modelseed ID!\n", + "3hgACPm_c0 has no modelseed ID!\n", + "egACPm_c0 has no modelseed ID!\n", + "3hpACPm_c0 has no modelseed ID!\n", + "epACPm_c0 has no modelseed ID!\n", + "cpd11482_c0 has modelseed ID cpd11482 but does not have a valid deltaG!\n", + "cpd11475_c0 has modelseed ID cpd11475 but does not have a valid deltaG!\n", + "10m3hundecACP_c0 has no modelseed ID!\n", + "10mtundec2eACP_c0 has no modelseed ID!\n", + "10m3hddcaACP_c0 has no modelseed ID!\n", + "10mtddec2eACP_c0 has no modelseed ID!\n", + "11m3hddcaACP_c0 has no modelseed ID!\n", + "11mtddec2eACP_c0 has no modelseed ID!\n", + "cpd11480_c0 has modelseed ID cpd11480 but does not have a valid deltaG!\n", + "cpd11469_c0 has modelseed ID cpd11469 but does not have a valid deltaG!\n", + "cpd15366_c0 has modelseed ID cpd15366 but does not have a valid deltaG!\n", + "cpd15569_c0 has modelseed ID cpd15569 but does not have a valid deltaG!\n", + "12m3htridecACP_c0 has no modelseed ID!\n", + "12mttritec2eACP_c0 has no modelseed ID!\n", + "12m3hmyrsACP_c0 has no modelseed ID!\n", + "12mtmrs2eACP_c0 has no modelseed ID!\n", + "13m3hmyrsACP_c0 has no modelseed ID!\n", + "13mtmrs2eACP_c0 has no modelseed ID!\n", + "cpd11484_c0 has modelseed ID cpd11484 but does not have a valid deltaG!\n", + "cpd11467_c0 has modelseed ID cpd11467 but does not have a valid deltaG!\n", + "cpd15368_c0 has modelseed ID cpd15368 but does not have a valid deltaG!\n", + "cpd15570_c0 has modelseed ID cpd15570 but does not have a valid deltaG!\n", + "14m3hpentdecACP_c0 has no modelseed ID!\n", + "14mtpentdec2eACP_c0 has no modelseed ID!\n", + "14m3hpalmACP_c0 has no modelseed ID!\n", + "14mtpalm2eACP_c0 has no modelseed ID!\n", + "15m3hpalmACP_c0 has no modelseed ID!\n", + "15mtpalm2eACP_c0 has no modelseed ID!\n", + "cpd11481_c0 has modelseed ID cpd11481 but does not have a valid deltaG!\n", + "cpd11477_c0 has modelseed ID cpd11477 but does not have a valid deltaG!\n", + "cpd15369_c0 has modelseed ID cpd15369 but does not have a valid deltaG!\n", + "cpd15571_c0 has modelseed ID cpd15571 but does not have a valid deltaG!\n", + "cpd15371_c0 has modelseed ID cpd15371 but does not have a valid deltaG!\n", + "cpd15572_c0 has modelseed ID cpd15572 but does not have a valid deltaG!\n", + "cpd15370_c0 has modelseed ID cpd15370 but does not have a valid deltaG!\n", + "cpd15568_c0 has modelseed ID cpd15568 but does not have a valid deltaG!\n", + "cpd11836_c0 has modelseed ID cpd11836 but does not have a valid deltaG!\n", + "cpd11465_c0 has modelseed ID cpd11465 but does not have a valid deltaG!\n", + "4m3hpentACP_c0 has no modelseed ID!\n", + "4mtpent2eACP_c0 has no modelseed ID!\n", + "4m3hhexACP_c0 has no modelseed ID!\n", + "4mthex2eACP_c0 has no modelseed ID!\n", + "5m3hhexACP_c0 has no modelseed ID!\n", + "5mthex2eACP_c0 has no modelseed ID!\n", + "cpd11479_c0 has modelseed ID cpd11479 but does not have a valid deltaG!\n", + "cpd11473_c0 has modelseed ID cpd11473 but does not have a valid deltaG!\n", + "6m3hheptACP_c0 has no modelseed ID!\n", + "6mthept2eACP_c0 has no modelseed ID!\n", + "6m3hocACP_c0 has no modelseed ID!\n", + "6mtoct2eACP_c0 has no modelseed ID!\n", + "7m3hocACP_c0 has no modelseed ID!\n", + "7mtoct2eACP_c0 has no modelseed ID!\n", + "cpd11483_c0 has modelseed ID cpd11483 but does not have a valid deltaG!\n", + "cpd11471_c0 has modelseed ID cpd11471 but does not have a valid deltaG!\n", + "8m3hdcaACP_c0 has no modelseed ID!\n", + "8mtdec2eACP_c0 has no modelseed ID!\n", + "8m3hnonACP_c0 has no modelseed ID!\n", + "8mtnon2eACP_c0 has no modelseed ID!\n", + "9m3hdcaACP_c0 has no modelseed ID!\n", + "9mtdec2eACP_c0 has no modelseed ID!\n", + "3ogACPm_c0 has no modelseed ID!\n", + "3opACPm_c0 has no modelseed ID!\n", + "cpd11487_c0 has modelseed ID cpd11487 but does not have a valid deltaG!\n", + "10m3oundecACP_c0 has no modelseed ID!\n", + "10m3oddcaACP_c0 has no modelseed ID!\n", + "11m3oddcaACP_c0 has no modelseed ID!\n", + "cpd11489_c0 has 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deltaG!\n", + "cpd11436_c0 has modelseed ID cpd11436 but does not have a valid deltaG!\n", + "cpd11440_c0 has modelseed ID cpd11440 but does not have a valid deltaG!\n", + "cpd11431_c0 has modelseed ID cpd11431 but does not have a valid deltaG!\n", + "cpd11620_c0 has modelseed ID cpd11620 but does not have a valid deltaG!\n", + "cpd11621_c0 has modelseed ID cpd11621 but does not have a valid deltaG!\n", + "10fthf5glu_c0 has no modelseed ID!\n", + "cpd06227_c0 has modelseed ID cpd06227 but does not have a valid deltaG!\n", + "mqn10_c0 has no modelseed ID!\n", + "mqn11_c0 has no modelseed ID!\n", + "mqn9_c0 has no modelseed ID!\n", + "ggdp_c0 has no modelseed ID!\n", + "levanb_c0 has no modelseed ID!\n", + "5forthf_c0 has no modelseed ID!\n", + "galam_c0 has no modelseed ID!\n", + "glc_bD_c0 has no modelseed ID!\n", + "cpd12005_c0 has modelseed ID cpd12005 but does not have a valid deltaG!\n", + "cpd11830_c0 has modelseed ID cpd11830 but does not have a valid deltaG!\n", + "cpd12225_c0 has modelseed ID cpd12225 but does not have a valid deltaG!\n", + "gchola_c0 has no modelseed ID!\n", + "glyasn_c0 has no modelseed ID!\n", + "glyasp_c0 has no modelseed ID!\n", + "glyglu_c0 has no modelseed ID!\n", + "cpd15604_c0 has modelseed ID cpd15604 but does not have a valid deltaG!\n", + "cpd15605_c0 has modelseed ID cpd15605 but does not have a valid deltaG!\n", + "glypro_c0 has no modelseed ID!\n", + "cpd15606_c0 has modelseed ID cpd15606 but does not have a valid deltaG!\n", + "cpd00028_c0 has modelseed ID cpd00028 but does not have a valid deltaG!\n", + "cpd00531_c0 has modelseed ID cpd00531 but does not have a valid deltaG!\n", + "indlac_c0 has no modelseed ID!\n", + "cpd15876_c0 has modelseed ID cpd15876 but does not have a valid deltaG!\n", + "cpd15877_c0 has modelseed ID cpd15877 but does not have a valid deltaG!\n", + "isobut_c0 has no modelseed ID!\n", + "isocapr_c0 has no modelseed ID!\n", + "isoval_c0 has no modelseed ID!\n", + "cpd00205_c0 has modelseed ID cpd00205 but does not have a valid deltaG!\n", + "leugly_c0 has no modelseed ID!\n", + "leuleu_c0 has no modelseed ID!\n", + "lipidX_bt_c0 has no modelseed ID!\n", + "u2ga_bt_c0 has no modelseed ID!\n", + "lipidAds_bt_c0 has no modelseed ID!\n", + "core_lps_bt_c0 has no modelseed ID!\n", + "lps_bt_c0 has no modelseed ID!\n", + "malcoam_c0 has no modelseed ID!\n", + "mantr_c0 has no modelseed ID!\n", + "mbenz_c0 has no modelseed ID!\n", + "metala_c0 has no modelseed ID!\n", + "cpd15498_c0 has modelseed ID cpd15498 but does not have a valid deltaG!\n", + "cpd00030_c0 has modelseed ID cpd00030 but does not have a valid deltaG!\n", + "lipidA_bt_c0 has no modelseed ID!\n", + "nicrns_c0 has no modelseed ID!\n", + "cpd02968_c0 has modelseed ID cpd02968 but does not have a valid deltaG!\n", + "cpd04097_c0 has modelseed ID cpd04097 but does not have a valid deltaG!\n", + "cpd15531_c0 has modelseed ID cpd15531 but does not have a valid deltaG!\n", + "cpd15542_c0 has modelseed ID cpd15542 but does not have a valid deltaG!\n", + "cpd15535_c0 has modelseed ID cpd15535 but does not have a valid deltaG!\n", + "cpd15543_c0 has modelseed ID cpd15543 but does not have a valid deltaG!\n", + "cpd15545_c0 has modelseed ID cpd15545 but does not have a valid deltaG!\n", + "cpd15547_c0 has modelseed ID cpd15547 but does not have a valid deltaG!\n", + "cpd15548_c0 has modelseed ID cpd15548 but does not have a valid deltaG!\n", + "cpd15541_c0 has modelseed ID cpd15541 but does not have a valid deltaG!\n", + "pgpai15_c0 has no modelseed ID!\n", + "pgpai17_c0 has no modelseed ID!\n", + "pgpi14_c0 has no modelseed ID!\n", + "pgpi15_c0 has no modelseed ID!\n", + "pgpi16_c0 has no modelseed ID!\n", + "pgpi17_c0 has no modelseed ID!\n", + "phearg_c0 has no modelseed ID!\n", + "phppa_c0 has no modelseed ID!\n", + "plac_c0 has no modelseed ID!\n", + "cpd15654_c0 has modelseed ID cpd15654 but does not have a valid deltaG!\n", + "cpd15552_c0 has modelseed ID cpd15552 but does not have a valid deltaG!\n", + "cpd15528_c0 has modelseed ID cpd15528 but does not have a valid deltaG!\n", + "cpd15553_c0 has modelseed ID cpd15553 but does not have a valid deltaG!\n", + "cpd15529_c0 has modelseed ID cpd15529 but does not have a valid deltaG!\n", + "cpd15555_c0 has modelseed ID cpd15555 but does not have a valid deltaG!\n", + "cpd15557_c0 has modelseed ID cpd15557 but does not have a valid deltaG!\n", + "cpd15533_c0 has modelseed ID cpd15533 but does not have a valid deltaG!\n", + "cpd15558_c0 has modelseed ID cpd15558 but does not have a valid deltaG!\n", + "cpd15534_c0 has modelseed ID cpd15534 but does not have a valid deltaG!\n", + "psai15_c0 has no modelseed ID!\n", + "peai15_c0 has no modelseed ID!\n", + "psai17_c0 has no modelseed ID!\n", + "peai17_c0 has no modelseed ID!\n", + "psi14_c0 has no modelseed ID!\n", + "pei14_c0 has no modelseed ID!\n", + "psi15_c0 has no modelseed ID!\n", + "pei15_c0 has no modelseed ID!\n", + "psi16_c0 has no modelseed ID!\n", + "pei16_c0 has no modelseed ID!\n", + "psi17_c0 has no modelseed ID!\n", + "pei17_c0 has no modelseed ID!\n", + "adphep7p_LD_c0 has no modelseed ID!\n", + "xu1p_L_c0 has no modelseed ID!\n", + "2s5epchc_c0 has no modelseed ID!\n", + "stys_c0 has no modelseed ID!\n", + "succitr_L_c0 has no modelseed ID!\n", + "cpd16114_c0 has modelseed ID cpd16114 but does not have a valid deltaG!\n", + "u23ga_bt_c0 has no modelseed ID!\n", + "u2hga_bt_c0 has no modelseed ID!\n", + "cpd16103_c0 has modelseed ID cpd16103 but does not have a valid deltaG!\n", + "udpidour_c0 has no modelseed ID!\n", + "udpxyl_c0 has no modelseed ID!\n", + "cpd00034_c0 has modelseed ID cpd00034 but does not have a valid deltaG!\n", + "cpd11416_c0 has modelseed ID cpd11416 but does not have a valid deltaG!\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:cobra.summary.model_summary:Non-linear or non-reaction model objective. 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" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ftp = FullThermoPkg(model)\n", + "modelseed_db_path = os.path.join('..', '..', '..', 'ModelSEEDDatabase') # /Users/chenry/code/ModelSEEDDatabase/\n", + "ftp.build_package({\"modelseed_path\":modelseed_db_path})\n", + "with open('FullThermo.lp', 'w') as out:\n", + " out.write(str(model.solver))\n", + "sol=model.optimize()\n", + "#Next minimize active reactions\n", + "model.summary()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/source/flux_analysis/Index.ipynb b/docs/source/flux_analysis/Index.ipynb new file mode 100644 index 00000000..b16206c0 --- /dev/null +++ b/docs/source/flux_analysis/Index.ipynb @@ -0,0 +1,72 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "![ModelSEEDpy](../images/ms-logo-horizontal.png)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Back to the main [Index](../Index.ipynb)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Flux Analysis" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This section covers the many flux analysis methods included in modelseedpy" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Examples" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* [Flux Balance Analysis](FBAExampleNotebook.ipynb) Running Flux Balance Analysis\n", + "* [Media Scan](MediaScan.ipynb) Testing Multiple Media\n", + "* [Flexible Biomass](FlexibleBiomass.ipynb) Enables the coefficients on a biomass reaction to vary\n", + "* [Full Thermo](FullThermodynamicsExample.ipynb) Stop thermodynamically infeasible flux\n", + "* [MetaboFBA](MetaboFBAExample.ipynb) Force flux through observed metabolites in metabolomics data" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/source/flux_analysis/MediaScan.ipynb b/docs/source/flux_analysis/MediaScan.ipynb new file mode 100644 index 00000000..4a509bfe --- /dev/null +++ b/docs/source/flux_analysis/MediaScan.ipynb @@ -0,0 +1,612 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# MediaScan example" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import cobra\n", + "from cobra.flux_analysis.parsimonious import pfba\n", + "import cobrakbase\n", + "import sys\n", + "sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", + "from modelseedpy import KBaseMediaPkg\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Media\tGrowth\n", + "\n", + "Sulfate-L-Arabitol\t0.0\n", + "Sulfate-Cystathionine\t0.0\n", + "Sulfate-N-Acetyl-D-galactosamine\t0.0\n", + "Sulfate-Uridine\t0.0\n", + "Phosphate-Cytidine-2-Monophosphate\t0.0\n", + "Nitrogen-L-Pyroglutamic-Acid\t0.0\n", + "Sulfate-L-Lysine\t0.0\n", + "Sulfate-D-Arabitol\t0.0\n", + "Carbon-L-Malic-Acid\t0.0\n", + "Carbon-D-Psicose\t0.0\n", + "Carbon-N-Acetyl-L-Glutamic-Acid\t0.0\n", + "Nitrogen-Nitrite\t0.0\n", + "Nitrogen-Xanthine\t0.0\n", + "Sulfate-Tyramine\t0.0\n", + "Carbon-Mucic-Acid\t0.0\n", + "Sulfate-Citrate\t0.0\n", + "Sulfate-Maltotriose\t0.0\n", + "Sulfate-1H-Imidazole-4-ethanamin\t0.0\n", + "Nitrogen-L-Glutamine\t0.0\n", + "Sulfate-Glycerone\t0.0\n", + "Nitrogen-b-Phenylethylamine\t0.0\n", + "Sulfate-Cysteamine\t0.0\n", + "Sulfate-6-Deoxy-D-galactose\t0.0\n", + "Carbon-D-Gluconic-Acid\t0.0\n", + "Nitrogen-L-Proline\t0.0\n", + "Nitrogen-Glycine\t0.0\n", + "Nitrogen-Nitrate\t0.0\n", + "Sulfate-Dextrin\t0.0\n", + "Carbon-L-Asparagine\t0.0\n", + "Phosphate-D-2-Phospho-Glyceric-Acid\t0.0\n", + "Carbon-Tyramine\t0.0\n", + "Sulfate-NH3\t0.0\n", + "Sulfate-Galactitol\t0.0\n", + "Complete\t0.0\n", + "Nitrogen-L-Asparagine\t0.0\n", + "Sulfate-Biuret\t0.0\n", + "Sulfate-L-Histidine\t0.0\n", + "Sulfate-D-Alanine\t0.0\n", + "Nitrogen-L-Tyrosine\t0.0\n", + "Nitrogen-Ala-Asp\t0.0\n", + "Carbon-d-Amino-Valeric-Acid\t0.0\n", + "Sulfate-L-Isoleucine\t0.0\n", + "Sulfate-R-R-Tartaric-Acid\t0.0\n", + "Sulfate-L-Valine\t0.0\n", + "Nitrogen-Inosine\t0.0\n", + "Carbon-Citric-Acid\t0.0\n", + "Carbon-2-3-Butanone\t0.0\n", + "Sulfate-L-Rhamnose\t0.0\n", + "Sulfate-Xylitol\t0.0\n", + "Carbon-D-Fructose-6-Phosphate\t0.0\n", + "Sulfate-Amygdalin\t0.0\n", + "Phosphate-D-Mannose-6-Phosphate\t0.0\n", + "Carbon-Glycyl-L-Proline\t0.0\n", + "Carbon-Quinic-Acid\t0.0\n", + "Carbon-Salicin\t0.0\n", + "Carbon-Acetic-Acid\t0.0\n", + "Carbon-D-Mannose\t0.0\n", + "Sulfate-Acetamide\t0.0\n", + "Sulfate-Lanthionine\t0.0\n", + "Carbon-m-Tartaric-Acid\t0.0\n", + "Biolog-C-lac-N-dna-P-dna\t0.0\n", + "Phosphate-O-Phospho-D-Tyrosine\t0.0\n", + "Nitrogen-Ethylamine\t0.0\n", + "Sulfate-Quinate\t0.0\n", + "Sulfate-Stachyose\t0.0\n", + "Nitrogen-Cytidine\t0.0\n", + "Sulfate-L-Proline\t0.0\n", + "Sulfate-p-Amino-Benzene-Sulfonic-Acid\t0.0\n", + "Carbon-Oxalic-Acid\t0.0\n", + "Carbon-Tween-80\t0.0\n", + "Nitrogen-L-Aspartic-Acid\t0.0\n", + "7H9\t0.0\n", + "Phosphate-O-Phospho-L-Threonine\t0.0\n", + "Carbon-D-Saccharic-Acid\t0.0\n", + "Carbon-D-Glucosamine\t0.0\n", + "Carbon-D-Arabitol\t0.0\n", + "Carbon-g-Hydroxy-Butyric-Acid\t0.0\n", + "Carbon-D-Fucose\t0.0\n", + "Phosphate-Uridine-2-Monophosphate\t0.0\n", + "MinimalGrowthNMS\t0.0\n", + "Carbon-p-Hydroxy-Phenylacetic-Acid\t0.0\n", + "Sulfate-L-alanylglycine\t0.0\n", + "Carbon-L-Glutamine\t0.0\n", + "Carbon-Uridine\t0.0\n", + "Sulfate-L-Ornithine\t0.0\n", + "Carbon-D-L-Octopamine\t0.0\n", + "Nitrogen-D-Glutamic-Acid\t0.0\n", + "Carbon-Glycyl-L-Glutamic-Acid\t0.0\n", + "Biolog-C-ser-l-N-ser-l\t0.0\n", + "LB\t0.0\n", + "Phosphate-Phosphono-Acetic-Acid\t0.0\n", + "Carbon-Thymidine\t0.0\n", + "Carbon-2-3-Butanediol\t0.0\n", + "Sulfate-D-Glucarate\t0.0\n", + "Sulfate-D-Mannosamine\t0.0\n", + "Nitrogen-Acetamide\t0.0\n", + "Carbon-b-Methyl-D-Glucoside\t0.0\n", + "Carbon-4-Hydroxy-L-Proline-trans\t0.0\n", + "Carbon-Xylitol\t0.0\n", + "Nitrogen-Ala-Glu\t0.0\n", + "Nitrogen-N-Acetyl-D-Mannosamine\t0.0\n", + "Nitrogen-Adenosine\t0.0\n", + "Carbon-Citraconic-Acid\t0.0\n", + "Carbon-Dextrin\t0.0\n", + "Nitrogen-L-Valine\t0.0\n", + "Nitrogen-Uracil\t0.0\n", + "Carbon-a-Keto-Glutaric-Acid\t0.0\n", + "Sulfate-Acetoin\t0.0\n", + "Sulfate-Thymine\t0.0\n", + "Phosphate-Uridine-5-Monophosphate\t0.0\n", + "Nitrogen-L-Isoleucine\t0.0\n", + "Nitrogen-Ala-Leu\t0.0\n", + "Carbon-Adenosine\t0.0\n", + "Sulfate-L-Djenkolic-Acid\t0.0\n", + "Sulfate-D-Aspartate\t0.0\n", + "Phosphate-Guanosine-5-Monophosphate\t0.0\n", + "Carbon-a-Hydroxy-Butyric-Acid\t0.0\n", + "Phosphate-D-Glucose-6-Phosphate\t0.0\n", + "Carbon-L-Arabitol\t0.0\n", + "Phosphate-Cytidine-2-3-Cyclic-Monophosphate\t0.0\n", + "Carbon-D-Cellobiose\t0.0\n", + "Sulfate-L-Phenylalanine\t0.0\n", + "Nitrogen-L-Alanine\t0.0\n", + "Sulfate-Cytidine\t0.0\n", + "Carbon-L-Leucine\t0.0\n", + "Carbon-D-Xylose\t0.0\n", + "Sulfate-Pyruvate\t0.0\n", + "Nitrogen-Urea\t0.0\n", + "Phosphate-6-Phospho-Gluconic-Acid\t0.0\n", + "Carbon-Itaconic-Acid\t0.0\n", + "Phosphate-D-Mannose-1-Phosphate\t0.0\n", + "Nitrogen-L-Cysteine\t0.0\n", + "Biolog-C-ile-l-N-ile-l\t0.0\n", + "MR1Aerobic\t0.0\n", + "Sulfate-L-Cysteine-Sulfinic-Acid\t0.0\n", + "Carbon-Fumaric-Acid\t0.0\n", + "Sulfate-L-Sorbose\t0.0\n", + "Carbon-D-Glucose-Palsson\t0.0\n", + "Carbon-L-Tartaric-Acid\t0.0\n", + "Carbon-b-Methyl-D-Galactoside\t0.0\n", + "Carbon-Gelatin\t0.0\n", + "ArgonneNMSMedia\t0.0\n", + "Carbon-D-Serine\t0.0\n", + "Nitrogen-g-Amino-N-Butyric-Acid\t0.0\n", + "Sulfate-L-Methionine-Sulfoxide\t0.0\n", + "Carbon-L-Arabinose\t0.0\n", + "Biolog-C-acgam-N--acgam\t0.0\n", + "Phosphate-Trimetaphosphate\t0.0\n", + "Sulfate-Thiosulfate\t0.0\n", + "Sulfate-N-Acetylneuraminate\t0.0\n", + "Sulfate-Formate\t0.0\n", + "Phosphate-Phospho-Glycolic-Acid\t0.0\n", + "Nitrogen-D-Lysine\t0.0\n", + "Carbon-L-Lyxose\t0.0\n", + "Nitrogen-N-Acetyl-D-Glucosamine\t0.0\n", + "Nitrogen-Thymidine\t0.0\n", + "Carbon-L-Histidine\t0.0\n", + "Carbon-Glycyl-L-Aspartic-Acid\t0.0\n", + "Biolog-C-lac-N-ala-l\t0.0\n", + "Carbon-a-Methyl-D-Galactoside\t0.0\n", + "Sulfate-D-Arabinose\t0.0\n", + "Sulfate-L-Serine\t0.0\n", + "Sulfate-L-Arginine\t0.0\n", + "Carbon-D-Aspartic-Acid\t0.0\n", + "Nitrogen-N-Acetyl-D-Galactosamine\t0.0\n", + "Phosphate-Uridine-3-Monophosphate\t0.0\n", + "Sulfate-L-Aspartate\t0.0\n", + "Nitrogen-D-Asparagine\t0.0\n", + "Nitrogen-L-Citrulline\t0.0\n", + "Phosphate-Adenosine-5-Monophosphate\t0.0\n", + "Carbon-D-Tagatose\t0.0\n", + "Sulfate-Glycogen\t0.0\n", + "Biolog-C-lac-N-ptrc\t0.0\n", + "Carbon-L-Phenylalanine\t0.0\n", + "Sulfate-Palatinose\t0.0\n", + "Nitrogen-D-Valine\t0.0\n", + "Carbon-g-Amino-Butyric-Acid\t0.0\n", + "Nitrogen-Guanine\t0.0\n", + "Sulfate-Butane-Sulfonic-Acid\t0.0\n", + "Nitrogen-D-Alanine\t0.0\n", + "Carbon-L-Lactic-Acid\t0.0\n", + "NoBounds\t0.0\n", + "Nitrogen-D-Serine\t0.0\n", + "Carbon-L-Arginine\t0.0\n", + "Phosphate-Adenosine-2-Monophosphate\t0.0\n", + "Carbon-Maltotriose\t0.0\n", + "MR1Anaerobic\t0.0\n", + "Sulfate-Ethanolamine\t0.0\n", + "Phosphate-Guanosine-3-Monophosphate\t0.0\n", + "Biolog-C-cytd-N-cytd\t0.0\n", + "Carbon-a-Keto-Butyric-Acid\t0.0\n", + "Sulfate-Inosine\t0.0\n", + "Phosphate-Phosphoenol-Pyruvate\t0.0\n", + "Nitrogen-Ala-Gly\t0.0\n", + "Sulfate-Methane-Sulfonic-Acid\t0.0\n", + "Nitrogen-L-Ornithine\t0.0\n", + "Sulfate-Gly-Gln\t0.0\n", + "Carbon-Arbutin\t0.0\n", + "Carbon-1-2-Propanediol\t0.0\n", + "Sulfate-Propanoate\t0.0\n", + "Biolog-C-lac-N-thr-l\t0.0\n", + "Carbon-D-L-Citramalic-Acid\t0.0\n", + "Sulfate-D-Tagatose\t0.0\n", + "Sulfate-L-Citrulline\t0.0\n", + "Carbon-L-Homoserine\t0.0\n", + "Carbon-2-Hydroxy-Benzoic-Acid\t0.0\n", + "SP4\t0.0\n", + "Sulfate-Ethylamine\t0.0\n", + "Sulfate-Salicin\t0.0\n", + "Phosphate-2-Deoxy-D-Glucose-6-Phosphate\t0.0\n", + "Carbon-Putrescine\t0.0\n", + "Carbon-D-Threonine\t0.0\n", + "Carbon-Pectin\t0.0\n", + "MethanogenMedia\t0.0\n", + "Carbon-Gentiobiose\t0.0\n", + "Sulfate-D-Cysteine\t0.0\n", + "Biolog-C-dna-N-dna-P-dna\t0.0\n", + "Carbon-a-D-Glucose\t0.0\n", + "Carbon-Oxalomalic-Acid\t0.0\n", + "Carbon-b-Hydroxy-Butyric-Acid\t0.0\n", + "Nitrogen-Met-Ala\t0.0\n", + "Biolog-C-lac-N-asp-l\t0.0\n", + "Carbon-Amygdalin\t0.0\n", + "Carbon-D-Tartaric-Acid\t0.0\n", + "Sulfate-Pectin\t0.0\n", + "Nitrogen-L-Homoserine\t0.0\n", + "Carbon-L-Ornithine\t0.0\n", + "Carbon-Chondroitin\t0.0\n", + "Carbon-tricarballylate\t0.0\n", + "Sulfate-Thymidine\t0.0\n", + "Phosphate-O-Phospho-L-Serine\t0.0\n", + "Sulfate-L-Methionine\t0.0\n", + "Sulfate-D-Galactose\t0.0\n", + "Phosphate-Adenosine-2-3-Cyclic-Monophosphate\t0.0\n", + "Sulfate-Xanthosine\t0.0\n", + "Sulfate-D-Psicose\t0.0\n", + "Carbon-L-Rhamnose\t0.0\n", + "Nitrogen-Uric-Acid\t0.0\n", + "Biolog-C-lac-N-met-l\t0.0\n", + "Sulfate-D-Glucuronate\t0.0\n", + "Carbon-L-Alanine\t0.0\n", + "Nitrogen-Tyramine\t0.0\n", + "Carbon-b-Phenylethylamine\t0.0\n", + "Phosphate-Phosphate\t0.0\n", + "Nitrogen-Ethanolamine\t0.0\n", + "Carbon-N-Acetyl-D-Glucosamine\t0.0\n", + "Sulfate-L-Glutamate\t0.0\n", + "Biolog-C-lac-N-glu-l\t0.0\n", + "Sulfate-Glutathione\t0.0\n", + "Sulfate-D-Galactosamine\t0.0\n", + "Sulfate-D-L-Lipoamide\t0.0\n", + "Carbon-Butylamine-sec\t0.0\n", + "NMS\t0.0\n", + "Nitrogen-N-Acetyl-D-L-Glutamic-Acid\t0.0\n", + "Sulfate-6-Deoxy-L-galactose\t0.0\n", + "Sulfate-Tween-20\t0.0\n", + "Sulfate-N-Acetyl-D-L-Methionine\t0.0\n", + "Biolog-C-lac-N-ile-l\t0.0\n", + "Sulfate-Ribitol\t0.0\n", + "Nitrogen-Uridine\t0.0\n", + "Sulfate-D-Fructose\t0.0\n", + "Carbon-L-Aspartic-Acid\t0.0\n", + "Sulfate-L-Alanine\t0.0\n", + "Carbon-L-Glutamic-Acid\t0.0\n", + "Sulfate-L-Cystine\t0.0\n", + "MinimalGrowthNoMedia\t0.0\n", + "ArgonneLBMedia\t0.0\n", + "Nitrogen-D-Galactosamine\t0.0\n", + "PlantAutotrophicMedia\t0.0\n", + "Biolog-C-dna\t0.0\n", + "Sulfate-Sucrose\t0.0\n", + "Carbon-b-D-Allose\t0.0\n", + "Nitrogen-L-Lysine\t0.0\n", + "Nitrogen-Gly-Gln\t0.0\n", + "Sulfate-Ala-His\t0.0\n", + "Nitrogen-L-Glutamic-Acid\t0.0\n", + "Carbon-Mannan\t0.0\n", + "PlantHeterotrophicMedia\t0.0\n", + "Sulfate-L-Arabinose\t0.0\n", + "Sulfate-Gentiobiose\t0.0\n", + "Carbon-D-Malic-Acid\t0.0\n", + "Carbon-Maltose\t0.0\n", + "Carbon-Sucrose\t0.0\n", + "Sulfate-Taurine\t0.0\n", + "Sulfate-Arbutin\t0.0\n", + "Carbon-N-Acetyl-D-Galactosamine\t0.0\n", + "Sulfate-Uracil\t0.0\n", + "Sulfate-Propane-1-2-diol\t0.0\n", + "Biolog-C-lac-N-acgam\t0.0\n", + "Carbon-D-Melezitose\t0.0\n", + "Sulfate-D-Ribose\t0.0\n", + "Carbon-D-Ribose\t0.0\n", + "Nitrogen-L-Methionine\t0.0\n", + "Phosphate-Tripolyphosphate\t0.0\n", + "Sulfate-D-Asparagine\t0.0\n", + "Sulfate-2-Hydroxyethane-Sulfonic-Acid\t0.0\n", + "Carbon-L-Alanyl-Glycine\t0.0\n", + "Nitrogen-Histamine\t0.0\n", + "Biolog-C-lac-N-adn\t0.0\n", + "Sulfate-Guanosine\t0.0\n", + "Carbon-D-Glucose-1-Phosphate\t0.0\n", + "Sulfate-tricarballylate\t0.0\n", + "Phosphate-Cytidine-3-Monophosphate\t0.0\n", + "Nitrogen-D-Glucosamine\t0.0\n", + "Sulfate-D-Methionine\t0.0\n", + "Carbon-D-Lactitol\t0.0\n", + "Biolog-C-lac-S-cys-l\t0.0\n", + "Carbon-sorbate\t0.0\n", + "Sulfate-N-Acetyl-D-glucosamine\t0.0\n", + "Carbon-a-Methyl-D-Glucoside\t0.0\n", + "Phosphate-2-Aminoethyl-Phosphonic-Acid\t0.0\n", + "Sulfate-Galactarate\t0.0\n", + "Carbon-L-Pyroglutamic-Acid\t0.0\n", + "Phosphate-b-Glycerol-Phosphate\t0.0\n", + "Sulfate-Glycerol\t0.0\n", + "Sulfate-Acetate\t0.0\n", + "Sulfate-Ala-Gln\t0.0\n", + "Carbon-D-Mannitol\t0.0\n", + "Phosphate-O-Phospho-D-Serine\t0.0\n", + "Carbon-D-L-Carnitine\t0.0\n", + "Sulfate-D-Xylose\t0.0\n", + "Sulfate-Cytosine\t0.0\n", + "Carbon-L-Threonine\t0.0\n", + "Sulfate-Maltose\t0.0\n", + "Phosphate-D-3-Phospho-Glyceric-Acid\t0.0\n", + "Carbon-N-Acetyl-b-D-Mannosamine\t0.0\n", + "Sulfate-Adenine\t0.0\n", + "Biolog-C-lac-N-his-l\t0.0\n", + "Carbon-D-Melibiose\t0.0\n", + "Sulfate-4-Hydroxybenzoate\t0.0\n", + "Biolog-C-lac-N-gly\t0.0\n", + "Carbon-Capric-Acid\t0.0\n", + "Sulfate-Butanoic-Acid\t0.0\n", + "Sulfate-D-Sorbitol\t0.0\n", + "Sulfate-Deoxyribose\t0.0\n", + "Nitrogen-D-L-a-Amino-N-Butyric-Acid\t0.0\n", + "Carbon-Glycogen\t0.0\n", + "Sulfate-Gelatine\t0.0\n", + "Sulfate-L-Cysteinyl-Glycine\t0.0\n", + "Biolog-C-lac-N-phe-l\t0.0\n", + "Biolog-C-gln-l-N-gln-l\t0.0\n", + "Nitrogen-D-Aspartic-Acid\t0.0\n", + "Sulfate-Putrescine\t0.0\n", + "Phosphate-Guanosine-3-5-Cyclic-Monophosphate\t0.0\n", + "Phosphate-Pyrophosphate\t0.0\n", + "Sulfate-L-Cysteic-Acid\t0.0\n", + "Sulfate-Nitrite\t0.0\n", + "Nitrogen-Biuret\t0.0\n", + "Sulfate-D-Mannose\t0.0\n", + "Sulfate-L-Glutamine\t0.0\n", + "Nitrogen-Gly-Glu\t0.0\n", + "Sulfate-Sulfate\t0.0\n", + "Nitrogen-Ala-His\t0.0\n", + "Carbon-D-Glucosaminic-Acid\t0.0\n", + "Nitrogen-Gly-Asn\t0.0\n", + "Sulfate-Tetrathionate\t0.0\n", + "Nitrogen-Formamide\t0.0\n", + "Nitrogen-Allantoin\t0.0\n", + "Carbon-L-Proline\t0.0\n", + "Biolog-C-cytd\t0.0\n", + "Carbon-D-Glucose-6-Phosphate\t0.0\n", + "Phosphate-D-Glucose-1-Phosphate\t0.0\n", + "Carbon-D-L-a-Glycerol-Phosphate\t0.0\n", + "Nitrogen-L-Threonine\t0.0\n", + "Sulfate-N-Acetyl-D-mannosamine\t0.0\n", + "Carbon-L-Xylose\t0.0\n", + "Carbon-Palatinose\t0.0\n", + "Carbon-3-Hydroxy-2-Butanone\t0.0\n", + "Biolog-C-lac-N-dna\t0.0\n", + "Carbon-Urocanic-Acid\t0.0\n", + "Carbon-Butyric-Acid\t0.0\n", + "Sulfate-L-Lyxose\t0.0\n", + "Carbon-Caproic-Acid\t0.0\n", + "Phosphate-Cytidine-5-Monophosphate\t0.0\n", + "Nitrogen-L-Phenylalanine\t0.0\n", + "Phosphate-Carbamyl-Phosphate\t0.0\n", + "Carbon-Dihydroxy-Acetone\t0.0\n", + "Carbon-D-Galacturonic-Acid\t0.0\n", + "Nitrogen-Ammonia\t0.0\n", + "Carbon-Pyruvic-Acid\t0.0\n", + "Carbon-Stachyose\t0.0\n", + "Nitrogen-L-Arginine\t0.0\n", + "Biolog-C-lac-S-gthrd\t0.0\n", + "Carbon-D-Alanine\t0.0\n", + "Carbon-D-L-Malic-Acid\t0.0\n", + "Sulfate-2-Amino-2-deoxy-D-glucon\t0.0\n", + "Carbon-D-Galactonic-Acid-g-Lactone\t0.0\n", + "Carbon-Glyoxylic-Acid\t0.0\n", + "Sulfate-Carbon\t0.0\n", + "Carbon-D-Raffinose\t0.0\n", + "Sulfate-Mannan\t0.0\n", + "Sulfate-Ala-Leu\t0.0\n", + "Biolog-C-dna-P-dna\t0.0\n", + "Carbon-Glycolic-Acid\t0.0\n", + "Carbon-Formic-Acid\t0.0\n", + "Sulfate-Methylamine\t0.0\n", + "Sulfate-Xanthine\t0.0\n", + "Biolog-C-lac-N-pro-l\t0.0\n", + "Carbon-2-Deoxy-Adenosine\t0.0\n", + "Nitrogen-L-Tryptophan\t0.0\n", + "Sulfate-Succinate\t0.0\n", + "Sulfate-Gly-Met\t0.0\n", + "Carbon-Dulcitol\t0.0\n", + "Carbon-a-D-Lactose\t0.0\n", + "Sulfate-Laminarin\t0.0\n", + "Carbon-L-Lysine\t0.0\n", + "Nitrogen-Hydroxylamine\t0.0\n", + "Sulfate-Taurocholic-Acid\t0.0\n", + "Sulfate-S-Lactate\t0.0\n", + "Phosphate-Guanosine-2-3-Cyclic-Monophosphate\t0.0\n", + "Nitrogen-Guanosine\t0.0\n", + "Sulfate-Oxalate\t0.0\n", + "Sulfate-Malonate\t0.0\n", + "Sulfate-D-Serine\t0.0\n", + "Nitrogen-L-Leucine\t0.0\n", + "Sulfate-Adenosine\t0.0\n", + "Biolog-C-lac-N-ser-l\t0.0\n", + "Sulfate-Tween-80\t0.0\n", + "Carbon-D-Fructose\t0.0\n", + "Nitrogen-Ala-Thr\t0.0\n", + "Biolog-C-lac-N-arg-l\t0.0\n", + "Carbon-4-Hydroxy-Benzoic-Acid\t0.0\n", + "Carbon-Laminarin\t0.0\n", + "Carbon-L-Isoleucine\t0.0\n", + "Carbon-N-Acetyl-Neuraminic-Acid\t0.0\n", + "Empty\t0.0\n", + "Carbon-L-Methionine\t0.0\n", + "Phosphate-Phosphocreatine\t0.0\n", + "Carbon-D-Galactose\t0.0\n", + "Sulfate-Urea\t0.0\n", + "Biolog-C-lac-N-leu-l\t0.0\n", + "Sulfate-sorbate\t0.0\n", + "Sulfate-Allantoin\t0.0\n", + "Carbon-a-Keto-Valeric-Acid\t0.0\n", + "Carbon-L-Fucose\t0.0\n", + "Sulfate-Hypotaurine\t0.0\n", + "Nitrogen-Cytosine\t0.0\n", + "Sulfate-L-Cysteine\t0.0\n", + "Nitrogen-Putrescine\t0.0\n", + "Nitrogen-L-Serine\t0.0\n", + "Carbon-i-Erythritol\t0.0\n", + "Biolog-C-lac-N-asn-l\t0.0\n", + "Carbon-m-Inositol\t0.0\n", + "Sulfate-Sebacic-acid\t0.0\n", + "Phosphate-Thymidine-5-Monophosphate\t0.0\n", + "Sulfate-L-Asparagine\t0.0\n", + "Carbon-Propionic-Acid\t0.0\n", + "Sulfate-D-Valine\t0.0\n", + "Carbon-2-Deoxy-D-Ribose\t0.0\n", + "Phosphate-O-Phosphoryl-Ethanolamine\t0.0\n", + "Carbon-Lactulose\t0.0\n", + "Nitrogen-D-Mannosamine\t0.0\n", + "Carbon-Succinic-Acid\t0.0\n", + "Sulfate-D-Lysine\t0.0\n", + "Sulfate-L-Leucine\t0.0\n", + "Biolog-C-lac-N-gln-l\t0.0\n", + "Sulfate-S-Malate\t0.0\n", + "Sulfate-2-Methylmaleate\t0.0\n", + "Sulfate-Glyoxylate\t0.0\n", + "Sulfate-b-Methyl-D-Glucoside\t0.0\n", + "Carbon-Inosine\t0.0\n", + "Nitrogen-Ala-Gln\t0.0\n", + "Phosphate-Phosphoryl-Choline\t0.0\n", + "Carbon-Sebacic-Acid\t0.0\n", + "Carbon-D-Arabinose\t0.0\n", + "Sulfate-N-Acetyl-L-glutamate\t0.0\n", + "Nitrogen-e-Amino-N-Caproic-Acid\t0.0\n", + "Biolog-C-lac-S-tsul\t0.0\n", + "Nitrogen-Adenine\t0.0\n", + "Carbon-D-Glucuronic-Acid\t0.0\n", + "Carbon-Chondroitin-Sulfate-C\t0.0\n", + "Carbon-D-Glucose\t0.0\n", + "Carbon-L-Serine\t0.0\n", + "Phosphate-Adenosine-3-Monophosphate\t0.0\n", + "Sulfate-Mannitol\t0.0\n", + "Nitrogen-L-Histidine\t0.0\n", + "Phosphate-Uridine-2-3-Cyclic-Monophosphate\t0.0\n", + "Phosphate-Phospho-L-Arginine\t0.0\n", + "Biolog-C-lac-S-so3\t0.0\n", + "Nitrogen-Gly-Met\t0.0\n", + "Sulfate-Thiourea\t0.0\n", + "Nitrogen-Methylamine\t0.0\n", + "Sulfate-L-Homoserine\t0.0\n", + "Carbon-Malonic-Acid\t0.0\n", + "Carbon-Adonitol\t0.0\n", + "Carbon-Inulin\t0.0\n", + "Carbon-L-Valine\t0.0\n", + "Carbon-D-Sorbitol\t0.0\n", + "Carbon-Tween-20\t0.0\n", + "Phosphate-O-Phospho-L-Tyrosine\t0.0\n", + "Nitrogen-Xanthosine\t0.0\n", + "Carbon-Ethanolamine\t0.0\n", + "Sulfate-Fumarate\t0.0\n", + "Sulfate-2-1-beta-D-Fructosyl-n\t0.0\n", + "Sulfate-L-Threonine\t0.0\n", + "Sulfate-D-Glucose-6-phosphate\t0.0\n", + "Carbon-Glycine\t0.0\n", + "Sulfate-Nitrate\t0.0\n", + "Carbon-L-Sorbose\t0.0\n", + "Carbon-Acetamide\t0.0\n", + "Carbon-Glycerol\t0.0\n", + "Sulfate-D-Galacturonate\t0.0\n", + "Sulfate-Itaconate\t0.0\n", + "Nitrogen-Thymine\t0.0\n", + "Phosphate-Cytidine-3-5-Cyclic-Monophosphate\t0.0\n", + "Sulfate-L-Tyrosine\t0.0\n", + "Sulfate-N-Acetyl-L-Cysteine\t0.0\n", + "Phosphate-D-L-a-Glycerol-Phosphate\t0.0\n", + "Sulfate-Glycine\t0.0\n", + "Nitrogen-d-Amino-N-Valeric-Acid\t0.0\n", + "Sulfate-D-Glucosamine\t0.0\n", + "Sulfate-5-Oxoproline\t0.0\n", + "Phosphate-D-Glucosamine-6-Phosphate\t0.0\n", + "Biolog-C-thr-l-N-thr-l\t0.0\n", + "Carbon-Acetoacetic-Acid\t0.0\n", + "Sulfate-L-Tryptophan\t0.0\n", + "Sulfate-Formamide\t0.0\n", + "Nitrogen-Agmatine\t0.0\n", + "Sulfate-D-L-Ethionine\t0.0\n", + "Biolog-C-glu-l-N-glu-l\t0.0\n", + "Carbon-D-Trehalose\t0.0\n", + "BU12_10\t0.0\n", + "BU7_LacPrx\t0.0\n", + "C-acetate\t0.0\n", + "C-Citrate\t0.0\n", + "C-D-Glucose\t0.0\n", + "fdx2_ActOxl_t2\t0.0\n", + "LB_4C_24h\t0.0\n", + "C-D-Lactate\t0.0\n", + "RefGlucoseMinimal\t0.0\n" + ] + } + ], + "source": [ + "kbase_api = cobrakbase.KBaseAPI()\n", + "#Getting B. theta model out of KBase\n", + "model = kbase_api.get_from_ws(\"E_iML1515.kb\",40576)\n", + "#Creating KBase media package for assigning constraints based on media\n", + "kmp = KBaseMediaPkg(model)\n", + "#Getting list of all media in KBase\n", + "media_list = kbase_api.list_objects(\"KBaseMedia\")\n", + "print(\"Media\\tGrowth\")\n", + "for media_info in media_list:\n", + " #Getting media object data\n", + " media = kbase_api.get_from_ws(media_info[1],media_info[6])\n", + " #Constraining model based on media\n", + " kmp.build_package(media)\n", + " #Optimizing model\n", + " solution=model.optimize()\n", + " #Printing predicted growth rate in media\n", + " print(media_info[1]+\"\\t\"+str(solution.objective_value))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/source/flux_analysis/MetaboFBAExample.ipynb b/docs/source/flux_analysis/MetaboFBAExample.ipynb new file mode 100644 index 00000000..722c08b0 --- /dev/null +++ b/docs/source/flux_analysis/MetaboFBAExample.ipynb @@ -0,0 +1,102 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# MetaboFBAPkg example" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.7\n" + ] + } + ], + "source": [ + "import sys\n", + "import cobra\n", + "import cplex\n", + "import cobrakbase\n", + "#Put the path to ModelSEEDpy on your machine here\n", + "sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", + "#import modelseedpy.fbapkg\n", + "from modelseedpy import GapfillingPkg, KBaseMediaPkg, MetaboFBAPkg\n", + "from modelseedpy import FBAHelper\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "ename": "SyntaxError", + "evalue": "invalid syntax (, line 18)", + "output_type": "error", + "traceback": [ + "\u001b[0;36m File \u001b[0;32m\"\"\u001b[0;36m, line \u001b[0;32m18\u001b[0m\n\u001b[0;31m mfp.build_package({\"peaks\":[{\"id\":\"peak.1\",\"inchi\":,\"set_objective\":1})\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n" + ] + } + ], + "source": [ + "kbase_api = cobrakbase.KBaseAPI()\n", + "model = kbase_api.get_from_ws(\"test_model\",18528)\n", + "pickaxe_model = kbase_api.get_from_ws(\"MMSyn3Expansion\",29280)\n", + "model.solver = 'optlang-cplex'\n", + "template = kbase_api.get_from_ws(\"GramNegModelTemplateV3\",\"NewKBaseModelTemplates\")\n", + "media = kbase_api.get_from_ws(\"Carbon-D-Glucose\",\"KBaseMedia\")\n", + "metabolome = kbase_api.get_from_ws(\"JCVI_Syn3_metabolomics\",29280)\n", + "FBAHelper.set_objective_from_target_reaction(model,\"bio1\")\n", + "copy_model = cobra.io.json.from_json(cobra.io.json.to_json(model))\n", + "gfp = GapfillingPkg(copy_model)\n", + "gfp.build_package({\n", + " \"default_gapfill_models\":[pickaxe_model]\n", + " \"default_gapfill_templates\":[template],\n", + " \"gapfill_all_indecies_with_default_templates\":1,\n", + " \"minimum_obj\":0.01,\n", + " \"set_objective\":0\n", + "})\n", + "kmp = KBaseMediaPkg(copy_model)\n", + "kmp.build_package(media)\n", + "mfp = MetaboFBAPkg(copy_model)\n", + "mfp.build_package({\"peaks\":metabolome.build_peaks_data(),\"set_objective\":1})\n", + "sol=model.optimize()\n", + "with open('MetaboFBA.lp', 'w') as out:\n", + " out.write(str(model.solver))\n", + "#Next minimize active reactions\n", + "model.summary()\n", + "\n", + "cobra.io.save_json_model(model,filename)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/source/kbase/FBAModel.ipynb b/docs/source/kbase/FBAModel.ipynb new file mode 100644 index 00000000..98ca603f --- /dev/null +++ b/docs/source/kbase/FBAModel.ipynb @@ -0,0 +1,957 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "3f4aa8cb-ae93-4ecb-8a7c-8a1d6ce7ce17", + "metadata": {}, + "source": [ + "# KBase COBRA Model " + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "02526cac-f111-4a81-bf5f-2aed7c9f9141", + "metadata": {}, + "outputs": [], + "source": [ + "import cobra\n", + "import logging\n", + "import cobrakbase\n", + "logger = logging.getLogger(__name__)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "ef0f9fa8-e95d-45ea-b761-9d17b0f2fdfc", + "metadata": {}, + "outputs": [], + "source": [ + "kbase = cobrakbase.KBaseAPI()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "66577827-8002-4f6b-a87d-fe20098671d1", + "metadata": {}, + "outputs": [], + "source": [ + "ws = \"filipeliu:narrative_1561151919387\"\n", + "cobra_model = kbase.get_from_ws('GCF_000005845.2.gf.mdl', ws)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "856ca0c3-6a83-4f12-9913-98e5204dae66", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
NameGCF_000005845.2.mdl
Memory address0x07f5c1b91be20
Number of metabolites1287
Number of reactions1566
Number of groups0
Objective expression1.0*bio1 - 1.0*bio1_reverse_b18f7
Compartmentsc0, e0
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cobra_model" + ] + }, + { + "cell_type": "markdown", + "id": "aff4c729-977f-4f76-beb7-7b5079526bbe", + "metadata": {}, + "source": [ + "### Run default FBA with solution of 298.498 (complete media)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "910c5087-5cda-4fe8-b697-5349dfcb128d", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 298.49841109986005

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd00007_e0EX_cpd00007_e0973.900.00%
cpd00023_e0EX_cpd00023_e0716.457.07%
cpd00024_e0EX_cpd00024_e0100059.87%
cpd00030_e0EX_cpd00030_e00.924300.00%
cpd00034_e0EX_cpd00034_e00.924300.00%
cpd00039_e0EX_cpd00039_e085.261.01%
cpd00041_e0EX_cpd00041_e047.1440.37%
cpd00048_e0EX_cpd00048_e00.924300.00%
cpd00051_e0EX_cpd00051_e073.6460.87%
cpd00054_e0EX_cpd00054_e09630.57%
cpd00058_e0EX_cpd00058_e00.924300.00%
cpd00063_e0EX_cpd00063_e00.924300.00%
cpd00065_e0EX_cpd00065_e014.09110.31%
cpd00066_e0EX_cpd00066_e046.1290.82%
cpd00069_e0EX_cpd00069_e036.0290.64%
cpd00079_e0EX_cpd00079_e050065.92%
cpd00080_e0EX_cpd00080_e0100035.92%
cpd00099_e0EX_cpd00099_e00.924300.00%
cpd00106_e0EX_cpd00106_e0992.547.84%
cpd00107_e0EX_cpd00107_e0137.561.63%
cpd00118_e0EX_cpd00118_e00.924340.01%
cpd00119_e0EX_cpd00119_e023.6660.28%
cpd00130_e0EX_cpd00130_e080.2240.63%
cpd00149_e0EX_cpd00149_e00.924300.00%
cpd00156_e0EX_cpd00156_e0105.151.04%
cpd00161_e0EX_cpd00161_e0402.243.17%
cpd00182_e0EX_cpd00182_e043.14100.85%
cpd00184_e0EX_cpd00184_e04.706100.09%
cpd00205_e0EX_cpd00205_e00.924300.00%
cpd00254_e0EX_cpd00254_e00.924300.00%
cpd00264_e0EX_cpd00264_e00.924370.01%
cpd00268_e0EX_cpd00268_e012.7500.00%
cpd00276_e0EX_cpd00276_e01000611.84%
cpd00277_e0EX_cpd00277_e010001019.74%
cpd00305_e0EX_cpd00305_e00.9243120.02%
cpd00311_e0EX_cpd00311_e049.9100.98%
cpd00322_e0EX_cpd00322_e072.1860.85%
cpd00355_e0EX_cpd00355_e01.849110.04%
cpd00367_e0EX_cpd00367_e0178.493.17%
cpd00644_e0EX_cpd00644_e01.84990.03%
cpd00794_e0EX_cpd00794_e0483.81211.46%
cpd01080_e0EX_cpd01080_e025.43180.90%
cpd03847_e0EX_cpd03847_e044.79141.24%
cpd10516_e0EX_cpd10516_e03.69700.00%
cpd11590_e0EX_cpd11590_e039.0780.62%
cpd15500_e0EX_cpd15500_e01.849510.19%
cpd17041_c0rxn13782_c0298.500.00%
cpd17042_c0rxn13783_c0298.500.00%
cpd17043_c0rxn13784_c0298.500.00%

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
cpd00009_e0EX_cpd00009_e0-100000.00%
cpd00011_e0EX_cpd00011_e0-100012.57%
cpd00012_e0EX_cpd00012_e0-129.700.00%
cpd00033_e0EX_cpd00033_e0-16820.86%
cpd00047_e0EX_cpd00047_e0-100012.57%
cpd00067_e0EX_cpd00067_e0-100000.00%
cpd00092_e0EX_cpd00092_e0-121.341.25%
cpd00100_e0EX_cpd00100_e0-467.533.60%
cpd00108_e0EX_cpd00108_e0-754.3611.63%
cpd00117_e0EX_cpd00117_e0-562.534.34%
cpd00122_e0EX_cpd00122_e0-1000820.56%
cpd00129_e0EX_cpd00129_e0-495.456.36%
cpd00137_e0EX_cpd00137_e0-1000615.42%
cpd00139_e0EX_cpd00139_e0-2.77320.01%
cpd00211_e0EX_cpd00211_e0-40.4340.42%
cpd00222_e0EX_cpd00222_e0-1000615.42%
cpd00226_e0EX_cpd00226_e0-1000512.85%
cpd00396_e0EX_cpd00396_e0-74.0961.14%
cpd01015_e0EX_cpd01015_e0-297.710.76%
cpd15499_e0EX_cpd15499_e0-1.849510.24%
cpd11416_c0SK_cpd11416_c0-298.500.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cobra_model.summary()" + ] + }, + { + "cell_type": "markdown", + "id": "48fc318f-9b59-489c-ba0d-a36351b47f93", + "metadata": {}, + "source": [ + "### Get media object from KBase \n", + "cobrakbase.core.kbasebiochem.media.Media" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "9682f2b4-9a5d-4c5d-9d2f-9d12420da0dd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "media = kbase.get_from_ws('Carbon-D-Glucose', ws)\n", + "print(type(media))" + ] + }, + { + "cell_type": "markdown", + "id": "01dc27a9-b76e-4564-9806-bf74aa8472f4", + "metadata": {}, + "source": [ + "### Run FBA with Carbon-D-Glucose media\n", + "`FBAModel.medium` = **dict or Media**\n", + "\n", + "- `FBAModel.medium` inherits default cobra medium setter but also accepts `cobrakbase.core.kbasebiochem.media.Media`" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "f6c0084a-4fda-4f36-ae48-313899042a15", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 0.6971420881250999

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd00009_e0EX_cpd00009_e00.566100.00%
cpd00013_e0EX_cpd00013_e05.97500.00%
cpd00027_e0EX_cpd00027_e056100.00%
cpd00030_e0EX_cpd00030_e00.00215900.00%
cpd00034_e0EX_cpd00034_e00.00215900.00%
cpd00048_e0EX_cpd00048_e00.155100.00%
cpd00058_e0EX_cpd00058_e00.00215900.00%
cpd00063_e0EX_cpd00063_e00.00215900.00%
cpd00099_e0EX_cpd00099_e00.00215900.00%
cpd00149_e0EX_cpd00149_e00.00215900.00%
cpd00205_e0EX_cpd00205_e00.00215900.00%
cpd00254_e0EX_cpd00254_e00.00215900.00%
cpd10516_e0EX_cpd10516_e00.00863500.00%
cpd17041_c0rxn13782_c00.697100.00%
cpd17042_c0rxn13783_c00.697100.00%
cpd17043_c0rxn13784_c00.697100.00%

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0-17.7500.00%
cpd00007_e0EX_cpd00007_e0-0.021600.00%
cpd00011_e0EX_cpd00011_e0-2.538199.41%
cpd00067_e0EX_cpd00067_e0-4.86500.00%
cpd15378_e0EX_cpd15378_e0-0.00215970.59%
cpd11416_c0SK_cpd11416_c0-0.697100.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cobra_model.medium = media\n", + "cobra_model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "d5b69daa-d168-45b9-a4a0-12c787dc8464", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'cpd00149_e0': (-100, 100),\n", + " 'cpd00099_e0': (-100, 100),\n", + " 'cpd00067_e0': (-100, 100),\n", + " 'cpd00063_e0': (-100, 100),\n", + " 'cpd00058_e0': (-100, 100),\n", + " 'cpd00048_e0': (-100, 100),\n", + " 'cpd00034_e0': (-100, 100),\n", + " 'cpd00030_e0': (-100, 100),\n", + " 'cpd00013_e0': (-100, 100),\n", + " 'cpd00009_e0': (-100, 100),\n", + " 'cpd00001_e0': (-100, 100),\n", + " 'cpd00007_e0': (-10, 100),\n", + " 'cpd00205_e0': (-100, 100),\n", + " 'cpd00254_e0': (-100, 100),\n", + " 'cpd00971_e0': (-100, 100),\n", + " 'cpd10515_e0': (-100, 100),\n", + " 'cpd10516_e0': (-100, 100),\n", + " 'cpd11574_e0': (-100, 100),\n", + " 'cpd00244_e0': (-100, 100),\n", + " 'cpd00027_e0': (-5, 100)}" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "media.get_media_constraints()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "567aa5c0-280d-434e-8de0-9a7b07b16f93", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Community Modeling/Index.ipynb b/docs/source/kbase/Index.ipynb similarity index 62% rename from examples/Community Modeling/Index.ipynb rename to docs/source/kbase/Index.ipynb index faabb4fd..4cd0cc43 100644 --- a/examples/Community Modeling/Index.ipynb +++ b/docs/source/kbase/Index.ipynb @@ -1,68 +1,61 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "\n", - "![ModelSEEDpy](../images/ms-logo-horizontal.png)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Back to the main [Index](../Index.ipynb)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Community Modeling" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Community Modeling examples with modelseedpy models." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Examples" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* [SteadyCom](SteadyCom_Example.ipynb) Running SteadyCom (Reframed Implementation) using KBase data" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# KBase" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The modelseedpy-kbase allows to interact with KBase workspace objects enabling data sharing and manipulation." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Examples" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The following examples demonstrate synchronization betweenModelSEEDpy & KBase" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* [Workspace](Workspace.ipynb) KBase workspace\n", + "* [KBase COBRA Model](FBAModel.ipynb) KBase FBAModel to ModelSEEDpy/COBRApy" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/source/kbase/Workspace.ipynb b/docs/source/kbase/Workspace.ipynb new file mode 100644 index 00000000..1e4b1caf --- /dev/null +++ b/docs/source/kbase/Workspace.ipynb @@ -0,0 +1,243 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "308becec-d420-4754-badf-7ce9914bade5", + "metadata": {}, + "source": [ + "# KBase Workspace" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "afbaad60-3c4d-476d-89bb-9b4f6eb1ca53", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.8\n" + ] + } + ], + "source": [ + "import cobrakbase" + ] + }, + { + "cell_type": "markdown", + "id": "a0c9a8fc-7855-4dcf-8ff5-74837dfeb57a", + "metadata": {}, + "source": [ + "## Initialize KBase client with a valid token" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "3c8738d1-a7f0-4296-892c-41257d3d67bc", + "metadata": {}, + "outputs": [], + "source": [ + "kbase = cobrakbase.KBaseAPI() # or kbase = cobrakbase.KBaseAPI(YOUR_LOGIN_TOKEN)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ebe2b75f-7d34-460c-8c4f-de57b7e76eb0", + "metadata": {}, + "outputs": [], + "source": [ + "ws = \"filipeliu:narrative_1561151919387\"" + ] + }, + { + "cell_type": "markdown", + "id": "7c64f6bc-656e-45ad-8356-4a423499f351", + "metadata": {}, + "source": [ + "#### Get Object\n", + "get_object returns raw dict object" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "a064f6ad-2e1e-482b-bd6e-ea0a73fc9d12", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "__VERSION__ \n", + "biochemistry_ref \n", + "biomasses \n", + "compartments \n", + "compcompounds \n", + "complexes \n", + "compounds \n", + "domain \n", + "id \n", + "name \n", + "pathways \n", + "reactions \n", + "roles \n", + "subsystems \n", + "type \n" + ] + } + ], + "source": [ + "data = kbase.get_object('GramNegModelTemplateV2', 'NewKBaseModelTemplates')\n", + "for k in data:\n", + " print(k, type(data[k]))" + ] + }, + { + "cell_type": "markdown", + "id": "303659ad-2591-4cf9-ad45-b2e42ca53e69", + "metadata": {}, + "source": [ + "get_from_ws returns ModelSEEDpy datatypes (e.g., Model, Genome, Media, Template)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "d8c518e4-6241-4644-92c9-642dc63b4e5f", + "metadata": {}, + "outputs": [], + "source": [ + "template = kbase.get_from_ws('GramNegModelTemplateV2', 'NewKBaseModelTemplates')" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "657ee707-e88a-4b48-ab63-d3448a4e241d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
IDGramNegative.modeltemplate
Memory address0x07f8e8fb4c730
Number of metabolites6359
Number of species6884
Number of reactions8656
Number of roles20572
Number of complexes9764
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "template" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "8f458ab0-a68c-4564-8179-753815eb468d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Reaction identifierrxn00001_c
Namediphosphate phosphohydrolase
Memory address0x07f8e84198820
Stoichiometry\n", + "

cpd00001_c + cpd00012_c --> 2 cpd00009_c + cpd00067_c

\n", + "

H2O + PPi --> 2 Phosphate + H+

\n", + "
GPRcpx01835 or cpx01834 or cpx34574 or cpx52693 or cpx01833
Lower bound0
Upper bound1000
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "template.reactions.rxn00001_c" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c56f1fc5-4f7c-4b52-9623-11d4a6cf95dd", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/source/model_reconstruction/Biochem.ipynb b/docs/source/model_reconstruction/Biochem.ipynb new file mode 100644 index 00000000..42583003 --- /dev/null +++ b/docs/source/model_reconstruction/Biochem.ipynb @@ -0,0 +1,3324 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "7f53fcb3-4b49-4d57-a2e5-afa555378ce0", + "metadata": {}, + "source": [ + "# Reading ModelSEED Biochemistry from ModelSEED Database\n", + "\n", + "This notebook provides examples to read data from the biochemistry database" + ] + }, + { + "cell_type": "markdown", + "id": "74246002-2a2e-405c-8aa0-2ed382c752cc", + "metadata": {}, + "source": [ + "The biochemistry database is represented by the `modelseedpy.biochem.modelseed_biochem.ModelSEEDDatabase` class\n", + "\n", + "The database can be instantiated from either a local github copy of the database repository or loaded via web url from github.\n", + "* `from_local` - from_local(*path to repository*)\n", + " * Example:\n", + " 1. first we obtain a copy of the repository: `git clone https://github.com/ModelSEED/ModelSEEDDatabase.git`\n", + " 2. then we can load the repository with `from_local`: `from_local('/home/user/ModelSEEDDatabase')`\n", + "* `from_github` - from_github(*commit version*)\n", + " * Example:\n", + " * load the dev branch from github (default: https://github.com/ModelSEED/ModelSEEDDatabase): `from_github('dev')`\n", + " * load a specific commit version from github: `from_github('194ac8afe48f8a606c0dd07ba3c7af10c02ba2fd')`\n", + " * load from another fork/repository: `from_github('master', 'https://raw.githubusercontent.com/Fxe/ModelSEEDDatabase')`" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "ac3992a9-d5b3-48d7-b744-0dd08a32df27", + "metadata": {}, + "outputs": [], + "source": [ + "import logging\n", + "import pandas as pd\n", + "from modelseedpy.biochem.modelseed_biochem import get_structures_from_df, get_aliases_from_df, get_names_from_df, process_aliases, load_metabolites_from_df\n", + "from modelseedpy.biochem.modelseed_biochem import ALIAS_RXN_IDENTIFIERS_ORG, ALIAS_MODELS\n", + "from modelseedpy.biochem.modelseed_biochem import from_local2, from_local, from_github\n", + "from modelseedpy.biochem.modelseed_reaction import ModelSEEDReaction, ModelSEEDReaction2\n", + "logger = logging.getLogger(__name__)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "65ecaae2-d062-4221-b567-dddd4eec15bd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 16.8 s, sys: 668 ms, total: 17.5 s\n", + "Wall time: 17.5 s\n" + ] + } + ], + "source": [ + "%%time\n", + "modelseed_local2 = from_local2('/home/fliu/workspace/python/ModelSEEDDatabase/')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "cc04b352-3890-4bad-8a16-c9a05e401be2", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 42.2 s, sys: 503 ms, total: 42.7 s\n", + "Wall time: 42.7 s\n" + ] + } + ], + "source": [ + "%%time\n", + "modelseed_local1 = from_local('/home/fliu/workspace/python/ModelSEEDDatabase/')" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "43934d69-bbd0-4cab-ab7f-a6e4296a7b56", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 18.8 s, sys: 1.12 s, total: 19.9 s\n", + "Wall time: 24.3 s\n" + ] + } + ], + "source": [ + "%%time\n", + "modelseed_git = from_github('dev')" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "7e4ce949-7c34-408e-976b-77d7eaf0993f", + "metadata": {}, + "outputs": [], + "source": [ + "inchi_key_lookup = {}\n", + "for cpd in modelseed_git.compounds:\n", + " inchi_key = cpd.inchi_key\n", + " inchi_key = None if pd.isna(inchi_key) or len(inchi_key) == 0 else inchi_key\n", + " cpd.inchi_key = inchi_key\n", + " if cpd.inchi_key:\n", + " a, b, p = cpd.inchi_key.split('-')\n", + " if a not in inchi_key_lookup:\n", + " inchi_key_lookup[a] = {}\n", + " if b not in inchi_key_lookup[a]:\n", + " inchi_key_lookup[a][b] = set()\n", + " inchi_key_lookup[a][b].add((cpd.id, p))" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "27d973b2-67af-43a0-b418-737843aeb038", + "metadata": {}, + "outputs": [], + "source": [ + "metabolite_reactions = {}\n", + "for rxn in modelseed_git.reactions:\n", + " if not rxn.is_obsolete:\n", + " for m in rxn.metabolites:\n", + " if m.seed_id not in metabolite_reactions:\n", + " metabolite_reactions[m.seed_id] = set()\n", + " metabolite_reactions[m.seed_id].add(rxn.id)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "28c90f2a-3f21-4616-8c69-2c746be512ec", + "metadata": {}, + "outputs": [], + "source": [ + "import cobrakbase\n", + "kbase = cobrakbase.KBaseAPI()\n", + "genome = kbase.get_from_ws('87388/3/1')" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "87e117e3-762c-4840-a40b-66714ef675f5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'aliases': [['protein_id', 'WP_066378293.1'], ['locus_tag', 'A3776_RS08395']],\n", + " 'cdss': ['A3776_RS08395_CDS_1'],\n", + " 'dna_sequence': 'ATGATTGTACCCTTGCTATATCTGGCTTTAGCCGGAGCCTATCTATTAGTTGTCCCGGTGGCTTTAATGCTTTACCTCAACCTACGCTGGTATACGGCTGGCTCGATTGAGCGCACCGTCATGTATTTTTTTGTATTTTTGTTCTTTCCCGGACTGTTGGTTTTGTCGCCGTTTGTGAATCTGCGACCCAAACCCCGCAAAATTGAAGTTTAA',\n", + " 'dna_sequence_length': 213,\n", + " 'functions': ['NADH dehydrogenase subunit', 'NdhL'],\n", + " 'id': 'A3776_RS08395',\n", + " 'location': [['NZ_LUHI01000036.1', 21434, '-', 213]],\n", + " 'md5': '1ae8b7b3d705b63184c99a9711785d23',\n", + " 'protein_md5': '1ae8b7b3d705b63184c99a9711785d23',\n", + " 'protein_translation': 'MIVPLLYLALAGAYLLVVPVALMLYLNLRWYTAGSIERTVMYFFVFLFFPGLLVLSPFVNLRPKPRKIEV',\n", + " 'protein_translation_length': 70,\n", + " 'quality': {'hit_count': 5, 'weighted_hit_count': 5.5205}}" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "genome.features.get_by_id('A3776_RS08395').data" + ] + }, + { + "cell_type": "code", + "execution_count": 221, + "id": "d950807e-d2b1-423e-be71-7f54a5a35930", + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "data = None\n", + "with open('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_single.json', 'r') as fh:\n", + " data = json.load(fh)" + ] + }, + { + "cell_type": "code", + "execution_count": 222, + "id": "80409e3f-e672-47bc-b275-715f79276bfb", + "metadata": {}, + "outputs": [], + "source": [ + "%run /home/fliu/workspace/data/sbml/iAnC892/tools.py\n", + "integrate_to_seed(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 161, + "id": "d644b65e-3955-4da4-b346-3a3e4d0cd9ae", + "metadata": {}, + "outputs": [], + "source": [ + "with open('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_single_mapped.json', 'w') as fh:\n", + " fh.write(json.dumps(data, indent=4, sort_keys=True))" + ] + }, + { + "cell_type": "code", + "execution_count": 162, + "id": "df7e8efe-df5c-48a5-b240-48b7f51996ec", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 163, + "id": "b9906460-1807-45ce-9b8b-65f4a910fce2", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 223, + "id": "e64a4938-9fa5-496d-9658-633b88c0ae56", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 224, + "id": "93c0dcbd-fdb0-41f7-8e70-f02668fe4108", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Metabolite identifiercpd00011_p
NameCO2
Memory address0x07fcba66f68e0
FormulaCO2
Compartmentp
In 2 reaction(s)\n", + " cpd00011exccc_p, cpd00011excpp_e
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 224, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_mapped.metabolites.cpd00011_p" + ] + }, + { + "cell_type": "code", + "execution_count": 225, + "id": "3a7c8dc8-2a5c-46e5-b850-432f622b9e9f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 obj_ATP = 0.8035714285714285

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd11632_eEX_cpd11632_e0.500.00%
hvphoton1_eEX_hvphoton1_e0.500.00%

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 225, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_mapped = cobra.io.load_json_model('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_single_mapped.json')\n", + "from modelseedpy import MSBuilder\n", + "from cobra.core import Reaction\n", + "MSBuilder.build_exchanges(model_mapped, 'e')\n", + "atp_obj = Reaction('obj_ATP', 'ATP objective function', 'objetive function', 0, 1000)\n", + "atp_obj.add_metabolites({\n", + " model_mapped.metabolites.cpd00001_c: -1,\n", + " model_mapped.metabolites.cpd00002_c: -1,\n", + " model_mapped.metabolites.cpd00008_c: 1,\n", + " model_mapped.metabolites.cpd00009_c: 1,\n", + " model_mapped.metabolites.cpd00067_c: 1,\n", + "})\n", + "model_mapped.add_reactions([atp_obj])\n", + "model_mapped.objective = 'obj_ATP'\n", + "model_mapped.medium = {\n", + " #'EX_cpd00067_e': 1,\n", + " 'EX_cpd11632_e': 0.5,\n", + " #'EX_hvphoton2_e': 0.5,\n", + " 'EX_hvphoton1_e': 0.5\n", + "}\n", + "#1.0 obj_ATP = 0.8035714285714285\n", + "model_mapped.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 197, + "id": "ae9ff50c-d433-46b6-91c1-efb2ceaa8594", + "metadata": {}, + "outputs": [], + "source": [ + "model_mapped.medium = {\n", + " 'EX_cpd00067_e': 1\n", + " }\n", + "sol = cobra.flux_analysis.pfba(model_mapped)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ef5ccc4d-ef83-455d-8602-1c37bca79558", + "metadata": {}, + "outputs": [], + "source": [ + "for a in [{'EX_cpd11632_e': 1}, {'EX_hvphoton1_e': 1}]:\n", + " model_mapped.medium = {\n", + " k.id: 1,\n", + " }\n", + " sol = cobra.flux_analysis.pfba(model_mapped)\n", + "\n", + " print(model_mapped.medium)\n", + " ss = f\"{cpd.id}\\t{cpd.name}\\t{sol.fluxes['obj_ATP']}\\t{sol.status}\"\n", + " print(ss)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7a57bcf3-1dbc-4e2d-899a-5b3fdaef9c63", + "metadata": {}, + "outputs": [], + "source": [ + "#glc/O2 22.857142857142854\n", + "#glc 0" + ] + }, + { + "cell_type": "code", + "execution_count": 218, + "id": "24fe768b-c842-4eb6-ba83-5d3013f1ddb1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 obj_ATP = 0.0

Uptake

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MetaboliteReactionFluxC-NumberC-Flux

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 218, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_mapped.medium = {\n", + " 'EX_cpd00067_e': 1000,\n", + " 'EX_cpd00001_e': 1000,\n", + " 'EX_cpd00242_e': 1, #H2CO3\n", + " 'EX_cpd00528_e': 1000, #N2\n", + " 'EX_cpd00011_e': 1000, #co2\n", + " 'EX_cpd00007_e': 0, #O2\n", + " 'EX_cpd11632_e': 0,\n", + " 'EX_hvphoton1_e': 0,\n", + " 'EX_cpd00027_e': 1,\n", + " 'EX_cpd00048_e': 1,\n", + " 'EX_cpd00209_e': 1,\n", + " 'EX_cpd11640_e': 1, #H2\n", + " 'EX_cpd00268_e': 10\n", + " }\n", + "model_mapped.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 203, + "id": "511cbac2-307e-4834-b301-41d0b3596451", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cpd11632_e\tPhotosystem 2 photon\t0.8571428571428571\toptimal\n", + "hvphoton1_e\tPhotosystem 1 photon\t0.75\toptimal\n", + "cpd00067_e\tH+\t0.0\toptimal\n", + "cpd00001_e\tH2O\t0.0\toptimal\n", + "cpd00007_e\tO2\t0.0\toptimal\n", + "cpd00009_e\tPhosphate\t0.0\toptimal\n", + "cpd00048_e\tSulfate\t0.0\toptimal\n", + "cpd00209_e\tNitrate\t0.0\toptimal\n", + "cpd00254_e\tMg\t0.0\toptimal\n", + "cpd10515_e\tFe+2\t0.0\toptimal\n", + "cpd00149_e\tCo2+\t0.0\toptimal\n", + "cpd00034_e\tZn2+\t0.0\toptimal\n", + "cpd00058_e\tCu2+\t0.0\toptimal\n", + "cpd20863_e\tMn2+\t0.0\toptimal\n", + "cpd00063_e\tCa2+\t0.0\toptimal\n", + "cpd00205_e\tK+\t0.0\toptimal\n", + "cpd00971_e\tNa+\t0.0\toptimal\n", + "cpd11574_e\tMolybdate\t0.0\toptimal\n", + "cpd00011_e\tCO2\t0.0\toptimal\n", + "cpd00528_e\tN2\t0.0\toptimal\n", + "cpd00027_e\tD-Glucose\t0.0\toptimal\n", + "cpd00053_e\tL-Glutamine\t0.0\toptimal\n", + "cpd00107_e\tL-Leucine\t0.0\toptimal\n", + "cpd00118_e\tPutrescine\t0.0\toptimal\n", + "cpd00129_e\tL-Proline\t0.0\toptimal\n", + "cpd00156_e\tL-Valine\t0.0\toptimal\n", + "cpd00179_e\tMaltose\t0.0\toptimal\n", + "cpd00264_e\tSpermidine\t0.0\toptimal\n", + "cpd00268_e\tH2S2O3\t0.0\toptimal\n", + "cpd00322_e\tL-Isoleucine\t0.0\toptimal\n", + "cpd03725_e\tFe(III)dicitrate\t0.0\toptimal\n", + "cpd00060_e\tL-Methionine\t0.0\toptimal\n", + "cpd00104_e\tBIOT\t0.0\toptimal\n", + "cpd01012_e\tCd2+\t0.0\toptimal\n", + "cpd11593_e\tala-L-asp-L\t0.0\toptimal\n", + "cpd00159_e\tL-Lactate\t0.0\toptimal\n", + "cpd01262_e\tAmylotriose\t0.0\toptimal\n", + "cpd01329_e\tMaltohexaose\t0.0\toptimal\n", + "cpd00242_e\tH2CO3\t0.0\toptimal\n", + "cpd00013_e\tcpd00013[e]\t0.0\toptimal\n", + "cpd11640_e\tH2\t0.0\toptimal\n" + ] + } + ], + "source": [ + "for k in model_mapped.exchanges:\n", + " cpd = list(k.metabolites)[0]\n", + " model_mapped.medium = {\n", + " k.id: 1,\n", + " }\n", + " sol = cobra.flux_analysis.pfba(model_mapped)\n", + " ss = f\"{cpd.id}\\t{cpd.name}\\t{sol.fluxes['obj_ATP']}\\t{sol.status}\"\n", + " print(ss)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "1c6bc2f8-d523-440b-904c-5acd4db54860", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Dihydroorotate dehydrogenase (quinone) (EC 1.3.5.2)\n", + "Putative dihydropyrimidine dehydrogenase [NADP+], similar to dihydroorotate dehydrogenase\n" + ] + } + ], + "source": [ + "for k in ['A3776_RS12690', 'A3776_RS16110']:\n", + " for o in genome.features.get_by_id(k).functions:\n", + " print(o)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "15430fde-162c-4476-9319-35ebcf0541c1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "NDH1_1u_k A3776_RS06230 and A3776_RS16180 and A3776_RS20905 and A3776_RS06215 and A3776_RS06220 and A3776_RS19180 and ( A3776_RS06225 or A3776_RS21975 ) and A3776_RS20895 and A3776_RS20900 and A3776_RS08395 and A3776_RS11390 and A3776_RS03245 and A3776_RS09810 and A3776_RS09805 and A3776_RS09800 and ( A3776_RS08060 or A3776_RS10415 or A3776_RS22280 ) and ( A3776_RS03760 or A3776_RS08065 or A3776_RS18720 )\n", + "NDH1_1p_p A3776_RS06230 and A3776_RS16180 and A3776_RS20905 and A3776_RS06215 and A3776_RS06220 and A3776_RS19180 and ( A3776_RS06225 or A3776_RS21975 ) and A3776_RS20895 and A3776_RS20900 and A3776_RS08395 and A3776_RS11390 and A3776_RS03245 and A3776_RS09810 and A3776_RS09805 and A3776_RS09800 and ( A3776_RS08060 or A3776_RS10415 or A3776_RS22280 ) and ( A3776_RS03760 or A3776_RS08065 or A3776_RS18720 )\n", + "NDH1_4pp_p A3776_RS06230 and A3776_RS16180 and A3776_RS20905 and A3776_RS06215 and A3776_RS06220 and A3776_RS19180 and ( A3776_RS06225 or A3776_RS21975 ) and A3776_RS20895 and A3776_RS20900 and A3776_RS08395 and A3776_RS11390 and A3776_RS03245 and A3776_RS09810 and A3776_RS09805 and A3776_RS09800 and ( A3776_RS03765 or A3776_RS18715 ) and ( A3776_RS03760 or A3776_RS08065 or A3776_RS18720 ) and A3776_RS03770\n", + "NDH1_3u_k A3776_RS06230 and A3776_RS16180 and A3776_RS20905 and A3776_RS06215 and A3776_RS06220 and A3776_RS19180 and ( A3776_RS06225 or A3776_RS21975 ) and A3776_RS20895 and A3776_RS20900 and A3776_RS08395 and A3776_RS11390 and A3776_RS03245 and A3776_RS09810 and A3776_RS09805 and A3776_RS09800 and ( A3776_RS08060 or A3776_RS10415 or A3776_RS22280 ) and ( A3776_RS03760 or A3776_RS08065 or A3776_RS18720 ) and A3776_RS18710 and A3776_RS04105\n", + "NDH1_2p_p A3776_RS06230 and A3776_RS16180 and A3776_RS20905 and A3776_RS06215 and A3776_RS06220 and A3776_RS19180 and ( A3776_RS06225 or A3776_RS21975 ) and A3776_RS20895 and A3776_RS20900 and A3776_RS08395 and A3776_RS11390 and A3776_RS03245 and A3776_RS09810 and A3776_RS09805 and A3776_RS09800 and ( A3776_RS08060 or A3776_RS10415 or A3776_RS22280 ) and ( A3776_RS03760 or A3776_RS08065 or A3776_RS18720 )\n", + "NDH1_2u_k A3776_RS06230 and A3776_RS16180 and A3776_RS20905 and A3776_RS06215 and A3776_RS06220 and A3776_RS19180 and ( A3776_RS06225 or A3776_RS21975 ) and A3776_RS20895 and A3776_RS20900 and A3776_RS08395 and A3776_RS11390 and A3776_RS03245 and A3776_RS09810 and A3776_RS09805 and A3776_RS09800 and ( A3776_RS08060 or A3776_RS10415 or A3776_RS22280 ) and ( A3776_RS03760 or A3776_RS08065 or A3776_RS18720 )\n", + "rxn08335_p_p A3776_RS12690\n", + "DHORD_PQ9_k A3776_RS12690 or A3776_RS16110\n" + ] + } + ], + "source": [ + "for rxn_id in super_c:\n", + " if rxn_id in model.reactions:\n", + " stoich_key, compartment_setup = super_c[rxn_id]\n", + " rxn_model = model.reactions.get_by_id(rxn_id)\n", + " print(rxn_model.id, rxn_model.gene_reaction_rule)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "d91f26d4-f2d1-4231-9408-7a451a304399", + "metadata": {}, + "outputs": [], + "source": [ + "import cobra\n", + "model = cobra.io.load_json_model('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_single.json')" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "id": "43f03e38-ea9b-462d-b69c-aea595fdd8bd", + "metadata": {}, + "outputs": [ + { + "data": { + 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Reaction identifierCBFCu_k
Namecytochrome b6/f complex
Memory address0x07fcbbf9f9f70
Stoichiometry\n", + "

2.0 cpd00067_c + 2.0 cpd12265_k + cpd16503_k --> 4.0 cpd00067_k + cpd07274_k + 2.0 cpd12239_k

\n", + "

2.0 H+ + 2.0 Oxidized plastocyanin + Plastoquinol-9 --> 4.0 H+ + Plastoquinone A + 2.0 Reduced plastocyanin

\n", + "
GPRA3776_RS13955 or A3776_RS22750
Lower bound0.0
Upper bound1000.0
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.reactions.CBFCu_k" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "7c892248-657d-40aa-b73f-57331a0e7948", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cpd00007_0 0 cpd00007_k\n", + "-1.0\n", + "cpd00067_0 0 cpd00067_k\n", + "-4.0\n", + "cpd16503_0 0 cpd16503_k\n", + "-2.0\n", + "cpd00001_0 0 cpd00001_k\n", + "2.0\n", + "cpd00067_1 1 cpd00067_c\n", + "4.0\n", + "cpd07274_0 0 cpd07274_k\n", + "2.0\n", + "cpd11632_0 0 cpd11632_k\n", + "1.0\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Reaction identifierrxn46370_k
Namenan
Memory address0x07fcbbc01f790
Stoichiometry\n", + "

cpd00007_k + 4.0 cpd00067_k + 2.0 cpd16503_k <=> 2.0 cpd00001_k + 4.0 cpd00067_c + 2.0 cpd07274_k + cpd11632_k

\n", + "

O2 + 4.0 H+ + 2.0 Plastoquinol-9 <=> 2.0 H2O + 4.0 H+ + 2.0 Plastoquinone A + hn

\n", + "
GPR
Lower bound-1000
Upper bound1000
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "seed_build = {\n", + " 'PSII_k': ('rxn46370', {'0': 'k', '1': 'c'}),\n", + "}\n", + "modelseed_git.reactions.rxn46370.to_template_reaction({'0': 'k', '1': 'c'})" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4556b85c-5d82-45e0-b9bb-e9860adf35a4", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 170, + "id": "4436bbf2-885f-41a4-ab76-87f688447cb1", + "metadata": {}, + "outputs": [], + "source": [ + "#rxn37623: cpd00005_0 + 3.0 cpd00067_0 + cpd07274_0 <=> cpd00006_0 + cpd29046_0\n", + "#rxn37623 NADPH + 3.0 H+ + Plastoquinone A <=> NADP + plastoquinol A\n", + "#rxn36824 NADPH + H+ + Plastoquinone A <=> NADP + Plastoquinol-9\n", + "#rxn36824: cpd00005_0 + cpd00067_0 + cpd07274_0 <=> cpd00006_0 + cpd16503_0\n", + "super_c = {\n", + " 'NDH1_1u_k': ('NDH1_1u_k', {'0': 'c', '1': 'k'}),\n", + " 'NDH1_1p_p': ('NDH1_1u_k', {'0': 'c', '1': 'p'}),\n", + " 'NDH1_4pp_p': ('NDH1_3u_k', {'0': 'c', '1': 'p'}),\n", + " 'NDH1_3u_k': ('NDH1_3u_k', {'0': 'c', '1': 'k'}),\n", + " 'NDH1_2p_p': ('NDH1_2u_k', {'0': 'c', '1': 'p'}),\n", + " 'NDH1_2u_k': ('NDH1_2u_k', {'0': 'c', '1': 'k'}),\n", + " \n", + " 'rxn08335_p_p': ('DHORD_PQ9_k', {'0': 'c', '1': 'p'}),\n", + " 'DHORD_PQ9_k': ('DHORD_PQ9_k', {'0': 'c', '1': 'k'}),\n", + " 'FQR_k': ('FQR_k', {'0': 'c', '1': 'k'}),\n", + " 'CBFCu_k': ('CBFCu_k', {'0': 'c', '1': 'k'}),\n", + "}\n", + "# cpd00005_c + 4.0 cpd00067_c + cpd07274_k --> cpd00006_c + 3.0 cpd00067_k + cpd16503_k\n", + "#NDH1_1p_p: cpd00005_c + 4.0 cpd00067_c + cpd07274_p --> cpd00006_c + 3.0 cpd00067_p + cpd16503_p\n", + "#NDH1_1u_k: cpd00005_c + 4.0 cpd00067_c + cpd07274_k --> cpd00006_c + 3.0 cpd00067_k + cpd16503_k\n", + "super_s = {\n", + " 'NDH1_1u_k': {\n", + " ('cpd00005', '0'): -1, \n", + " ('cpd00067', '0'): -4, \n", + " ('cpd07274', '1'): -1,\n", + " ('cpd00006', '0'): 1, \n", + " ('cpd00067', '1'): 3, \n", + " ('cpd16503', '1'): 1\n", + " },\n", + "\n", + "#NDH1_4pp_p: cpd00001_c + cpd00005_c + cpd00011_p + 3.0 cpd00067_c + cpd07274_p --> cpd00006_c + 3.0 cpd00067_p + cpd00242_c + cpd16503_p\n", + "#NDH1_3u_k : cpd00001_c + cpd00005_c + cpd00011_p + 3.0 cpd00067_c + cpd07274_k --> cpd00006_c + 3.0 cpd00067_k + cpd00242_c + cpd16503_k\n", + " 'NDH1_3u_k': {\n", + " ('cpd00001', '0'): -1, \n", + " ('cpd00005', '0'): -1, \n", + " ('cpd00011', '0'): -1,\n", + " ('cpd00067', '0'): -3,\n", + " ('cpd07274', '1'): -1,\n", + " ('cpd00006', '0'): 1, \n", + " ('cpd00067', '1'): 3, \n", + " ('cpd00242', '0'): 1,\n", + " ('cpd16503', '1'): 1\n", + " },\n", + "#NDH1_2p_p: cpd00004_c + 4.0 cpd00067_c + cpd07274_p --> cpd00003_c + 3.0 cpd00067_p + cpd16503_p\n", + "#NDH1_2u_k: cpd00004_c + 4.0 cpd00067_c + cpd07274_k --> cpd00003_c + 3.0 cpd00067_k + cpd16503_k\n", + " 'NDH1_2u_k': {\n", + " ('cpd00004', '0'): -1, \n", + " ('cpd00067', '0'): -4, \n", + " ('cpd07274', '1'): -1,\n", + " ('cpd00003', '0'): 1,\n", + " ('cpd00067', '1'): 3, \n", + " ('cpd16503', '1'): 1\n", + " },\n", + "#NDH2_syn_k: cpd00004_c + cpd00067_c + cpd07274_k --> cpd00003_c + cpd16503_k\n", + " 'NDH2_syn_k': {\n", + " ('cpd00004', 'c'): -1, \n", + " ('cpd00067', 'c'): -1, \n", + " ('cpd07274', 'k'): -1,\n", + " ('cpd00003', 'c'): 1,\n", + " ('cpd16503', 'k'): 1\n", + " },\n", + "#rxn08335_p_p: cpd00282_c + cpd07274_p --> cpd00247_c + cpd16503_p\n", + "#DHORD_PQ9_k : cpd00282_c + cpd07274_k --> cpd00247_c + cpd16503_k\n", + " 'DHORD_PQ9_k': {\n", + " ('cpd00282', '0'): -1, \n", + " ('cpd07274', '1'): -1, \n", + " ('cpd00247', '0'): 1,\n", + " ('cpd16503', '1'): 1\n", + " },\n", + "#FQR_k: 2.0 cpd00067_c + cpd07274_k + 2.0 cpd11620_c --> 2.0 cpd11621_c + cpd16503_k\n", + " 'FQR_k': {\n", + " ('cpd00067', '0'): -2, \n", + " ('cpd07274', '1'): -1, \n", + " ('cpd11620', '0'): -2,\n", + " ('cpd11621', '0'): 2,\n", + " ('cpd16503', '1'): 1\n", + " },\n", + "#CBFCu_k: 2.0 cpd00067_c + 2.0 cpd12265_k + cpd16503_k --> 4.0 cpd00067_k + cpd07274_k + 2.0 cpd12239_k\n", + " 'CBFCu_k': {\n", + " ('cpd00067', '0'): -2, \n", + " ('cpd12265', '1'): -2, \n", + " ('cpd16503', '1'): -1,\n", + " ('cpd00067', '1'): 4,\n", + " ('cpd07274', '1'): 1,\n", + " ('cpd12239', '1'): 2\n", + " },\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 150, + "id": "aecd7819-ac3f-4ec7-90f1-d262a6a5fb3e", + "metadata": {}, + "outputs": [], + "source": [ + "# CYTBDu_k -> DB with pq9" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e5d103f6-1cef-4851-a845-68eeb80298ef", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 174, + "id": "3ce735a9-be63-4144-a466-d36b4c5b09f1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "NDH1_1u_k True\n", + "NDH1_1p_p True\n", + "NDH1_4pp_p True\n", + "NDH1_3u_k True\n", + "NDH1_2p_p True\n", + "NDH1_2u_k True\n", + "rxn08335_p_p True\n", + "DHORD_PQ9_k True\n", + "FQR_k True\n", + "CBFCu_k True\n" + ] + } + ], + "source": [ + "def test(model_mapped):\n", + " for rxn_id in super_c:\n", + " if rxn_id in model_mapped.reactions:\n", + " stoich_key, compartment_setup = super_c[rxn_id]\n", + " rxn_model = model_mapped.reactions.get_by_id(rxn_id)\n", + " #print(rxn_id, rxn_model)\n", + " #\n", + " rxn_s_model = dict(map(lambda x: (x[0].id, x[1]), rxn_model.metabolites.items()))\n", + " rxn_s_match = {}\n", + " for (cpd_id, cmp_token), v in super_s[stoich_key].items():\n", + " _cpd_id = f'{cpd_id}_{compartment_setup[cmp_token]}'\n", + " rxn_s_match[_cpd_id] = v\n", + "\n", + " valid = rxn_s_model == rxn_s_match\n", + " print(rxn_id, valid)\n", + " if not valid:\n", + " print(rxn_id, compartment_setup)\n", + " print('rxn_s_match', rxn_s_match)\n", + " print('rxn_s_model', rxn_s_model)\n", + "test(model_mapped)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e5540a3d-cfe9-4f79-8a12-d3b1ee55747e", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "85ac7e99-1a38-436d-b006-a10021d7b26a", + "metadata": {}, + "outputs": [], + "source": [ + "rxn14159: cpd00006_0 + cpd00067_0 + 2.0 cpd11620_0 <=> cpd00005_0 + 2.0 cpd11621_0\n", + "rxn14159 NADP + H+ + 2.0 Reducedferredoxin <=> NADPH + 2.0 Oxidizedferredoxin\n", + "\n", + "rxn05937: cpd00006_0 + cpd00067_0 + cpd11620_0 <=> cpd00005_0 + cpd11621_0\n", + "rxn05937 NADP + H+ + Reducedferredoxin <=> NADPH + Oxidizedferredoxin" + ] + }, + { + "cell_type": "code", + "execution_count": 228, + "id": "5247a251-46de-4338-bb3d-ae336dae5bfa", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "rxn34892: 4.0 cpd00005_0 + cpd00007_0 + cpd11621_0 + cpd30237_0 <=> 2.0 cpd00001_0 + 4.0 cpd00006_0 + cpd11620_0 + cpd30238_0 {'0'}\n", + "rxn34892 4.0 NADPH + O2 + Oxidizedferredoxin + Digalactosyldiacylglycerol (1-(9Z)-octadecenoyl,2-(7Z,10Z)-hexadecadienoyl, 18:1(9Z)/16:2(7Z,10Z)) <=> 2.0 H2O + 4.0 NADP + Reducedferredoxin + Digalactosyldiacylglycerol (1-(9Z)-octadecenoyl,2-(4Z,7Z,10Z)-hexadecatrienoyl, 18:1(9Z)/16:3(4Z,7Z,10Z))\n", + "\n" + ] + } + ], + "source": [ + "def finddd(a, b):\n", + " c = set(a) | set(b)\n", + " super_match = None\n", + " for i in c:\n", + " if i in metabolite_reactions:\n", + " if super_match is None:\n", + " super_match = set(metabolite_reactions[i])\n", + " super_match &= set(metabolite_reactions[i])\n", + " return super_match\n", + "\n", + "#finddd(['cpd00003'], ['cpd00004'])\n", + "#cpd00001_k + 2.0 cpd00067_c + cpd07274_k + 2.0 hvphoton2_c --> 0.5 cpd00007_k + 2.0 cpd00067_k + cpd16503_k\n", + "#2 cpd00001_k + 4.0 cpd00067_c + 2 cpd07274_k + 4.0 hvphoton2_c --> 1 cpd00007_k + 4.0 cpd00067_k + 2 cpd16503_k\n", + "for r in finddd(['cpd00006', 'cpd11620'], ['cpd00005', 'cpd11621']):\n", + " rxn = modelseed_git.reactions.get_by_id(r)\n", + " print(rxn, rxn.compartments)\n", + " print(rxn.id, rxn.build_reaction_string(True))\n", + " print()\n", + " break" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cb26ddf6-393f-44b8-8bfc-c3844e02dc82", + "metadata": {}, + "outputs": [], + "source": [ + "#2 cpd00001_0 + 4.0 cpd00067_1 + 2 cpd07274_0 + cpd11632_0 --> 1 cpd00007_0 + 4.0 cpd00067_0 + 2 cpd16503_0\n", + "#2 cpd00001_k + 4.0 cpd00067_c + 2 cpd07274_k + 4.0 hvphoton2_c --> 1 cpd00007_k + 4.0 cpd00067_k + 2 cpd16503_k" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "2e451f61-3ce3-4f18-b68c-d989ff5cb49e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Reaction identifierrxn05937
NameFerredoxin:NADP+ oxidoreductase
Memory address0x07fcbbd112c70
Stoichiometry\n", + "

cpd00006_0 + cpd00067_0 + cpd11620_0 <=> cpd00005_0 + cpd11621_0

\n", + "

NADP + H+ + Reducedferredoxin <=> NADPH + Oxidizedferredoxin

\n", + "
GPR
Lower bound-1000
Upper bound1000
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "modelseed_git.reactions.rxn05937" + ] + }, + { + "cell_type": "code", + "execution_count": 283, + "id": "fa1682e1-ecdf-4656-b174-94c5e57b2d2d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Reaction identifierATP_syn_l__hc
NameATP synthetase(u)
Memory address0x07fcb9a4b07f0
Stoichiometry\n", + "

3.0 cpd00008[hc] + 3.0 cpd00009[hc] + 14.0 cpd00067[hl] --> 3.0 cpd00001[hc] + 3.0 cpd00002[hc] + 11.0 cpd00067[hc]

\n", + "

3.0 ADP + 3.0 Phosphate + 14.0 H+ --> 3.0 H2O + 3.0 ATP + 11.0 H+

\n", + "
GPR( A3776_RS10860 or A3776_RS13440 ) and ( A3776_RS10820 or A3776_RS10980 ) and ( A3776_RS10975 or...
Lower bound0.0
Upper bound1000.0
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 283, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_full.reactions.EX_cpd00027[e]" + ] + }, + { + "cell_type": "code", + "execution_count": 759, + "id": "1fddab8f-078e-4905-814a-d46dd718d971", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
NameM_iAnC892
Memory address0x07fcb9861eee0
Number of metabolites1811
Number of reactions1848
Number of groups0
Objective expression1.0*biomass_eq_33047_c0 - 1.0*biomass_eq_33047_c0_reverse_4b9c5
CompartmentsVegetative cytoplasm, Vegetative lumen, Vegetative periplasm, Extracellular space, Vegetative carboxysome, Heterocyst cytoplasm, Heterocyst lumen, Heterocyst periplasm, Pseudo compartment
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 759, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_full_mapped = cobra.io.load_json_model('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_mapped.json')\n", + "from cobra.core import Reaction\n", + "ex_hn = Reaction('EX_cpd11632_e0', 'Exchange for photon', '', -1000, 1000)\n", + "ex_hn.add_metabolites({\n", + " model_full_mapped.metabolites.cpd11632_e0: -1\n", + "})\n", + "model_full_mapped.add_reactions([ex_hn])\n", + "model_full_mapped" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ec7eb8e0-b592-4d4f-ae94-a792ac73a124", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 769, + "id": "c83aba5d-4fb6-4933-863b-12f384d73c64", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cpd00001[vp] H2O\n", + "\t CYO1b2pp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 cpd12239[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 cpd12265[vp]\n", + "\t CYTBDpp__vc: 0.5 cpd00007[vp] + cpd16503[vp] --> cpd00001[vp] + cpd07274[vp]\n", + "\t rxn08687__vc: cpd00001[vp] <=> cpd00001[vc]\n", + "\t CYO1bpp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 focytc_6[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 ficytc_6[vp]\n", + "\t rxn08686__vc: cpd00001[e] <=> cpd00001[vp]\n", + "\n", + "\n", + "cpd00007[vp] O2\n", + "\t CYO1b2pp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 cpd12239[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 cpd12265[vp]\n", + "\t CYTBDpp__vc: 0.5 cpd00007[vp] + cpd16503[vp] --> cpd00001[vp] + cpd07274[vp]\n", + "\t rxn09031__vc: cpd00007[e] <=> cpd00007[vp]\n", + "\t CYO1bpp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 focytc_6[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 ficytc_6[vp]\n", + "\t O2tpp__vc: cpd00007[vp] <=> cpd00007[vc]\n", + "\n", + "\n", + "cpd00067[vp] H+\n", + "\t CBFC2pp__vc: 2.0 cpd00067[vc] + cpd16503[vp] + 2.0 ficytc_6[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 focytc_6[vp]\n", + "\t CBFCpp__vc: 2.0 cpd00067[vc] + 2.0 cpd12265[vp] + cpd16503[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 cpd12239[vp]\n", + "\t rxn05312__vc: cpd00009[vp] + cpd00067[vp] <=> cpd00009[vc] + cpd00067[vc]\n", + "\t rxn05602__vc: cpd00067[vp] + cpd00159[vp] <=> cpd00067[vc] + cpd00159[vc]\n", + "\t H+tex__vc: cpd00067[e] <=> cpd00067[vp]\n", + "\t NDH1_2p__vc: cpd00004[vc] + 4.0 cpd00067[vc] + cpd07274[vp] --> cpd00003[vc] + 3.0 cpd00067[vp] + cpd16503[vp]\n", + "\t rxn05209__vc: cpd00067[vc] + cpd00971[vp] <=> cpd00067[vp] + cpd00971[vc]\n", + "\t CYO1b2pp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 cpd12239[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 cpd12265[vp]\n", + "\t NDH1_4pp__vc: cpd00001[vc] + cpd00005[vc] + cpd00011[vp] + 3.0 cpd00067[vc] + cpd07274[vp] --> cpd00006[vc] + 3.0 cpd00067[vp] + cpd00242[vc] + cpd16503[vp]\n", + "\t NDH1_1p__vc: cpd00005[vc] + 4.0 cpd00067[vc] + cpd07274[vp] --> cpd00006[vc] + 3.0 cpd00067[vp] + cpd16503[vp]\n", + "\t THD2__vc: cpd00004[vc] + cpd00006[vc] + 2.0 cpd00067[vp] --> cpd00003[vc] + cpd00005[vc] + 2.0 cpd00067[vc]\n", + "\t CYO1bpp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 focytc_6[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 ficytc_6[vp]\n", + "\t ATP_syn_p__vc: 3.0 cpd00008[vc] + 3.0 cpd00009[vc] + 14.0 cpd00067[vp] --> 3.0 cpd00001[vc] + 3.0 cpd00002[vc] + 11.0 cpd00067[vc]\n", + "\n", + "\n", + "cpd07274[vp] Plastoquinone A\n", + "\t CBFC2pp__vc: 2.0 cpd00067[vc] + cpd16503[vp] + 2.0 ficytc_6[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 focytc_6[vp]\n", + "\t CBFCpp__vc: 2.0 cpd00067[vc] + 2.0 cpd12265[vp] + cpd16503[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 cpd12239[vp]\n", + "\t CYTBDpp__vc: 0.5 cpd00007[vp] + cpd16503[vp] --> cpd00001[vp] + cpd07274[vp]\n", + "\t NDH1_2p__vc: cpd00004[vc] + 4.0 cpd00067[vc] + cpd07274[vp] --> cpd00003[vc] + 3.0 cpd00067[vp] + cpd16503[vp]\n", + "\t rxn09272_p__vc: cpd00036[vc] + cpd07274[vp] --> cpd00106[vc] + cpd16503[vp]\n", + "\t NDH1_4pp__vc: cpd00001[vc] + cpd00005[vc] + cpd00011[vp] + 3.0 cpd00067[vc] + cpd07274[vp] --> cpd00006[vc] + 3.0 cpd00067[vp] + cpd00242[vc] + cpd16503[vp]\n", + "\t rxn08335_p__vc: cpd00282[vc] + cpd07274[vp] --> cpd00247[vc] + cpd16503[vp]\n", + "\t NDH1_1p__vc: cpd00005[vc] + 4.0 cpd00067[vc] + cpd07274[vp] --> cpd00006[vc] + 3.0 cpd00067[vp] + cpd16503[vp]\n", + "\n", + "\n", + "cpd12239[vp] Reduced plastocyanin\n", + "\t CYO1b2pp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 cpd12239[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 cpd12265[vp]\n", + "\t CBFCpp__vc: 2.0 cpd00067[vc] + 2.0 cpd12265[vp] + cpd16503[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 cpd12239[vp]\n", + "\n", + "\n", + "cpd12265[vp] Oxidized plastocyanin\n", + "\t CYO1b2pp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 cpd12239[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 cpd12265[vp]\n", + "\t CBFCpp__vc: 2.0 cpd00067[vc] + 2.0 cpd12265[vp] + cpd16503[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 cpd12239[vp]\n", + "\n", + "\n", + "cpd16503[vp] Plastoquinol-9\n", + "\t CBFC2pp__vc: 2.0 cpd00067[vc] + cpd16503[vp] + 2.0 ficytc_6[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 focytc_6[vp]\n", + "\t CBFCpp__vc: 2.0 cpd00067[vc] + 2.0 cpd12265[vp] + cpd16503[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 cpd12239[vp]\n", + "\t CYTBDpp__vc: 0.5 cpd00007[vp] + cpd16503[vp] --> cpd00001[vp] + cpd07274[vp]\n", + "\t NDH1_2p__vc: cpd00004[vc] + 4.0 cpd00067[vc] + cpd07274[vp] --> cpd00003[vc] + 3.0 cpd00067[vp] + cpd16503[vp]\n", + "\t rxn09272_p__vc: cpd00036[vc] + cpd07274[vp] --> cpd00106[vc] + cpd16503[vp]\n", + "\t NDH1_4pp__vc: cpd00001[vc] + cpd00005[vc] + cpd00011[vp] + 3.0 cpd00067[vc] + cpd07274[vp] --> cpd00006[vc] + 3.0 cpd00067[vp] + cpd00242[vc] + cpd16503[vp]\n", + "\t rxn08335_p__vc: cpd00282[vc] + cpd07274[vp] --> cpd00247[vc] + cpd16503[vp]\n", + "\t NDH1_1p__vc: cpd00005[vc] + 4.0 cpd00067[vc] + cpd07274[vp] --> cpd00006[vc] + 3.0 cpd00067[vp] + cpd16503[vp]\n", + "\n", + "\n", + "ficytc_6[vp] Ferricytochrome c6\n", + "\t CBFC2pp__vc: 2.0 cpd00067[vc] + cpd16503[vp] + 2.0 ficytc_6[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 focytc_6[vp]\n", + "\t CYO1bpp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 focytc_6[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 ficytc_6[vp]\n", + "\n", + "\n", + "focytc_6[vp] Ferrocytochrome c6\n", + "\t CBFC2pp__vc: 2.0 cpd00067[vc] + cpd16503[vp] + 2.0 ficytc_6[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 focytc_6[vp]\n", + "\t CYO1bpp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 focytc_6[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 ficytc_6[vp]\n", + "\n", + "\n", + "hvphoton2[vp] Photosystem 2 photon\n", + "\t PHOtpp2__vc: hvphoton2[vp] <=> hvphoton2[vc]\n", + "\t PHOtex2__vc: hvphoton2[e] <=> hvphoton2[vp]\n", + "\n", + "\n", + "hvphoton1[vp] Photosystem 1 photon\n", + "\t PHOtpp1__vc: hvphoton1[vp] <=> hvphoton1[vc]\n", + "\t PHOtex1__vc: hvphoton1[e] <=> hvphoton1[vp]\n", + "\n", + "\n", + "cpd00011[vp] CO2\n", + "\t NDH1_3u__vc: cpd00001[vc] + cpd00005[vc] + cpd00011[vp] + 3.0 cpd00067[vc] + cpd07274[vl] --> cpd00006[vc] + 3.0 cpd00067[vl] + cpd00242[vc] + cpd16503[vl]\n", + "\t NDH1_4pp__vc: cpd00001[vc] + cpd00005[vc] + cpd00011[vp] + 3.0 cpd00067[vc] + cpd07274[vp] --> cpd00006[vc] + 3.0 cpd00067[vp] + cpd00242[vc] + cpd16503[vp]\n", + "\t cpd00011excpp__vc: cpd00011[vp] <=> cpd00011[e]\n", + "\t cpd00011exccc__vc: cpd00011[vc] <=> cpd00011[vp]\n", + "\n", + "\n", + "cpd00009[vp] Phosphate\n", + "\t cpd00009excpp__vc: cpd00009[vp] <=> cpd00009[e]\n", + "\t rxn05312__vc: cpd00009[vp] + cpd00067[vp] <=> cpd00009[vc] + cpd00067[vc]\n", + "\t rxn05145__vc: cpd00001[vc] + cpd00002[vc] + cpd00009[vp] --> cpd00008[vc] + 2.0 cpd00009[vc] + cpd00067[vc]\n", + "\n", + "\n", + "cpd00048[vp] Sulfate\n", + "\t cpd00048excpp__vc: cpd00048[vp] <=> cpd00048[e]\n", + "\t rxn05153__vc: cpd00001[vc] + cpd00002[vc] + cpd00048[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00048[vc] + cpd00067[vc]\n", + "\n", + "\n", + "cpd00209[vp] Nitrate\n", + "\t cpd00209excpp__vc: cpd00209[vp] <=> cpd00209[e]\n", + "\t NO3abcpp__vc: cpd00001[vc] + cpd00002[vc] + cpd00209[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00209[vc]\n", + "\n", + "\n", + "cpd00254[vp] Mg\n", + "\t rxn05616__vc: cpd00254[vc] <=> cpd00254[vp]\n", + "\t cpd00254excpp__vc: cpd00254[vp] <=> cpd00254[e]\n", + "\n", + "\n", + "cpd10515[vp] Fe+2\n", + "\t Fe+2abc__vc: cpd00001[vc] + cpd00002[vc] + cpd10515[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd10515[vc]\n", + "\t cpd10515excpp__vc: cpd10515[vp] <=> cpd10515[e]\n", + "\n", + "\n", + "cpd00149[vp] Co2+\n", + "\t cpd00149excpp__vc: cpd00149[vp] <=> cpd00149[e]\n", + "\t rxn10474__vc: cpd00149[vc] <=> cpd00149[vp]\n", + "\n", + "\n", + "cpd00034[vp] Zn2+\n", + "\t cpd00034excpp__vc: cpd00034[vp] <=> cpd00034[e]\n", + "\t Znabc__vc: cpd00001[vc] + cpd00002[vc] + cpd00034[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00034[vc] + cpd00067[vc]\n", + "\n", + "\n", + "cpd00058[vp] Cu2+\n", + "\t rxn05528__vc: cpd00001[vc] + cpd00002[vc] + cpd00058[vc] --> cpd00008[vc] + cpd00009[vc] + cpd00058[vp] + cpd00067[vc]\n", + "\t cpd00058excpp__vc: cpd00058[vp] <=> cpd00058[e]\n", + "\t rxn10481__vc: cpd00001[vc] + cpd00002[vc] + cpd00058[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00058[vc] + cpd00067[vc]\n", + "\n", + "\n", + "cpd20863[vp] Mn2+\n", + "\t cpd20863excpp__vc: cpd20863[vp] <=> cpd20863[e]\n", + "\t Mn+2abc__vc: cpd00001[vc] + cpd00002[vc] + cpd20863[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd20863[vc]\n", + "\n", + "\n", + "cpd00063[vp] Ca2+\n", + "\t rxn05513__vc: cpd00001[vc] + cpd00002[vc] + cpd00063[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00063[vc] + cpd00067[vc]\n", + "\t cpd00063excpp__vc: cpd00063[vp] <=> cpd00063[e]\n", + "\n", + "\n", + "cpd00205[vp] K+\n", + "\t cpd00205excpp__vc: cpd00205[vp] <=> cpd00205[e]\n", + "\t Kabc__vc: cpd00001[vc] + cpd00002[vc] + cpd00205[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00205[vc]\n", + "\t rxn05206__vc: cpd00205[vp] <=> cpd00205[vc]\n", + "\n", + "\n", + "cpd00971[vp] Na+\n", + "\t H2CO3_NAt_syn__vc: cpd00242[vp] + cpd00971[vp] --> cpd00242[vc] + cpd00971[vc]\n", + "\t rxn05209__vc: cpd00067[vc] + cpd00971[vp] <=> cpd00067[vp] + cpd00971[vc]\n", + "\t cpd00971excpp__vc: cpd00971[vp] <=> cpd00971[e]\n", + "\n", + "\n", + "cpd11574[vp] Molybdate\n", + "\t cpd11574excpp__vc: cpd11574[vp] <=> cpd11574[e]\n", + "\t rxn05619__vc: cpd00001[vc] + cpd00002[vc] + cpd11574[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd11574[vc]\n", + "\n", + "\n", + "cpd00027[vp] D-Glucose\n", + "\t cpd00027excpp__vc: cpd00027[vp] <=> cpd00027[e]\n", + "\t rxn05147__vc: cpd00001[vc] + cpd00002[vc] + cpd00027[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00027[vc] + cpd00067[vc]\n", + "\n", + "\n", + "cpd00053[vp] L-Glutamine\n", + "\t rxn05155__vc: cpd00001[vc] + cpd00002[vc] + cpd00053[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00053[vc] + cpd00067[vc]\n", + "\t cpd00053excpp__vc: cpd00053[vp] <=> cpd00053[e]\n", + "\n", + "\n", + "cpd00107[vp] L-Leucine\n", + "\t cpd00107excpp__vc: cpd00107[vp] <=> cpd00107[e]\n", + "\t rxn05161__vc: cpd00001[vc] + cpd00002[vc] + cpd00107[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00107[vc]\n", + "\n", + "\n", + "cpd00118[vp] Putrescine\n", + "\t rxn05163__vc: cpd00001[vc] + cpd00002[vc] + cpd00118[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00118[vc]\n", + "\t cpd00118excpp__vc: cpd00118[vp] <=> cpd00118[e]\n", + "\n", + "\n", + "cpd00129[vp] L-Proline\n", + "\t rxn05165__vc: cpd00001[vc] + cpd00002[vc] + cpd00129[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00129[vc]\n", + "\t cpd00129excpp__vc: cpd00129[vp] <=> cpd00129[e]\n", + "\n", + "\n", + "cpd00156[vp] L-Valine\n", + "\t rxn05168__vc: cpd00001[vc] + cpd00002[vc] + cpd00156[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00156[vc]\n", + "\t cpd00156excpp__vc: cpd00156[vp] <=> cpd00156[e]\n", + "\n", + "\n", + "cpd00179[vp] Maltose\n", + "\t cpd00179excpp__vc: cpd00179[vp] <=> cpd00179[e]\n", + "\t rxn05170__vc: cpd00001[vc] + cpd00002[vc] + cpd00179[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00179[vc]\n", + "\n", + "\n", + "cpd00264[vp] Spermidine\n", + "\t cpd00264excpp__vc: cpd00264[vp] <=> cpd00264[e]\n", + "\t rxn05175__vc: cpd00001[vc] + cpd00002[vc] + cpd00264[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00264[vc]\n", + "\n", + "\n", + "cpd00268[vp] H2S2O3\n", + "\t cpd00268excpp__vc: cpd00268[vp] <=> cpd00268[e]\n", + "\t rxn05176__vc: cpd00001[vc] + cpd00002[vc] + cpd00268[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00268[vc]\n", + "\n", + "\n", + "cpd00322[vp] L-Isoleucine\n", + "\t cpd00322excpp__vc: cpd00322[vp] <=> cpd00322[e]\n", + "\t rxn05179__vc: cpd00001[vc] + cpd00002[vc] + cpd00322[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00322[vc]\n", + "\n", + "\n", + "cpd03725[vp] Fe(III)dicitrate\n", + "\t rxn05189__vc: cpd00001[vc] + cpd00002[vc] + cpd03725[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd03725[vc]\n", + "\t cpd03725excpp__vc: cpd03725[vp] <=> cpd03725[e]\n", + "\n", + "\n", + "cpd00060[vp] L-Methionine\n", + "\t rxn05219__vc: cpd00001[vc] + cpd00002[vc] + cpd00060[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00060[vc] + cpd00067[vc]\n", + "\t cpd00060excpp__vc: cpd00060[vp] <=> cpd00060[e]\n", + "\n", + "\n", + "cpd00104[vp] BIOT\n", + "\t rxn05223__vc: cpd00001[vc] + cpd00002[vc] + cpd00104[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00104[vc]\n", + "\t cpd00104excpp__vc: cpd00104[vp] <=> cpd00104[e]\n", + "\n", + "\n", + "cpd01012[vp] Cd2+\n", + "\t rxn05516__vc: cpd00001[vc] + cpd00002[vc] + cpd01012[vc] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd01012[vp]\n", + "\t cpd01012excpp__vc: cpd01012[vp] <=> cpd01012[e]\n", + "\n", + "\n", + "cpd11593[vp] ala-L-asp-L\n", + "\t cpd11593excpp__vc: cpd11593[vp] <=> cpd11593[e]\n", + "\t rxn05533__vc: cpd00001[vc] + cpd00002[vc] + cpd11593[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd11593[vc]\n", + "\n", + "\n", + "cpd00159[vp] L-Lactate\n", + "\t cpd00159excpp__vc: cpd00159[vp] <=> cpd00159[e]\n", + "\t rxn05602__vc: cpd00067[vp] + cpd00159[vp] <=> cpd00067[vc] + cpd00159[vc]\n", + "\n", + "\n", + "cpd01262[vp] Amylotriose\n", + "\t cpd01262excpp__vc: cpd01262[vp] <=> cpd01262[e]\n", + "\t rxn05608__vc: cpd00001[vc] + cpd00002[vc] + cpd01262[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd01262[vc]\n", + "\n", + "\n", + "cpd01329[vp] Maltohexaose\n", + "\t rxn10174__vc: cpd00001[vc] + cpd00002[vc] + cpd01329[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd01329[vc]\n", + "\t cpd01329excpp__vc: cpd01329[vp] <=> cpd01329[e]\n", + "\n", + "\n", + "cpd00099[vp] Cl-\n", + "\t rxn10473__vc: cpd00099[vp] <=> cpd00099[vc]\n", + "\n", + "\n", + "cpd00242[vp] H2CO3\n", + "\t H2CO3_abc__vc: cpd00001[vc] + cpd00002[vc] + cpd00242[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00242[vc]\n", + "\t H2CO3_NAt_syn__vc: cpd00242[vp] + cpd00971[vp] --> cpd00242[vc] + cpd00971[vc]\n", + "\t cpd00242excpp__vc: cpd00242[vp] <=> cpd00242[e]\n", + "\n", + "\n", + "cpd00013[vp] cpd00013[p]\n", + "\t cpd00013excpp__vc: cpd00013[vp] --> cpd00013[e]\n", + "\t cpd00013exccc__vc: cpd00013[vc] <=> cpd00013[vp]\n", + "\n", + "\n", + "cpd11640[vp] H2\n", + "\t cpd11640excpp_vc: cpd11640[vp] <=> cpd11640[e]\n", + "\t cpd11640exccc_vc: cpd11640[vc] <=> cpd11640[vp]\n", + "\n", + "\n" + ] + } + ], + "source": [ + "for m in model_full.metabolites:\n", + " if m.compartment == 'vp':\n", + " print(m, m.name)\n", + " for r in m.reactions:\n", + " print('\\t', r)\n", + " print()\n", + " print()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0c285e04-fc3d-462f-abce-c6435ca56cba", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "812e5a16-c3a7-4577-98bf-8346c9e811c5", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 633, + "id": "98bd0d4f-9585-4541-9503-4fcbf244c235", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "#model_full_mapped.summary()\n", + "#0.18240098144906972\n", + "#cpd00242_e0\tEX_cpd00242[e]\t8.486\n", + "#hvphoton1_e0\tEX_PHO1\t61.35\n", + "#hvphoton2_e0\tEX_PHO2\t51.03\n", + "sol = cobra.flux_analysis.pfba(model_full_mapped)" + ] + }, + { + "cell_type": "code", + "execution_count": 629, + "id": "9a25e79f-d12d-4042-aa58-3a2170b3484f", + "metadata": {}, + "outputs": [], + "source": [ + "sol.fluxes.to_csv('/home/fliu/workspace/data/sbml/iAnC892/solution_wt.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 733, + "id": "2ab58b78-9847-4444-9f61-c940ebce039a", + "metadata": {}, + "outputs": [], + "source": [ + "model_full_json = None\n", + "with open('/home/fliu/workspace/data/sbml/iAnC892/iAnC892.json', 'r') as fh:\n", + " model_full_json = json.load(fh)" + ] + }, + { + "cell_type": "code", + "execution_count": 734, + "id": "b8f2c41f-426b-4bdd-b080-7ef741199964", + "metadata": {}, + "outputs": [], + "source": [ + "%run /home/fliu/workspace/data/sbml/iAnC892/tools.py" + ] + }, + { + "cell_type": "code", + "execution_count": 735, + "id": "60d7252c-cbac-41f0-a07c-f234e55922a7", + "metadata": {}, + "outputs": [], + "source": [ + "model_full_json_copy = copy.deepcopy(model_full_json)" + ] + }, + { + "cell_type": "code", + "execution_count": 736, + "id": "fb7d5dec-aa93-4a27-b6c3-2c45f48419e9", + "metadata": {}, + "outputs": [], + "source": [ + "MyIntegrator.rename_compound('hvphoton1[vp]', 'cpd11632[e]', model_full_json_copy)\n", + "MyIntegrator.rename_compound('hvphoton1[hp]', 'cpd11632[e]', model_full_json_copy)\n", + "MyIntegrator.rename_compound('hvphoton2[vp]', 'cpd11632[e]', model_full_json_copy)\n", + "MyIntegrator.rename_compound('hvphoton1[vc]', 'cpd11632[vc]', model_full_json_copy)\n", + "MyIntegrator.rename_compound('hvphoton1[hc]', 'cpd11632[hc]', model_full_json_copy)\n", + "MyIntegrator.rename_compound('hvphoton2[vc]', 'cpd11632[vc]', model_full_json_copy)\n", + "MyIntegrator.delete_reaction('PHOtex1__vc', model_full_json_copy)\n", + "MyIntegrator.delete_reaction('PHOtex1__hc', model_full_json_copy)\n", + "MyIntegrator.delete_reaction('PHOtex2__vc', model_full_json_copy)\n", + "MyIntegrator.delete_reaction('EX_PHO2', model_full_json_copy)\n", + "MyIntegrator.delete_reaction('EX_PHO1', model_full_json_copy)\n", + "MyIntegrator.rename_compound('cpd00011[hp]', 'cpd00011[e]', model_full_json_copy)\n", + "MyIntegrator.rename_compound('cpd00011[vp]', 'cpd00011[e]', model_full_json_copy)\n", + "MyIntegrator.delete_reaction('cpd00011excpp__vc', model_full_json_copy)\n", + "MyIntegrator.delete_reaction('cpd00011excpp__hc', model_full_json_copy)\n", + "MyIntegrator.delete_reaction('EX_cpd00011[e]', model_full_json_copy)" + ] + }, + { + "cell_type": "code", + "execution_count": 771, + "id": "24e91372-5a3b-4b4e-8166-ffa7485489dc", + "metadata": {}, + "outputs": [], + "source": [ + "remove_periplasm_rename = {\n", + " 'cpd07274[hp]': 'cpd07274[hc]',\n", + " 'cpd16503[hp]': 'cpd16503[hc]',\n", + " 'ficytc_6[hp]': 'ficytc_6[hc]',\n", + " 'focytc_6[hp]': 'focytc_6[hc]',\n", + " 'cpd12239[hp]': 'cpd12239[hc]',\n", + " 'cpd12265[hp]': 'cpd12265[hc]',\n", + " 'cpd07274[vp]': 'cpd07274[vc]',\n", + " 'cpd16503[vp]': 'cpd16503[vc]',\n", + " 'cpd12239[vp]': 'cpd12239[vc]',\n", + " 'cpd12265[vp]': 'cpd12265[vc]',\n", + " 'ficytc_6[vp]': 'ficytc_6[vc]',\n", + " 'focytc_6[vp]': 'focytc_6[vc]'\n", + "}\n", + "for i in remove_periplasm_rename:\n", + " MyIntegrator.rename_compound(i, remove_periplasm_rename[i], model_full_json_copy)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c89462da-a3a7-45fe-919f-e565fb705dff", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 737, + "id": "88d7d41f-cd06-45ee-8731-0c9e9ba85104", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "dict_keys(['cpd11632[vc]', 'cpd11632[e]'])\n", + "3\n", + "dict_keys([])\n" + ] + } + ], + "source": [ + "dups = MyIntegrator.dups(model_full_json_copy)\n", + "print(dups.keys())\n", + "deleted = MyIntegrator.filter_dups(model_full_json_copy)\n", + "print(len(deleted))\n", + "dups = MyIntegrator.dups(model_full_json_copy)\n", + "print(dups.keys())" + ] + }, + { + "cell_type": "code", + "execution_count": 738, + "id": "1929e025-214b-446b-8d1f-490663d5f10a", + "metadata": {}, + "outputs": [], + "source": [ + "integrate = MyIntegrator(model_full_json_copy)" + ] + }, + { + "cell_type": "code", + "execution_count": 739, + "id": "baa64ef9-8558-403c-8299-4cd9d1336261", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "EX_PHO2\n", + "EX_PHO1\n", + "suc_vc_hc_exch\n", + "glu_vc_hc_exch\n", + "akg_vc_hc_exch\n", + "gln_vc_hc_exch\n", + "cpd11640exccc_hc\n", + "cpd11640excpp_hc\n", + "cpd11640exccc_vc\n", + "cpd11640excpp_vc\n" + ] + } + ], + "source": [ + "model_full_json_mapped = integrate.integrate_full_model_to_seed()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cba75c10-00b5-4e6a-ab88-84e8ad260bb7", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4293a86d-4b70-4c1a-bb29-f49cdee9b103", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5a8cf903-9d58-407f-928f-4f48484100b9", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 709, + "id": "324774c0-5326-4b84-a425-12ee893de575", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[('hvphoton1[e]', 'hvphoton1_e0')]" + ] + }, + "execution_count": 709, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "list(filter(lambda x: x[1] == 'hvphoton1_e0', integrate.compound_rename.items()))" + ] + }, + { + "cell_type": "code", + "execution_count": 740, + "id": "aaf84997-655d-470a-99ea-259f4ad66886", + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy.core.msmodel import get_cmp_token\n", + "ids = set()\n", + "for rxn_from in integrate.reaction_rename:\n", + " rxn_to = integrate.reaction_rename[rxn_from]\n", + " if rxn_to in ids:\n", + " print('!')\n", + " ids.add(rxn_to)\n", + " integrate.data_reactions[rxn_from]['id'] = rxn_to" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2060ff4e-5c96-41f1-8e39-89faca94f47b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 744, + "id": "0dcbbccd-74b0-4412-852e-4d8a7f53259b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "PHOtpp1_c1 {'c', 'e'} {'1', '0'} 16.433701168825166\n", + "H+tex_c1 {'e', 'p'} {'0', '1'} 1.8604672397566566\n", + "rxn08686_c1 {'e', 'p'} {'0', '1'} -0.6301653188076215\n", + "rxn09031_c1 {'e', 'p'} {'0', '1'} 0.007060133469360138\n", + "cpd00011excpp_c1 {'e', 'p'} {'0', '1'} 0.9082375363436314\n", + "cpd00528excpp_c1 {'e', 'p'} {'1', '0'} -0.6772462674375839\n", + "cpd00009excpp_c1 {'e', 'p'} {'0', '1'} -0.007102530301648417\n", + "cpd00048excpp_c1 {'e', 'p'} {'0', '1'} -0.006401000613388471\n", + "cpd00254excpp_c1 {'e', 'p'} {'0', '1'} -0.0005122802570501466\n", + "cpd10515excpp_c1 {'e', 'p'} {'1', '0'} -0.0002548326163591996\n", + "cpd00149excpp_c1 {'e', 'p'} {'0', '1'} -5.7935855860126646e-05\n", + "cpd00034excpp_c1 {'e', 'p'} {'0', '1'} -5.395734017578539e-05\n", + "cpd00058excpp_c1 {'e', 'p'} {'0', '1'} -5.395734017578539e-05\n", + "cpd20863excpp_c1 {'e', 'p'} {'0', '1'} -5.395734017578539e-05\n", + "cpd00063excpp_c1 {'e', 'p'} {'0', '1'} -8.084697174853654e-05\n", + "cpd00205excpp_c1 {'e', 'p'} {'0', '1'} -0.0030344325960243667\n", + "cpd00971excpp_c1 {'e', 'p'} {'0', '1'} -6.749119447730253e-05\n", + "cpd11574excpp_c1 {'e', 'p'} {'0', '1'} -5.395734017578539e-05\n", + "suc_vc_hc_exch {'c'} {'1', '0'} -0.21715810373903982\n", + "glu_vc_hc_exch {'c', 'z'} {'1', '0'} -1.2313574522131312\n", + "akg_vc_hc_exch {'c'} {'1', '0'} 0.18524178733858515\n", + "gln_vc_hc_exch {'c', 'z'} {'1', '0'} 1.2313574522131312\n" + ] + } + ], + "source": [ + "import math\n", + "data_metabolites = dict(map(lambda x: (x['id'], x), model_full_json_mapped['metabolites']))\n", + "for r in model_full_json_mapped['reactions']:\n", + " #print(r['id'])\n", + " metabolites = list(map(lambda x: data_metabolites[x], r['metabolites']))\n", + " indexes = set(map(lambda x: x['index'], metabolites))\n", + " cmps = set(map(lambda x: x['compartment'][:-1], metabolites))\n", + " rxn_cmp = get_cmp_token(cmps)\n", + " if cmps == {'e', 'p'}:\n", + " rxn_cmp = 'p'\n", + " if cmps == {'c', 'k', 'p'}:\n", + " rxn_cmp = 'k'\n", + " if rxn_cmp is None:\n", + " print(r['id'], cmps, rxn_cmp)\n", + " elif len(indexes) == 1:\n", + " suffix = rxn_cmp + list(indexes)[0]\n", + " if not r['id'].endswith(suffix):\n", + " #print(r['id'], suffix)\n", + " pass\n", + " flux = sol.fluxes[r['id']]\n", + " if len(indexes) > 1 and math.fabs(flux) > 0:\n", + " print(r['id'], cmps, indexes, flux)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "473bc9a7-3e78-44b6-b87e-1ab3fff2ea4a", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 745, + "id": "505556a3-4fcc-40fd-a37f-1fab7e8b463a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 745, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "list(filter(lambda x: x[1] == 'EX_cpd0000_e0', integrate.reaction_rename.items()))" + ] + }, + { + "cell_type": "code", + "execution_count": 746, + "id": "08c92fed-8be6-4468-a60d-e0bd9ab48f93", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ATP_syn_l__vc ATP_syn_l_c0\n" + ] + } + ], + "source": [ + "for k in integrate.reaction_rename:\n", + " print(k, integrate.reaction_rename[k])\n", + " break" + ] + }, + { + "cell_type": "code", + "execution_count": 760, + "id": "69973892-14d1-445e-a506-7272c3047383", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Reaction identifiercpd00011excpp_c1
Namecpd00011excpp
Memory address0x07fcb94191fd0
Stoichiometry\n", + "

cpd00011_p1 <=> cpd00011_e0

\n", + "

CO2 <=> CO2

\n", + "
GPR
Lower bound-1000.0
Upper bound1000.0
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 760, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_full_mapped.reactions.cpd00011excpp_c1 " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4cf13aff-6bcd-4a99-a478-0212d026b9a0", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c5c45e5a-1ba8-43d9-afc6-39048a2ade64", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8ce93e61-3ba0-4603-bbcc-e84d354dae7c", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "11c59915-3a0d-4f03-b714-16f24815e512", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9244e73d-78d5-4911-9863-3a59c20fb427", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5c41e259-e868-4246-abd9-f1205eb16c06", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 747, + "id": "2d542962-b016-4b4b-9c0b-9ec7eba7edcc", + "metadata": {}, + "outputs": [], + "source": [ + "with open('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_mapped.json', 'w') as fh:\n", + " fh.write(json.dumps(model_full_json_mapped))" + ] + }, + { + "cell_type": "code", + "execution_count": 343, + "id": "3370b6d6-2946-4bc1-bb00-ca6ef02d959c", + "metadata": {}, + "outputs": [], + "source": [ + "model_full = cobra.io.load_json_model('/home/fliu/workspace/data/sbml/iAnC892/iAnC892.json')" + ] + }, + { + "cell_type": "code", + "execution_count": 324, + "id": "909b54c1-9229-465a-a166-39f409bdd419", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 biomass_eq_33047__vc = 19.82460353465784

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
hvphoton1[e]EX_PHO110000.00%
cpd00007[e]EX_cpd00007[e]32500.00%
cpd00009[e]EX_cpd00009[e]7.60100.00%
cpd00013[e]EX_cpd00013[e]74.5200.00%
cpd00027[e]EX_cpd00027[e]164.6681.61%
cpd00034[e]EX_cpd00034[e]0.058700.00%
cpd00048[e]EX_cpd00048[e]1.31500.00%
cpd00053[e]EX_cpd00053[e]16.0656.63%
cpd00058[e]EX_cpd00058[e]0.058700.00%
cpd00060[e]EX_cpd00060[e]5.52352.28%
cpd00063[e]EX_cpd00063[e]0.0879500.00%
cpd00067[e]EX_cpd00067[e]100000.00%
cpd00107[e]EX_cpd00107[e]3.37561.67%
cpd00118[e]EX_cpd00118[e]0.6240.20%
cpd00129[e]EX_cpd00129[e]5.88652.43%
cpd00149[e]EX_cpd00149[e]0.0630300.00%
cpd00156[e]EX_cpd00156[e]3.851.57%
cpd00205[e]EX_cpd00205[e]3.30100.00%
cpd00254[e]EX_cpd00254[e]0.557300.00%
cpd00264[e]EX_cpd00264[e]0.126170.07%
cpd00322[e]EX_cpd00322[e]7.11463.53%
cpd00971[e]EX_cpd00971[e]0.0734200.00%
cpd10515[e]EX_cpd10515[e]0.277200.00%
cpd11574[e]EX_cpd11574[e]0.058700.00%
cpd20863[e]EX_cpd20863[e]0.058700.00%

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
cpd15380[hc]DM_cpd15380__hc-0.000782850.00%
cpd15380[vc]DM_cpd15380__vc-0.00432450.01%
dialurate[hc]DM_dialurate__hc-3.979E-0640.00%
dialurate[vc]DM_dialurate__vc-0.00432440.00%
cpd00001[e]EX_cpd00001[e]-68700.00%
cpd00011[e]EX_cpd00011[e]-372199.99%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 324, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_full.medium = {\n", + " 'EX_PHO2': 0, #Photosystem 2 photon\n", + "'EX_PHO1': 100, #Photosystem 1 photon\n", + "'EX_cpd00067[e]': 1000, #H+\n", + "'EX_cpd00001[e]': 1000, #H2O\n", + "'EX_cpd00007[e]': 1000, #O2\n", + "'EX_cpd00009[e]': 1000, #Phosphate\n", + "'EX_cpd00048[e]': 1000, #Sulfate\n", + "'EX_cpd00209[e]': 1000, #Nitrate\n", + "'EX_cpd00254[e]': 1000, #Mg\n", + "'EX_cpd10515[e]': 1000, #Fe+2\n", + "'EX_cpd00149[e]': 1000, #Co2+\n", + "'EX_cpd00034[e]': 1000, #Zn2+\n", + "'EX_cpd00058[e]': 1000, #Cu2+\n", + "'EX_cpd20863[e]': 1000, #Mn2+\n", + "'EX_cpd00063[e]': 1000, #Ca2+\n", + "'EX_cpd00205[e]': 1000, #K+\n", + "'EX_cpd00971[e]': 1000, #Na+\n", + "'EX_cpd11574[e]': 1000, #Molybdate\n", + "'EX_cpd00011[e]': 1000, #CO2\n", + "'EX_cpd00528[e]': 0, #N2\n", + "'EX_cpd00027[e]': 1000, #D-Glucose\n", + "'EX_cpd00053[e]': 1000, #L-Glutamine\n", + "'EX_cpd00107[e]': 1000, #L-Leucine\n", + "'EX_cpd00118[e]': 1000, #Putrescine\n", + "'EX_cpd00129[e]': 1000, #L-Proline\n", + "'EX_cpd00156[e]': 1000, #L-Valine\n", + "'EX_cpd00179[e]': 1000, #Maltose\n", + "'EX_cpd00264[e]': 1000, #Spermidine\n", + "'EX_cpd00268[e]': 1000, #H2S2O3\n", + "'EX_cpd00322[e]': 1000, #L-Isoleucine\n", + "'EX_cpd03725[e]': 1000, #Fe(III)dicitrate\n", + "'EX_cpd00060[e]': 1000, #L-Methionine\n", + "'EX_cpd00104[e]': 1000, #BIOT\n", + "'EX_cpd01012[e]': 1000, #Cd2+\n", + "'EX_cpd11593[e]': 1000, #ala-L-asp-L\n", + "'EX_cpd00159[e]': 1000, #L-Lactate\n", + "'EX_cpd01262[e]': 1000, #Amylotriose\n", + "'EX_cpd01329[e]': 1000, #Maltohexaose\n", + "'EX_cpd00242[e]': 1000, #H2CO3\n", + "'EX_cpd00013[e]': 1000, #cpd00013[e]\n", + "'EX_cpd11640[e]': 1000, #H2\n", + "}\n", + "model_full.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 301, + "id": "497cee18-a89d-48cc-9015-b0fd72d97cc5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "hvphoton2[e] Photosystem 2 photon\n", + "hvphoton1[e] Photosystem 1 photon\n", + "cpd00067[e] H+\n", + "cpd00001[e] H2O\n", + "cpd00009[e] Phosphate\n", + "cpd00048[e] Sulfate\n", + "cpd00254[e] Mg\n", + "cpd10515[e] Fe+2\n", + "cpd00149[e] Co2+\n", + "cpd00034[e] Zn2+\n", + "cpd00058[e] Cu2+\n", + "cpd20863[e] Mn2+\n", + "cpd00063[e] Ca2+\n", + "cpd00205[e] K+\n", + "cpd00971[e] Na+\n", + "cpd11574[e] Molybdate\n", + "cpd00528[e] N2\n", + "cpd00242[e] H2CO3\n" + ] + } + ], + "source": [ + "base_n2_light1_2 = {\n", + " 'EX_PHO2': 100.0,\n", + " 'EX_PHO1': 100.0,\n", + " 'EX_cpd00528[e]': 10.0,\n", + " 'EX_cpd00067[e]': 1000.0,\n", + " 'EX_cpd00001[e]': 1000.0,\n", + " 'EX_cpd00009[e]': 1000.0,\n", + " 'EX_cpd00048[e]': 1000.0,\n", + " 'EX_cpd00254[e]': 1000.0,\n", + " 'EX_cpd10515[e]': 1000.0,\n", + " 'EX_cpd00149[e]': 1000.0,\n", + " 'EX_cpd00034[e]': 1000.0,\n", + " 'EX_cpd00058[e]': 1000.0,\n", + " 'EX_cpd20863[e]': 1000.0,\n", + " 'EX_cpd00063[e]': 1000.0,\n", + " 'EX_cpd00205[e]': 1000.0,\n", + " 'EX_cpd00971[e]': 1000.0,\n", + " 'EX_cpd11574[e]': 1000.0,\n", + "}\n", + "default_medium = {\n", + " 'EX_PHO2': 100.0,\n", + " 'EX_PHO1': 100.0,\n", + " 'EX_cpd00067[e]': 1000.0,\n", + " 'EX_cpd00001[e]': 1000.0,\n", + " 'EX_cpd00009[e]': 1000.0,\n", + " 'EX_cpd00048[e]': 1000.0,\n", + " 'EX_cpd00254[e]': 1000.0,\n", + " 'EX_cpd10515[e]': 1000.0,\n", + " 'EX_cpd00149[e]': 1000.0,\n", + " 'EX_cpd00034[e]': 1000.0,\n", + " 'EX_cpd00058[e]': 1000.0,\n", + " 'EX_cpd20863[e]': 1000.0,\n", + " 'EX_cpd00063[e]': 1000.0,\n", + " 'EX_cpd00205[e]': 1000.0,\n", + " 'EX_cpd00971[e]': 1000.0,\n", + " 'EX_cpd11574[e]': 1000.0,\n", + " 'EX_cpd00528[e]': 10.0,\n", + " 'EX_cpd00242[e]': 8.486\n", + "}\n", + "for k in default_medium:\n", + " cpd = list(model_full.reactions.get_by_id(k).metabolites)[0]\n", + " print(cpd.id, cpd.name)" + ] + }, + { + "cell_type": "code", + "execution_count": 323, + "id": "fba8d8b9-30e4-49fa-9482-9366d2fa3bcb", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "'EX_PHO2': 1000, #Photosystem 2 photon\n", + "'EX_PHO1': 1000, #Photosystem 1 photon\n", + "'EX_cpd00067[e]': 1000, #H+\n", + "'EX_cpd00001[e]': 1000, #H2O\n", + "'EX_cpd00007[e]': 1000, #O2\n", + "'EX_cpd00009[e]': 1000, #Phosphate\n", + "'EX_cpd00048[e]': 1000, #Sulfate\n", + "'EX_cpd00209[e]': 1000, #Nitrate\n", + "'EX_cpd00254[e]': 1000, #Mg\n", + "'EX_cpd10515[e]': 1000, #Fe+2\n", + "'EX_cpd00149[e]': 1000, #Co2+\n", + "'EX_cpd00034[e]': 1000, #Zn2+\n", + "'EX_cpd00058[e]': 1000, #Cu2+\n", + "'EX_cpd20863[e]': 1000, #Mn2+\n", + "'EX_cpd00063[e]': 1000, #Ca2+\n", + "'EX_cpd00205[e]': 1000, #K+\n", + "'EX_cpd00971[e]': 1000, #Na+\n", + "'EX_cpd11574[e]': 1000, #Molybdate\n", + "'EX_cpd00011[e]': 1000, #CO2\n", + "'EX_cpd00528[e]': 1000, #N2\n", + "'EX_cpd00027[e]': 1000, #D-Glucose\n", + "'EX_cpd00053[e]': 1000, #L-Glutamine\n", + "'EX_cpd00107[e]': 1000, #L-Leucine\n", + "'EX_cpd00118[e]': 1000, #Putrescine\n", + "'EX_cpd00129[e]': 1000, #L-Proline\n", + "'EX_cpd00156[e]': 1000, #L-Valine\n", + "'EX_cpd00179[e]': 1000, #Maltose\n", + "'EX_cpd00264[e]': 1000, #Spermidine\n", + "'EX_cpd00268[e]': 1000, #H2S2O3\n", + "'EX_cpd00322[e]': 1000, #L-Isoleucine\n", + "'EX_cpd03725[e]': 1000, #Fe(III)dicitrate\n", + "'EX_cpd00060[e]': 1000, #L-Methionine\n", + "'EX_cpd00104[e]': 1000, #BIOT\n", + "'EX_cpd01012[e]': 1000, #Cd2+\n", + "'EX_cpd11593[e]': 1000, #ala-L-asp-L\n", + "'EX_cpd00159[e]': 1000, #L-Lactate\n", + "'EX_cpd01262[e]': 1000, #Amylotriose\n", + "'EX_cpd01329[e]': 1000, #Maltohexaose\n", + "'EX_cpd00242[e]': 1000, #H2CO3\n", + "'EX_cpd00013[e]': 1000, #cpd00013[e]\n", + "'EX_cpd11640[e]': 1000, #H2\n" + ] + } + ], + "source": [ + "for e in model_full.exchanges:\n", + " cpd = list(e.metabolites)[0]\n", + " print(f\"'{e.id}': 1000, #{cpd.name}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 312, + "id": "cff260a5-9a7c-4b67-9535-ad2638b8a903", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "EX_cpd00007[e] O2 nan\n", + "EX_cpd00209[e] Nitrate nan\n", + "EX_cpd00011[e] CO2 0.005403764017101146\n", + "EX_cpd00027[e] D-Glucose 0.12362258410257106\n", + "EX_cpd00053[e] L-Glutamine 0.09997882008547625\n", + "EX_cpd00107[e] L-Leucine nan\n", + "EX_cpd00118[e] Putrescine nan\n", + "EX_cpd00129[e] L-Proline nan\n", + "EX_cpd00156[e] L-Valine nan\n", + "EX_cpd00179[e] Maltose nan\n", + "EX_cpd00264[e] Spermidine nan\n", + "EX_cpd00268[e] H2S2O3 nan\n", + "EX_cpd00322[e] L-Isoleucine nan\n", + "EX_cpd03725[e] Fe(III)dicitrate nan\n", + "EX_cpd00060[e] L-Methionine nan\n", + "EX_cpd00104[e] BIOT nan\n", + "EX_cpd01012[e] Cd2+ nan\n", + "EX_cpd11593[e] ala-L-asp-L nan\n", + "EX_cpd00159[e] L-Lactate nan\n", + "EX_cpd01262[e] Amylotriose nan\n", + "EX_cpd01329[e] Maltohexaose nan\n", + "EX_cpd00242[e] H2CO3 0.005403764017096219\n", + "EX_cpd00013[e] cpd00013[e] nan\n", + "EX_cpd11640[e] H2 nan\n" + ] + } + ], + "source": [ + "import copy\n", + "for e in model_full.exchanges:\n", + " if e.id not in base_n2_light1_2:\n", + " cpd = list(e.metabolites)[0]\n", + " m = copy.deepcopy(base_n2_light1_2)\n", + " m.update({'EX_cpd00007[e]': 1000})\n", + " m.update({e.id: 1})\n", + " model_full.medium = m\n", + " v = model_full.slim_optimize()\n", + " print(e.id, cpd.name, v)" + ] + }, + { + "cell_type": "code", + "execution_count": 304, + "id": "38dfa2e6-ed22-4dd6-b031-3c9d058d51ea", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "EX_cpd00007[e] O2 nan\n", + "EX_cpd00209[e] Nitrate nan\n", + "EX_cpd00011[e] CO2 0.005403764017095576\n", + "EX_cpd00027[e] D-Glucose 0.12362258410257534\n", + "EX_cpd00053[e] L-Glutamine 0.09997882008547528\n", + "EX_cpd00107[e] L-Leucine nan\n", + "EX_cpd00118[e] Putrescine nan\n", + "EX_cpd00129[e] L-Proline nan\n", + "EX_cpd00156[e] L-Valine nan\n", + "EX_cpd00179[e] Maltose nan\n", + "EX_cpd00264[e] Spermidine nan\n", + "EX_cpd00268[e] H2S2O3 nan\n", + "EX_cpd00322[e] L-Isoleucine nan\n", + "EX_cpd03725[e] Fe(III)dicitrate nan\n", + "EX_cpd00060[e] L-Methionine nan\n", + "EX_cpd00104[e] BIOT nan\n", + "EX_cpd01012[e] Cd2+ nan\n", + "EX_cpd11593[e] ala-L-asp-L nan\n", + "EX_cpd00159[e] L-Lactate nan\n", + "EX_cpd01262[e] Amylotriose nan\n", + "EX_cpd01329[e] Maltohexaose nan\n", + "EX_cpd00242[e] H2CO3 0.005403764017095296\n", + "EX_cpd00013[e] cpd00013[e] nan\n", + "EX_cpd11640[e] H2 nan\n" + ] + } + ], + "source": [ + "import copy\n", + "for e in model_full.exchanges:\n", + " if e.id not in base_n2_light1_2:\n", + " cpd = list(e.metabolites)[0]\n", + " m = copy.deepcopy(base_n2_light1_2)\n", + " m.update({e.id: 1})\n", + " model_full.medium = m\n", + " v = model_full.slim_optimize()\n", + " print(e.id, cpd.name, v)" + ] + }, + { + "cell_type": "code", + "execution_count": 300, + "id": "b9465612-d90f-49e4-a897-90bdf444c7a7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ATP_syn_l__hc 4.075736423833654\n", + "ATP_syn_p__hc 0.13238801433210912\n", + "ATP_syn_l__vc 11.591623093233354\n", + "ATP_syn_p__vc 1.5455133470271156\n" + ] + }, + { + "data": { + "text/html": [ + "

Objective

1.0 biomass_eq_33047__vc = 0.18240098144907063

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
hvphoton1[e]EX_PHO161.3500.00%
hvphoton2[e]EX_PHO251.0300.00%
cpd00009[e]EX_cpd00009[e]0.0781300.00%
cpd00034[e]EX_cpd00034[e]0.000593500.00%
cpd00048[e]EX_cpd00048[e]0.0704100.00%
cpd00058[e]EX_cpd00058[e]0.000593500.00%
cpd00063[e]EX_cpd00063[e]0.000889300.00%
cpd00067[e]EX_cpd00067[e]19.4800.00%
cpd00149[e]EX_cpd00149[e]0.000637300.00%
cpd00205[e]EX_cpd00205[e]0.0333800.00%
cpd00242[e]EX_cpd00242[e]8.4861100.00%
cpd00254[e]EX_cpd00254[e]0.00563500.00%
cpd00528[e]EX_cpd00528[e]0.677200.00%
cpd00971[e]EX_cpd00971[e]0.000742400.00%
cpd10515[e]EX_cpd10515[e]0.00280300.00%
cpd11574[e]EX_cpd11574[e]0.000593500.00%
cpd20863[e]EX_cpd20863[e]0.000593500.00%

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
cpd02791[hc]DM_cpd02791__hc-0.000115968.65%
cpd02791[vc]DM_cpd02791__vc-0.001159686.46%
cpd15380[hc]DM_cpd15380__hc-3.979E-0650.25%
cpd15380[vc]DM_cpd15380__vc-3.979E-0552.47%
dialurate[hc]DM_dialurate__hc-3.979E-0640.20%
dialurate[vc]DM_dialurate__vc-3.979E-0541.98%
cpd00001[e]EX_cpd00001[e]-2.02700.00%
cpd00007[e]EX_cpd00007[e]-10.2800.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 300, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_full.medium = default_medium\n", + "# 61.35 51.03 0.18240098144906766\n", + "sol = cobra.flux_analysis.pfba(model_full)\n", + "for r in ['ATP_syn_l__hc', 'ATP_syn_p__hc', 'ATP_syn_l__vc', 'ATP_syn_p__vc']:\n", + " print(r, sol.fluxes[r])\n", + " \n", + "model_full.summary(sol)" + ] + }, + { + "cell_type": "code", + "execution_count": 231, + "id": "0d7d8a12-514f-48e1-9fff-f213a7ffb8b5", + "metadata": {}, + "outputs": [], + "source": [ + "ws = 87388 # Anabaena sp. ATCC 33047\n", + "genome = kbase.get_from_ws('GCF_001597855.1.RAST', ws)" + ] + }, + { + "cell_type": "code", + "execution_count": 233, + "id": "d926794b-c22a-4430-a9d9-233d86f6282b", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'parameters': ['-a',\n", + " '-g',\n", + " 200,\n", + " '-m',\n", + " 5,\n", + " '-d',\n", + " '/opt/patric-common/data/kmer_metadata_v2',\n", + " '-u',\n", + " 'http://pear.mcs.anl.gov:6100/query'],\n", + " 'id': '2D3A7502-0132-11EC-BA47-A5E5BBF382BD',\n", + " 'hostname': 'pear',\n", + " 'tool_name': 'kmer_search',\n", + " 'execution_time': 1629407556.04401},\n", + " {'tool_name': 'KmerAnnotationByFigfam',\n", + " 'execution_time': 1629407556.23076,\n", + " 'hostname': 'pear',\n", + " 'parameters': ['annotate_hypothetical_only=1',\n", + " 'dataset_name=Release70',\n", + " 'kmer_size=8'],\n", + " 'id': '2D56F4FC-0132-11EC-BA47-A5E5BBF382BD'},\n", + " {'id': '2F2423F4-0132-11EC-BBE9-4688BCF382BD',\n", + " 'parameters': [],\n", + " 'tool_name': 'annotate_proteins_similarity',\n", + " 'hostname': 'pear',\n", + " 'execute_time': 1629407559.25314}]" + ] + }, + "execution_count": 233, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from modelseedpy import RastClient, MSBuilder\n", + "rast = RastClient()\n", + "rast.annotate_genome(genome)" + ] + }, + { + "cell_type": "code", + "execution_count": 234, + "id": "ebf163e3-2c19-4a06-8117-e9488617dd80", + "metadata": {}, + "outputs": [], + "source": [ + "template_core = kbase.get_from_ws('CoreBacteriaTest_FIX', 82183)" + ] + }, + { + "cell_type": "code", + "execution_count": 237, + "id": "654d3bd5-da89-47c8-98de-5563d685953c", + "metadata": {}, + "outputs": [], + "source": [ + "builder = MSBuilder(genome, template_core)" + ] + }, + { + "cell_type": "code", + "execution_count": 238, + "id": "ca99ee5e-c3a5-41f7-ad40-4109f67f92b0", + "metadata": {}, + "outputs": [], + "source": [ + "model_test = builder.build('m', '0', False, False)" + ] + }, + { + "cell_type": "code", + "execution_count": 277, + "id": "66b97d8b-2f6e-4945-9b5d-846b8b189109", + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "DictList has no attribute or entry ATP_syn_p_p", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m/usr/local/lib/python3.8/site-packages/cobra/core/dictlist.py\u001b[0m in \u001b[0;36m__getattr__\u001b[0;34m(self, attr)\u001b[0m\n\u001b[1;32m 454\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 455\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mDictList\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_by_id\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mattr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 456\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/usr/local/lib/python3.8/site-packages/cobra/core/dictlist.py\u001b[0m in \u001b[0;36mget_by_id\u001b[0;34m(self, id)\u001b[0m\n\u001b[1;32m 57\u001b[0m \u001b[0;34m\"\"\"return the element with a matching id\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 58\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mlist\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__getitem__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_dict\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mid\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 59\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mKeyError\u001b[0m: 'ATP_syn_p_p'", + "\nDuring handling of the above exception, another exception occurred:\n", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mmodel_full\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreactions\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mATP_syn_p_p\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;32m/usr/local/lib/python3.8/site-packages/cobra/core/dictlist.py\u001b[0m in \u001b[0;36m__getattr__\u001b[0;34m(self, attr)\u001b[0m\n\u001b[1;32m 455\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mDictList\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_by_id\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mattr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 456\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 457\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mAttributeError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"DictList has no attribute or entry %s\"\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mattr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 458\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 459\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m__dir__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mAttributeError\u001b[0m: DictList has no attribute or entry ATP_syn_p_p" + ] + } + ], + "source": [ + "model_full.reactions.ATP_syn_p_p" + ] + }, + { + "cell_type": "code", + "execution_count": 262, + "id": "bf4d9ddd-c547-42d2-b571-eb41758421bf", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'RAST': ['Pyruvate decarboxylase (EC 4.1.1.1)',\n", + " 'Indole-3-pyruvate decarboxylase (EC 4.1.1.74)']}" + ] + }, + "execution_count": 262, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "genome.features.A3776_RS09565.ontology_terms" + ] + }, + { + "cell_type": "code", + "execution_count": 335, + "id": "286f4135-480f-4fca-9faa-e2d1562a5b1c", + "metadata": {}, + "outputs": [], + "source": [ + "from cobra.core.gene import parse_gpr\n", + "expr, variables = parse_gpr(\"a or (b and c)\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0ba5cea6-5e88-42c3-a264-315e28127db0", + "metadata": {}, + "outputs": [], + "source": [ + "import pyea" + ] + }, + { + "cell_type": "code", + "execution_count": 342, + "id": "ef75eea1-77a0-4abd-8620-90dbc36e3236", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[<_ast.Name at 0x7fcbc4c76f40>, <_ast.BoolOp at 0x7fcbc4c768e0>]" + ] + }, + "execution_count": 342, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "expr.body.values" + ] + }, + { + "cell_type": "code", + "execution_count": 325, + "id": "25d3389a-53c8-4a02-976d-08d20734c27a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "rxn00549_c0: cpd00001_c0 + cpd00290_c0 --> cpd00009_c0 + cpd00072_c0 (A3776_RS07680) or (A3776_RS19020)\n", + "rxn00549__vc: cpd00001[vc] + cpd00290[vc] --> cpd00009[vc] + cpd00072[vc] A3776_RS07680 or A3776_RS19020\n", + "rxn00549__hc: cpd00001[hc] + cpd00290[hc] --> cpd00009[hc] + cpd00072[hc] A3776_RS07680 or A3776_RS19020\n", + "\n", + "rxn14427_c0: 4 cpd00067_c0 + cpd00209_c0 + cpd18074_c0 --> cpd00001_c0 + 2 cpd00067_e0 + cpd00075_c0 + cpd18072_c0 (A3776_RS11430) or (A3776_RS11430)\n", + "\n", + "rxn05040_c0: cpd00171_c0 --> cpd00047_c0 + cpd00067_c0 + cpd11225_c0 (A3776_RS22120)\n", + "rxn05040__vc: cpd00171[vc] --> cpd00047[vc] + cpd00067[vc] + cpd11225[vc] A3776_RS22120\n", + "rxn05040__hc: cpd00171[hc] --> cpd00047[hc] + cpd00067[hc] + cpd11225[hc] A3776_RS22120\n", + "\n", + "rxn00545_c0: cpd00002_c0 + cpd00072_c0 --> cpd00008_c0 + cpd00067_c0 + cpd00290_c0 (A3776_RS16105)\n", + "\n", + "rxn08977_c0: cpd00005_c0 + cpd00067_c0 + cpd15560_c0 --> cpd00006_c0 + cpd15561_c0 (A3776_RS00950)\n", + "\n", + "rxn01333_c0: cpd00102_c0 + cpd00238_c0 <=> cpd00072_c0 + cpd00236_c0 (A3776_RS22325) or (A3776_RS19015) or (A3776_RS04325)\n", + "rxn01333__vc: cpd00102[vc] + cpd00238[vc] <=> cpd00072[vc] + cpd00236[vc] A3776_RS19015 or A3776_RS22325 or A3776_RS04325\n", + "rxn01333__hc: cpd00102[hc] + cpd00238[hc] <=> cpd00072[hc] + cpd00236[hc] A3776_RS19015 or A3776_RS22325 or A3776_RS04325\n", + "\n", + "rxn00224_c0: cpd01476_c0 + cpd10515_c0 <=> cpd00028_c0 + 2 cpd00067_c0 (A3776_RS09410) or (A3776_RS07385)\n", + "rxn00224__vc: cpd01476[vc] + cpd10515[vc] --> cpd00028[vc] + 2.0 cpd00067[vc] A3776_RS09410 or A3776_RS07385\n", + "rxn00224__hc: cpd01476[hc] + cpd10515[hc] --> cpd00028[hc] + 2.0 cpd00067[hc] A3776_RS09410 or A3776_RS07385\n", + "\n", + "rxn00256_c0: cpd00010_c0 + cpd00067_c0 + cpd00137_c0 <-- cpd00001_c0 + cpd00022_c0 + cpd00032_c0 (A3776_RS06235)\n", + "rxn00256__vc: cpd00001[vc] + cpd00022[vc] + cpd00032[vc] --> cpd00010[vc] + cpd00067[vc] + cpd00137[vc] A3776_RS06235\n", + "rxn00256__hc: cpd00001[hc] + cpd00022[hc] + cpd00032[hc] --> cpd00010[hc] + cpd00067[hc] + cpd00137[hc] A3776_RS06235\n", + "\n", + "rxn00011_c0: cpd00011_c0 + cpd03049_c0 <-- cpd00020_c0 + cpd00056_c0 + cpd00067_c0 (A3776_RS09565) or (A3776_RS09185 and A3776_RS21415) or (A3776_RS15740 and A3776_RS20500)\n", + "rxn00011__vc: cpd00020[vc] + cpd00056[vc] + cpd00067[vc] --> cpd00011[vc] + cpd03049[vc] A3776_RS09185 and ( A3776_RS21415 or A3776_RS06445 )\n", + "rxn00011__hc: cpd00020[hc] + cpd00056[hc] + cpd00067[hc] --> cpd00011[hc] + cpd03049[hc] A3776_RS09185 and ( A3776_RS21415 or A3776_RS06445 )\n", + "\n", + "rxn09272_c0: cpd00036_c0 + cpd15560_c0 --> cpd00106_c0 + cpd15561_c0 (A3776_RS02410) or (A3776_RS03685) or (A3776_RS21955)\n", + "rxn09272__vc: cpd00036[vc] + cpd07274[vl] --> cpd00106[vc] + cpd16503[vl] A3776_RS02410 and A3776_RS21955\n", + "rxn09272__hc: cpd00036[hc] + cpd07274[hl] --> cpd00106[hc] + cpd16503[hl] A3776_RS02410 and A3776_RS21955\n", + "\n", + "rxn00747_c0: cpd00102_c0 <=> cpd00095_c0 (A3776_RS10895)\n", + "rxn00747__vc: cpd00102[vc] <=> cpd00095[vc] A3776_RS10895\n", + "rxn00747__hc: cpd00102[hc] <=> cpd00095[hc] A3776_RS10895\n", + "\n", + "rxn05602_c0: cpd00067_e0 + cpd00159_e0 <=> cpd00067_c0 + cpd00159_c0 (A3776_RS08485)\n", + "rxn05602__vc: cpd00067[vp] + cpd00159[vp] <=> cpd00067[vc] + cpd00159[vc] A3776_RS08485\n", + "rxn05602__hc: cpd00067[hp] + cpd00159[hp] <=> cpd00067[hc] + cpd00159[hc] A3776_RS08485\n", + "\n", + "rxn05937_c0: cpd00006_c0 + cpd00067_c0 + cpd11620_c0 --> cpd00005_c0 + cpd11621_c0 (A3776_RS06700)\n", + "rxn05937__vc: cpd00006[vc] + cpd00067[vc] + 2.0 cpd11620[vc] <=> cpd00005[vc] + 2.0 cpd11621[vc] A3776_RS06700\n", + "rxn05937__hc: cpd00006[hc] + cpd00067[hc] + 2.0 cpd11620[hc] <=> cpd00005[hc] + 2.0 cpd11621[hc] A3776_RS06700\n", + "\n", + "rxn00785_c0: cpd00072_c0 + cpd00102_c0 <=> cpd00198_c0 + cpd00236_c0 (A3776_RS03700) or (A3776_RS10870) or (A3776_RS08320)\n", + "rxn00785__vc: cpd00072[vc] + cpd00102[vc] <=> cpd00198[vc] + cpd00236[vc] A3776_RS03700 or A3776_RS10870 or A3776_RS08320\n", + "rxn00785__hc: cpd00072[hc] + cpd00102[hc] <=> cpd00198[hc] + cpd00236[hc] A3776_RS03700 or A3776_RS10870 or A3776_RS08320\n", + "\n", + "rxn00974_c0: cpd00137_c0 <=> cpd00001_c0 + cpd00331_c0 (A3776_RS00425)\n", + "\n", + "rxn05209_c0: cpd00067_c0 + cpd00971_e0 <=> cpd00067_e0 + cpd00971_c0 (A3776_RS10835) or (A3776_RS13785) or (A3776_RS10605) or (A3776_RS09210) or (A3776_RS05940) or (A3776_RS03490) or (A3776_RS03495) or (A3776_RS10835) or (A3776_RS13785) or (A3776_RS10605) or (A3776_RS09210) or (A3776_RS05940) or (A3776_RS03480) or (A3776_RS03470) or (A3776_RS14385) or (A3776_RS15950) or (A3776_RS03475) or (A3776_RS03465) or (A3776_RS03485)\n", + "rxn05209__vc: cpd00067[vc] + cpd00971[vp] <=> cpd00067[vp] + cpd00971[vc] Unknown\n", + "rxn05209__hc: cpd00067[hc] + cpd00971[hp] <=> cpd00067[hp] + cpd00971[hc] Unknown\n", + "\n", + "rxn01116_c0: cpd00171_c0 <=> cpd00198_c0 (A3776_RS21850)\n", + "rxn01116__vc: cpd00171[vc] <=> cpd00198[vc] A3776_RS21850\n", + "rxn01116__hc: cpd00171[hc] <=> cpd00198[hc] A3776_RS21850\n", + "\n", + "rxn00777_c0: cpd00101_c0 <=> cpd00171_c0 (A3776_RS09340)\n", + "rxn00777__vc: cpd00101[vc] <=> cpd00171[vc] A3776_RS09340\n", + "rxn00777__hc: cpd00101[hc] <=> cpd00171[hc] A3776_RS09340\n", + "\n", + "rxn00285_c0: cpd00002_c0 + cpd00010_c0 + cpd00036_c0 <=> cpd00008_c0 + cpd00009_c0 + cpd00078_c0 (A3776_RS12785 and A3776_RS12790)\n", + "rxn00285__vc: cpd00002[vc] + cpd00010[vc] + cpd00036[vc] <=> cpd00008[vc] + cpd00009[vc] + cpd00078[vc] A3776_RS12785 and A3776_RS12790\n", + "rxn00285__hc: cpd00002[hc] + cpd00010[hc] + cpd00036[hc] <=> cpd00008[hc] + cpd00009[hc] + cpd00078[hc] A3776_RS12785 and A3776_RS12790\n", + "\n", + "rxn01115_c0: cpd00006_c0 + cpd00284_c0 --> cpd00005_c0 + cpd00011_c0 + cpd00171_c0 (A3776_RS16830)\n", + "rxn01115__vc: cpd00006[vc] + cpd00284[vc] --> cpd00005[vc] + cpd00011[vc] + cpd00171[vc] A3776_RS16830\n", + "rxn01115__hc: cpd00006[hc] + cpd00284[hc] --> cpd00005[hc] + cpd00011[hc] + cpd00171[hc] A3776_RS16830\n", + "\n", + "rxn00147_c0: cpd00001_c0 + cpd00002_c0 + cpd00020_c0 --> cpd00009_c0 + cpd00018_c0 + cpd00061_c0 + 3 cpd00067_c0 (A3776_RS16060) or (A3776_RS01500) or (A3776_RS18135)\n", + "rxn00147__vc: cpd00001[vc] + cpd00002[vc] + cpd00020[vc] --> cpd00009[vc] + cpd00018[vc] + cpd00061[vc] + 3.0 cpd00067[vc] A3776_RS01500 or A3776_RS16060 or A3776_RS18135 or A3776_RS15970\n", + "rxn00147__hc: cpd00001[hc] + cpd00002[hc] + cpd00020[hc] --> cpd00009[hc] + cpd00018[hc] + cpd00061[hc] + 3.0 cpd00067[hc] A3776_RS01500 or A3776_RS16060 or A3776_RS18135 or A3776_RS15970\n", + "\n", + "rxn01241_c0: cpd00003_c0 + cpd00449_c0 <=> cpd00004_c0 + cpd00067_c0 + cpd00213_c0 (A3776_RS19200) or (A3776_RS19200)\n", + "rxn01241__vc: cpd00003[vc] + cpd00449[vc] <=> cpd00004[vc] + cpd00067[vc] + cpd00213[vc] A3776_RS19200\n", + "rxn01241__hc: cpd00003[hc] + cpd00449[hc] <=> cpd00004[hc] + cpd00067[hc] + cpd00213[hc] A3776_RS19200\n", + "\n", + "rxn01187_c0: cpd00009_c0 + cpd00198_c0 --> cpd00001_c0 + cpd00102_c0 + cpd00196_c0 (A3776_RS22340)\n", + "rxn01187__vc: cpd00009[vc] + cpd00198[vc] --> cpd00001[vc] + cpd00102[vc] + cpd00196[vc] A3776_RS22340\n", + "rxn01187__hc: cpd00009[hc] + cpd00198[hc] --> cpd00001[hc] + cpd00102[hc] + cpd00196[hc] A3776_RS22340\n", + "\n", + "rxn00122_c0: cpd00002_c0 + cpd00050_c0 --> cpd00012_c0 + cpd00015_c0 (A3776_RS01880)\n", + "rxn00122__vc: cpd00002[vc] + cpd00050[vc] --> cpd00012[vc] + cpd00015[vc] A3776_RS01880\n", + "rxn00122__hc: cpd00002[hc] + cpd00050[hc] --> cpd00012[hc] + cpd00015[hc] A3776_RS01880\n", + "\n", + "rxn04794_c0: cpd00010_c0 + cpd00094_c0 <=> cpd00047_c0 + cpd00086_c0 (A3776_RS06860)\n", + "\n", + "rxn00543_c0: cpd00003_c0 + cpd00363_c0 <=> cpd00004_c0 + cpd00067_c0 + cpd00071_c0 (A3776_RS09485) or (A3776_RS06850)\n", + "rxn00543__vc: cpd00004[vc] + cpd00067[vc] + cpd00071[vc] --> cpd00003[vc] + cpd00363[vc] A3776_RS06850 or A3776_RS09485\n", + "rxn00543__hc: cpd00004[hc] + cpd00067[hc] + cpd00071[hc] --> cpd00003[hc] + cpd00363[hc] A3776_RS06850 or A3776_RS09485\n", + "\n", + "rxn00506_c0: cpd00001_c0 + cpd00003_c0 + cpd00071_c0 --> cpd00004_c0 + cpd00029_c0 + 2 cpd00067_c0 (A3776_RS19000) or (A3776_RS02000) or (A3776_RS06130)\n", + "rxn00506__vc: cpd00004[vc] + cpd00029[vc] + 2.0 cpd00067[vc] --> cpd00001[vc] + cpd00003[vc] + cpd00071[vc] A3776_RS02000 or A3776_RS19000\n", + "rxn00506__hc: cpd00004[hc] + cpd00029[hc] + 2.0 cpd00067[hc] --> cpd00001[hc] + cpd00003[hc] + cpd00071[hc] A3776_RS02000 or A3776_RS19000\n", + "\n", + "rxn00225_c0: cpd00002_c0 + cpd00029_c0 <=> cpd00008_c0 + cpd00196_c0 (A3776_RS22320)\n", + "rxn00225__vc: cpd00002[vc] + cpd00029[vc] --> cpd00008[vc] + cpd00196[vc] A3776_RS22320\n", + "rxn00225__hc: cpd00002[hc] + cpd00029[hc] --> cpd00008[hc] + cpd00196[hc] A3776_RS22320\n", + "\n", + "rxn05145_c0: cpd00001_c0 + cpd00002_c0 + cpd00009_e0 --> cpd00008_c0 + 2 cpd00009_c0 + cpd00067_c0 (A3776_RS18750) or (A3776_RS05535) or (A3776_RS21700) or (A3776_RS20835) or (A3776_RS00795) or (A3776_RS15490) or (A3776_RS15165) or (A3776_RS15495) or (A3776_RS15160) or (A3776_RS15500) or (A3776_RS15155) or (A3776_RS15505) or (A3776_RS15170) or (A3776_RS02990) or (A3776_RS15485)\n", + "rxn05145__vc: cpd00001[vc] + cpd00002[vc] + cpd00009[vp] --> cpd00008[vc] + 2.0 cpd00009[vc] + cpd00067[vc] ( A3776_RS15160 or A3776_RS15495 ) and ( A3776_RS15155 or A3776_RS15500 or A3776_RS15505 ) and ( A3776_RS15165 or A3776_RS15490 ) and ( A3776_RS02990 or A3776_RS15170 or A3776_RS15485 )\n", + "rxn05145__hc: cpd00001[hc] + cpd00002[hc] + cpd00009[hp] --> cpd00008[hc] + 2.0 cpd00009[hc] + cpd00067[hc] ( A3776_RS15160 or A3776_RS15495 ) and ( A3776_RS15155 or A3776_RS15500 or A3776_RS15505 ) and ( A3776_RS15165 or A3776_RS15490 ) and ( A3776_RS02990 or A3776_RS15170 or A3776_RS15485 )\n", + "\n", + "rxn01106_c0: cpd00482_c0 <=> cpd00169_c0 (A3776_RS15870) or (A3776_RS03430)\n", + "rxn01106__vc: cpd00482[vc] <=> cpd00169[vc] A3776_RS03430 or A3776_RS15870\n", + "rxn01106__hc: cpd00482[hc] <=> cpd00169[hc] A3776_RS03430 or A3776_RS15870\n", + "\n", + "rxn01334_c0: cpd00349_c0 <=> cpd00095_c0 + cpd00236_c0 (A3776_RS20005) or (A3776_RS20480)\n", + "rxn01334__vc: cpd00349[vc] <=> cpd00095[vc] + cpd00236[vc] A3776_RS20005 or A3776_RS20480\n", + "rxn01334__hc: cpd00349[hc] <=> cpd00095[hc] + cpd00236[hc] A3776_RS20005 or A3776_RS20480\n", + "\n", + "rxn00786_c0: cpd00290_c0 <=> cpd00095_c0 + cpd00102_c0 (A3776_RS20005) or (A3776_RS20480)\n", + "rxn00786__vc: cpd00290[vc] <=> cpd00095[vc] + cpd00102[vc] A3776_RS20005 or A3776_RS20480\n", + "rxn00786__hc: cpd00290[hc] <=> cpd00095[hc] + cpd00102[hc] A3776_RS20005 or A3776_RS20480\n", + "\n", + "rxn00869_c0: cpd00003_c0 + cpd00010_c0 + cpd01011_c0 <-- cpd00004_c0 + cpd00067_c0 + cpd00120_c0 (A3776_RS06850)\n", + "rxn00869__vc: cpd00003[vc] + cpd00010[vc] + cpd01011[vc] <=> cpd00004[vc] + cpd00067[vc] + cpd00120[vc] A3776_RS06850\n", + "rxn00869__hc: cpd00003[hc] + cpd00010[hc] + cpd01011[hc] <=> cpd00004[hc] + cpd00067[hc] + cpd00120[hc] A3776_RS06850\n", + "\n", + "rxn05627_c0: cpd00067_e0 + cpd00209_e0 --> cpd00067_c0 + cpd00209_c0 (A3776_RS11430) or (A3776_RS11430)\n", + "\n", + "rxn01343_c0: cpd00002_c0 + cpd00238_c0 --> cpd00008_c0 + cpd00067_c0 + cpd00349_c0 (A3776_RS16105)\n", + "rxn01343__vc: cpd00002[vc] + cpd00238[vc] --> cpd00008[vc] + cpd00067[vc] + cpd00349[vc] A3776_RS16105\n", + "rxn01343__hc: cpd00002[hc] + cpd00238[hc] --> cpd00008[hc] + cpd00067[hc] + cpd00349[hc] A3776_RS16105\n", + "\n", + "rxn05528_c0: cpd00001_c0 + cpd00002_c0 + cpd00058_c0 --> cpd00008_c0 + cpd00009_c0 + cpd00058_e0 + cpd00067_c0 (A3776_RS17745) or (A3776_RS18685) or (A3776_RS17740) or (A3776_RS12080) or (A3776_RS06845)\n", + "rxn05528__vc: cpd00001[vc] + cpd00002[vc] + cpd00058[vc] --> cpd00008[vc] + cpd00009[vc] + cpd00058[vp] + cpd00067[vc] A3776_RS06845 or A3776_RS12890 or A3776_RS17740 or A3776_RS17745\n", + "rxn05528__hc: cpd00001[hc] + cpd00002[hc] + cpd00058[hc] --> cpd00008[hc] + cpd00009[hc] + cpd00058[hp] + cpd00067[hc] A3776_RS06845 or A3776_RS12890 or A3776_RS17740 or A3776_RS17745\n", + "\n", + "rxn02342_c0: cpd00213_c0 + cpd03049_c0 --> cpd00056_c0 + cpd00836_c0 (A3776_RS15740 and A3776_RS20500)\n", + "\n", + "rxn00148_c0: cpd00002_c0 + cpd00020_c0 <-- cpd00008_c0 + cpd00061_c0 + cpd00067_c0 (A3776_RS05300) or (A3776_RS22330)\n", + "rxn00148__vc: cpd00008[vc] + cpd00061[vc] + cpd00067[vc] --> cpd00002[vc] + cpd00020[vc] A3776_RS05300 or A3776_RS22330 or A3776_RS16050\n", + "rxn00148__hc: cpd00008[hc] + cpd00061[hc] + cpd00067[hc] --> cpd00002[hc] + cpd00020[hc] A3776_RS05300 or A3776_RS22330 or A3776_RS16050\n", + "\n", + "rxn00199_c0: cpd00067_c0 + cpd03187_c0 --> cpd00011_c0 + cpd00024_c0 (A3776_RS20350)\n", + "\n", + "rxn00615_c0: cpd00002_c0 + cpd00100_c0 --> cpd00008_c0 + cpd00067_c0 + cpd00080_c0 (A3776_RS19965)\n", + "rxn00615__vc: cpd00002[vc] + cpd00100[vc] --> cpd00008[vc] + cpd00067[vc] + cpd00080[vc] A3776_RS19965\n", + "rxn00615__hc: cpd00002[hc] + cpd00100[hc] --> cpd00008[hc] + cpd00067[hc] + cpd00080[hc] A3776_RS19965\n", + "\n", + "rxn00392_c0: cpd00002_c0 + cpd00220_c0 <=> cpd00008_c0 + cpd00050_c0 + cpd00067_c0 (A3776_RS01880)\n", + "rxn00392__vc: cpd00002[vc] + cpd00220[vc] --> cpd00008[vc] + cpd00050[vc] A3776_RS01880\n", + "rxn00392__hc: cpd00002[hc] + cpd00220[hc] --> cpd00008[hc] + cpd00050[hc] A3776_RS01880\n", + "\n", + "rxn00083_c0: cpd00003_c0 + cpd00005_c0 --> cpd00004_c0 + cpd00006_c0 (A3776_RS04700) or (A3776_RS04690) or (A3776_RS04695)\n", + "\n", + "rxn00161_c0: cpd00006_c0 + cpd00130_c0 --> cpd00005_c0 + cpd00011_c0 + cpd00020_c0 (A3776_RS21625)\n", + "rxn00161__vc: cpd00006[vc] + cpd00130[vc] --> cpd00005[vc] + cpd00011[vc] + cpd00020[vc] A3776_RS21625\n", + "rxn00161__hc: cpd00006[hc] + cpd00130[hc] --> cpd00005[hc] + cpd00011[hc] + cpd00020[hc] A3776_RS21625\n", + "\n", + "rxn00985_c0: cpd00002_c0 + cpd00141_c0 <=> cpd00008_c0 + cpd01844_c0 (A3776_RS22320)\n", + "\n", + "rxn14418_c0: cpd15561_c0 + cpd18075_c0 --> 2 cpd00067_e0 + cpd15560_c0 + cpd18076_c0 (A3776_RS02530) or (A3776_RS02530) or (A3776_RS02530 and A3776_RS02525) or (A3776_RS02525)\n", + "\n", + "rxn00171_c0: cpd00003_c0 + cpd00010_c0 + cpd00071_c0 <=> cpd00004_c0 + cpd00022_c0 + cpd00067_c0 (A3776_RS06850) or (A3776_RS09485) or (A3776_RS06850)\n", + "rxn00171__vc: cpd00004[vc] + cpd00022[vc] + cpd00067[vc] --> cpd00003[vc] + cpd00010[vc] + cpd00071[vc] A3776_RS06850\n", + "rxn00171__hc: cpd00004[hc] + cpd00022[hc] + cpd00067[hc] --> cpd00003[hc] + cpd00010[hc] + cpd00071[hc] A3776_RS06850\n", + "\n", + "rxn14420_c0: cpd15499_c0 + cpd18075_c0 --> 2 cpd00067_e0 + cpd15500_c0 + cpd18076_c0 (A3776_RS02530) or (A3776_RS02530 and A3776_RS02525) or (A3776_RS08000)\n", + "\n", + "rxn00248_c0: cpd00003_c0 + cpd00130_c0 <=> cpd00004_c0 + cpd00032_c0 + cpd00067_c0 (A3776_RS07725)\n", + "rxn00248__vc: cpd00003[vc] + cpd00130[vc] <=> cpd00004[vc] + cpd00032[vc] + cpd00067[vc] A3776_RS07725\n", + "rxn00248__hc: cpd00003[hc] + cpd00130[hc] <=> cpd00004[hc] + cpd00032[hc] + cpd00067[hc] A3776_RS07725\n", + "\n", + "rxn00604_c0: cpd00006_c0 + cpd00079_c0 --> cpd00005_c0 + cpd00067_c0 + cpd00911_c0 (A3776_RS19010)\n", + "rxn00604__vc: cpd00006[vc] + cpd00079[vc] --> cpd00005[vc] + cpd00067[vc] + cpd00911[vc] A3776_RS19010\n", + "rxn00604__hc: cpd00006[hc] + cpd00079[hc] --> cpd00005[hc] + cpd00067[hc] + cpd00911[hc] A3776_RS19010\n", + "\n", + "rxn00371_c0: cpd00003_c0 + cpd00047_c0 --> cpd00004_c0 + cpd00011_c0 (A3776_RS10715)\n", + "\n", + "rxn01100_c0: cpd00002_c0 + cpd00169_c0 <=> cpd00008_c0 + cpd00203_c0 (A3776_RS01285)\n", + "rxn01100__vc: cpd00002[vc] + cpd00169[vc] <=> cpd00008[vc] + cpd00203[vc] A3776_RS01285\n", + "rxn01100__hc: cpd00002[hc] + cpd00169[hc] <=> cpd00008[hc] + cpd00203[hc] A3776_RS01285\n", + "\n", + "rxn00216_c0: cpd00002_c0 + cpd00027_c0 <=> cpd00008_c0 + cpd00067_c0 + cpd00079_c0 (A3776_RS11205)\n", + "rxn00216__vc: cpd00002[vc] + cpd00027[vc] --> cpd00008[vc] + cpd00067[vc] + cpd00079[vc] A3776_RS02165 or A3776_RS03075 or A3776_RS11205\n", + "rxn00216__hc: cpd00002[hc] + cpd00027[hc] --> cpd00008[hc] + cpd00067[hc] + cpd00079[hc] A3776_RS02165 or A3776_RS03075 or A3776_RS11205\n", + "\n", + "rxn08655_c0: cpd00139_c0 + cpd15560_c0 --> cpd00040_c0 + cpd15561_c0 (A3776_RS17185 and A3776_RS17180 and A3776_RS21160)\n", + "\n", + "rxn00175_c0: cpd00002_c0 + cpd00010_c0 + cpd00029_c0 --> cpd00012_c0 + cpd00018_c0 + cpd00022_c0 + cpd00067_c0 (A3776_RS18320)\n", + "rxn00175__vc: cpd00002[vc] + cpd00010[vc] + cpd00029[vc] --> cpd00012[vc] + cpd00018[vc] + cpd00022[vc] + cpd00067[vc] A3776_RS18320\n", + "rxn00175__hc: cpd00002[hc] + cpd00010[hc] + cpd00029[hc] --> cpd00012[hc] + cpd00018[hc] + cpd00022[hc] + cpd00067[hc] A3776_RS18320\n", + "\n", + "rxn00763_c0: cpd00003_c0 + cpd00100_c0 <=> cpd00004_c0 + cpd00067_c0 + cpd00448_c0 (A3776_RS09485) or (A3776_RS06850)\n", + "rxn00763__vc: cpd00004[vc] + cpd00067[vc] + cpd00448[vc] --> cpd00003[vc] + cpd00100[vc] A3776_RS01770 or A3776_RS06850 or A3776_RS09485\n", + "rxn00763__hc: cpd00004[hc] + cpd00067[hc] + cpd00448[hc] --> cpd00003[hc] + cpd00100[hc] A3776_RS01770 or A3776_RS06850 or A3776_RS09485\n", + "\n", + "rxn01476_c0: cpd00001_c0 + cpd00911_c0 --> cpd00067_c0 + cpd00284_c0 (A3776_RS11870)\n", + "rxn01476__vc: cpd00001[vc] + cpd00911[vc] --> cpd00067[vc] + cpd00284[vc] A3776_RS11870\n", + "rxn01476__hc: cpd00001[hc] + cpd00911[hc] --> cpd00067[hc] + cpd00284[hc] A3776_RS11870\n", + "\n", + "rxn05625_c0: cpd00067_e0 + cpd00075_e0 <=> cpd00067_c0 + cpd00075_c0 (A3776_RS11430) or (A3776_RS11430)\n", + "\n", + "rxn06493_c0: cpd00003_c0 + cpd12225_c0 <=> cpd00004_c0 + cpd00067_c0 + cpd12005_c0 (A3776_RS19200) or (A3776_RS14650 and A3776_RS14655) or (A3776_RS14655)\n", + "rxn06493__vc: cpd00003[vc] + cpd12225[vc] <=> cpd00004[vc] + cpd00067[vc] + cpd12005[vc] A3776_RS19200\n", + "rxn06493__hc: cpd00003[hc] + cpd12225[hc] <=> cpd00004[hc] + cpd00067[hc] + cpd12005[hc] A3776_RS19200\n", + "\n", + "rxn01388_c0: cpd00260_c0 <=> cpd00001_c0 + cpd00331_c0 (A3776_RS00425)\n", + "\n", + "rxn00459_c0: cpd00482_c0 <=> cpd00001_c0 + cpd00061_c0 (A3776_RS22110)\n", + "rxn00459__vc: cpd00482[vc] <=> cpd00001[vc] + cpd00061[vc] A3776_RS22110\n", + "rxn00459__hc: cpd00482[hc] <=> cpd00001[hc] + cpd00061[hc] A3776_RS22110\n", + "\n", + "rxn01275_c0: cpd00002_c0 + cpd00222_c0 --> cpd00008_c0 + cpd00067_c0 + cpd00284_c0 (A3776_RS23010)\n", + "rxn01275__vc: cpd00002[vc] + cpd00222[vc] --> cpd00008[vc] + cpd00067[vc] + cpd00284[vc] A3776_RS23010\n", + "rxn01275__hc: cpd00002[hc] + cpd00222[hc] --> cpd00008[hc] + cpd00067[hc] + cpd00284[hc] A3776_RS23010\n", + "\n", + "rxn01871_c0: cpd00022_c0 + cpd00449_c0 <-- cpd00010_c0 + cpd00836_c0 (A3776_RS19785)\n", + "rxn01871__vc: cpd00022[vc] + cpd00449[vc] <=> cpd00010[vc] + cpd00836[vc] A3776_RS19785\n", + "rxn01871__hc: cpd00022[hc] + cpd00449[hc] <=> cpd00010[hc] + cpd00836[hc] A3776_RS19785\n", + "\n", + "rxn01870_c0: cpd00802_c0 <=> cpd00095_c0 + cpd00448_c0 (A3776_RS20480)\n", + "rxn01870__vc: cpd00802[vc] <=> cpd00095[vc] + cpd00448[vc] A3776_RS20005 or A3776_RS20480\n", + "rxn01870__hc: cpd00802[hc] <=> cpd00095[hc] + cpd00448[hc] A3776_RS20005 or A3776_RS20480\n", + "\n", + "rxn01200_c0: cpd00102_c0 + cpd00238_c0 <=> cpd00101_c0 + cpd00198_c0 (A3776_RS03700) or (A3776_RS10870) or (A3776_RS08320)\n", + "rxn01200__vc: cpd00102[vc] + cpd00238[vc] <=> cpd00101[vc] + cpd00198[vc] A3776_RS03700 or A3776_RS10870 or A3776_RS08320\n", + "rxn01200__hc: cpd00102[hc] + cpd00238[hc] <=> cpd00101[hc] + cpd00198[hc] A3776_RS03700 or A3776_RS10870 or A3776_RS08320\n", + "\n", + "rxn14419_c0: 0.5 cpd00007_c0 + 4 cpd00067_c0 + cpd18076_c0 --> cpd00001_c0 + 2 cpd00067_e0 + cpd18075_c0 (A3776_RS02530) or (A3776_RS02530) or (A3776_RS02530 and A3776_RS02525) or (A3776_RS02525)\n", + "\n", + "rxn00548_c0: cpd00009_c0 + cpd00072_c0 <=> cpd00001_c0 + cpd00196_c0 + cpd00236_c0 (A3776_RS22340)\n", + "rxn00548__vc: cpd00009[vc] + cpd00072[vc] --> cpd00001[vc] + cpd00196[vc] + cpd00236[vc] A3776_RS09675 or A3776_RS22340\n", + "rxn00548__hc: cpd00009[hc] + cpd00072[hc] --> cpd00001[hc] + cpd00196[hc] + cpd00236[hc] A3776_RS09675 or A3776_RS22340\n", + "\n", + "rxn00558_c0: cpd00079_c0 <=> cpd00072_c0 (A3776_RS07090) or (A3776_RS07710)\n", + "rxn00558__vc: cpd00079[vc] <=> cpd00072[vc] A3776_RS07710 or A3776_RS07090\n", + "rxn00558__hc: cpd00079[hc] <=> cpd00072[hc] A3776_RS07710 or A3776_RS07090\n", + "\n", + "rxn00544_c0: cpd00056_c0 + cpd00071_c0 <-- cpd03049_c0 (A3776_RS09565)\n", + "\n", + "rxn00157_c0: cpd00022_c0 + cpd00047_c0 <-- cpd00010_c0 + cpd00020_c0 (A3776_RS06855) or (A3776_RS06860)\n", + "rxn00157__vc: cpd00022[vc] + cpd00047[vc] <=> cpd00010[vc] + cpd00020[vc] A3776_RS06860\n", + "rxn00157__hc: cpd00022[hc] + cpd00047[hc] <=> cpd00010[hc] + cpd00020[hc] A3776_RS06860\n", + "\n", + "rxn10122_c0: cpd00004_c0 + 4.5 cpd00067_c0 + cpd15560_c0 --> cpd00003_c0 + 3.5 cpd00067_e0 + cpd15561_c0 (A3776_RS00950)\n", + "\n", + "rxn00568_c0: 2 cpd00001_c0 + 3 cpd00003_c0 + cpd00013_c0 <-- 3 cpd00004_c0 + 5 cpd00067_c0 + cpd00075_c0 (A3776_RS11430)\n", + "\n", + "rxn02314_c0: cpd00002_c0 + cpd00805_c0 <=> cpd00008_c0 + cpd00067_c0 + cpd02371_c0 (A3776_RS16105)\n", + "\n", + "rxn03884_c0: cpd02711_c0 --> cpd00020_c0 + cpd00102_c0 (A3776_RS10780)\n", + "rxn03884__vc: cpd02711[vc] <=> cpd00020[vc] + cpd00102[vc] A3776_RS10780\n", + "rxn03884__hc: cpd02711[hc] <=> cpd00020[hc] + cpd00102[hc] A3776_RS10780\n", + "\n", + "rxn08971_c0: cpd00004_c0 + cpd00067_c0 + cpd15500_c0 --> cpd00003_c0 + cpd15499_c0 (A3776_RS10740) or (A3776_RS17150) or (A3776_RS16420) or (A3776_RS02065) or (A3776_RS17155)\n", + "\n", + "rxn00770_c0: cpd00002_c0 + cpd00101_c0 <=> cpd00018_c0 + cpd00067_c0 + cpd00103_c0 (A3776_RS04015)\n", + "rxn00770__vc: cpd00002[vc] + cpd00101[vc] --> cpd00018[vc] + cpd00067[vc] + cpd00103[vc] A3776_RS04015\n", + "rxn00770__hc: cpd00002[hc] + cpd00101[hc] --> cpd00018[hc] + cpd00067[hc] + cpd00103[hc] A3776_RS04015\n", + "\n", + "rxn00077_c0: cpd00002_c0 + cpd00003_c0 <=> cpd00006_c0 + cpd00008_c0 + cpd00067_c0 (A3776_RS19230) or (A3776_RS06210)\n", + "rxn00077__vc: cpd00002[vc] + cpd00003[vc] --> cpd00006[vc] + cpd00008[vc] + cpd00067[vc] A3776_RS06210 or A3776_RS19230\n", + "rxn00077__hc: cpd00002[hc] + cpd00003[hc] --> cpd00006[hc] + cpd00008[hc] + cpd00067[hc] A3776_RS06210 or A3776_RS19230\n", + "\n", + "rxn00251_c0: cpd00009_c0 + cpd00032_c0 + cpd00067_c0 <=> cpd00001_c0 + cpd00011_c0 + cpd00061_c0 (A3776_RS20435) or (A3776_RS07835) or (A3776_RS16425)\n", + "rxn00251__vc: cpd00001[vc] + cpd00011[vc] + cpd00061[vc] --> cpd00009[vc] + cpd00032[vc] + cpd00067[vc] A3776_RS20435 or A3776_RS07835 or A3776_RS16425\n", + "rxn00251__hc: cpd00001[hc] + cpd00011[hc] + cpd00061[hc] --> cpd00009[hc] + cpd00032[hc] + cpd00067[hc] A3776_RS20435 or A3776_RS07835 or A3776_RS16425\n", + "\n", + "rxn08975_c0: cpd00004_c0 + cpd00067_c0 + cpd15560_c0 --> cpd00003_c0 + cpd15561_c0 (A3776_RS10740) or (A3776_RS17150) or (A3776_RS16420) or (A3776_RS02065) or (A3776_RS17155)\n", + "\n", + "rxn00781_c0: cpd00003_c0 + cpd00009_c0 + cpd00102_c0 <=> cpd00004_c0 + cpd00067_c0 + cpd00203_c0 (A3776_RS22210) or (A3776_RS02985)\n", + "rxn00781__vc: cpd00003[vc] + cpd00009[vc] + cpd00102[vc] --> cpd00004[vc] + cpd00067[vc] + cpd00203[vc] A3776_RS02985 or A3776_RS22335\n", + "rxn00781__hc: cpd00003[hc] + cpd00009[hc] + cpd00102[hc] --> cpd00004[hc] + cpd00067[hc] + cpd00203[hc] A3776_RS02985 or A3776_RS22335\n", + "\n", + "rxn08656_c0: cpd00139_c0 + cpd15500_c0 --> cpd00040_c0 + cpd15499_c0 (A3776_RS17185 and A3776_RS17180 and A3776_RS21160)\n", + "\n", + "rxn00762_c0: cpd00003_c0 + cpd00100_c0 <=> cpd00004_c0 + cpd00067_c0 + cpd00157_c0 (A3776_RS03005)\n", + "rxn00762__vc: cpd00003[vc] + cpd00100[vc] --> cpd00004[vc] + cpd00067[vc] + cpd00157[vc] A3776_RS03005\n", + "rxn00762__hc: cpd00003[hc] + cpd00100[hc] --> cpd00004[hc] + cpd00067[hc] + cpd00157[hc] A3776_RS03005\n", + "\n", + "rxn01387_c0: cpd00006_c0 + cpd00260_c0 <=> cpd00005_c0 + cpd00067_c0 + cpd03187_c0 (A3776_RS20350)\n", + "\n", + "rxn00799_c0: cpd00130_c0 <=> cpd00001_c0 + cpd00106_c0 (A3776_RS00630)\n", + "rxn00799__vc: cpd00130[vc] <=> cpd00001[vc] + cpd00106[vc] A3776_RS00630\n", + "rxn00799__hc: cpd00130[hc] <=> cpd00001[hc] + cpd00106[hc] A3776_RS00630\n", + "\n", + "rxn08734_c0: 2 cpd00067_c0 + cpd11640_c0 + cpd15560_c0 --> 2 cpd00067_e0 + cpd15561_c0 (A3776_RS12315) or (A3776_RS02530) or (A3776_RS12320)\n", + "\n", + "rxn09001_c0: 2 cpd00067_c0 + cpd00209_c0 + cpd15561_c0 --> cpd00001_c0 + 2 cpd00067_e0 + cpd00075_c0 + cpd15560_c0 (A3776_RS11430)\n", + "\n", + "rxn09003_c0: 2 cpd00067_c0 + cpd00209_c0 + cpd15499_c0 --> cpd00001_c0 + 2 cpd00067_e0 + cpd00075_c0 + cpd15500_c0 (A3776_RS11430)\n", + "\n", + "rxn08173_c0: cpd00008_c0 + cpd00009_c0 + 4 cpd00067_e0 <=> cpd00001_c0 + cpd00002_c0 + 3 cpd00067_c0 (A3776_RS13435 and A3776_RS10975 and A3776_RS13440 and A3776_RS13445 and A3776_RS10980 and A3776_RS13470) or (A3776_RS10825 and A3776_RS13435 and A3776_RS13440 and A3776_RS13445 and A3776_RS10980 and A3776_RS13470) or (A3776_RS13465) or (A3776_RS13450) or (A3776_RS13455) or (A3776_RS13460)\n", + "\n", + "rxn09295_c0: cpd00004_c0 + cpd00006_c0 + 2 cpd00067_e0 --> cpd00003_c0 + cpd00005_c0 + 2 cpd00067_c0 (A3776_RS04690) or (A3776_RS04700) or (A3776_RS04695)\n", + "\n", + "rxn05312_c0: cpd00009_e0 + cpd00067_e0 <-- cpd00009_c0 + cpd00067_c0 (A3776_RS09530) or (A3776_RS11030)\n", + "rxn05312__vc: cpd00009[vp] + cpd00067[vp] <=> cpd00009[vc] + cpd00067[vc] A3776_RS09530 or A3776_RS11030\n", + "rxn05312__hc: cpd00009[hp] + cpd00067[hp] <=> cpd00009[hc] + cpd00067[hc] A3776_RS09530 or A3776_RS11030\n", + "\n", + "rxn08976_c0: cpd00004_c0 + cpd00067_c0 + cpd15352_c0 --> cpd00003_c0 + cpd15353_c0 (A3776_RS10740) or (A3776_RS17150) or (A3776_RS16420) or (A3776_RS02065) or (A3776_RS17155)\n", + "\n", + "rxn00507_c0: cpd00001_c0 + cpd00006_c0 + cpd00071_c0 --> cpd00005_c0 + cpd00029_c0 + 2.0 cpd00067_c0 (A3776_RS06600) or (A3776_RS04425)\n", + "\n", + "rxn00612_c0: cpd00006_c0 + cpd00080_c0 <=> cpd00005_c0 + cpd00067_c0 + cpd00095_c0 (A3776_RS22795)\n", + "rxn00612__vc: cpd00005[vc] + cpd00067[vc] + cpd00095[vc] --> cpd00006[vc] + cpd00080[vc] A3776_RS22795\n", + "rxn00612__hc: cpd00005[hc] + cpd00067[hc] + cpd00095[hc] --> cpd00006[hc] + cpd00080[hc] A3776_RS22795\n", + "\n", + "rxn00206_c0: 2.0 cpd00067_c0 + 2.0 cpd00532_c0 <-- cpd00007_c0 + cpd00025_c0 (A3776_RS09260) or (A3776_RS01410)\n", + "rxn00206__vc: 2.0 cpd00067[vc] + 2.0 cpd00532[vc] --> cpd00007[vc] + cpd00025[vc] A3776_RS01410 or A3776_RS09260\n", + "rxn00206__hc: 2.0 cpd00067[hc] + 2.0 cpd00532[hc] --> cpd00007[hc] + cpd00025[hc] A3776_RS01410 or A3776_RS09260\n", + "\n", + "rxn01834_c0: cpd02182_c0 <=> cpd00042_c0 + cpd00428_c0 (A3776_RS02965) or (A3776_RS22105)\n", + "rxn01834__vc: cpd02182[vc] <=> cpd00042[vc] + cpd00428[vc] A3776_RS22105 or A3776_RS02965\n", + "rxn01834__hc: cpd02182[hc] <=> cpd00042[hc] + cpd00428[hc] A3776_RS22105 or A3776_RS02965\n", + "\n", + "rxn05466_c0: cpd00013_e0 <=> cpd00013_c0 (A3776_RS13855) or (A3776_RS13890) or (A3776_RS13860)\n", + "\n", + "rxn01274_c0: cpd00001_c0 + cpd02182_c0 --> cpd00042_c0 + cpd00067_c0 + cpd00221_c0 (A3776_RS08720)\n", + "rxn01274__vc: cpd00001[vc] + cpd02182[vc] --> cpd00042[vc] + cpd00067[vc] + cpd00221[vc] A3776_RS08720 or A3776_RS12840 or A3776_RS16165\n", + "rxn01274__hc: cpd00001[hc] + cpd02182[hc] --> cpd00042[hc] + cpd00067[hc] + cpd00221[hc] A3776_RS08720 or A3776_RS12840 or A3776_RS16165\n", + "\n", + "rxn00611_c0: cpd00003_c0 + cpd00080_c0 <=> cpd00004_c0 + cpd00067_c0 + cpd00095_c0 (A3776_RS22795)\n", + "rxn00611__vc: cpd00004[vc] + cpd00067[vc] + cpd00095[vc] --> cpd00003[vc] + cpd00080[vc] A3776_RS22795\n", + "rxn00611__hc: cpd00004[hc] + cpd00067[hc] + cpd00095[hc] --> cpd00003[hc] + cpd00080[hc] A3776_RS22795\n", + "\n", + "rxn05467_c0: cpd00011_e0 <=> cpd00011_c0 \n", + "\n", + "rxn05488_c0: cpd00029_e0 + cpd00067_e0 <=> cpd00029_c0 + cpd00067_c0 \n", + "\n", + "rxn05468_c0: cpd00007_e0 --> cpd00007_c0 \n", + "\n", + "rxn05559_c0: cpd00047_e0 + cpd00067_e0 <=> cpd00047_c0 + cpd00067_c0 \n", + "\n", + "rxn05319_c0: cpd00001_e0 <=> cpd00001_c0 \n", + "\n", + "rxn05469_c0: cpd00020_e0 + cpd00067_e0 <=> cpd00020_c0 + cpd00067_c0 \n", + "\n", + "rxn08428_c0: cpd00363_c0 <=> cpd00363_e0 \n", + "\n", + "rxn08691_c0: cpd11640_c0 <=> cpd11640_e0 \n", + "\n", + "rxn08350_c0: cpd00067_e0 + cpd00221_e0 --> cpd00067_c0 + cpd00221_c0 \n", + "\n", + "EX_cpd00067_e0: cpd00067_e0 <=> \n", + "\n", + "EX_cpd00159_e0: cpd00159_e0 <=> \n", + "\n", + "EX_cpd00971_e0: cpd00971_e0 <=> \n", + "\n", + "EX_cpd00009_e0: cpd00009_e0 <=> \n", + "\n", + "EX_cpd00209_e0: cpd00209_e0 <=> \n", + "\n", + "EX_cpd00058_e0: cpd00058_e0 <=> \n", + "\n", + "EX_cpd00075_e0: cpd00075_e0 <=> \n", + "\n", + "EX_cpd00013_e0: cpd00013_e0 <=> \n", + "\n", + "EX_cpd00011_e0: cpd00011_e0 <=> \n", + "\n", + "EX_cpd00029_e0: cpd00029_e0 <=> \n", + "\n", + "EX_cpd00007_e0: cpd00007_e0 <=> \n", + "\n", + "EX_cpd00047_e0: cpd00047_e0 <=> \n", + "\n", + "EX_cpd00001_e0: cpd00001_e0 <=> \n", + "\n", + "EX_cpd00020_e0: cpd00020_e0 <=> \n", + "\n", + "EX_cpd00363_e0: cpd00363_e0 <=> \n", + "\n", + "EX_cpd11640_e0: cpd11640_e0 <=> \n", + "\n", + "EX_cpd00221_e0: cpd00221_e0 <=> \n", + "\n", + "bio1: 41.257 cpd00001_c0 + 41.257 cpd00002_c0 + 3.547 cpd00003_c0 + 1.8225 cpd00005_c0 + 2.8328 cpd00020_c0 + 3.7478 cpd00022_c0 + 1.0789 cpd00024_c0 + 1.7867 cpd00032_c0 + 0.5191 cpd00061_c0 + 0.0709 cpd00072_c0 + 0.205 cpd00079_c0 + 0.8977 cpd00101_c0 + 0.129 cpd00102_c0 + 1.496 cpd00169_c0 + 0.8977 cpd00236_c0 --> 3.547 cpd00004_c0 + 1.8225 cpd00006_c0 + 41.257 cpd00008_c0 + 41.257 cpd00009_c0 + 3.7478 cpd00010_c0 + 46.6265 cpd00067_c0 + cpd11416_c0 \n", + "\n", + "bio2: 41.257 cpd00001_c0 + 41.257 cpd00002_c0 --> 41.257 cpd00008_c0 + 41.257 cpd00009_c0 + 46.6265 cpd00067_c0 \n", + "\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "\n" + ] + } + ], + "source": [ + "for r in model_test.reactions:\n", + " i = r.id\n", + " seed_id = i[:-3]\n", + " print(r, r.gene_reaction_rule)\n", + " if f'{seed_id}__vc' in model_full.reactions:\n", + " rxn_other = model_full.reactions.get_by_id(f'{seed_id}__vc')\n", + " print(rxn_other, rxn_other.gene_reaction_rule)\n", + " if f'{seed_id}__hc' in model_full.reactions:\n", + " rxn_other = model_full.reactions.get_by_id(f'{seed_id}__hc')\n", + " print(rxn_other, rxn_other.gene_reaction_rule)\n", + " print()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "27e6e6bd-18b8-4fff-8d38-a569d2098e89", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/source/model_reconstruction/Classifier.ipynb b/docs/source/model_reconstruction/Classifier.ipynb new file mode 100644 index 00000000..d905f798 --- /dev/null +++ b/docs/source/model_reconstruction/Classifier.ipynb @@ -0,0 +1,198 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "e4d3a1ad-1f33-49b4-b0df-917f13f1f820", + "metadata": {}, + "source": [ + "# Genome Classifier " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "472aa6e1-c9aa-4d43-914e-4f71d3e6161c", + "metadata": {}, + "outputs": [], + "source": [ + "import modelseedpy" + ] + }, + { + "cell_type": "markdown", + "id": "11c16251-0cdc-4cd8-a6be-1be80646677d", + "metadata": {}, + "source": [ + "#### Pull the genome classifier model" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "32587da5-317c-4a75-b3b1-c2467086a685", + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy.helpers import get_classifier" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "00c68e84-def5-446b-8bfa-311909287eab", + "metadata": {}, + "outputs": [], + "source": [ + "classifier = get_classifier('knn_filter')" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "eaef7784-140a-4e11-970a-b29cf023f5c9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "modelseedpy.core.msgenomeclassifier.MSGenomeClassifier" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "type(classifier)" + ] + }, + { + "cell_type": "markdown", + "id": "7e282aa9-f1b2-4a37-bf1e-25e29ef97480", + "metadata": {}, + "source": [ + "#### Get a Genome and Annotate with RAST\n", + "RAST annotation is essential since the classifier was trained with RAST annotated functions" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "f4127633-a524-446b-9e8f-983ccf367035", + "metadata": {}, + "outputs": [], + "source": [ + "# Load e. coli genome\n", + "genome = modelseedpy.MSGenome.from_fasta('GCF_000005845.2_ASM584v2_protein.faa', split=' ')" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "73e8708a-ff54-4a6b-b777-adccfecc0192", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'id': '23AFF380-F4F9-11EB-BBBA-BBE5BBF382BD',\n", + " 'parameters': ['-a',\n", + " '-g',\n", + " 200,\n", + " '-m',\n", + " 5,\n", + " '-d',\n", + " '/opt/patric-common/data/kmer_metadata_v2',\n", + " '-u',\n", + " 'http://pear.mcs.anl.gov:6100/query'],\n", + " 'hostname': 'pear',\n", + " 'tool_name': 'kmer_search',\n", + " 'execution_time': 1628063644.76991},\n", + " {'execution_time': 1628063644.90382,\n", + " 'tool_name': 'KmerAnnotationByFigfam',\n", + " 'hostname': 'pear',\n", + " 'id': '23C46324-F4F9-11EB-BBBA-BBE5BBF382BD',\n", + " 'parameters': ['annotate_hypothetical_only=1',\n", + " 'dataset_name=Release70',\n", + " 'kmer_size=8']},\n", + " {'parameters': [],\n", + " 'id': '23F64B78-F4F9-11EB-908D-F73BBDF382BD',\n", + " 'tool_name': 'annotate_proteins_similarity',\n", + " 'hostname': 'pear',\n", + " 'execute_time': 1628063645.23091}]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "modelseedpy.RastClient().annotate_genome(genome)" + ] + }, + { + "cell_type": "markdown", + "id": "6aa0fe52-eb01-4bee-9fd1-c5125c1e5f5e", + "metadata": {}, + "source": [ + "#### Run classifier\n", + "- A: Archaea\n", + "- C: Cyanobacteria\n", + "- N: Gram Negative\n", + "- P: Gram Positive" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ab9ae991-c4d7-494d-8cd5-f6923c534c8a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'N'" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "classifier.classify(genome)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ba6b6bf2-936b-4e84-a90f-117d2c294942", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/source/model_reconstruction/Gapfilling.ipynb b/docs/source/model_reconstruction/Gapfilling.ipynb new file mode 100644 index 00000000..283419ea --- /dev/null +++ b/docs/source/model_reconstruction/Gapfilling.ipynb @@ -0,0 +1,17861 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Gapfilling a metabolic model" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.8\n" + ] + } + ], + "source": [ + "import cobra\n", + "#If you have CPLEX, uncomment this\n", + "#import cplex\n", + "import cobrakbase\n", + "#import modelseedpy.fbapkg\n", + "from modelseedpy import GapfillingPkg, KBaseMediaPkg\n", + "from modelseedpy import FBAHelper, MSBuilder" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 0.8048653841131165

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00009_e0EX_cpd00009_e00.999800.00%
cpd00013_e0EX_cpd00013_e06.03700.00%
cpd00027_e0EX_cpd00027_e056100.00%
cpd00030_e0EX_cpd00030_e00.0063900.00%
cpd00034_e0EX_cpd00034_e00.0063900.00%
cpd00048_e0EX_cpd00048_e00.175500.00%
cpd00058_e0EX_cpd00058_e00.0063900.00%
cpd00063_e0EX_cpd00063_e00.0063900.00%
cpd00067_e0EX_cpd00067_e061.8500.00%
cpd00099_e0EX_cpd00099_e00.0063900.00%
cpd00149_e0EX_cpd00149_e00.0063900.00%
cpd00205_e0EX_cpd00205_e00.0063900.00%
cpd00254_e0EX_cpd00254_e00.0063900.00%
cpd10516_e0EX_cpd10516_e00.0255600.00%
cpd17041_c0rxn13782_c00.804900.00%
cpd17042_c0rxn13783_c00.804900.00%
cpd17043_c0rxn13784_c00.804900.00%

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0-82.2600.00%
cpd00007_e0EX_cpd00007_e0-2.92800.00%
cpd15378_e0EX_cpd15378_e0-0.006397100.00%
cpd11416_c0SK_cpd11416_c0-0.804900.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "kbase_api = cobrakbase.KBaseAPI()\n", + "model = kbase_api.get_from_ws(\"test_model\",18528)\n", + "#If you have CPLEX, uncomment this\n", + "#model.solver = 'optlang-cplex'\n", + "template = kbase_api.get_from_ws(\"GramNegModelTemplateV3\",\"NewKBaseModelTemplates\")\n", + "media = kbase_api.get_from_ws(\"Carbon-D-Glucose\",\"KBaseMedia\")\n", + "model = MSBuilder.gapfill_model(model,\"bio1\",template,media)\n", + "\n", + "kmp = KBaseMediaPkg(model)\n", + "kmp.build_package(media)\n", + "sol=model.optimize()\n", + "model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 85, + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy.helpers import get_template\n", + "from modelseedpy.core.mstemplate import MSTemplateBuilder\n", + "template_core = get_template('template_core')\n", + "template_core = MSTemplateBuilder.from_dict(template_core).build()\n", + "template_gramneg = get_template('template_gram_neg')\n", + "compcompounds = []\n", + "for o in template_gramneg['compcompounds']:\n", + " a, b = o['id'].split('_')\n", + " if b not in ['c', 'e']:\n", + " #print(o)\n", + " pass\n", + " else:\n", + " compcompounds.append(o)\n", + "template_gramneg['compcompounds'] = compcompounds\n", + "template_gramneg = MSTemplateBuilder.from_dict(template_gramneg).build()" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "for template_reaction in template.reactions:\n", + " template_reaction" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'rxn09295'" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "template_reaction.id.split(\"_\")[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": {}, + "outputs": [], + "source": [ + "template_gramneg = get_template('template_gram_neg')" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy import MSBuilder\n", + "from cobra.core import Model, Reaction, Metabolite\n", + "def build_full_model(template, index='0'):\n", + " model = Model('modelo')\n", + " model.add_reactions([r.to_reaction(index=index) for r in template.reactions])\n", + " exchanges = MSBuilder.build_exchanges(model, 'e0')\n", + " #biomasses = MSBuilder.build_biomasses(model, template, '')\n", + " #print(exchanges)\n", + " bio_atp = Reaction('bio2', 'bio2', '', -10000, 10000)\n", + " bio_atp.add_metabolites({\n", + " model.metabolites.cpd00067_c0: 1,\n", + " model.metabolites.cpd00002_c0: -1,\n", + " model.metabolites.cpd00008_c0: 1,\n", + " model.metabolites.cpd00001_c0: -1,\n", + " model.metabolites.cpd00009_c0: 1,\n", + " })\n", + " model.add_reactions(exchanges)\n", + " model.add_reactions([bio_atp])\n", + " model.objective = 'bio2'\n", + " #model.add_reactions(biomasses)\n", + " return model\n", + "\n", + "model_core = build_full_model(template_core)\n", + "#model_gramneg = build_full_model(template_gramneg)" + ] + }, + { + "cell_type": "code", + "execution_count": 87, + "metadata": {}, + "outputs": [], + "source": [ + "def extend_model_with_template_metabolites(model, template, index='0'):\n", + " \"\"\"\n", + " Add all missing template compartment compounds to the model\n", + " :param template:\n", + " :param index:\n", + " :return:\n", + " \"\"\"\n", + " new_metabolites = {}\n", + " new_exchange = []\n", + " new_demand = []\n", + " for template_compound in template.compcompounds:\n", + " compartment = template_compound.compartment\n", + " compartment_index = \"0\" if compartment == 'e' else index\n", + " cobra_metabolite = GapfillingPkg.convert_template_compound(None, template_compound, compartment_index, template) # TODO: move function out\n", + " if cobra_metabolite.id not in model.metabolites and cobra_metabolite.id not in new_metabolites:\n", + " new_metabolites[cobra_metabolite.id] = cobra_metabolite\n", + " #self.model.add_metabolites([cobra_metabolite])\n", + " msid = FBAHelper.modelseed_id_from_cobra_metabolite(cobra_metabolite)\n", + " if msid in [\"cpd02701\", \"cpd11416\", \"cpd15302\"]:\n", + " if msid != \"cpd11416\" or cobra_metabolite.compartment == \"c0\":\n", + " new_demand.append(cobra_metabolite.id)\n", + " if compartment == \"e\":\n", + " new_exchange.append(cobra_metabolite.id)\n", + " # Adding all metabolites to model prior to adding reactions\n", + " #self.model.add_metabolites(new_metabolites.values())\n", + "\n", + " return new_exchange, new_demand, new_metabolites\n", + "new_exchange, new_demand, new_metabolites = extend_model_with_template_metabolites(model_core, template_gramneg)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "model_gramneg.medium = {\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00029_e0': 3,\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 bio2 = 10.5

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00027_e0EX_cpd00027_e036100.00%

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00011_e0EX_cpd00011_e0-6133.33%
cpd00363_e0EX_cpd00363_e0-6266.67%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_core.medium = {\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00027_e0': 3,\n", + "}\n", + "model_core.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Optimal solution with objective value 10000.000
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
fluxesreduced_costs
rxn00594_c0.00.0
rxn01087_c0.00.0
rxn03234_c0.0-0.0
rxn01734_c0.00.0
rxn02282_c0.00.0
.........
EX_cpd00561_e-0.00.0
EX_cpd03453_e-0.00.0
EX_cpd18072_e-0.00.0
EX_cpd18074_e-0.00.0
bio210000.02.0
\n", + "

9983 rows × 2 columns

\n", + "
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_gramneg.optimize()" + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy import FBAHelper\n", + "from modelseedpy import GapfillingPkg\n", + "pkg_gf = GapfillingPkg(model_core)\n", + "pkg_gf.build(template_gramneg)" + ] + }, + { + "cell_type": "code", + "execution_count": 95, + "metadata": {}, + "outputs": [], + "source": [ + "model_core.medium = {\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00029_e0': 3,\n", + "}\n", + "sol = model_core.optimize()" + ] + }, + { + "cell_type": "code", + "execution_count": 98, + "metadata": {}, + "outputs": [], + "source": [ + "for r in model_core.reactions:\n", + " r.lower_bound = -1000\n", + " r.upper_bound = 1000" + ] + }, + { + "cell_type": "code", + "execution_count": 103, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 bio2 = 0.01

Uptake

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MetaboliteReactionFluxC-NumberC-Flux

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 103, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_core.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 102, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Optimal solution with objective value 0.010
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
fluxesreduced_costs
rxn01975_c01000.000000.0
rxn00265_c093.639490.0
rxn00549_c01000.00000-0.0
rxn01123_c01000.00000-0.0
rxn14427_c01000.00000-0.0
.........
EX_cpd00561_e0-0.000000.0
EX_cpd03453_e00.000000.0
DM_cpd11416_c0-0.000000.0
DM_cpd15302_c0-0.000000.0
DM_cpd02701_c0-0.000000.0
\n", + "

9975 rows × 2 columns

\n", + "
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 102, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sol = model_core.optimize()\n", + "sol" + ] + }, + { + "cell_type": "code", + "execution_count": 100, + "metadata": {}, + "outputs": [], + "source": [ + "model_core.objective = 'bio2'" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "9975" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(model_core.reactions)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "rxn00594_c0 {'forward': 4, 'added': 1}\n", + "rxn01087_c0 {'forward': 4, 'added': 1}\n", + "rxn03234_c0 {'reverse': 5, 'forward': 5, 'added': 1}\n", + 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Metabolite identifiercpd00006_0
NameNADP
Memory address0x07f5224dfb2b0
FormulaC21H25N7O17P3
Compartment0
In 0 reaction(s)\n", + "
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"cpd00006_0\n" + ] + }, + { + "ename": "TypeError", + "evalue": "unhashable type: 'slice'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 10\u001b[0m \u001b[0mindex_hash\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mm\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 11\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 12\u001b[0;31m \u001b[0mindex_hash\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"none\"\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 13\u001b[0m \u001b[0;31m# Iterating over all indecies with more than 10 intracellular compounds:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mTypeError\u001b[0m: unhashable type: 'slice'" + ] + } + ], + "source": [ + "import re\n", + "index_hash = {\"none\": 0}\n", + "for metabolite in model_core.metabolites:\n", + " print(metabolite.id)\n", + " if re.search('_[a-z]\\d+$', metabolite.id) is not None:\n", + " m = re.search('_([a-z])(\\d+)$', metabolite.id)\n", + " if m[1] != \"e\":\n", + " if m[2] not in index_hash:\n", + " index_hash[m[2]] = 0\n", + " index_hash[m[2]] += 1\n", + " else:\n", + " index_hash[\"none\":0]\n", + " # Iterating over all indecies with more than 10 intracellular compounds:" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/source/model_reconstruction/Genomes.ipynb b/docs/source/model_reconstruction/Genomes.ipynb new file mode 100644 index 00000000..50504901 --- /dev/null +++ b/docs/source/model_reconstruction/Genomes.ipynb @@ -0,0 +1,196 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Read Genome" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import modelseedpy\n", + "from modelseedpy.core.msgenome import MSGenome\n", + "from modelseedpy.core.rast_client import RastClient" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "genome = MS" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "rast = RastClient()" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "genome = MSGenome.from_fasta('GCF_000005845.2.faa', split=' ')" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of features: 3\n" + ] + } + ], + "source": [ + "print('Number of features:', len(genome.features))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "for f in genome.features:\n", + " print(f.id, len(f.seq), f.description)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'execution_time': 1622756127.36331,\n", + " 'tool_name': 'kmer_search',\n", + " 'hostname': 'pear',\n", + " 'parameters': ['-a',\n", + " '-g',\n", + " 200,\n", + " '-m',\n", + " 5,\n", + " '-d',\n", + " '/opt/patric-common/data/kmer_metadata_v2',\n", + " '-u',\n", + " 'http://pear.mcs.anl.gov:6100/query'],\n", + " 'id': '9CCA6D20-C4B3-11EB-A893-36A8BEF382BD'},\n", + " {'parameters': ['annotate_hypothetical_only=1',\n", + " 'dataset_name=Release70',\n", + " 'kmer_size=8'],\n", + " 'hostname': 'pear',\n", + " 'tool_name': 'KmerAnnotationByFigfam',\n", + " 'id': '9CE3769E-C4B3-11EB-A893-36A8BEF382BD',\n", + " 'execution_time': 1622756127.52738},\n", + " {'execute_time': 1622756127.88296,\n", + " 'hostname': 'pear',\n", + " 'parameters': [],\n", + " 'tool_name': 'annotate_proteins_similarity',\n", + " 'id': '9D19B7EA-C4B3-11EB-9714-71B3BDF382BD'}]" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rast.annotate_genome(genome)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Equivalent call from the client it self" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "#genome, res = rast.annotate_genome_from_fasta('GCF_000005845.2_ASM584v2_protein.faa', split=' ')\n", + "#res" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "feature = genome.features.get_by_id('YP_588478.1')" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'RAST': 'DUF1435 domain-containing protein YjjZ [Escherichia coli str. K-12 substr. MG1655]'}" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "feature.ontology_terms" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "feature.add_ontology_term('')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/source/model_reconstruction/add_ms_reaction.ipynb b/docs/source/model_reconstruction/add_ms_reaction.ipynb new file mode 100644 index 00000000..6b2d3d0c --- /dev/null +++ b/docs/source/model_reconstruction/add_ms_reaction.ipynb @@ -0,0 +1,155 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Edit Model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Add a single reaction" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Forward reaction" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Attempt 1:\n", + "ERROR: The modelseed reaction rxn00002 is absent from the model.\n", + "\n", + "Attempt 2:\n", + "rxn00002: cpd00001 + 3.0 cpd00067 + cpd00742 --> 2.0 cpd00011 + 2.0 cpd00013\n" + ] + } + ], + "source": [ + "import modelseedpy\n", + "from modelseedpy.biochem import from_local\n", + "import cobra\n", + "import sys\n", + "\n", + "# locally importing the ModelSEEDpy editor API\n", + "sys.path.insert(1, 'C:\\\\Users\\\\Andrew Freiburger\\\\Dropbox\\\\My PC (DESKTOP-M302P50)\\\\Documents\\\\UVic Civil Engineering\\\\Internships\\\\Agronne\\\\ModelSEEDpy\\\\modelseedpy\\\\core')\n", + "import mseditorapi\n", + "\n", + "# locally import a BiGG model and the ModelSEEDpy\n", + "bigg_model_path = '.\\e_coli_core metabolism from BiGG.json'\n", + "model = cobra.io.load_json_model(bigg_model_path)\n", + "modelseed_path = '..\\..\\..\\..\\..\\..\\Biofilm growth code\\GSWL code\\ModelSEEDDatabase'\n", + "modelseed = modelseedpy.biochem.from_local(modelseed_path)\n", + "\n", + "# demonstrating the addition of the reaction to the model \n", + "example_reaction = 'rxn00002'\n", + "\n", + "print('Attempt 1:')\n", + "try:\n", + " print(model.reactions.get_by_id(example_reaction))\n", + "except:\n", + " print('ERROR: The modelseed reaction {} is absent from the model.'.format(example_reaction))\n", + " \n", + "mseditorapi.MSEditorAPI.add_ms_reaction(model, rxn_id = example_reaction, modelseed = modelseed, compartment_equivalents = {'0':'c0', '1':'e0'}, direction = '>')\n", + "\n", + "print('\\nAttempt 2:')\n", + "try:\n", + " print(model.reactions.get_by_id(example_reaction))\n", + "except:\n", + " print('ERROR: The modelseed reaction {} is absent from the model.'.format(example_reaction))\n", + "\n", + "# remove the reaction from the model\n", + "model.reactions.get_by_id(example_reaction).remove_from_model()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Backward and reversible reactions" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The directionality of the modelseed reaction may be either ``>``, ``<``, or ``=``. " + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Backward reaction:\n", + "rxn00002: cpd00001 + 3.0 cpd00067 + cpd00742 <-- 2.0 cpd00011 + 2.0 cpd00013\n", + "\n", + "Reversible reaction:\n", + "rxn00002: cpd00001 + 3.0 cpd00067 + cpd00742 <=> 2.0 cpd00011 + 2.0 cpd00013\n" + ] + } + ], + "source": [ + "# add a backward reaction \n", + "print('Backward reaction:')\n", + "mseditorapi.MSEditorAPI.add_ms_reaction(model, rxn_id = example_reaction, modelseed = modelseed, compartment_equivalents = {'0':'c0', '1':'e0'}, direction = '<')\n", + "\n", + "try:\n", + " print(model.reactions.get_by_id(example_reaction))\n", + "except:\n", + " print('ERROR: The modelseed reaction {} is absent from the model.'.format(example_reaction))\n", + " \n", + "model.reactions.get_by_id(example_reaction).remove_from_model()\n", + "\n", + "# add a reversible reaction \n", + "print('\\nReversible reaction:')\n", + "mseditorapi.MSEditorAPI.add_ms_reaction(model, rxn_id = example_reaction, modelseed = modelseed, compartment_equivalents = {'0':'c0', '1':'e0'}, direction = '=')\n", + "\n", + "try:\n", + " print(model.reactions.get_by_id(example_reaction))\n", + "except:\n", + " print('ERROR: The modelseed reaction {} is absent from the model.'.format(example_reaction))\n", + " \n", + "model.reactions.get_by_id(example_reaction).remove_from_model()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/source/model_reconstruction/build_metabolic_model.ipynb b/docs/source/model_reconstruction/build_metabolic_model.ipynb new file mode 100644 index 00000000..e8bbf1b4 --- /dev/null +++ b/docs/source/model_reconstruction/build_metabolic_model.ipynb @@ -0,0 +1,280 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Build Metabolic Model" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import modelseedpy\n", + "from modelseedpy import MSBuilder, MSGenome" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "genome = MSGenome.from_fasta('GCF_000005845.2_ASM584v2_protein.faa', split=' ')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of features: 4285\n" + ] + } + ], + "source": [ + "print('Number of features:', len(genome.features))" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
IDCoreModelTemplateV2
Memory address0x07fcbc3ca95e0
Number of metabolites161
Number of species187
Number of reactions197
Number of biomasses2
Number of roles20552
Number of complexes9423
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from modelseedpy.helpers import get_template\n", + "from modelseedpy.core.mstemplate import MSTemplateBuilder\n", + "template = MSTemplateBuilder.from_dict(get_template('template_core')).build()\n", + "template" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Nameecoli.core
Memory address0x07fcbc00f94c0
Number of metabolites148
Number of reactions155
Number of groups0
Objective expression1.0*bio1 - 1.0*bio1_reverse_b18f7
Compartmentsc0, e0
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model = MSBuilder.build_metabolic_model('ecoli.core', genome, gapfill_media=None, template=template, allow_all_non_grp_reactions=True, annotate_with_rast=True)\n", + "model" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 0.05181669326590254

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd00007_e0EX_cpd00007_e04.04900.00%
cpd00009_e0EX_cpd00009_e00.218400.00%
cpd00027_e0EX_cpd00027_e016100.00%

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0-4.65600.00%
cpd00011_e0EX_cpd00011_e0-3.6841100.00%
cpd00067_e0EX_cpd00067_e0-0.73700.00%
cpd11416_c0SK_cpd11416_c0-0.0518200.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.objective = 'bio1'\n", + "model.medium = {\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00027_e0': 1,\n", + " 'EX_cpd00007_e0': 1000,\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + "}\n", + "model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/source/model_reconstruction/index.ipynb b/docs/source/model_reconstruction/index.ipynb new file mode 100644 index 00000000..dd1d325e --- /dev/null +++ b/docs/source/model_reconstruction/index.ipynb @@ -0,0 +1,58 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Model Reconstruction" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The first step in constructing a metabolic model using ModelSEED is to load and annotate your genome sequence. The following examples demonstrate this process using ModelSEEDpy from a variety of input file types or data sources." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Examples" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* [Genomes](Genomes.ipynb) Read genome\n", + "* [Build Metabolic Model](build_metabolic_model.ipynb) Build Genome-Scale Metabolic Model\n", + "* [Gapfilling](Gapfilling.ipynb) Gapfill Model\n", + "* [Genome Classifier](Classifier.ipynb) Using ML Model to classify genome\n", + "* [Edit](add_ms_reaction.ipynb) Edit Model\n", + "* [Biochemistry](Biochem.ipynb) ModelSEED Biochemitry database" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/source/others/Index.ipynb b/docs/source/others/Index.ipynb new file mode 100644 index 00000000..ac7b387c --- /dev/null +++ b/docs/source/others/Index.ipynb @@ -0,0 +1,47 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Unsorted example notebooks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Notebooks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* [MPA2021](MPA_poster.ipynb) Example model reconstruction from MPA2021 poster\n", + "* [Pulling Template/Predictor](download_templates.ipynb) Pulling template/predictor object" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/docs/source/others/MPA_poster.ipynb b/docs/source/others/MPA_poster.ipynb new file mode 100644 index 00000000..9aa01f50 --- /dev/null +++ b/docs/source/others/MPA_poster.ipynb @@ -0,0 +1,657 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "23d08689-2917-427c-80ea-79086d06f04b", + "metadata": {}, + "source": [ + "### Loading Genome, Media, and Model Builder classes" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "5eab526c-6d07-4062-9732-6e534c156314", + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy import MSGenome, MSMedia, MSBuilder" + ] + }, + { + "cell_type": "markdown", + "id": "599d713f-f4c6-4eef-9a7a-80702db32d8d", + "metadata": {}, + "source": [ + "#### Read faa genome file\n", + "split= defineds header splitter for gene_id and remainder of the header" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "8b897ed8-d599-4f64-9a11-bf863fadcee9", + "metadata": {}, + "outputs": [], + "source": [ + "genome = MSGenome.from_fasta(\n", + " '../Model Reconstruction/GCF_000005845.2_ASM584v2_protein.faa', \n", + " split=' ')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "1b18fe58-697f-4402-86dc-d760a60f3fd7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of features: 4285\n" + ] + } + ], + "source": [ + "print('Number of features:', len(genome.features))" + ] + }, + { + "cell_type": "markdown", + "id": "234d74f8-d1d2-4b1d-8ee4-d9bf286bb746", + "metadata": {}, + "source": [ + "#### Define glucose defined medium" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "0feb9437-a0ac-4b2c-a8ee-6f563f594046", + "metadata": {}, + "outputs": [], + "source": [ + "media = MSMedia.from_dict({\n", + " 'cpd00027': 5, # Glucose uptake\n", + " 'cpd00007': 10, # Oxygen uptake\n", + " 'cpd00149': 1000,\n", + " 'cpd00099': 1000,\n", + " 'cpd00067': 1000,\n", + " 'cpd00063': 1000,\n", + " 'cpd00058': 1000,\n", + " 'cpd00048': 1000,\n", + " 'cpd00034': 1000,\n", + " 'cpd00030': 1000,\n", + " 'cpd00013': 1000,\n", + " 'cpd00009': 1000,\n", + " 'cpd00001': 1000,\n", + " 'cpd00205': 1000,\n", + " 'cpd00254': 1000,\n", + " 'cpd00971': 1000,\n", + " 'cpd10515': 1000,\n", + " 'cpd10516': 1000,\n", + " 'cpd00244': 1000,\n", + "})" + ] + }, + { + "cell_type": "markdown", + "id": "7b3681c7-fed0-4f0c-872a-42646b17a314", + "metadata": {}, + "source": [ + "#### Build model withe genome and media\n", + "media is optional, if not provided genome is gapfilled with complete medium" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "327b646f-bfa9-4da4-bd2c-d5eeec22a8c2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
NameSEED_model
Memory address0x07f75fa6a2910
Number of metabolites1460
Number of reactions1781
Number of groups0
Objective expression1.0*bio1 - 1.0*bio1_reverse_b18f7
Compartmentsc0, e0
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model = MSBuilder.build_metabolic_model('SEED_model', genome, media)\n", + "model" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "dcdae05f-2685-4d7f-8b6f-ad01e320b45f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Metabolite identifiercpd00020_c0
NamePyruvate_c0
Memory address0x07f75fa6e0250
FormulaC3H3O3
Compartmentc0
In 70 reaction(s)\n", + " rxn03909_c0, rxn00145_c0, rxn03884_c0, rxn08792_c0, rxn16114_c0, rxn01354_c0, rxn11274_c0, rxn00540_c0, rxn00473_c0, rxn05617_c0, rxn03841_c0, rxn05569_c0, rxn05655_c0, rxn00289_c0, rxn08043_c0,...
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cobra_model.metabolites.cpd00020_c0" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "cab0b84e-57ac-4baf-8886-6fc2140af9d6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Reaction identifierrxn00148_c0
NameATP:pyruvate 2-O-phosphotransferase_c0
Memory address0x07f75fa8e1940
Stoichiometry\n", + "

cpd00002_c0 + cpd00020_c0 --> cpd00008_c0 + cpd00061_c0 + cpd00067_c0

\n", + "

ATP_c0 + Pyruvate_c0 --> ADP_c0 + Phosphoenolpyruvate_c0 + H+_c0

\n", + "
GPR(NP_416191.1) or (NP_416368.1)
Lower bound0
Upper bound1000
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cobra_model.reactions.rxn00148_c0" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "dae0db89-1807-4dc5-86f3-6ca6bf9b67c9", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "medium size: 170\n" + ] + } + ], + "source": [ + "print('medium size:', len(model.medium))" + ] + }, + { + "cell_type": "markdown", + "id": "285d72ae-5852-4e84-aca0-8d7e1cb4d68e", + "metadata": {}, + "source": [ + "#### Perform flux analysis\n", + "modelseedpy returns cobrapy model object any flux analysis method of cobrapy or compatible with cobrapy can be performed over a modelseedpy model" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "4e773f47-244e-4b41-84e9-3db079d9d09c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "complete medium growth \n" + ] + } + ], + "source": [ + "growth = model.optimize()\n", + "print('complete medium growth', growth)" + ] + }, + { + "cell_type": "markdown", + "id": "a79269aa-434f-4aa0-9876-a5456a3cc9ac", + "metadata": {}, + "source": [ + "#### KBaseMediaPkg\n", + "Helper function to assign media object to model, alternative cobrapy model.medium can also be used" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "9e957967-d426-4c3a-b820-f3d3031c677f", + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy import KBaseMediaPkg\n", + "pkg = KBaseMediaPkg(model)\n", + "pkg.build_package(media)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "b7c16cd1-7b26-49e9-85b4-2f684b9e870c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 0.7615585525394607

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd00007_e0EX_cpd00007_e00.0160300.00%
cpd00009_e0EX_cpd00009_e00.618800.00%
cpd00013_e0EX_cpd00013_e07.22700.00%
cpd00027_e0EX_cpd00027_e056100.00%
cpd00030_e0EX_cpd00030_e00.00213700.00%
cpd00034_e0EX_cpd00034_e00.00213700.00%
cpd00048_e0EX_cpd00048_e00.172400.00%
cpd00058_e0EX_cpd00058_e00.00213700.00%
cpd00063_e0EX_cpd00063_e00.00213700.00%
cpd00099_e0EX_cpd00099_e00.00213700.00%
cpd00149_e0EX_cpd00149_e00.00213700.00%
cpd00205_e0EX_cpd00205_e00.00213700.00%
cpd00254_e0EX_cpd00254_e00.00213700.00%
cpd10515_e0EX_cpd10515_e00.00641100.00%
cpd10516_e0EX_cpd10516_e00.00213700.00%
cpd17041_c0rxn13782_c00.761600.00%
cpd17042_c0rxn13783_c00.761600.00%
cpd17043_c0rxn13784_c00.761600.00%

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0-20.6900.00%
cpd00075_e0EX_cpd00075_e0-0.690500.00%
cpd00116_e0EX_cpd00116_e0-0.00213714.35%
cpd15378_e0EX_cpd15378_e0-0.002137730.43%
cpd02701_c0SK_cpd02701_c0-0.0021371565.22%
cpd11416_c0SK_cpd11416_c0-0.761600.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.summary()" + ] + }, + { + "cell_type": "markdown", + "id": "8ef4d959-2d1a-49bf-b6ab-957447f1b5c3", + "metadata": {}, + "source": [ + "#### Save model to KBase\n", + "ModelSEEDpy-KBase (currently cobrakbase) allows KBase workspace interaction. The KBaseAPI allows fetch and save data from narrative.\n", + "\n", + "kbase = KBaseAPI(TOKEN) requires a token that can be obtained from a login session of KBase. Token can be saved to ~/.kbase/token to avoid sharing token to python script." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "c3fea0fd-b4e5-493f-a0fd-cdbd18789dac", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.8\n" + ] + } + ], + "source": [ + "from cobrakbase import KBaseAPI\n", + "kbase = KBaseAPI()" + ] + }, + { + "cell_type": "markdown", + "id": "783f5149-3a92-45e8-9de6-35de22618750", + "metadata": {}, + "source": [ + "Save model to workspace 96314 this is the workspace id that can be found in the url example: https://narrative.kbase.us/narrative/96314" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "bf458280-68e6-4129-871a-bbba91d21231", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[2,\n", + " 'SEED_model',\n", + " 'KBaseFBA.FBAModel-14.0',\n", + " '2021-08-02T04:04:48+0000',\n", + " 2,\n", + " 'filipeliu',\n", + " 96314,\n", + " 'filipeliu:narrative_1627876602308',\n", + " '2216489998bda8f0eba69540db9648bf',\n", + " 1610666,\n", + " {'Number gapgens': '0',\n", + " 'Type': 'GenomeScale',\n", + " 'Number gapfills': '0',\n", + " 'Source ID': 'SEED_model',\n", + " 'Number biomasses': '1',\n", + " 'Number compartments': '2',\n", + " 'Source': 'ModelSEEDpy',\n", + " 'Number compounds': '1460',\n", + " 'Number reactions': '1606',\n", + " 'Name': 'SEED_model'}]]" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "kbase.save_object('SEED_model', 96314, 'KBaseFBA.FBAModel', model)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "d7ca458f-e4d0-4118-a833-74d65a493682", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Narrative.1627876602308 KBaseNarrative.Narrative-4.0\n", + "SEED_model KBaseFBA.FBAModel-14.0\n" + ] + } + ], + "source": [ + "for o in kbase.list_objects(96314):\n", + " print(o[1], o[2])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b23a3f38-94d1-4c64-a29d-91de5ead1158", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/source/others/download_templates.ipynb b/docs/source/others/download_templates.ipynb new file mode 100644 index 00000000..2180ffe8 --- /dev/null +++ b/docs/source/others/download_templates.ipynb @@ -0,0 +1,297 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "63655531-ed94-40be-8dda-2c56a64390ca", + "metadata": {}, + "source": [ + "# Pulling Template/Predictor " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "76825840-094c-4a84-b29b-a9178378e501", + "metadata": {}, + "outputs": [], + "source": [ + "import modelseedpy" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "c608799e-484b-48e7-8ba4-a9aa4e5dce7d", + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy.helpers import get_classifier, get_template, get_file" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "56a998d6-d2e6-4eec-bad4-7e3dd81796b6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/usr/local/lib/python3.8/site-packages/modelseedpy//data/ml/knn_filter_features.json'" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "get_file('template_core.json', 'data', 'template_folder')\n", + "get_file('template_gram_neg.json', 'data', 'template_folder')\n", + "get_file('template_gram_pos.json', 'data', 'template_folder')\n", + "get_file('knn_filter.pickle', 'data', 'classifier_folder')\n", + "get_file('knn_filter_features.json', 'data', 'classifier_folder')" + ] + }, + { + "cell_type": "markdown", + "id": "91b47516-0120-47ef-9933-725a10410d50", + "metadata": {}, + "source": [ + "### load classifier\n", + "options\n", + "* knn_filter" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "7959ee2b-1520-43ac-b791-815861b0a63c", + "metadata": {}, + "outputs": [], + "source": [ + "genome_cls = get_classifier('knn_filter')" + ] + }, + { + "cell_type": "markdown", + "id": "1db81e21-97c7-4373-8173-33218abd8caf", + "metadata": {}, + "source": [ + "### load template\n", + "options\n", + "* template_core\n", + "* template_gram_neg\n", + "* template_gram_pos" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "90b7bb44-d639-44ea-8f9d-482e31a95f03", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'CoreModelTemplateV2'" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "core_template = get_template('template_core')\n", + "core_template['id']" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "9bd57712-b46d-49d3-9182-ae3016245fff", + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy.core.mstemplate import MSTemplateBuilder\n", + "template = MSTemplateBuilder.from_dict(core_template).build()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "8dd8aa70-11cf-43a7-9b0f-bf865b7a8b3d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
IDCoreModelTemplateV2
Memory address0x07ff7918e46d0
Number of metabolites161
Number of species187
Number of reactions197
Number of biomasses2
Number of roles20552
Number of complexes9423
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "template" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "ea2265a0-342c-4f1b-b0d0-991c9cf74f6e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Reaction identifierrxn01975_c
Namebeta-D-Glucose-6-phosphate:NADP+ 1-oxoreductase
Memory address0x07ff790433310
Stoichiometry\n", + "

cpd00006_c + cpd00863_c --> cpd00005_c + cpd00067_c + cpd00911_c

\n", + "

NADP + beta-D-Glucose 6-phosphate --> NADPH + H+ + 6-phospho-D-glucono-1-5-lactone

\n", + "
GPRcpx00354 or cpx30278
Lower bound0
Upper bound1000
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "template_reaction = template.reactions[0]\n", + "template_reaction" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "7616ea40-6e7a-4644-98c2-3c28266c6655", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Reaction identifierrxn01975_c0
Namebeta-D-Glucose-6-phosphate:NADP+ 1-oxoreductase [c0]
Memory address0x07ff7901ef220
Stoichiometry\n", + "

cpd00006_c0 + cpd00863_c0 --> cpd00005_c0 + cpd00067_c0 + cpd00911_c0

\n", + "

NADP [c0] + beta-D-Glucose 6-phosphate [c0] --> NADPH [c0] + H+ [c0] + 6-phospho-D-glucono-1-5-lactone [c0]

\n", + "
GPR
Lower bound0
Upper bound1000
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "template_reaction.to_reaction()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "38b051f9-b068-4c2e-945a-14d47c53d3e0", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/CobraKBase/Index.ipynb b/examples/CobraKBase/Index.ipynb index bd5a4464..e03aac6c 100644 --- a/examples/CobraKBase/Index.ipynb +++ b/examples/CobraKBase/Index.ipynb @@ -1,634 +1,634 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "\n", - "![ModelSEEDpy](../images/ms-logo-horizontal.png)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Back to the main [Index](../Index.ipynb)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# CobraKBase" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "CobraKBase offers an API for accessing KBase objects, particularly models, as Cobrapy objects.\n", - "\n", - "![image](ecology_tools.png)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Installation instructions" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "git clone https://github.com/ModelSEED/ModelSEEDpy.git\n", - "\n", - "pip install ModelSEEDpy or cd and pip install .\n", - "\n", - "git clone https://github.com/Fxe/cobrakbase.git (cobrakbase depends on ModelSEEDpy!!)\n", - "\n", - "pip install cobrakbase or cd and pip install .\n", - " \n", - "echo \"|KBase token|\" > ~/.kbase/token" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Loading cobrapy model from KBase" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [], - "source": [ - "sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", - "sys.path.append(\"/Users/chenry/code/cobrakbase\")\n", - "import sys\n", - "import json\n", - "import cobra\n", - "import cobrakbase\n", - "from modelseedpy import MSPackageManager, MSGrowthPhenotypes\n", - "kbase_api = cobrakbase.KBaseAPI()\n", - "#Objects can be pulled from KBase by name and workspace ID\n", - "model = kbase_api.get_from_ws(\"85963.7.fbamodel\",117872)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Loading media from KBase" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [], - "source": [ - "#Pulling a media object\n", - "media = kbase_api.get_from_ws(\"Carbon-D-Glucose\",117872)\n", - "#Using KBase media to constrain exchange reactions in model\n", - "pkgmgr = MSPackageManager.get_pkg_mgr(model,1)\n", - "pkgmgr.getpkg(\"KBaseMediaPkg\",1).build_package(media, default_uptake=0, default_excretion=1000)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Running flux balance analysis with CobraPy" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "Optimal solution with objective value 0.495
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fluxesreduced_costs
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SK_cpd02701_c00.0013890.000000
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897 rows × 2 columns

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" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "#Setting objective to biomass reaction\n", - "model.objective = \"bio1\"\n", - "#Running FBA\n", - "solution = model.optimize()\n", - "solution" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Simulating biolog" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
PhenotypeObserved growthSimulated growthClassTransports missingGapfilled reactions
0D-Trehalose1.00.000000FNNone
1N-Acetyl-b-D-Mannosamine0.00.000000CNNone
2Dextrin1.00.000000FNNone
3a-Hydroxy-Butyric-Acid1.00.000000FNNone
4L-Fucose1.00.000000FNNone
5Citric-Acid1.00.000000FNNone
6Acetic-Acid1.00.019403CPNone
7L-Malic-Acid1.00.000000FNNone
8Maltose0.00.000000CNNone
9D-Serine1.00.000000FNNone
10D-Galactose1.00.000000FNNone
11D-Fructose-6-Phosphate1.00.581230CPNone
12L-Histidine0.00.000000CNNone
13Inosine0.00.000000CNNone
14L-Arginine0.00.000000CNNone
15L-Rhamnose0.00.000000CNNone
16L-Glutamic-Acid1.00.000000FNNone
17L-Alanine1.00.320654CPNone
18L-Serine1.00.195970CPNone
19D-Melibiose0.00.000000CNNone
20N-Acetyl-D-Galactosamine0.00.000000CNNone
21D-Glucuronic-Acid1.00.000000FNNone
22D-Glucose-6-Phosphate1.00.581230CPNone
23m-Inositol0.00.000000CNNone
24D-Galacturonic-Acid1.00.000000FNNone
25N-Acetyl-D-Glucosamine0.00.000000CNNone
26D-Malic-Acid0.00.000000CNNone
27L-Lactic-Acid1.00.000000FNNone
28a-Keto-Glutaric-Acid1.00.000000FNNone
29D-Fructose0.00.000000CNNone
30L-Aspartic-Acid1.00.000000FNNone
31D-Glucose1.00.494936CPNone
32D-Galactonic-Acid-g-Lactone1.00.000000FNNone
33D-Mannose0.00.000000CNNone
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import pandas as pd\n", - "from IPython.display import HTML\n", - "kbpheno = kbase_api.get_object(\"85963.7.biolog\", 114100)\n", - "biolog = MSGrowthPhenotypes.from_kbase_object(kbpheno,kbase_api)\n", - "output = biolog.simulate_phenotypes(model,\"bio1\",True)\n", - "HTML(output[\"details\"].to_html(render_links=True, escape=False)) " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Listing workspace contents" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "149698.22\n" - ] - } - ], - "source": [ - "genomes = kbase_api.list_objects(114100, object_type=\"KBaseGenomes.Genome\", include_metadata=True)\n", - "for genome in genomes:\n", - " print(genome[1])\n", - " break" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Pulling other KBase objects" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.6" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "![ModelSEEDpy](../images/ms-logo-horizontal.png)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Back to the main [Index](../Index.ipynb)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# CobraKBase" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "CobraKBase offers an API for accessing KBase objects, particularly models, as Cobrapy objects.\n", + "\n", + "![image](ecology_tools.png)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Installation instructions" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "git clone https://github.com/ModelSEED/ModelSEEDpy.git\n", + "\n", + "pip install ModelSEEDpy or cd and pip install .\n", + "\n", + "git clone https://github.com/Fxe/cobrakbase.git (cobrakbase depends on ModelSEEDpy!!)\n", + "\n", + "pip install cobrakbase or cd and pip install .\n", + " \n", + "echo \"|KBase token|\" > ~/.kbase/token" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Loading cobrapy model from KBase" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", + "sys.path.append(\"/Users/chenry/code/cobrakbase\")\n", + "import sys\n", + "import json\n", + "import cobra\n", + "import cobrakbase\n", + "from modelseedpy import MSPackageManager, MSGrowthPhenotypes\n", + "kbase_api = cobrakbase.KBaseAPI()\n", + "#Objects can be pulled from KBase by name and workspace ID\n", + "model = kbase_api.get_from_ws(\"85963.7.fbamodel\",117872)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Loading media from KBase" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "#Pulling a media object\n", + "media = kbase_api.get_from_ws(\"Carbon-D-Glucose\",117872)\n", + "#Using KBase media to constrain exchange reactions in model\n", + "pkgmgr = MSPackageManager.get_pkg_mgr(model,1)\n", + "pkgmgr.getpkg(\"KBaseMediaPkg\",1).build_package(media, default_uptake=0, default_excretion=1000)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Running flux balance analysis with CobraPy" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Optimal solution with objective value 0.495
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fluxesreduced_costs
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EX_cpd00065_e00.000000-0.215443
EX_cpd00017_e00.000000-0.422151
EX_cpd00118_e00.000000-0.163038
SK_cpd02701_c00.0013890.000000
SK_cpd11416_c00.4949360.000000
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897 rows × 2 columns

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" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Setting objective to biomass reaction\n", + "model.objective = \"bio1\"\n", + "#Running FBA\n", + "solution = model.optimize()\n", + "solution" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Simulating biolog" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
PhenotypeObserved growthSimulated growthClassTransports missingGapfilled reactions
0D-Trehalose1.00.000000FNNone
1N-Acetyl-b-D-Mannosamine0.00.000000CNNone
2Dextrin1.00.000000FNNone
3a-Hydroxy-Butyric-Acid1.00.000000FNNone
4L-Fucose1.00.000000FNNone
5Citric-Acid1.00.000000FNNone
6Acetic-Acid1.00.019403CPNone
7L-Malic-Acid1.00.000000FNNone
8Maltose0.00.000000CNNone
9D-Serine1.00.000000FNNone
10D-Galactose1.00.000000FNNone
11D-Fructose-6-Phosphate1.00.581230CPNone
12L-Histidine0.00.000000CNNone
13Inosine0.00.000000CNNone
14L-Arginine0.00.000000CNNone
15L-Rhamnose0.00.000000CNNone
16L-Glutamic-Acid1.00.000000FNNone
17L-Alanine1.00.320654CPNone
18L-Serine1.00.195970CPNone
19D-Melibiose0.00.000000CNNone
20N-Acetyl-D-Galactosamine0.00.000000CNNone
21D-Glucuronic-Acid1.00.000000FNNone
22D-Glucose-6-Phosphate1.00.581230CPNone
23m-Inositol0.00.000000CNNone
24D-Galacturonic-Acid1.00.000000FNNone
25N-Acetyl-D-Glucosamine0.00.000000CNNone
26D-Malic-Acid0.00.000000CNNone
27L-Lactic-Acid1.00.000000FNNone
28a-Keto-Glutaric-Acid1.00.000000FNNone
29D-Fructose0.00.000000CNNone
30L-Aspartic-Acid1.00.000000FNNone
31D-Glucose1.00.494936CPNone
32D-Galactonic-Acid-g-Lactone1.00.000000FNNone
33D-Mannose0.00.000000CNNone
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "from IPython.display import HTML\n", + "kbpheno = kbase_api.get_object(\"85963.7.biolog\", 114100)\n", + "biolog = MSGrowthPhenotypes.from_kbase_object(kbpheno,kbase_api)\n", + "output = biolog.simulate_phenotypes(model,\"bio1\",True)\n", + "HTML(output[\"details\"].to_html(render_links=True, escape=False)) " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Listing workspace contents" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "149698.22\n" + ] + } + ], + "source": [ + "genomes = kbase_api.list_objects(114100, object_type=\"KBaseGenomes.Genome\", include_metadata=True)\n", + "for genome in genomes:\n", + " print(genome[1])\n", + " break" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Pulling other KBase objects" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Community Modeling/KineticCommunityFBA_final.ipynb b/examples/Community Modeling/KineticCommunityFBA_final.ipynb index 33019b62..83aa7595 100644 --- a/examples/Community Modeling/KineticCommunityFBA_final.ipynb +++ b/examples/Community Modeling/KineticCommunityFBA_final.ipynb @@ -1,613 +1,613 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "a623aae0", - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.7\n" - ] - } - ], - "source": [ - "import cobra\n", - "from cobra import Model, Reaction, Metabolite\n", - "import pandas as pd\n", - "import cplex\n", - "import optlang\n", - "import math\n", - "import json\n", - "import sys\n", - "import cProfile\n", - "from optlang.symbolics import Zero, add\n", - "import cobra.util.solver as sutil\n", - "from cobra.flux_analysis.parsimonious import pfba\n", - "from IPython.core.display import HTML\n", - "import cobrakbase\n", - "sys.path.append(\"/Users/chandhanavoleti/Documents/SULI/ModelSEEDpy/ModelSEEDpy\") #replace\n", - "#import modelseedpy.fbapkg\n", - "from modelseedpy import ElementUptakePkg, SimpleThermoPkg, ReactionUsePkg, BilevelPkg, CommKineticPkg, KBaseMediaPkg\n", - "\n", - "from collections import Counter\n", - "import numpy as np\n", - "from itertools import combinations\n", - "import networkx as nx" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "8f2f9657", - "metadata": {}, - "outputs": [], - "source": [ - "# Parameters:\n", - "# modelInfo: array [model id, workspace number]\n", - "# mediaInfo: array [media id, workspace number]\n", - "# kinetic coefficient: parameter for CommKineticPkg()\n", - "# abundances: parameter for CommKineticPkg()\n", - "# graph1: if 1, displays graph with nodes for species and edges labeled with the interaction fluxes\n", - "# graph2: if 1, stores data with graphInfo array, can use to create plots\n", - "\n", - "def communityFBA(modelInfo,mediaInfo,kinetic_coeff,abundances=None,graph1=None,graph2=None,graphInfo=None):\n", - " \n", - " # Constraints\n", - " kbase_api = cobrakbase.KBaseAPI()\n", - " model = kbase_api.get_from_ws(modelInfo[0],modelInfo[1])\n", - " model.solver = 'optlang-cplex'\n", - "\n", - " #Applying uptake limit to total carbon uptake by model\n", - " eup = ElementUptakePkg(model)\n", - " eup.build_package({\"C\":60})\n", - " #Applying constraints based on KBase media\n", - " media = kbase_api.get_from_ws(mediaInfo[0],mediaInfo[1])\n", - " kmp = KBaseMediaPkg(model)\n", - " kmp.build_package(media)\n", - " #Applying community model kinetic constraints\n", - " ckp = CommKineticPkg(model)\n", - " ckp.build_package(kinetic_coeff,abundances)\n", - " \n", - " # ----------------------------------------------------------------\n", - " \n", - " # FBA\n", - " biomass_objective = model.problem.Objective(\n", - " 1 * model.reactions.bio1.flux_expression,\n", - " direction='max')\n", - " model.objective = biomass_objective\n", - " \n", - " sol=model.optimize()\n", - " \n", - " # ----------------------------------------------------------------\n", - " \n", - " # Compute exchanges\n", - " exchanges = {}\n", - " speciesNum = []\n", - " external_metabolites = []\n", - " for rxn in model.reactions:\n", - " # obtain species\n", - " ind = rxn.id.rfind('_')\n", - " if (rxn.id[ind + 1] == 'c' or rxn.id[ind + 1] == 'p') and rxn.id[ind + 2: ] != '0':\n", - " species = rxn.id[ind + 2: ]\n", - " speciesNum.append(species)\n", - "\n", - " for metabolite in rxn.metabolites:\n", - " if metabolite.compartment == \"e0\":\n", - " external_metabolites.append(metabolite.id)\n", - " rate = 0\n", - " flux = sol.fluxes[rxn.id]\n", - " if flux != 0:\n", - " rate += rxn.metabolites[metabolite]*flux\n", - " if rate != 0:\n", - " exchanges[(metabolite.id,species)] = rate\n", - "\n", - " speciesNum = np.unique(speciesNum) # array of species numbers (ex. [\"1\",\"2\",\"3\"])\n", - " speciesNumLen = len(speciesNum) # number of species (ex. 3)\n", - " \n", - " # ----------------------------------------------------------------\n", - " \n", - " # Cross feeding\n", - " cross_all = []\n", - " for metabolite in external_metabolites:\n", - " r_out = {x: r for (m, x), r in exchanges.items() if m == metabolite and r > 0}\n", - " r_in = {x: -r for (m, x), r in exchanges.items() if m == metabolite and -r > 0}\n", - " total_in = sum(r_in.values())\n", - " total_out = sum(r_out.values())\n", - " total = max(total_in, total_out)\n", - "\n", - " cross = [(o1, o2, metabolite, r1 * r2 / total) for o1, r1 in r_out.items() for o2, r2 in r_in.items()]\n", - " cross_all.extend(cross) # array columns: [donor, receiver, compound, rate]\n", - "\n", - " production = [[0] * speciesNumLen for i in range(speciesNumLen)] \n", - " consumption = [[0] * speciesNumLen for i in range(speciesNumLen)]\n", - " # format: production[donorSpecies][receivingSpecies], where donorSpecies and receivingSpecies are indices\n", - " # for value in the matrix that signifies the flux produced by donorSpecies and consumed by receivingSpecies\n", - "\n", - " # access location that corresponds to donorSpecies and receivingSpecies interaction and add flux value\n", - " for i in cross_all:\n", - " if i[0] is not None and i[1] is not None:\n", - " production[int(i[0])-1][int(i[1])-1] += i[3]\n", - " consumption[int(i[1])-1][int(i[0])-1] += i[3]\n", - " \n", - " # ----------------------------------------------------------------\n", - " \n", - " # Graphing\n", - " if graph1 == 1: \n", - " G=nx.Graph()\n", - " for i in speciesNum:\n", - " G.add_node(i)\n", - " for k in combinations(speciesNum, 2):\n", - " sp1 = int(k[0])-1\n", - " sp2 = int(k[1])-1\n", - " interaction_flux = production[sp1][sp2]\n", - " G.add_edge(k[0],k[1],weight=interaction_flux)\n", - "\n", - " pos=nx.circular_layout(G)\n", - " nx.draw_networkx(G,pos)\n", - " labels = nx.get_edge_attributes(G,'weight')\n", - " nx.draw_networkx_edge_labels(G,pos,edge_labels=labels)\n", - " \n", - " elif graph2 == 1: \n", - " # format of graphInfo: [total community biomass, nutrient uptake flux, byproduct production flux, \n", - " # interaction fluxes (multiple values, if multiple interactions), total interaction flux]\n", - " \n", - " # total community biomass\n", - " graphInfo.append(sol.objective_value)\n", - " \n", - " # nutrient uptake/byproduct production\n", - " nutrient_uptake = 0\n", - " byproduct_production = 0\n", - " for i in model.medium:\n", - " if sol.fluxes[i] > 0:\n", - " nutrient_uptake += sol.fluxes[i]\n", - " elif sol.fluxes[i] < 0:\n", - " byproduct_production += sol.fluxes[i]\n", - " graphInfo.append(nutrient_uptake)\n", - " graphInfo.append(byproduct_production)\n", - " \n", - " # interaction between each species pair + total interaction flux\n", - " total_interaction_flux = 0\n", - " for k in combinations(speciesNum, 2):\n", - " sp1 = int(k[0])-1\n", - " sp2 = int(k[1])-1\n", - " interaction_flux = production[sp1][sp2]\n", - " graphInfo.append(interaction_flux)\n", - " total_interaction_flux = total_interaction_flux + interaction_flux\n", - " graphInfo.append(total_interaction_flux) " - ] - }, - { - "cell_type": "markdown", - "id": "2423bf3c", - "metadata": {}, - "source": [ - "# 2-member community model" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "e67ba49a", - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [ - "# TWO-MEMBER ZAHMEETH COMMUNITY MODEL\n", - "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", - "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", - "graphInfo1 = []\n", - "communityFBA(modelInfo_2,mediaInfo_2,2100,abundances={\"1\":0.5,\"2\":0.5},graph1=1,graphInfo=graphInfo1)" - ] - }, - { - "cell_type": "markdown", - "id": "7690e810", - "metadata": {}, - "source": [ - "# Changing the kinetic coefficient" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "3fb416cd", - "metadata": {}, - "outputs": [], - "source": [ - "allGraphInfo_kp2 = []\n", - "for kinetic_coeff in range(1000,4000,300):\n", - " graphInfo_kp2 = []\n", - " communityFBA(modelInfo_2,mediaInfo_2,kinetic_coeff=kinetic_coeff,abundances={\"1\":0.5,\"2\":0.5},graph2=1,graphInfo=graphInfo_kp2)\n", - " allGraphInfo_kp2.append([kinetic_coeff, graphInfo_kp2])" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "0b8a3495", - "metadata": {}, - "outputs": [], - "source": [ - "# Display all graphs together:\n", - "import matplotlib.pyplot as plt\n", - "\n", - "figure, axis = plt.subplots(5, 1, sharex=True)\n", - "plt.title(\"Two-member community model\")\n", - "plt.xlabel(\"Kinetic coefficient\")\n", - " \n", - "axis[0].plot([col[0] for col in allGraphInfo_kp2], [col[1][0] for col in allGraphInfo_kp2], 'o-')\n", - "axis[0].set_title(\"Total community biomass\")\n", - "\n", - "axis[1].plot([col[0] for col in allGraphInfo_kp2], [col[1][1] for col in allGraphInfo_kp2], 'o-')\n", - "axis[1].set_title(\"Nutrient Uptake Flux\")\n", - "\n", - "axis[2].plot([col[0] for col in allGraphInfo_kp2], [col[1][2] for col in allGraphInfo_kp2], 'o-')\n", - "axis[2].set_title(\"Byproduct Production Flux\")\n", - "\n", - "axis[3].plot([col[0] for col in allGraphInfo_kp2], [col[1][3] for col in allGraphInfo_kp2], 'o-')\n", - "axis[3].set_title(\"Interaction between each species pair (E.coli and B.theta)\")\n", - "\n", - "axis[4].plot([col[0] for col in allGraphInfo_kp2], [col[1][4] for col in allGraphInfo_kp2], 'o-')\n", - "axis[4].set_title(\"Total interaction flux\")\n", - "\n", - "plt.rcParams['figure.dpi'] = 100\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "20a2ba6e", - "metadata": {}, - "outputs": [], - "source": [ - "# To display individual graphs:\n", - "import matplotlib.pyplot as plt2\n", - "\n", - "colNum_kp2 = 0 # corresponds to columns in allGraphInfo_kinetic2 (total community biomass, nutrient uptake flux, etc.)\n", - "plt2.plot([col[0] for col in allGraphInfo_kp2], [col[1][colNum_kp2] for col in allGraphInfo_kp2], 'o-')\n", - "plt2.title(\"Two-member community model: total interaction flux\") # change title accordingly\n", - "plt2.xlabel(\"Kinetic coefficient\")\n", - "plt2.show()" - ] - }, - { - "cell_type": "markdown", - "id": "caf1147c", - "metadata": {}, - "source": [ - "# Changing the species abundances" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "baf42571", - "metadata": {}, - "outputs": [], - "source": [ - "allGraphInfo_sa2 = []\n", - "for abundance1 in np.arange(0.1,1.0,0.2):\n", - " graphInfo_sa2 = []\n", - " abundance2 = 1.0 - abundance1\n", - " communityFBA(modelInfo_2,mediaInfo_2,kinetic_coeff=2100,abundances={\"1\":abundance1,\"2\":abundance2},graph2=1,graphInfo=graphInfo_sa2)\n", - " allGraphInfo_sa2.append([abundance1, graphInfo_sa2])" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "29fba9af", - "metadata": {}, - "outputs": [], - "source": [ - "# To display all graphs together:\n", - "import matplotlib.pyplot as plt3\n", - "\n", - "figure3, axis3 = plt3.subplots(5, 1, sharex=True)\n", - "plt3.title(\"Two-member community model\")\n", - "plt3.xlabel(\"Species abundance\")\n", - "plt3.xticks(np.arange(5), ['{E.coli:0.1,\\nB.theta:0.9}', '{E.coli:0.3,\\nB.theta:0.7}', '{E.coli:0.5,\\nB.theta:0.5}', '{E.coli:0.7,\\nB.theta:0.3}', '{E.coli:0.9,\\nB.theta:0.1}']) \n", - " \n", - "axis3[0].plot([col[0] for col in allGraphInfo_sa2], [col[1][0] for col in allGraphInfo_sa2], 'o-')\n", - "axis3[0].set_title(\"Total community biomass\")\n", - "\n", - "axis3[1].plot([col[0] for col in allGraphInfo_sa2], [col[1][1] for col in allGraphInfo_sa2], 'o-')\n", - "axis3[1].set_title(\"Nutrient Uptake Flux\")\n", - "\n", - "axis3[2].plot([col[0] for col in allGraphInfo_sa2], [col[1][2] for col in allGraphInfo_sa2], 'o-')\n", - "axis3[2].set_title(\"Byproduct Production Flux\")\n", - "\n", - "axis3[3].plot([col[0] for col in allGraphInfo_sa2], [col[1][3] for col in allGraphInfo_sa2], 'o-')\n", - "axis3[3].set_title(\"Interaction between each species pair (species 1 and 2)\")\n", - "\n", - "axis3[4].plot([col[0] for col in allGraphInfo_sa2], [col[1][4] for col in allGraphInfo_sa2], 'o-')\n", - "axis3[4].set_title(\"Total interaction flux\")\n", - "\n", - "plt3.rcParams['figure.dpi'] = 100\n", - "plt3.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "7ed1cfa3", - "metadata": {}, - "outputs": [], - "source": [ - "# To display individual graphs:\n", - "import matplotlib.pyplot as plt4\n", - "\n", - "colNum_sa2 = 0\n", - "plt4.plot([i for i in list(range(5))], [col[1][colNum_sa2] for col in allGraphInfo_sa2], 'o-')\n", - "plt4.title(\"Total community biomass\")\n", - "plt4.xlabel(\"Relative abundance\")\n", - "plt4.xticks(np.arange(5), ['{E.coli:0.1,\\nB.theta:0.9}', '{E.coli:0.3,\\nB.theta:0.7}', '{E.coli:0.5,\\nB.theta:0.5}', '{E.coli:0.7,\\nB.theta:0.3}', '{E.coli:0.9,\\nB.theta:0.1}']) \n", - "plt4.show()" - ] - }, - { - "cell_type": "markdown", - "id": "6f12c5ba", - "metadata": {}, - "source": [ - "# 3-member community model" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "c0b0a1bb", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1:bio2\n", - "2:bio3\n", - "3:bio4\n" - ] - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "modelInfo_3 = [\"electro.community.edited.v2\",93204]\n", - "mediaInfo_3 = [\"CO2_minimal\",93204]\n", - "graphInfo2 = []\n", - "communityFBA(modelInfo_3,mediaInfo_3,2100,graph1=1,graphInfo=graphInfo2)" - ] - }, - { - "cell_type": "markdown", - "id": "7a7723ac", - "metadata": {}, - "source": [ - "# Changing the kinetic coefficients" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "ada4898c", - "metadata": {}, - "outputs": [], - "source": [ - "allGraphInfo_kp3 = []\n", - "for kinetic_coeff in range(1000,4000,300):\n", - " graphInfo_kp3 = []\n", - " communityFBA(modelInfo_3,mediaInfo_3,kinetic_coeff=kinetic_coeff,graph2=1,graphInfo=graphInfo_kp3)\n", - " allGraphInfo_kp3.append([kinetic_coeff, graphInfo_kp3])" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "8bba677c", - "metadata": {}, - "outputs": [], - "source": [ - "# Display all graphs together:\n", - "import matplotlib.pyplot as plt5\n", - "\n", - "figure5, axis5 = plt5.subplots(7, 1, sharex=True)\n", - "pl5.title(\"Three-member community model\")\n", - "pl5.xlabel(\"Kinetic coefficient\")\n", - " \n", - "axis5[0].plot([col[0] for col in allGraphInfo_kp3], [col[1][0] for col in allGraphInfo_kp3], 'o-')\n", - "axis5[0].set_title(\"Total community biomass\")\n", - "\n", - "axis5[1].plot([col[0] for col in allGraphInfo_kp3], [col[1][1] for col in allGraphInfo_kp3], 'o-')\n", - "axis5[1].set_title(\"Nutrient Uptake Flux\")\n", - "\n", - "axis5[2].plot([col[0] for col in allGraphInfo_kp3], [col[1][2] for col in allGraphInfo_kp3], 'o-')\n", - "axis5[2].set_title(\"Byproduct Production Flux\")\n", - "\n", - "axis5[3].plot([col[0] for col in allGraphInfo_kp3], [col[1][3] for col in allGraphInfo_kp3], 'o-')\n", - "axis5[3].set_title(\"Interaction between each species pair (Acetobacterium and Sulfurospirillum)\")\n", - "\n", - "axis5[4].plot([col[0] for col in allGraphInfo_kp3], [col[1][4] for col in allGraphInfo_kp3], 'o-')\n", - "axis5[4].set_title(\"Interaction between each species pair (Acetobacterium and Desulfovibrio)\")\n", - "\n", - "axis5[5].plot([col[0] for col in allGraphInfo_kp3], [col[1][5] for col in allGraphInfo_kp3], 'o-')\n", - "axis5[5].set_title(\"Interaction between each species pair (Sulfurospirillum and Desulfovibrio)\")\n", - "\n", - "axis5[6].plot([col[0] for col in allGraphInfo_kp3], [col[1][6] for col in allGraphInfo_kp3], 'o-')\n", - "axis5[6].set_title(\"Total interaction flux\")\n", - "\n", - "plt5.rcParams['figure.dpi'] = 100\n", - "plt5.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "b54721ff", - "metadata": {}, - "outputs": [], - "source": [ - "# To display individual graphs:\n", - "import matplotlib.pyplot as plt6\n", - "\n", - "colNum_kp3 = 0 \n", - "plt6.plot([col[0] for col in allGraphInfo_kp3], [col[1][colNum_kp3] for col in allGraphInfo_kp3], 'o-')\n", - "plt6.title(\"Three-member community model: total community biomass\") # change title accordingly\n", - "plt6.xlabel(\"Kinetic coefficient\")\n", - "plt6.show()" - ] - }, - { - "cell_type": "markdown", - "id": "7828a185", - "metadata": {}, - "source": [ - "# Changing the species abundances" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "id": "7f14e0d2", - "metadata": {}, - "outputs": [], - "source": [ - "allGraphInfo_sa3 = []\n", - "\n", - "graphInfo_sa3_1 = []\n", - "communityFBA(modelInfo_3,mediaInfo_3,kinetic_coeff=2100,abundances={\"1\":0.8,\"2\":0.1,\"3\":0.1},graph2=1,graphInfo=graphInfo_sa3_1)\n", - "allGraphInfo_sa3.append([0.8,graphInfo_sa3_1])\n", - "\n", - "graphInfo_sa3_2 = []\n", - "communityFBA(modelInfo_3,mediaInfo_3,kinetic_coeff=2100,abundances={\"1\":0.6,\"2\":0.2,\"3\":0.2},graph2=1,graphInfo=graphInfo_sa3_2)\n", - "allGraphInfo_sa3.append([0.6,graphInfo_sa3_2])\n", - " \n", - "graphInfo_sa3_3 = []\n", - "communityFBA(modelInfo_3,mediaInfo_3,kinetic_coeff=2100,abundances={\"1\":0.4,\"2\":0.3,\"3\":0.3},graph2=1,graphInfo=graphInfo_sa3_3)\n", - "allGraphInfo_sa3.append([0.4,graphInfo_sa3_3])\n", - "\n", - "graphInfo_sa3_4 = []\n", - "communityFBA(modelInfo_3,mediaInfo_3,kinetic_coeff=2100,abundances={\"1\":0.333333,\"2\":0.333333,\"3\":0.333333},graph2=1,graphInfo=graphInfo_sa3_4)\n", - "allGraphInfo_sa3.append([0.33,graphInfo_sa3_4])\n", - "\n", - "graphInfo_sa3_5 = []\n", - "communityFBA(modelInfo_3,mediaInfo_3,kinetic_coeff=2100,abundances={\"1\":0.2,\"2\":0.4,\"3\":0.4},graph2=1,graphInfo=graphInfo_sa3_5)\n", - "allGraphInfo_sa3.append([0.2,graphInfo_sa3_5])" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "id": "9c12830f", - "metadata": {}, - "outputs": [], - "source": [ - "# To display all graphs together:\n", - "import matplotlib.pyplot as plt7\n", - "\n", - "figure7, axis7 = plt7.subplots(7, 1, sharex=True)\n", - "plt7.title(\"Three-member community model\")\n", - "plt7.xlabel(\"Species abundance\")\n", - "plt7.xticks(np.arange(5), ['{Ace:0.8,\\nSul:0.1,\\nDes:0.1}','{Ace:0.6,\\nSul:0.2,\\nDes:0.2}',\\\n", - " '{Ace:0.4,\\nSul:0.3,\\nDes:0.3}','{Ace:0.33,\\nSul:0.33,\\nDes:0.33}',\\\n", - " '{Ace:0.2,\\nSul:0.4,\\nDes:0.4}'])\n", - " \n", - "axis7[0].plot([col[0] for col in allGraphInfo_sa3], [col[1][0] for col in allGraphInfo_sa3], 'o-')\n", - "axis7[0].set_title(\"Total community biomass\")\n", - "\n", - "axis7[1].plot([col[0] for col in allGraphInfo_sa3], [col[1][1] for col in allGraphInfo_sa3], 'o-')\n", - "axis7[1].set_title(\"Nutrient Uptake Flux\")\n", - "\n", - "axis7[2].plot([col[0] for col in allGraphInfo_sa3], [col[1][2] for col in allGraphInfo_sa3], 'o-')\n", - "axis7[2].set_title(\"Byproduct Production Flux\")\n", - "\n", - "axis7[3].plot([col[0] for col in allGraphInfo_sa3], [col[1][3] for col in allGraphInfo_sa3], 'o-')\n", - "axis7[3].set_title(\"Interaction between each species pair (Acetobacterium and Sulfurospirillum)\")\n", - "\n", - "axis7[4].plot([col[0] for col in allGraphInfo_sa3], [col[1][4] for col in allGraphInfo_sa3], 'o-')\n", - "axis7[4].set_title(\"Interaction between each species pair (Acetobacterium and Desulfovibrio)\")\n", - "\n", - "axis7[5].plot([col[0] for col in allGraphInfo_sa3], [col[1][5] for col in allGraphInfo_sa3], 'o-')\n", - "axis7[5].set_title(\"Interaction between each species pair (Sulfurospirillum and Desulfovibrio)\")\n", - "\n", - "axis7[6].plot([col[0] for col in allGraphInfo_sa3], [col[1][6] for col in allGraphInfo_sa3], 'o-')\n", - "axis7[6].set_title(\"Total interaction flux\")\n", - "\n", - "plt7.rcParams['figure.dpi'] = 100\n", - "plt7.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "id": "2ce9f41a", - "metadata": {}, - "outputs": [], - "source": [ - "# To display individual graphs:\n", - "import matplotlib.pyplot as plt8\n", - "\n", - "colNum_sa3 = 0\n", - "plt8.plot([i for i in list(range(5))], [col[1][colNum_sa3] for col in allGraphInfo_sa3], 'o-')\n", - "plt8.title(\"Total community biomass\")\n", - "plt8.xlabel(\"Relative abundance\")\n", - "plt8.xticks(np.arange(5), ['{Ace:0.8,\\nSul:0.1,\\nDes:0.1}','{Ace:0.6,\\nSul:0.2,\\nDes:0.2}',\\\n", - " '{Ace:0.4,\\nSul:0.3,\\nDes:0.3}','{Ace:0.33,\\nSul:0.33,\\nDes:0.33}',\\\n", - " '{Ace:0.2,\\nSul:0.4,\\nDes:0.4}'])\n", - "plt8.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "a1f27758", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.8" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "a623aae0", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.7\n" + ] + } + ], + "source": [ + "import cobra\n", + "from cobra import Model, Reaction, Metabolite\n", + "import pandas as pd\n", + "import cplex\n", + "import optlang\n", + "import math\n", + "import json\n", + "import sys\n", + "import cProfile\n", + "from optlang.symbolics import Zero, add\n", + "import cobra.util.solver as sutil\n", + "from cobra.flux_analysis.parsimonious import pfba\n", + "from IPython.core.display import HTML\n", + "import cobrakbase\n", + "sys.path.append(\"/Users/chandhanavoleti/Documents/SULI/ModelSEEDpy/ModelSEEDpy\") #replace\n", + "#import modelseedpy.fbapkg\n", + "from modelseedpy import ElementUptakePkg, SimpleThermoPkg, ReactionUsePkg, BilevelPkg, CommKineticPkg, KBaseMediaPkg\n", + "\n", + "from collections import Counter\n", + "import numpy as np\n", + "from itertools import combinations\n", + "import networkx as nx" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "8f2f9657", + "metadata": {}, + "outputs": [], + "source": [ + "# Parameters:\n", + "# modelInfo: array [model id, workspace number]\n", + "# mediaInfo: array [media id, workspace number]\n", + "# kinetic coefficient: parameter for CommKineticPkg()\n", + "# abundances: parameter for CommKineticPkg()\n", + "# graph1: if 1, displays graph with nodes for species and edges labeled with the interaction fluxes\n", + "# graph2: if 1, stores data with graphInfo array, can use to create plots\n", + "\n", + "def communityFBA(modelInfo,mediaInfo,kinetic_coeff,abundances=None,graph1=None,graph2=None,graphInfo=None):\n", + " \n", + " # Constraints\n", + " kbase_api = cobrakbase.KBaseAPI()\n", + " model = kbase_api.get_from_ws(modelInfo[0],modelInfo[1])\n", + " model.solver = 'optlang-cplex'\n", + "\n", + " #Applying uptake limit to total carbon uptake by model\n", + " eup = ElementUptakePkg(model)\n", + " eup.build_package({\"C\":60})\n", + " #Applying constraints based on KBase media\n", + " media = kbase_api.get_from_ws(mediaInfo[0],mediaInfo[1])\n", + " kmp = KBaseMediaPkg(model)\n", + " kmp.build_package(media)\n", + " #Applying community model kinetic constraints\n", + " ckp = CommKineticPkg(model)\n", + " ckp.build_package(kinetic_coeff,abundances)\n", + " \n", + " # ----------------------------------------------------------------\n", + " \n", + " # FBA\n", + " biomass_objective = model.problem.Objective(\n", + " 1 * model.reactions.bio1.flux_expression,\n", + " direction='max')\n", + " model.objective = biomass_objective\n", + " \n", + " sol=model.optimize()\n", + " \n", + " # ----------------------------------------------------------------\n", + " \n", + " # Compute exchanges\n", + " exchanges = {}\n", + " speciesNum = []\n", + " external_metabolites = []\n", + " for rxn in model.reactions:\n", + " # obtain species\n", + " ind = rxn.id.rfind('_')\n", + " if (rxn.id[ind + 1] == 'c' or rxn.id[ind + 1] == 'p') and rxn.id[ind + 2: ] != '0':\n", + " species = rxn.id[ind + 2: ]\n", + " speciesNum.append(species)\n", + "\n", + " for metabolite in rxn.metabolites:\n", + " if metabolite.compartment == \"e0\":\n", + " external_metabolites.append(metabolite.id)\n", + " rate = 0\n", + " flux = sol.fluxes[rxn.id]\n", + " if flux != 0:\n", + " rate += rxn.metabolites[metabolite]*flux\n", + " if rate != 0:\n", + " exchanges[(metabolite.id,species)] = rate\n", + "\n", + " speciesNum = np.unique(speciesNum) # array of species numbers (ex. [\"1\",\"2\",\"3\"])\n", + " speciesNumLen = len(speciesNum) # number of species (ex. 3)\n", + " \n", + " # ----------------------------------------------------------------\n", + " \n", + " # Cross feeding\n", + " cross_all = []\n", + " for metabolite in external_metabolites:\n", + " r_out = {x: r for (m, x), r in exchanges.items() if m == metabolite and r > 0}\n", + " r_in = {x: -r for (m, x), r in exchanges.items() if m == metabolite and -r > 0}\n", + " total_in = sum(r_in.values())\n", + " total_out = sum(r_out.values())\n", + " total = max(total_in, total_out)\n", + "\n", + " cross = [(o1, o2, metabolite, r1 * r2 / total) for o1, r1 in r_out.items() for o2, r2 in r_in.items()]\n", + " cross_all.extend(cross) # array columns: [donor, receiver, compound, rate]\n", + "\n", + " production = [[0] * speciesNumLen for i in range(speciesNumLen)] \n", + " consumption = [[0] * speciesNumLen for i in range(speciesNumLen)]\n", + " # format: production[donorSpecies][receivingSpecies], where donorSpecies and receivingSpecies are indices\n", + " # for value in the matrix that signifies the flux produced by donorSpecies and consumed by receivingSpecies\n", + "\n", + " # access location that corresponds to donorSpecies and receivingSpecies interaction and add flux value\n", + " for i in cross_all:\n", + " if i[0] is not None and i[1] is not None:\n", + " production[int(i[0])-1][int(i[1])-1] += i[3]\n", + " consumption[int(i[1])-1][int(i[0])-1] += i[3]\n", + " \n", + " # ----------------------------------------------------------------\n", + " \n", + " # Graphing\n", + " if graph1 == 1: \n", + " G=nx.Graph()\n", + " for i in speciesNum:\n", + " G.add_node(i)\n", + " for k in combinations(speciesNum, 2):\n", + " sp1 = int(k[0])-1\n", + " sp2 = int(k[1])-1\n", + " interaction_flux = production[sp1][sp2]\n", + " G.add_edge(k[0],k[1],weight=interaction_flux)\n", + "\n", + " pos=nx.circular_layout(G)\n", + " nx.draw_networkx(G,pos)\n", + " labels = nx.get_edge_attributes(G,'weight')\n", + " nx.draw_networkx_edge_labels(G,pos,edge_labels=labels)\n", + " \n", + " elif graph2 == 1: \n", + " # format of graphInfo: [total community biomass, nutrient uptake flux, byproduct production flux, \n", + " # interaction fluxes (multiple values, if multiple interactions), total interaction flux]\n", + " \n", + " # total community biomass\n", + " graphInfo.append(sol.objective_value)\n", + " \n", + " # nutrient uptake/byproduct production\n", + " nutrient_uptake = 0\n", + " byproduct_production = 0\n", + " for i in model.medium:\n", + " if sol.fluxes[i] > 0:\n", + " nutrient_uptake += sol.fluxes[i]\n", + " elif sol.fluxes[i] < 0:\n", + " byproduct_production += sol.fluxes[i]\n", + " graphInfo.append(nutrient_uptake)\n", + " graphInfo.append(byproduct_production)\n", + " \n", + " # interaction between each species pair + total interaction flux\n", + " total_interaction_flux = 0\n", + " for k in combinations(speciesNum, 2):\n", + " sp1 = int(k[0])-1\n", + " sp2 = int(k[1])-1\n", + " interaction_flux = production[sp1][sp2]\n", + " graphInfo.append(interaction_flux)\n", + " total_interaction_flux = total_interaction_flux + interaction_flux\n", + " graphInfo.append(total_interaction_flux) " + ] + }, + { + "cell_type": "markdown", + "id": "2423bf3c", + "metadata": {}, + "source": [ + "# 2-member community model" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "e67ba49a", + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# TWO-MEMBER ZAHMEETH COMMUNITY MODEL\n", + "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", + "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", + "graphInfo1 = []\n", + "communityFBA(modelInfo_2,mediaInfo_2,2100,abundances={\"1\":0.5,\"2\":0.5},graph1=1,graphInfo=graphInfo1)" + ] + }, + { + "cell_type": "markdown", + "id": "7690e810", + "metadata": {}, + "source": [ + "# Changing the kinetic coefficient" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "3fb416cd", + "metadata": {}, + "outputs": [], + "source": [ + "allGraphInfo_kp2 = []\n", + "for kinetic_coeff in range(1000,4000,300):\n", + " graphInfo_kp2 = []\n", + " communityFBA(modelInfo_2,mediaInfo_2,kinetic_coeff=kinetic_coeff,abundances={\"1\":0.5,\"2\":0.5},graph2=1,graphInfo=graphInfo_kp2)\n", + " allGraphInfo_kp2.append([kinetic_coeff, graphInfo_kp2])" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "0b8a3495", + "metadata": {}, + "outputs": [], + "source": [ + "# Display all graphs together:\n", + "import matplotlib.pyplot as plt\n", + "\n", + "figure, axis = plt.subplots(5, 1, sharex=True)\n", + "plt.title(\"Two-member community model\")\n", + "plt.xlabel(\"Kinetic coefficient\")\n", + " \n", + "axis[0].plot([col[0] for col in allGraphInfo_kp2], [col[1][0] for col in allGraphInfo_kp2], 'o-')\n", + "axis[0].set_title(\"Total community biomass\")\n", + "\n", + "axis[1].plot([col[0] for col in allGraphInfo_kp2], [col[1][1] for col in allGraphInfo_kp2], 'o-')\n", + "axis[1].set_title(\"Nutrient Uptake Flux\")\n", + "\n", + "axis[2].plot([col[0] for col in allGraphInfo_kp2], [col[1][2] for col in allGraphInfo_kp2], 'o-')\n", + "axis[2].set_title(\"Byproduct Production Flux\")\n", + "\n", + "axis[3].plot([col[0] for col in allGraphInfo_kp2], [col[1][3] for col in allGraphInfo_kp2], 'o-')\n", + "axis[3].set_title(\"Interaction between each species pair (E.coli and B.theta)\")\n", + "\n", + "axis[4].plot([col[0] for col in allGraphInfo_kp2], [col[1][4] for col in allGraphInfo_kp2], 'o-')\n", + "axis[4].set_title(\"Total interaction flux\")\n", + "\n", + "plt.rcParams['figure.dpi'] = 100\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "20a2ba6e", + "metadata": {}, + "outputs": [], + "source": [ + "# To display individual graphs:\n", + "import matplotlib.pyplot as plt2\n", + "\n", + "colNum_kp2 = 0 # corresponds to columns in allGraphInfo_kinetic2 (total community biomass, nutrient uptake flux, etc.)\n", + "plt2.plot([col[0] for col in allGraphInfo_kp2], [col[1][colNum_kp2] for col in allGraphInfo_kp2], 'o-')\n", + "plt2.title(\"Two-member community model: total interaction flux\") # change title accordingly\n", + "plt2.xlabel(\"Kinetic coefficient\")\n", + "plt2.show()" + ] + }, + { + "cell_type": "markdown", + "id": "caf1147c", + "metadata": {}, + "source": [ + "# Changing the species abundances" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "baf42571", + "metadata": {}, + "outputs": [], + "source": [ + "allGraphInfo_sa2 = []\n", + "for abundance1 in np.arange(0.1,1.0,0.2):\n", + " graphInfo_sa2 = []\n", + " abundance2 = 1.0 - abundance1\n", + " communityFBA(modelInfo_2,mediaInfo_2,kinetic_coeff=2100,abundances={\"1\":abundance1,\"2\":abundance2},graph2=1,graphInfo=graphInfo_sa2)\n", + " allGraphInfo_sa2.append([abundance1, graphInfo_sa2])" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "29fba9af", + "metadata": {}, + "outputs": [], + "source": [ + "# To display all graphs together:\n", + "import matplotlib.pyplot as plt3\n", + "\n", + "figure3, axis3 = plt3.subplots(5, 1, sharex=True)\n", + "plt3.title(\"Two-member community model\")\n", + "plt3.xlabel(\"Species abundance\")\n", + "plt3.xticks(np.arange(5), ['{E.coli:0.1,\\nB.theta:0.9}', '{E.coli:0.3,\\nB.theta:0.7}', '{E.coli:0.5,\\nB.theta:0.5}', '{E.coli:0.7,\\nB.theta:0.3}', '{E.coli:0.9,\\nB.theta:0.1}']) \n", + " \n", + "axis3[0].plot([col[0] for col in allGraphInfo_sa2], [col[1][0] for col in allGraphInfo_sa2], 'o-')\n", + "axis3[0].set_title(\"Total community biomass\")\n", + "\n", + "axis3[1].plot([col[0] for col in allGraphInfo_sa2], [col[1][1] for col in allGraphInfo_sa2], 'o-')\n", + "axis3[1].set_title(\"Nutrient Uptake Flux\")\n", + "\n", + "axis3[2].plot([col[0] for col in allGraphInfo_sa2], [col[1][2] for col in allGraphInfo_sa2], 'o-')\n", + "axis3[2].set_title(\"Byproduct Production Flux\")\n", + "\n", + "axis3[3].plot([col[0] for col in allGraphInfo_sa2], [col[1][3] for col in allGraphInfo_sa2], 'o-')\n", + "axis3[3].set_title(\"Interaction between each species pair (species 1 and 2)\")\n", + "\n", + "axis3[4].plot([col[0] for col in allGraphInfo_sa2], [col[1][4] for col in allGraphInfo_sa2], 'o-')\n", + "axis3[4].set_title(\"Total interaction flux\")\n", + "\n", + "plt3.rcParams['figure.dpi'] = 100\n", + "plt3.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "7ed1cfa3", + "metadata": {}, + "outputs": [], + "source": [ + "# To display individual graphs:\n", + "import matplotlib.pyplot as plt4\n", + "\n", + "colNum_sa2 = 0\n", + "plt4.plot([i for i in list(range(5))], [col[1][colNum_sa2] for col in allGraphInfo_sa2], 'o-')\n", + "plt4.title(\"Total community biomass\")\n", + "plt4.xlabel(\"Relative abundance\")\n", + "plt4.xticks(np.arange(5), ['{E.coli:0.1,\\nB.theta:0.9}', '{E.coli:0.3,\\nB.theta:0.7}', '{E.coli:0.5,\\nB.theta:0.5}', '{E.coli:0.7,\\nB.theta:0.3}', '{E.coli:0.9,\\nB.theta:0.1}']) \n", + "plt4.show()" + ] + }, + { + "cell_type": "markdown", + "id": "6f12c5ba", + "metadata": {}, + "source": [ + "# 3-member community model" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "c0b0a1bb", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n", + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1:bio2\n", + "2:bio3\n", + "3:bio4\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "modelInfo_3 = [\"electro.community.edited.v2\",93204]\n", + "mediaInfo_3 = [\"CO2_minimal\",93204]\n", + "graphInfo2 = []\n", + "communityFBA(modelInfo_3,mediaInfo_3,2100,graph1=1,graphInfo=graphInfo2)" + ] + }, + { + "cell_type": "markdown", + "id": "7a7723ac", + "metadata": {}, + "source": [ + "# Changing the kinetic coefficients" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "ada4898c", + "metadata": {}, + "outputs": [], + "source": [ + "allGraphInfo_kp3 = []\n", + "for kinetic_coeff in range(1000,4000,300):\n", + " graphInfo_kp3 = []\n", + " communityFBA(modelInfo_3,mediaInfo_3,kinetic_coeff=kinetic_coeff,graph2=1,graphInfo=graphInfo_kp3)\n", + " allGraphInfo_kp3.append([kinetic_coeff, graphInfo_kp3])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "8bba677c", + "metadata": {}, + "outputs": [], + "source": [ + "# Display all graphs together:\n", + "import matplotlib.pyplot as plt5\n", + "\n", + "figure5, axis5 = plt5.subplots(7, 1, sharex=True)\n", + "pl5.title(\"Three-member community model\")\n", + "pl5.xlabel(\"Kinetic coefficient\")\n", + " \n", + "axis5[0].plot([col[0] for col in allGraphInfo_kp3], [col[1][0] for col in allGraphInfo_kp3], 'o-')\n", + "axis5[0].set_title(\"Total community biomass\")\n", + "\n", + "axis5[1].plot([col[0] for col in allGraphInfo_kp3], [col[1][1] for col in allGraphInfo_kp3], 'o-')\n", + "axis5[1].set_title(\"Nutrient Uptake Flux\")\n", + "\n", + "axis5[2].plot([col[0] for col in allGraphInfo_kp3], [col[1][2] for col in allGraphInfo_kp3], 'o-')\n", + "axis5[2].set_title(\"Byproduct Production Flux\")\n", + "\n", + "axis5[3].plot([col[0] for col in allGraphInfo_kp3], [col[1][3] for col in allGraphInfo_kp3], 'o-')\n", + "axis5[3].set_title(\"Interaction between each species pair (Acetobacterium and Sulfurospirillum)\")\n", + "\n", + "axis5[4].plot([col[0] for col in allGraphInfo_kp3], [col[1][4] for col in allGraphInfo_kp3], 'o-')\n", + "axis5[4].set_title(\"Interaction between each species pair (Acetobacterium and Desulfovibrio)\")\n", + "\n", + "axis5[5].plot([col[0] for col in allGraphInfo_kp3], [col[1][5] for col in allGraphInfo_kp3], 'o-')\n", + "axis5[5].set_title(\"Interaction between each species pair (Sulfurospirillum and Desulfovibrio)\")\n", + "\n", + "axis5[6].plot([col[0] for col in allGraphInfo_kp3], [col[1][6] for col in allGraphInfo_kp3], 'o-')\n", + "axis5[6].set_title(\"Total interaction flux\")\n", + "\n", + "plt5.rcParams['figure.dpi'] = 100\n", + "plt5.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "b54721ff", + "metadata": {}, + "outputs": [], + "source": [ + "# To display individual graphs:\n", + "import matplotlib.pyplot as plt6\n", + "\n", + "colNum_kp3 = 0 \n", + "plt6.plot([col[0] for col in allGraphInfo_kp3], [col[1][colNum_kp3] for col in allGraphInfo_kp3], 'o-')\n", + "plt6.title(\"Three-member community model: total community biomass\") # change title accordingly\n", + "plt6.xlabel(\"Kinetic coefficient\")\n", + "plt6.show()" + ] + }, + { + "cell_type": "markdown", + "id": "7828a185", + "metadata": {}, + "source": [ + "# Changing the species abundances" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "7f14e0d2", + "metadata": {}, + "outputs": [], + "source": [ + "allGraphInfo_sa3 = []\n", + "\n", + "graphInfo_sa3_1 = []\n", + "communityFBA(modelInfo_3,mediaInfo_3,kinetic_coeff=2100,abundances={\"1\":0.8,\"2\":0.1,\"3\":0.1},graph2=1,graphInfo=graphInfo_sa3_1)\n", + "allGraphInfo_sa3.append([0.8,graphInfo_sa3_1])\n", + "\n", + "graphInfo_sa3_2 = []\n", + "communityFBA(modelInfo_3,mediaInfo_3,kinetic_coeff=2100,abundances={\"1\":0.6,\"2\":0.2,\"3\":0.2},graph2=1,graphInfo=graphInfo_sa3_2)\n", + "allGraphInfo_sa3.append([0.6,graphInfo_sa3_2])\n", + " \n", + "graphInfo_sa3_3 = []\n", + "communityFBA(modelInfo_3,mediaInfo_3,kinetic_coeff=2100,abundances={\"1\":0.4,\"2\":0.3,\"3\":0.3},graph2=1,graphInfo=graphInfo_sa3_3)\n", + "allGraphInfo_sa3.append([0.4,graphInfo_sa3_3])\n", + "\n", + "graphInfo_sa3_4 = []\n", + "communityFBA(modelInfo_3,mediaInfo_3,kinetic_coeff=2100,abundances={\"1\":0.333333,\"2\":0.333333,\"3\":0.333333},graph2=1,graphInfo=graphInfo_sa3_4)\n", + "allGraphInfo_sa3.append([0.33,graphInfo_sa3_4])\n", + "\n", + "graphInfo_sa3_5 = []\n", + "communityFBA(modelInfo_3,mediaInfo_3,kinetic_coeff=2100,abundances={\"1\":0.2,\"2\":0.4,\"3\":0.4},graph2=1,graphInfo=graphInfo_sa3_5)\n", + "allGraphInfo_sa3.append([0.2,graphInfo_sa3_5])" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "9c12830f", + "metadata": {}, + "outputs": [], + "source": [ + "# To display all graphs together:\n", + "import matplotlib.pyplot as plt7\n", + "\n", + "figure7, axis7 = plt7.subplots(7, 1, sharex=True)\n", + "plt7.title(\"Three-member community model\")\n", + "plt7.xlabel(\"Species abundance\")\n", + "plt7.xticks(np.arange(5), ['{Ace:0.8,\\nSul:0.1,\\nDes:0.1}','{Ace:0.6,\\nSul:0.2,\\nDes:0.2}',\\\n", + " '{Ace:0.4,\\nSul:0.3,\\nDes:0.3}','{Ace:0.33,\\nSul:0.33,\\nDes:0.33}',\\\n", + " '{Ace:0.2,\\nSul:0.4,\\nDes:0.4}'])\n", + " \n", + "axis7[0].plot([col[0] for col in allGraphInfo_sa3], [col[1][0] for col in allGraphInfo_sa3], 'o-')\n", + "axis7[0].set_title(\"Total community biomass\")\n", + "\n", + "axis7[1].plot([col[0] for col in allGraphInfo_sa3], [col[1][1] for col in allGraphInfo_sa3], 'o-')\n", + "axis7[1].set_title(\"Nutrient Uptake Flux\")\n", + "\n", + "axis7[2].plot([col[0] for col in allGraphInfo_sa3], [col[1][2] for col in allGraphInfo_sa3], 'o-')\n", + "axis7[2].set_title(\"Byproduct Production Flux\")\n", + "\n", + "axis7[3].plot([col[0] for col in allGraphInfo_sa3], [col[1][3] for col in allGraphInfo_sa3], 'o-')\n", + "axis7[3].set_title(\"Interaction between each species pair (Acetobacterium and Sulfurospirillum)\")\n", + "\n", + "axis7[4].plot([col[0] for col in allGraphInfo_sa3], [col[1][4] for col in allGraphInfo_sa3], 'o-')\n", + "axis7[4].set_title(\"Interaction between each species pair (Acetobacterium and Desulfovibrio)\")\n", + "\n", + "axis7[5].plot([col[0] for col in allGraphInfo_sa3], [col[1][5] for col in allGraphInfo_sa3], 'o-')\n", + "axis7[5].set_title(\"Interaction between each species pair (Sulfurospirillum and Desulfovibrio)\")\n", + "\n", + "axis7[6].plot([col[0] for col in allGraphInfo_sa3], [col[1][6] for col in allGraphInfo_sa3], 'o-')\n", + "axis7[6].set_title(\"Total interaction flux\")\n", + "\n", + "plt7.rcParams['figure.dpi'] = 100\n", + "plt7.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "2ce9f41a", + "metadata": {}, + "outputs": [], + "source": [ + "# To display individual graphs:\n", + "import matplotlib.pyplot as plt8\n", + "\n", + "colNum_sa3 = 0\n", + "plt8.plot([i for i in list(range(5))], [col[1][colNum_sa3] for col in allGraphInfo_sa3], 'o-')\n", + "plt8.title(\"Total community biomass\")\n", + "plt8.xlabel(\"Relative abundance\")\n", + "plt8.xticks(np.arange(5), ['{Ace:0.8,\\nSul:0.1,\\nDes:0.1}','{Ace:0.6,\\nSul:0.2,\\nDes:0.2}',\\\n", + " '{Ace:0.4,\\nSul:0.3,\\nDes:0.3}','{Ace:0.33,\\nSul:0.33,\\nDes:0.33}',\\\n", + " '{Ace:0.2,\\nSul:0.4,\\nDes:0.4}'])\n", + "plt8.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a1f27758", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Community Modeling/MSCommunity/MSCommunity_kinetics.ipynb b/examples/Community Modeling/MSCommunity/MSCommunity_kinetics.ipynb deleted file mode 100644 index 2807c2c9..00000000 --- a/examples/Community Modeling/MSCommunity/MSCommunity_kinetics.ipynb +++ /dev/null @@ -1,2550 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "9d50de89", - "metadata": { - "scrolled": true, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.8\n" - ] - } - ], - "source": [ - "# import kbase\n", - "import os\n", - "local_cobrakbase_path = 'C:\\\\Users\\\\Andrew Freiburger\\\\Dropbox\\\\My PC (DESKTOP-M302P50)\\\\Documents\\\\UVic Civil Engineering\\\\Internships\\\\Agronne\\\\cobrakbase'\n", - "os.environ[\"HOME\"] = local_cobrakbase_path\n", - "import cobrakbase\n", - "token = 'JOSNYJGASTV5BGELWQTUSATE4TNHZ66U'\n", - "kbase = cobrakbase.KBaseAPI(token)\n", - "import networkx\n", - "from matplotlib import pyplot\n", - "\n", - "ftp_path = '../../../ModelSEEDDatabase'\n", - "\n", - "# import cFBA\n", - "%run ../../modelseedpy/core/mscommunity.py\n", - "%matplotlib inline" - ] - }, - { - "cell_type": "markdown", - "id": "92172050", - "metadata": {}, - "source": [ - "# 2-member Zahmeeth model" - ] - }, - { - "cell_type": "markdown", - "id": "b2bfaebe", - "metadata": {}, - "source": [ - "### sans kinetic constraints" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "0651802f", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "\n", - "Model objective value: 0.17375024029002192\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 18.264719\n", - "2 426.862401 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 426.862401\n", - "2 18.264719 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(,\n", - " {1: array([1.00000000e+00, 4.37113883e-08]),\n", - " 2: array([-1.00000000e+00, -4.37113883e-08])},\n", - " {(1, 2): '-409'})" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", - "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", - "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - "\n", - "# simulate and visualize the model\n", - "cfba = MSCommunity(model)\n", - "cfba.drain_fluxes(media)\n", - "cfba.gapfill(media)\n", - "cfba.constrain(media)#, kinetic_coeff=2100, abundances={\"1\":0.5,\"2\":0.5})\n", - "solution = cfba.run()\n", - "cfba.compute_interactions(solution)\n", - "cfba.visualize()" - ] - }, - { - "cell_type": "markdown", - "id": "a58fa662", - "metadata": {}, - "source": [ - "### variable kinetic coefficients" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "5f0d104b", - "metadata": { - "scrolled": true, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 800\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n", - "\n", - "Model objective value: 0.0\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.0 0.0\n", - "2 0.0 0.0\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.0 0.0\n", - "2 0.0 0.0\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 850\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n", - "\n", - "Model objective value: 0.0\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.0 0.0\n", - "2 0.0 0.0\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.0 0.0\n", - "2 0.0 0.0\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 900\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n", - "\n", - "Model objective value: 0.021334885615539135\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 0.824103\n", - "2 0.554976 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 0.554976\n", - "2 0.824103 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 950\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n", - "\n", - "Model objective value: 0.06659926817439696\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 2.516788\n", - "2 1.150394 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 1.150394\n", - "2 2.516788 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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RcnJyrBiH6FcVFRUYN24c/P394erqiqioKPTr10/sWERPJZFIcgVBCKnrGs90SXSlpaVo27Yt2rRpU+vx6upq3Lp1C/fv38fGjRtZuOQQ+PMZiUYQBHz99deQSqU4cOAA/venrjVr1uD9999Hfn4+wsLCREpJ1Ly4dEkUV65cwYwZM3Djxg0kJiYiJOTxn8RWr17NG9eQw+HSJasym82Ii4tDcHAwBg8ejJycnDoLF+CdwsgxcemS1Zw7dw5KpRImkwnHjx9Hz549xY5EZHVcutTijEYjPv74YwwaNAhvvvkmC5ecGpcutaj8/HwoFAq0b98ep06dQrdu3cSORCQqLl1qEXq9HjExMRg9ejRmz54NlUrFwiUCly61gPT0dCgUCvTq1QsFBQXo3Lmz2JGIbAZLl5pNVVUVli1bhj179iA2NhaTJk0SOxKRzeHxAjULlUoFqVSKiooKaLVaFi7RE3DpUpPcvXsX8+fPR0pKCjZt2oQxY8aIHYnIpnHpksUSEhIglUrRtm1baDQaFi5RA3DpUqPdvHkTs2fPhlarxa5duzB48GCxIxHZDS5dajBBELBlyxbI5XL4+/sjPz+fhUvUSFy61CCXLl1CVFQUSktLcfjwYfTp00fsSER2iUuX6mU2mxEbG4uQkBCEh4cjOzubhUvUBFy69ERnz56FUqmERCLBiRMnEBAQIHYkIrvHpUuPMRgMWL16NYYMGYK3334baWlpLFyiZsKlS7Wo1WpERkaiU6dOyM3NhY+Pj9iRiBwKly4BAHQ6HZYsWYKxY8di3rx5OHToEAuXqAVw6RKOHz8OpVIJuVwOjUaDjh07ih2JyGGxdJ1YZWUllixZgn379iE2NhYTJ04UOxKRw+PxgpM6dOgQpFIpdDodtFotC5fISrh0ncydO3fwxz/+EcePH8cXX3yBV199VexIRE6FS9dJCIKAXbt2QSqVon379tBoNCxcIhFw6TqBGzduYNasWTh37hz27t2LAQMGiB2JyGlx6TowQRDw5ZdfIjAwEFKpFHl5eSxcIpFx6Tqo//znP4iKisK9e/dw5MgRBAYGih2JiMCl63BMJhP++c9/on///hg9ejSysrJYuEQ2hEvXgZw5cwYKhQLu7u7IyMiAv7+/2JGI6H9w6TqAmpoarFy5EsOGDcMHH3yAlJQUFi6RjeLStXOnTp2CQqGAt7c31Go1unbtKnYkIqoHl66devDgARYtWoQJEyZg8eLFSExMZOES2QGWrh06duwYAgMDceXKFWg0Grz77ruQSCRixyKiBuDxgh2pqKjA4sWLceDAAcTFxeG1114TOxIRNRKXrp1ITEyEVCqFyWSCVqtl4RLZKS5dG1daWoq5c+ciKysLW7ZswYgRI8SORERNwKVrowRBwDfffAOZTIZOnTqhsLCQhUvkALh0bdD169cRHR2NCxcu4LvvvkNoaKjYkYiomXDp2hBBELB582YEBQUhODgYarWahUvkYLh0bcSFCxcwffp0VFZW4ujRo5DJZGJHIqIWwKUrMpPJhH/84x8IDQ3F+PHjkZmZycIlcmBcuiLSarWIjIzEM888g6ysLPj5+YkdiYhaGJeuCGpqavCXv/wF4eHhUCqVSE5OZuESOQkuXSvLzs5GZGQkunXrhry8PHh7e4sdiYisiKVrJQ8ePMBHH32Ebdu2Ye3atZg6dSrvl0DkhHi8YAUpKSmQyWS4efMmNBoN3n77bRYukZPi0m1B9+7dw6JFi3Do0CF89tlnmDBhgtiRiEhkXLotZP/+/ZBKpXBxcYFWq2XhEhEALt1md/v2bcyZMwc5OTnYunUrhg8fLnYkIrIhXLrNRBAEbNu2DTKZDF27dkVhYSELl4gew6XbDK5evYro6GhcuXIFBw8eRL9+/cSOREQ2iku3CcxmMzZu3Ijg4GD0798fOTk5LFwiqheXroV+/PFHKJVKVFdXIzU1Fb179xY7EhHZAS7dRjIajfj73/+OAQMG4I033kB6ejoLl4gajEu3EQoKCqBQKODl5YXs7Gx0795d7EhEZGe4dBuguroaH330EUaNGoXo6Gj88MMPLFwisgiX7lNkZmZCoVDA398fBQUF6NKli9iRiMiOsXSfoKqqCsuXL8fOnTuxbt06vPnmm7xfAhE1GY8X6vDDDz9AJpPh7t270Gq1mDJlCguXiJoFl+5/+emnn7BgwQIcOXIEGzduxLhx48SOREQOhkv3Z99++y2kUik8PDyg0WhYuETUIpx+6d66dQu///3vkZ+fjx07dmDo0KFiRyIiB+a0S1cQBHz11VeQy+Xo3r07CgoKWLhE1OKcculevnwZH374IUpKSpCUlIS+ffuKHYmInIRTLV2z2Yy4uDj07dsXQ4YMwalTp1i4RGRVTrN0z507B6VSCZPJhOPHj6Nnz55iRyIiJ+TwS9dgMODjjz/GoEGDMGXKFBYuEYnKoZduXl4eFAoFXnjhBeTk5MDX11fsSETk5Bxy6er1esTExGDMmDGYM2cODh8+zMIlIpvgcEs3PT0dCoUCvXv3RkFBATp37ix2JCKiRxymdCsrK7Fs2TIkJCQgNjYWkyZNEjsSEdFjHOJ44fDhw5DJZKisrIRWq2XhEpHNsuule/fuXcybNw+pqanYtGkTxowZI3YkIqJ62e3STUhIgFQqhaenJzQaDQuXiOyC3S3dkpISzJ49G6dPn8auXbswePBgsSMRETWY3SxdQRAQHx+PwMBABAQEID8/n4VLRHbHLpbupUuXEBUVhbKyMqhUKgQFBYkdiYjIIja9dE0mE/71r38hJCQEI0aMwMmTJ1m4RGTXbHbpnj17FkqlEi4uLkhPT0ePHj3EjkRE1GQ2t3QNBgNWrVqFIUOG4J133sGxY8dYuETkMGxq6ebm5kKhUKBz587Izc2Fj4+P2JGIiJpVs5ZuWVU19uReQ9HNClTojWjn4YqATu3wZl9vPN+29RNfp9PpsGLFCsTHx2PNmjWYNm0a/+Q5ETmkZindgqv3EJdajGPnSwEA1Ubzo2serjex9sh5DO/RATOH+SGwq1et16alpUGpVCIoKAiFhYXo2LFjc0QiIrJJTS7drVmXsCqpCHqjCYLw+HX9zwWsOnMLaefLEBMRgGlhvqioqMDSpUuxb98+rF+/Hm+88UZToxAR2bwm/UPaw8I9C52h7sL9b4IA6AwmrEo6iyVfJkImk0Gv10Or1bJwichpWLx0C67ew6qkIugMvx4lCEYD7qg2QH8pH2Z9FVy9OuG5YR+gzSshj56jM5jxTVE1Plq7GcqJo5uWnojIzli8dONSi6E3mmo9JphNcPV8AZ3e+Rhd/7gTXkPfQ+l3n8B471at50lcWyPnQXtLP5qIyG5ZVLplVdU4dr70sSMFF3cPeA15F65eHSGRuOA3fv3h+mxHVN8srvU8AUDKuVLcqaq2NDcRkV2yqHT35F5r0PNM93+C4e51uHd4+bFrEgB71A17HyIiR2FR6RbdrKj1tbC6CCYjyvavQVvZSLg93/Wx63qjGUUllZZ8PBGR3bKodCv0xnqvC4IZZQf/AbRyRftXP6znfQyWfDwRkd2yqHTbeTz5Sw+CIOBO0r9gun8PHd5YBkmrJz+3nYebJR9PRGS3LCrdgE7t0Nq17pfePRwHw52reHHyn+Di9uRf/fVwdUFAZ09LPp6IyG5Z9D3dyX29sfbI+cceN5bfRlX+90ArN1yLfe/R4+3HzkLb3uG1nisAmBzsbcnHExHZLYtK94W2rTHMvwN+OHur1tfGXJ99ET5LDj719RIJEN6jQ703wSEickQW/3LErOF+8HBtZdFrPVxbYeZwP0s/mojIbllcuoFdvRATEYA2bo17izZuLoiJCIDc28vSjyYisltNusvYtDBfAKj3LmO/kEgeLtxf7jJGROSMmnxrx2lhvpB7e2FDajFSzpVCgl9v5wg8/JaCgIdnuDOH+3HhEpFTa5abmMu9vbBxWgjuVFVjj/oaikoqUaE3oJ2HGwI6e2JycP1/OYKIyFlIhHrOBCQSSSmAy9aLQ0TkEHwEQehQ14V6S5eIiJqXzf0JdiIiR8bSJSKyIpYuEZEVsXSJiKyIpUtEZEX/D3c1glQ3H81QAAAAAElFTkSuQmCC\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 1000\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n", - "\n", - "Model objective value: 0.10644330952285178\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 2.735416\n", - "2 1.471245 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 1.471245\n", - "2 2.735416 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 1050\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n", - "\n", - "Model objective value: 0.14034169325907905\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 3.351431\n", - "2 2.090847 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 2.090847\n", - "2 3.351431 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 1100\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n", - "\n", - "Model objective value: 0.1582645871783188\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 8.491107\n", - "2 114.739419 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 114.739419\n", - "2 8.491107 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 1150\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n", - "\n", - "Model objective value: 0.16605214307254668\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000 11.906086\n", - "2 215.854 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 215.854\n", - "2 11.906086 0.000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 1200\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n", - "\n", - "Model objective value: 0.17099340636619656\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 14.145939\n", - "2 299.445369 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 299.445369\n", - "2 14.145939 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 1250\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n", - "\n", - "Model objective value: 0.17281778268948225\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 15.840874\n", - "2 391.318146 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 391.318146\n", - "2 15.840874 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 1300\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n", - "\n", - "Model objective value: 0.17373273688922833\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 17.920557\n", - "2 442.582945 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 442.582945\n", - "2 17.920557 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 1350\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n", - "\n", - "Model objective value: 0.17375024029002095\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 18.264719\n", - "2 426.862401 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 426.862401\n", - "2 18.264719 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", - "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", - "\n", - "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - "abundances = {\"1\":0.5,\"2\":0.5}\n", - "\n", - "# evaluate the influence of kinetic constraints over a range of coefficients\n", - "plots = []\n", - "for kinetic_coeff in range(800,1400,50):\n", - " banner = '\\n{}\\nKinetic coefficient: {}'.format('='*50, kinetic_coeff)\n", - " print(banner)\n", - " \n", - " model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - " media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - " cfba = MSCommunity(model)\n", - " cfba.drain_fluxes(media)\n", - " cfba.gapfill(media)\n", - "\n", - " cfba.constrain(media, kinetic_coeff = kinetic_coeff, abundances = abundances)\n", - " solution = cfba.run()\n", - " cfba.compute_interactions(solution)\n", - " graph, pos, labels = cfba.visualize()\n", - " plots.append((graph, pos, labels, banner))" - ] - }, - { - "cell_type": "markdown", - "id": "949dd07b", - "metadata": {}, - "source": [ - "### variable abundances" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "235dc11e", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==============================\n", - "Abundance\n", - "species 1:0.0\tspecies 2:1.0\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n", - "\n", - "Model objective value: 0.16324578220864486\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 0.295723\n", - "2 0.273455 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 0.273455\n", - "2 0.295723 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==============================\n", - "Abundance\n", - "species 1:0.1\tspecies 2:0.9\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n", - "\n", - "Model objective value: 0.1697249159764732\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 7.564981\n", - "2 161.319245 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 161.319245\n", - "2 7.564981 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==============================\n", - "Abundance\n", - "species 1:0.2\tspecies 2:0.8\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n", - "\n", - "Model objective value: 0.17307252967635806\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 17.203222\n", - "2 373.667976 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 373.667976\n", - "2 17.203222 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==============================\n", - "Abundance\n", - "species 1:0.3\tspecies 2:0.7\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n", - "\n", - "Model objective value: 0.17348609597492723\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 14.376352\n", - "2 390.376437 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 390.376437\n", - "2 14.376352 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==============================\n", - "Abundance\n", - "species 1:0.4\tspecies 2:0.6\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n", - "\n", - "Model objective value: 0.17361806766456336\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 16.223842\n", - "2 413.067003 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 413.067003\n", - "2 16.223842 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==============================\n", - "Abundance\n", - "species 1:0.5\tspecies 2:0.5\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n", - "\n", - "Model objective value: 0.17375024029002165\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 18.264719\n", - "2 426.862401 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 426.862401\n", - "2 18.264719 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==============================\n", - "Abundance\n", - "species 1:0.6\tspecies 2:0.4\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n", - "\n", - "Model objective value: 0.17388261431056012\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 20.321907\n", - "2 441.118883 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 441.118883\n", - "2 20.321907 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==============================\n", - "Abundance\n", - "species 1:0.7\tspecies 2:0.30000000000000004\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n", - "\n", - "Model objective value: 0.1740151901868401\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 22.356352\n", - "2 454.507051 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 454.507051\n", - "2 22.356352 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==============================\n", - "Abundance\n", - "species 1:0.8\tspecies 2:0.19999999999999996\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n", - "\n", - "Model objective value: 0.16907396310469391\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 24.8125\n", - "2 393.753979 0.0000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.0000 393.753979\n", - "2 24.8125 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==============================\n", - "Abundance\n", - "species 1:0.9\tspecies 2:0.09999999999999998\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599168\n", - "species 2 drain-flux objective value: 0.16925387417839677\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n", - "\n", - "Model objective value: 0.15027524186203697\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 24.811095\n", - "2 393.800474 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 393.800474\n", - "2 24.811095 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", - "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", - "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - "kinetic_coeff = 2000\n", - "\n", - "# evaluate the influence of kinetic constraints over a range of coefficients\n", - "plots = []\n", - "for abundance in range(0, 10):\n", - " species_1 = abundance/10 # B. Theta\n", - " species_2 = 1-species_1 # E. coli\n", - " banner = '\\n{}\\nAbundance\\nspecies 1:{}\\tspecies 2:{}'.format('='*30, species_1, species_2)\n", - " print(banner)\n", - " model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - " media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - " cfba = MSCommunity(model)\n", - " cfba.drain_fluxes(media)\n", - " cfba.gapfill(media)\n", - "\n", - " cfba.constrain(media, kinetic_coeff = kinetic_coeff, abundances = {\"1\":species_1,\"2\":species_2})\n", - " solution = cfba.run()\n", - " cfba.compute_interactions(solution)\n", - " graph, pos, labels = cfba.visualize()\n", - " plots.append((graph, pos, labels, banner))" - ] - }, - { - "cell_type": "markdown", - "id": "bf06e8f1", - "metadata": {}, - "source": [ - "# 3-member Electrosynth model" - ] - }, - { - "cell_type": "markdown", - "id": "ffb23bd5", - "metadata": {}, - "source": [ - "### sans kinetic constraints" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "a051a152", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "\n", - "Model objective value: 0.12453728378574319\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.110895 0.383884\n", - "2 1.257597 0.000000 0.253042\n", - "3 1.554671 2.139689 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 1.257597 1.554671\n", - "2 0.110895 0.000000 2.139689\n", - "3 0.383884 0.253042 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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dIpV4enriV7/6FXbv3o3S0lIIIaDT6TBq1CgsXrwYH3/8sfKuOOo7GLpEvYCbmxt+9rOfITk5GVevXsUvfvELZGRkYMyYMZg/fz7Wr1+PiooKtcukbsAf0oh6saamJqSnp0OSJOzatQtBQUHKZgw2Ze+9uHqBqA9obm7Gvn37lIY8Dz74oBLAfn5+apdHP8CGN0R9gL29PSIjIxEZGQmDwYCcnBxIkoQ5c+Zg6NChSgAHBQVxO3IvxpkukZUzGo04cuQIdDodEhIS4OTkpATwxIkTGcAq4OMFon5ClmUcO3ZM2Q1nMpmUAJ42bRr7QfQQhi5RPyTLMs6cOaME8K1bt5SGPLNnz4atra3aJfZZDF0iQmFhoRLA5eXlSkOesLAw2NnZqV1en8LQJaI2iouLlX4QFy9exGOPPQYhBBYuXAh7e3u1y7N6DF0iuquysjIkJiZCp9Ph7NmzWLx4MeLi4hAREQEnJye1y7NKbHhDRHfl4+OD3//+9zhw4AAKCwsREhKCDRs2YPjw4YiLi8OXX36Juro6tcvsMxi6RKTw8vLCc889h7179+LSpUuIiorC559/Dh8fHzz22GPYsmULbt68qXaZVo2hS0QdGjJkCP71X/8VqampuHz5Mp588kllJ1x4eDg++ugjXL9+Xe0yrQ5Dl4juadCgQVixYgUSEhJQXl6OZ599FllZWRg3bhzCwsLwwQcf4OrVq2qXaRUsFrorVqyw1NBEpKKBAwcqz3orKyvxb//2bzh+/DjGjx+PGTNm4N1338V3332ndpm9lsVWL9TX18PFxcXcuojIyrS0tCArKwuSJCEpKQk+Pj7Kbjh/f3+1y+tRqiwZI6L+y2AwIDc3F5IkISEhAe7u7koAP/LII32+HwRDl4hUYzKZcPToUWU3nJ2dHeLi4iCEwOTJk/tkADN0iahXkGUZJ0+eVAK4ublZ6QcxY8aMPtOQh6FLRL2OLMvIz8+HTqeDJEmorq5W+kGEhIRAq7Xedt+q7Uhbv369JYcnIium0Wjw8MMP44033sDZs2eRnZ0Nb29vvPLKKxgxYgSeffZZ7NmzBy0tLWqX2q0sOtOdOHEiTp06Zfb1RNQ/lZSUKA15CgsLsWTJEgghsGjRIjg6Oqpd3j2p9nhh0qRJOHnypNnXExFdvXoViYmJkCQJp06dQkREBIQQWLx4MZydnbv1XlUNzdCduIKiyjrU6Q1wddAiwMsVj0/2xhDnn959rcdD99q1axg2bBgqKyvh5eWlfF5VVYXq6up+t2aPiLrH9evXkZycDEmScOTIEcybNw9CCDz22GMYNGiQ2ePmldViXfZF5Jy/AQBoNpiUYw5aG8gAwvw9sSrUD8E+bvccr8dD18fHB2VlZe0+P3HiBH73u9/h8OHDXR6TiOiHampqsHPnTuh0OmRnZ2P27NmIi4tDTEwMhgwZ8pPH2Xq0BPFpRdAbjOisG61GAzhobfFaZABWTvftdMweD103NzesXr263ecGgwHvvPMO9Hp9l8ckIrqb+vp67Nq1C5IkISMjA1OnToUQAsuWLWvz1/aP3Q7cQjS1mu56zo852tngtcjAToO3x1cv2NjYwNnZGS4uLm3+4+7ujrfeessStySifszFxQVPPvkkduzYgYqKCjz//PM4dOgQAgMDMWfOHKxZswaXL19uc01eWS3i04raBG7diZ2o2PISSt9ZiqrU/+3wXk2tJsSnFeHMlVqzarXITHfUqFHtviARUU9rbm5GZmYmJElCSkoKxowZo2xH/p/DNdhbeK3NI4Xvzx0GNBo0fXcScmsLPJa0/4sduP2oITxoGP62ssPJbKczXYusPi4oKLDEsEREXWJvb4+oqChERUWhtbUVOTk5kCQJs+ZHwGH5O4Bt2xdyOvnPBAA0V16EsbXqruPKMpB17gaqG5q7tKoBsNDjhe5exkFEdL/s7OywYMECbNiwAf/vk7T7fgOyBoDu5JUuX2eR0I2KirLEsERE3eLc9QZ04bezDukNJhRV1Hf5OouE7qZNmywxLBFRt6jTG7ppnNYuX2OR0PXy8oLRaERV1d2fiRARqcXVoXt+znJ16PojCouEbnJyMoYPH47p06dDCIHc3FwEBgbC398f+/bts8QtiYjuqaysDGvXrkVW4ueQDc3tjssmI2RDC2AyArIJsqEFssnY4VgOWhsEDO/623Essnrh9ddfx+HDh+Hn54fjx48jIiICu3fvxqBBg/DUU0/hxIkTlrgtEVE7xcXFSv/e4uJiREdH449PCPzppA1aDG0f7N469BVuHfpS+XdjfhYGzXoKbnPav/NRBhA3ybvL9VgkdG1tbeHn5wcAmDJlCpycnDB16lQAt7vIExFZUmFhISRJgk6nQ2VlJZYuXYr4+HiEhoYqqxb2Nxxvt07Xbc6KDgP2xzQaYK6/Z5eXiwEWCl13d3ds2rQJixYtwvbt2+Hq6oq3334bgwYN4ssqiajbybKMvLw8ZUZbX1+P2NhYvP/++5g1axZsbW3bXfN8mB8OXqhCU2vHjw8646C1xaowP7Nqtcgz3c2bN2PPnj1YvHgxioqKcPToUTQ2NuLYsWPYsmWLJW5JRP2MLMv4+uuv8corr8DPzw+xsbHQ6/X45JNPUFpairVr1yIkJKTDwAWAYB83vBYZAEe7rsXg7d4LARjv7WZW3XxdDxFZDaPRiMOHDytvGR44cKCyrXfChAlmveSyp7uMWeTxgiRJCAsLw5AhQ1BRUYGXX34Zp0+fRlBQEN59912MGjXKErcloj7IYDAgOzsbkiQhKSkJw4YNgxACe/bsQVBQ0H2Pv3K6L8Z7u2F99kVknbsBDW5vfLjjTj/duf6eWBXmZ/YM9w6LzHTHjRuHc+fOQaPRQAiBsLAwxMbGIisrC1u2bEFmZub91ExEfVxzczP27dsHnU6HlJQUjB49WpnR3vmR3hKqG5qhO3kFRRX1qNO3wtXBDgHDXRA3qZe/OSIgIABFRUUAgMmTJ7dZIhYcHIy8vLwuj0lEfVtTUxP27NkDSZKQlpaGhx56CEIIxMbGWt1fxz3eTzckJAT/+Z//icbGRoSEhCAhIQEAkJ2d3aWO7kTUt9XX1+Orr77C448/Di8vL3z44YeYOXMm8vPzcfDgQbz00ktWF7j3YpFnuuvWrUN8fDwCAwMBAO+//z6cnZ0RExODrVu3WuKWRGQl7rxmR5IkZGdnY9asWRBCYMOGDfDw8FC7PIuz+OqFuro6GI1GuLu739c4RGS9bty4gaSkpHYvlFyyZAnc3NzULq/b9fjqhR9ydXW19C2IqBcqLy9XXp1+8uRJhIeH45lnnoFOp+vXPbctHrpE1H+UlpYqu8IKCwuxZMkSvPjii1i0aBEcHR3VLq9XsFjovvXWW3j11VctNTwR9RIXLlxQ+hyUlpYiJiYGr7/+OubNm4cBAwaoXV6vY7FnuhqNBp2NTUTWSZZl5OfnKzPaqqoqLFu2DEIIhISEQKvlH9CqPtMlIusnyzJOnjypBK1er1dWHMyYMQM2NhZZfdonMXSJqEMmkwlff/21ErRarRZCCGzduhVTpkwxq88BMXSJ6AeMRiMOHjwISZKQmJgINzc3CCGQnJyMRx55hEHbDRi6RP1ca2srsrKyoNPpkJycjJEjR0IIgczMTAQEBKhdXp/D0CXqh/R6Pfbu3QtJkrBz506MGzcOQggcOXIEo0ePVru8Po2hS9RPNDY2Yvfu3ZAkCXv27EFwcDCEEPiv//oveHt3/V1fZB6GLlEfVldXh9TUVEiShMzMTDz66KMQQmDNmjUYNmyY2uX1Swxdoj6muroaKSkpkCQJBw8eREhICIQQ2LhxIwYPHqx2ef0eQ5eoD7h27ZrS5+Cbb77BggUL8PTTT+OLL75g/5NehqFLZKWuXLmChIQESJKEM2fOYPHixXjuueeQlJSEgQMHql0e3QVDl8iKXLp0SdmscOHCBURHR+Pll1/GggUL4ODgoHZ59BMwdIl6uaKiIqWhTHl5OZYuXYo333wTc+fOhZ2dndrlURcxdIl6GVmWcebMGWVGe+vWLcTGxmLNmjWYPXs2bG1t1S6R7gNDl6gXkGUZx44dgyRJSEhIgMFggBACmzZtwrRp09hQpg9h6BKpxGQy4fDhw0rQOjo6QgiBbdu2YeLEiexz0EcxdIl6kMFgQE5OjtJQZujQoRBCIC0tDUFBQQzafoChS2RhLS0t2LdvHyRJQnJyMnx9fSGEwIEDBzB27Fi1y6MextAlsoCmpiakp6dDkiTs2rULQUFBEELg9ddfxwMPPKB2eaQihi5RN2loaEBaWhp0Oh0yMjIwadIkxMXF4a9//SuGDx+udnnUSzB0ie5DbW0tdu7cCUmSkJWVhZkzZ0IIgXXr1sHT01Pt8qgXYugSdVFVVRWSkpIgSRIOHTqEefPmQQiBLVu2wM3NTe3yqJdj6BL9BBUVFUpDmePHjyM8PBy/+MUvsH37dri4uKhdHlkRhi7RXZSWlioNZQoKChAVFYXf/e53CA8Ph6Ojo9rlkZVi6BL9wMWLF5U+ByUlJYiOjsarr76K+fPnw97eXu3yqA/g3kLqcy5duoQ1a9ZgzJgxyMnJ6fRcWZaRn5+PN998E8HBwZgzZw5KS0vx9ttvo6KiAps2bUJkZCQDl7oNZ7rUZ5w5cwZvvPEGSkpKEBISgqFDh6KgoAChoaGQZVnZ7SXLMvLy8rBjxw5IkoTvv/8esbGxWLduHWbMmMGGMmRRDF2yWsePH0djYyNCQ0MBAJ6enoiPj0dgYCAA4JVXXsGIESMAoM322oaGBmzcuBHOzs747LPPMHXqVG6/pR6jkWX5rgenTJkiHz9+3LyBNRp0NjaRuWpqavDWW29hzZo1GDVqFIqLizs8b+zYsdi2bRsmTZrUZqYLoN2/ibqTRqM5IcvylI6O8ZkuWR0XFxdERkbi5s2bcHJyQlFRUZvjJpMJABAUFNTu2B0MXFILQ5d6pX379uHAgQMdHtNqtZg+fTpcXFwQFBSExMREAFD+srKxsUF5eTmGDRumvP2WIUu9BUOXepXq6moIIRAeHo6///3vKC8v7/C8O+8De/rpp7Fr1y4AaPM4y8vLC7m5uRg3bpzliybqAoYu9SoODg544403kJqaCk9PT5w7dw4A2v0+cGfmGhUVhfLycly4cEF5u4LRaISNjQ0cHR2Rn5/fs1+A6B4YutSrODo64pFHHsG0adPQ2tqqhG5HjweMRiO0Wi1CQkKQnZ2NmpoanDt3Dra2tigpKcHq1asxceLEnv4KRJ1i6FKvcmdGO3jwYPj4+ODKlSu4du1ah+fa2tri+++/x5UrV/Cb3/wGs2fPRl5eHgDA19cXK1euhLe3d4/VTvRTMHSpV/nhxoTAwEDcunVLme22trYCuL3jDACam5uxbt06jB49GkeOHEF+fj6WL1/e80UTdQFDl1RzZ2nXHXq9Hps2bcKf//xnAEBYWBiGDRuG0tJSnD59Wjnvj3/8I8rKymBvb4+XX34ZH330ER599NGeLJ3IbNyRRj3q3LlzkCQJR44cwfbt25VuXbIsY+3atTh58iTi4uIAAKdPn8YXX3yB8vJyODk5Ye/evXjooYewbds2Nb8C0X1h6JJFybKMs2fPQpIkSJKEmpoaxMbG4t///d+VZV/A7R/K/vCHP7S5dseOHYiKisJzzz2HMWPG9HTpRBbB0KVuJ8syTpw4obRIbG1thRACGzduxKOPPqos7eqIyWSCyWSCVqvFX//61x6smqhnMHSpW5hMJhw5cgSSJCEhIQH29vYQQuCrr77CpEmTfvKOMBsbm05DmcjaMXTJbAaDAQcOHIAkSUhMTMSQIUMQFxeH1NRUPPTQQ9x6S9QBhi51SUtLC/bv3w9JkpCcnIxRo0ZBCIHs7GxuuSX6CRi6dE9NTU3IyMiAJElITU1FYGAghBB47bXX4Ovrq3Z5RFaFoUsdamhowO7du6HT6ZCeno6JEydCCIH//u//xsiRI9Uuj8hqMXRJcevWLezcuROSJGH//v2YMWMGhBD44IMPMHToULXLI+oTGLr9XFVVFZKTkyFJEnJzcxEWFoa4uDhs3rwZ7u7uapdH1OcwdPuhyspKJCYmQpIkHDt2DIsWLcK//Mu/YNu2bXBxcVG7PKI+jaHbT1y+fBkJCQmQJAnffvstoqKi8PzzzyM8PBxOTk5ql0fUbzB0+7Di4mJl+21xcTGio6PxH//xH1iwYAHs7e3VLo+oX2Lo9jEFBQVK0FZWVmLZsmWIj49HaGgo7Ozs1C6PqN9j6Fo5WZaRl5cHnU4HSZLQ0NCgrDiYOXNmm/60RKQ+hq4VkmUZ33zzjTKjBQAhBLZs2YKpU6eydwFRL8bQtRJGoxGHDh1SGsq4uLhACAFJkhAcHMw+B0RWgqHbi7W2tiInJwc6nQ5JSUnw8vKCEALp6ekICgpSuzwiMgNDt5dpbm5GZmYmJElCSkoKxowZAyEEcnNz4efnp3Z5RHSfGLq9wPfff4/09HTodDqkpaXh4YcfRlxcHP785z/Dx8dH7fKIqBsxdFVSX1+PXbt2QZIkZGRkYOrUqRBC4L333oOXl5fa5RGRhTB0e1BNTQ1SUlIgSRJycnIwe/ZsCCGwYcMGeHh4qF0eEfUAhq6F3bhxA0lJScobcOfNm4fly5fjs88+g5ubm9rlEVEPY+hawNWrV5WGMqdOnUJERAR++ctfQqfTwdnZWe3yiEhFDN1uUlJSomxWKCoqwpIlS7B69WosXLgQjo6OapdHRL0EQ/c+nD9/Xgnay5cvIyYmBn/6058wb948DBgwQO3yiKgXYuh2gSzL+Pbbb5Wgra6uRmxsLN555x3MmTMHWi3/5ySizjEl7kGWZZw8eRKSJEGn06G5uRlCCPztb3/DjBkz2OeAiLqEodsBk8mEo0ePKn0O7OzsIITAF198gcmTJ7PPARGZjaH7DwaDAQcPHoQkSUhMTIS7uzuEEEhJScHDDz/MoCWibtGvQ7e1tRX79++HJElISkqCj48PhBDYv38//P391S6PiPqgfhe6er0eGRkZkCQJqamp8Pf3hxACX3/9NR588EG1yyOiPq5fhG5jYyN2794NSZKwe/duTJgwAUIIxMfHw9vbW+3yiKgf6bOhe+vWLaSmpkKSJOzbtw/Tp0+HEAJr167F0KFD1S6PiPqpPhW61dXVSElJgU6nw8GDBxEaGoq4uDh8/PHHGDx4sNrlERFZf+hWVlYqDWW++eYbLFy4ECtXrsSXX34JV1dXtcsjImqjW0O3qqEZuhNXUFRZB0/xOl7adgoBXq54fLI3hjjbd9t9ysrKkJCQAEmScPbsWURGRuK3v/0tkpOT4eTk1G33ISLqbhpZlu96cMqUKfLx48fvOUheWS3WZV9EzvkbAIBmg0k55qC1gQwgzN8Tq0L9EOzjZlahly5dUrbfXrhwAdHR0RBCYOHChbC3775AJyK6XxqN5oQsy1M6OnbfM92tR0sQn1YEvcGIjvJb/48Azii4hgPnq/BaZABWTvf9SWMXFhYqQVteXo5ly5bhL3/5C8LCwmBnZ3e/pRMR9bj7Ct3bgVuIplbTPc+VZaCp1Yj4tEIA6DB4ZVnGmTNnoNPpIEkS6urqEBsbizVr1mD27NmwtbW9n3KJiFRndujmldUiPq2oXeBW7XwX+pI8mFr1sB3oDtfpAi7B4crxplYT4tOKMN7bDeO93SDLMo4dO6bMaE0mE4QQ2Lx5M6ZNm8aGMkTUp5gduuuyL0JvMLb73HX64xiy+EVotHZorS5D5Rd/xIBhY2Dv9c/Xh+sNRryp+xreJbuRkJCAgQMHQgiBHTt2YMKECexzQER9llmhW9XQjJzzNzp8hjvA84Ef/EsDDTQw1FS0CV1ZBo6XN2Gs+1Ds2bMHQUFB5pRBRGR1zApd3YkrnR6vTl+PxrP7IBuaMWDYGDiOaf8jnoO9PXznPoGgoDHmlEBEZJXMCt2iyro2y8J+bEj4Kgxe+Bs0Xy2C/vJZaGzbrzTQG0woqqg35/ZERFbLrF+p6vSGe56jsbGFg89DMNZXof5U2l3GaTXn9kREVsus0HV16MIE2WSCoabiLuNwrS0R9S9mhW6Alyvste0vNTbWorEgB6aWJsgmI5ounUBjYQ4cfCe0O9dBa4OA4S7m3J6IyGqZ9Uw3brI3/jfzfPsDGg3qT+1Gdfp6QDZBO2go3Oc/C6exj7Y7VQYQN4m9bImofzErdD2c7RE6zhN7C6+1WTZm6zQIXivevuf1Gg0w19+zW5vgEBFZA7O3ez0f5gcHrXnbch20tlgV5nfvE4mI+hizQzfYxw2vRQbA0a5rQzja2eC1yACM93Yz99ZERFbrvhre3Gla01mXsTs0mtsz3K50GSMi6mvuu7Xjyum+GO/thvXZF5F17gY0+Gc7R+Cf/XTn+ntiVZgfZ7hE1K91y5sjxnu74W8rp6C6oRm6k1dQVFGPOn0rXB3sEDDcBXGTuvfNEURE1qrTN0doNJobAEp7rhwioj7hAVmWPTs60GnoEhFR92KHcCKiHsTQJSLqQQxdIqIexNAlIupBDF0ioh70/wGmTDQG92cWWAAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(,\n", - " {1: array([1.00000000e+00, 1.98682151e-08]),\n", - " 2: array([-0.50000007, 0.86602542]),\n", - " 3: array([-0.49999993, -0.86602544])},\n", - " {(1, 2): '-1.15', (1, 3): '-1.17', (2, 3): '-1.89'})" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import networkx\n", - "\n", - "%run ../../modelseedpy/core/mscommunity.py\n", - "modelInfo = [\"electro.community.edited.v2\",93204]\n", - "mediaInfo = [\"CO2_minimal\",93204]\n", - "model = kbase.get_from_ws(modelInfo[0],modelInfo[1])\n", - "media = kbase.get_from_ws(mediaInfo[0],mediaInfo[1])\n", - "\n", - "# simulate and visualize the model\n", - "cfba = MSCommunity(model)\n", - "cfba.drain_fluxes(media)\n", - "cfba.gapfill(media)\n", - "cfba.constrain(media)#, kinetic_coeff=2100, abundances={\"1\":0.5,\"2\":0.5})\n", - "solution = cfba.run()\n", - "cfba.compute_interactions(solution)\n", - "cfba.visualize()" - ] - }, - { - "cell_type": "markdown", - "id": "57eee1a7", - "metadata": {}, - "source": [ - "### variable kinetic coefficients" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "b830ba75", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 800\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n", - "3:bio4\n", - "\n", - "Model objective value: 0.07079560936880114\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.326093 0.486814\n", - "2 1.695546 0.000000 0.826021\n", - "3 0.000157 2.310370 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 1.695546 0.000157\n", - "2 0.326093 0.000000 2.310370\n", - "3 0.486814 0.826021 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 850\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n", - "3:bio4\n", - "\n", - "Model objective value: 0.09316851596661113\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 1.036769 0.407606\n", - "2 2.521830 0.000000 0.509923\n", - "3 0.000236 1.774988 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 2.521830 0.000236\n", - "2 1.036769 0.000000 1.774988\n", - "3 0.407606 0.509923 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 900\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n", - "3:bio4\n", - "\n", - "Model objective value: 0.09316851596661088\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.861631 0.407606\n", - "2 2.348143 0.000000 0.509923\n", - "3 0.000203 1.958571 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 2.348143 0.000203\n", - "2 0.861631 0.000000 1.958571\n", - "3 0.407606 0.509923 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 950\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n", - "3:bio4\n", - "\n", - "Model objective value: 0.09316851596661145\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.678048 0.407606\n", - "2 2.348143 0.000000 0.509923\n", - "3 0.000203 2.142155 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 2.348143 0.000203\n", - "2 0.678048 0.000000 2.142155\n", - "3 0.407606 0.509923 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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555+jqqpK7TLJghi6RCrp27cvHn30UWzbtg3nzp2DEAI6nQ7+/v5YsGABPv74Y+WsOOo6GLpEnYC7uzseeOABJCQkoLi4GL/5zW+QkpKCwYMHY/bs2Vi3bh1KS0vVLpPaAX9II+rE6urqsGPHDkiShK1btyI4OFjZjOHv7692eXQTXL1A1AXo9Xrs3LlTacgzcOBAJYCHDBmidnl0Aza8IeoCHBwcEBERgYiICBgMBmRkZECSJEybNg1eXl5KAAcHB3M7cifGmS6RlTMajThw4AB0Oh1iY2PRs2dPJYBHjx7NAFYBHy8QdROyLOPQoUPKbjiTyaQE8IQJE9gPooMwdIm6IVmWkZ2drQTwlStXlIY8oaGhsLW1VbvELouhS0TIyclRArikpERpyBMWFgZ7e3u1y+tSGLpE1ER+fr7SDyIvLw+LFi2CEAJz586Fg4OD2uVZPYYuEd1UUVER4uLioNPpcOzYMSxYsABarRbz589Hz5491S7PKrHhDRHdlJ+fH373u99h9+7dyMnJwfTp07F+/Xr4+PhAq9Xiq6++QnV1tdpldhkMXSJSeHt748knn8S3336Ls2fPIjIyEl988QX8/PywaNEifPbZZ7h06ZLaZVo1hi4RtcjDwwP/9V//haSkJBQWFuL+++9XdsKFh4fjww8/xMWLF9Uu0+owdInolnr16oVly5YhNjYWJSUleOyxx5CWloZhw4YhLCwM7777LoqLi9Uu0ypYLHSXLVtmqaGJSEXOzs7Ks96ysjL8/ve/x+HDhzFy5EhMnjwZb775Jn788Ue1y+y0LLZ6oaamBq6urubWRURWpqGhAWlpaZAkCfHx8fDz81N2wwUGBqpdXodSZckYEXVfBoMBe/fuhSRJiI2NRe/evZUAvueee7p8PwiGLhGpxmQy4bvvvlN2w9nb20Or1UIIgbFjx3bJAGboElGnIMsyMjMzlQDW6/VKP4jJkyd3mYY8DF0i6nRkWcaJEyeg0+kgSRIqKyuVfhDTp0+HnZ31tvtWbUfaunXrLDk8EVkxjUaDESNG4NVXX8WxY8eQnp4OX19f/PGPf8Rdd92Fxx57DNu3b0dDQ4PapbYri850R48ejaysLLM/T0TdU0FBgdKQJycnBwsXLoQQAvPmzYOTk5Pa5d2Sao8XxowZg8zMTLM/T0RUXFyMuLg4SJKErKwszJ8/H0IILFiwAC4uLu16r4paPXRHziO3rBrV9Qa4OdohyNsN9471hYfL7Xdf6/DQvXDhAvr164eysjJ4e3srr1dUVKCysrLbrdkjovZx8eJFJCQkQJIkHDhwALNmzYIQAosWLUKvXr3MHvdoURXWpuch43Q5AEBvMCnXHO1sIAMIC+yLFTOGIMTP/ZbjdXjo+vn5oaioqNnrR44cwW9/+1vs37+/zWMSEd3o8uXL2LJlC3Q6HdLT0xEaGgqtVovo6Gh4eHjc9jibvivAquRc1BuMaK0brUYDONrZ4sWIICyfFNDqmB0euu7u7li5cmWz1w0GA1avXo36+vo2j0lEdDM1NTXYunUrJElCSkoKxo8fDyEElixZ0uS/tn/pWuDmoK7RdNP3/JKTvQ1ejBjeavB2+OoFGxsbuLi4wNXVtck/vXv3xuuvv26JWxJRN+bq6or7778f33zzDUpLS/H0009j3759GD58OKZNm4Y1a9agsLCwyWeOFlVhVXJuk8CtPrIFpZ89h3OrF6Mi6Z8t3quu0YRVybnIPl9lVq0Wmen6+/s3+4JERB1Nr9cjNTUVkiQhMTERgwcPVrYj/33/ZXybc6HJI4WfTu0HNBrU/ZgJubEBngub/xc7cO1RQ3hwP7y/vMXJbKszXYusPj558qQlhiUiahMHBwdERkYiMjISjY2NyMjIgCRJmDp7PhyXrgZsmx7I2TNwCgBAX5YHY2PFTceVZSDtVDkqa/VtWtUAWOjxQnsv4yAiulP29vaYM2cO1q9fj1c+Tb7jE5A1AHSZ59v8OYuEbmRkpCWGJSJqF6cu1qINv521qN5gQm5pTZs/Z5HQ/eSTTywxLBFRu6iuN7TTOI1t/oxFQre1JRpERGpzc2yfn7PcHNv+iMIioXvlyhW88MILCA4OhqurKzw9PTFx4kR89tlnlrgdEdFtKSoqwttvv420uC8gG/TNrssmI2RDA2AyArIJsqEBssnY4liOdjYI8mn76TgWWb2wbNkyCCGwbds2xMXF4aeffsL999+P1157DWfOnMGqVasscVsiomby8/OV/r35+fmIiorCn+8TeDnTBg2Gpg92r+z7N67s+0r5++qJNPSa+iu4T2t+5qMMQDvGt831WGSd7siRI5Gdna38PX78eBw6dAgAEBgYiFOnTrV5TCKi25WTkwNJkqDT6VBWVobFixdDq9VixowZyqqFxz8/3Gyd7u3qdOt0XV1dkZ6ejrCwMMTFxcHLy+vnG1pxY2Ii6pxkWcbRo0eVGW1NTQ1iYmLwzjvvYOrUqbC1tW32mafDhmDPmQrUNbb8+KA1jna2WBE2xKxaLZKAH3zwAR555BGcOnUKI0eOxIYNGwBc6zL21FNPWeKWRNTNyLKMgwcPKkEryzKEEPj0008xfvz4Wx79E+LnjhcjgszsvRCEkb7uZtXN43qIyGoYjUbs379fOWXY2dlZ2dY7atQosw657OguYxaZ6f7jH/+AEAKDBw9u8vpPP/2E1NRUREVFWeK2RNQFGQwGpKenQ5IkxMfHo1+/fhBCYPv27QgODr7j8ZdPCsBIX3esS89D2qlyaHBt48N11/vpzgzsixVhQ8ye4V5nkZnuiBEjcPz4ceXv+Ph4LF68GAAQEhKCo0ePtnlMIuo+9Ho9du7cCZ1Oh8TERAwaNEiZ0Q4ZYt6z1NtRWauHLvM8cktrUF3fCDdHewT5uEI7pv1OjrDITLdHjx5N/v7zn/+shG5XOWKZiNpXXV0dtm/fDkmSkJycjLvvvhtCCLz66qvw9/fvkBo8XBzwxPTBt37jHbBI6Do5OSEzMxNjxozB3r17UV5ejgMHDsDFxeWOm0wQUdfxy+bj48aNgxACq1evho+Pj9rlWYRFQvfNN99EdHQ0evTogUGDBmHr1q14+OGHYTKZ8PHHH1vilkRkJa4fsyNJEtLT0zF16lQIIbB+/Xp4enqqXZ7FWXT1wqVLl9CnTx+zP09EXUN5eTni4+ObHSi5cOFCuLu7q11eu+vwZ7rXMXCJuq+SkhLl6PTMzEyEh4fj4Ycfhk6n69Y9t7k9jIjazblz55TNCjk5OVi4cCGeffZZzJs3D05OTmqX1ylYLHRff/11vPDCC5Yanog6iTNnzih9Ds6dO4fo6Gi89NJLmDVrVrOVTGTBZ7oajQatjU1E1kmWZZw4cUKZ0VZUVGDJkiUQQmD69OnsrwIVn+kSUdcgyzIyMzOVoK2vr1dWHEyePJnr79uAoUtELTKZTPj++++VoLWzs4MQAps2bcK4cePM6nNADF0iuoHRaMSePXsgSRLi4uLg7u4OIQQSEhJwzz33MGjbAUOXqJtrbGxEWloadDodEhIS0L9/fwghkJqaiqCgILXL63IYukTdUH19Pb799ltIkoQtW7Zg2LBhEELgwIEDGDRokNrldWkMXaJu4urVq9i2bRskScL27dsREhICIQT+93//F76+bT/ri8zD0CXqwqqrq5GUlARJkpCamoqJEydCCIE1a9agX79+apfXLTF0ibqYyspKJCYmQpIk7NmzB9OnT4cQAh999BG35ncCDF2iLuDChQtKn4ODBw9izpw5+PWvf40vv/wSbm5uapdHN2DoElmp8+fPIzY2FpIkITs7GwsWLMCTTz6J+Ph4ODs7q10e3QRDl8iKnD17VtmscObMGURFReEPf/gD5syZA0dHR7XLo9vA0CXq5HJzc5WGMiUlJVi8eDFee+01zJw5kyexWCGGLlEnI8sysrOzlRntlStXEBMTgzVr1iA0NBS2trZql0h3gKFL1AnIsoxDhw5BkiTExsbCYDBACIFPPvkEEyZMYEOZLoShS6QSk8mE/fv3K0Hr5OQEIQQ2b96M0aNHs89BF8XQJepABoMBGRkZSkMZLy8vCCGQnJyM4OBgBm03wNAlsrCGhgbs3LkTkiQhISEBAQEBEEJg9+7dGDp0qNrlUQdj6BJZQF1dHXbs2AFJkrB161YEBwdDCIGXXnoJAwYMULs8UhFDl6id1NbWIjk5GTqdDikpKRgzZgy0Wi3+8Y9/wMfHR+3yqJNg6BLdgaqqKmzZsgWSJCEtLQ1TpkyBEAJr165F37591S6POiGGLlEbVVRUID4+HpIkYd++fZg1axaEEPjss8/g7u6udnnUyTF0iW5DaWmp0lDm8OHDCA8Px29+8xt8/fXXcHV1Vbs8siIMXaKbOHfunNJQ5uTJk4iMjMRvf/tbhIeHw8nJSe3yyEoxdIlukJeXp/Q5KCgoQFRUFF544QXMnj0bDg4OapdHXQBDl7qs4uJibNmyBU5OTnjwwQdb3HggyzJOnjyp9Dm4ePEilixZgr/97W+YMWMG7Oz4fxFqX/w3iroUg8GA9evXQ5IkZZvt888/3yxwjUYjPv30U7z55pv46aefEBMTg7Vr12Ly5MlsKEMWxdAlq3f8+HGYTCaMGDECdnZ2cHJywksvvYTZs2dj7dq1yM7OBnBtVns9fGVZxj333IONGzdi/Pjx3H5LHYahS1arsrIS//3f/420tDRMmDABAwcOxN///nc8+uijAK41lNHr9coyrhuD1c7ODhMnTlSjbOrm2C+OrMbZs2fx1ltvob6+Xvk7Pz8fBQUFWLduHVJTU/H9998DuBa4NjY2OHr0qNLfQJZl1Wonuo6hS1bBZDJh/fr1ePXVV3Hq1CkA144XDwoKQlVVFTw9PbFgwQLs2rULlZWVSv9ZFxcXHD9+HABDlzoHhi51erIsw8bGBiUlJRg9erTyjPbixYvw8PBAZWUlACA0NBSFhYW4cOECAKCxsREDBgxQHi+wETh1Bvy3kDqFlJQU3H///XjttddQWlra5JpGo8HOnTsRGhqKBx54ANu3bwcAhISEoKKiAufOnQMATJgwAefPn1ee3drb2+Pw4cMIDAzs2C9D1AqGLqmuoKAA7733HmbNmoXy8nK88sorSpAajUYA11olFhUV4bHHHkNFRQXy8vLQv39/eHp64tChQ2hoaECfPn1QVFSEy5cvK2M7OjrysQJ1Kly9QKrbu3cvGhoa8Pjjj6O0tBQffvghPv/8c/zP//yPsmY2LS0NDzzwAPbs2YNTp07h7rvvxubNm/HQQw/h+eefh16vh6OjIwIDAzFs2DBl7I0bN6r1tYhaxNAl1fn7+8PZ2RmyLMPHxwejRo1CUlISiouL0b9/fwDAiRMnMGnSJEybNg0TJ06EnZ0dFi9eDAB44403sGHDBpw+fRq///3v4enpqeK3IWodQ5dU16dPH/Tu3RtZWVkYM2YMBgwYABcXF2RnZyuhu27dOri4uMDLywvV1dWYM2cOzpw5g6FDh2L48OFYvXq1yt+C6PbwmS51qFOnTmHLli24evWq8pq/vz+8vLyQkZEBAPDw8MClS5eU0xaqqqowaNAgeHl5wWg0ws3NDZs3b+b5YmSVGLpkUbIsIzs7G6+88gpGjBiBWbNmYe/evU1aI7q5uWH69On44osvAAB+fn44efIkfHx88P777yMhIQF6vR4AYGtrC1mWMXDgQFW+D9Gd4uMFaneyLOPIkSNKi8TGxkYIIfDRRx9h4sSJLa6XnT9/Pr7++msIIfD999/j3nvvhaenJx566KFmvWvZJ4GsGUOX2oXJZMKBAwcgSRJiY2Ph4OAAIQT+/e9/Y8yYMbcVlB988AGysrLg4eGBwYMHAwCbhVOXw9AlsxkMBuzevRuSJCEuLg4eHh7QarVISkrC3Xff3eYZqb29PSZMmGChaok6B4YutUlDQwN27doFSZKQkJAAf39/CCGQnp7eZH0sEbWMoUu3VFdXh5SUFEiShKSkJAwfPhxCCLz44osICAhQuzwiq8LQpRbV1tZi27Zt0Ol02LFjB0aPHg0hBN544w1l7SwRtR1DlxRXrlzBli1bIEkSdu3ahcmTJ0MIgXfffRdeXl5ql0fUJTB0u7mKigokJCRAkiTs3bsXYWFh0Gq12LBhA3r37q12eURdDkO3GyorK0NcXBwkScKhQ4cwb948PPjgg9i8eTNcXV3VLo+oS2PodhOFhYWIjY2FJEk4fvw4IiMj8fTTTyM8PBw9e/ZUuzyiboOh24Xl5+dDkiRIkoT8/HxERUXh+eefx5w5c+Dg4KB2eUTdEkO3izl58qQStGVlZViyZAlWrVqFGTNmwN7eXu3yiLo9hq6Vk2UZR48ehU6ngyRJqK2tVVYcTJkyRWkCTkSdA0PXCsmyjIMHDyozWgAQQuCzzz7D+PHjeQAjUSfG0LUSRqMR+/btUxrKuLq6QggBSZIQEhLCzltEVoKh24k1NjYiIyMDOp0O8fHx8Pb2hhACO3bsQHBwsNrlEZEZGLqdjF6vR2pqKiRJQmJiIgYPHgwhBPbu3YshQ4aoXR4R3SGGbifw008/YceOHdDpdEhOTsaIESOg1Wrxl7/8BX5+fmqXR0TtiKGrkpqaGmzduhWSJCElJQXjx4+HEAJvvfUWvL291S6PiCyEoduBLl++jMTEREiShIyMDISGhkIIgfXr1/PYcKJugqFrYeXl5YiPj4ckSThw4ABmzZqFpUuXYuPGjXB3d1e7PCLqYAxdCyguLlYaymRlZWH+/Pl45JFHoNPp4OLionZ5RKQihm47KSgoUDYr5ObmYuHChVi5ciXmzp3LwxWJSMHQvQOnT59WgrawsBDR0dF4+eWXMWvWLPTo0UPt8oioE2LotoEsyzh+/LgStJWVlYiJicHq1asxbdo02Nnxf04iah1T4hZkWUZmZiYkSYJOp4Ner4cQAu+//z4mT57MPgdE1CYM3RaYTCZ89913Sp8De3t7CCHw5ZdfYuzYsexzQERmY+j+h8FgwJ49eyBJEuLi4tC7d28IIZCYmIgRI0YwaImoXXTr0G1sbMSuXbsgSRLi4+Ph5+cHIQR27dqFwMBAtcsjoi6o24VufX09UlJSIEkSkpKSEBgYCCEEvv/+ewwcOFDt8oioi+sWoXv16lVs27YNkiRh27ZtGDVqFIQQWLVqFXx9fdUuj4i6kS4buleuXEFSUhIkScLOnTsxadIkCCHw9ttvw8vLS+3yiKib6lKhW1lZicTEROh0OuzZswczZsyAVqvFxx9/jD59+qhdHhGR9YduWVmZ0lDm4MGDmDt3LpYvX46vvvoKbm5uapdHRNREu4ZuRa0euiPnkVtWjb7iJTy3OQtB3m64d6wvPFwc2u0+RUVFiI2NhSRJOHbsGCIiIvDUU08hISEBPXv2bLf7EBG1N40syze9OG7cOPnw4cO3HORoURXWpuch43Q5AEBvMCnXHO1sIAMIC+yLFTOGIMTP3axCz549q2y/PXPmDKKioiCEwNy5c+Hg0H6BTkR0pzQazRFZlse1dO2OZ7qbvivAquRc1BuMaCm/6/8TwCknL2D36Qq8GBGE5ZMCbmvsnJwcJWhLSkqwZMkS/PWvf0VYWBjs7e3vtHQiog53R6F7LXBzUNdouuV7ZRmoazRiVXIOALQYvLIsIzs7GzqdDpIkobq6GjExMVizZg1CQ0Nha2t7J+USEanO7NA9WlSFVcm5zQK3YsubqC84ClNjPWyde8NtkoBrSLhyva7RhFXJuRjp646Rvu6QZRmHDh1SZrQmkwlCCGzYsAETJkxgQxki6lLMDt216XmoNxibve426V54LHgWGjt7NFYWoezLP6NHv8Fw8P75+PB6gxGv6b6Hb8E2xMbGwtnZGUIIfPPNNxg1ahT7HBBRl2VW6FbU6pFxurzFZ7g9+g644S8NNNDAcLm0SejKMnC4pA5De3th+/btCA4ONqcMIiKrY1bo6o6cb/V65Y51uHpsJ2SDHj36DYbT4OY/4jk6OCBg5n0IDh5sTglERFbJrNDNLatusizslzzCV6DP3CegL85FfeExaGybrzSoN5iQW1pjzu2JiKyWWb9SVdcbbvkejY0tHP3uhrGmAjVZyTcZp9Gc2xMRWS2zQtfNsQ0TZJMJhsulNxmHa22JqHsxK3SDvN3gYNf8o8arVbh6MgOmhjrIJiPqzh7B1ZwMOAaMavZeRzsbBPm4mnN7IiKrZdYzXe1YX/wz9XTzCxoNarK2oXLHOkA2wa6XF3rPfgw9h05s9lYZgHYMe9kSUfdiVuh6ujhgxrC++DbnQpNlY7Y9e8F72d9u+XmNBpgZ2Lddm+AQEVkDs7d7PR02BI525m3LdbSzxYqwIbd+IxFRF2N26Ib4uePFiCA42bdtCCd7G7wYEYSRvu7m3pqIyGrdUcOb601rWusydp1Gc22G25YuY0REXc0dt3ZcPikAI33dsS49D2mnyqHBz+0cgZ/76c4M7IsVYUM4wyWibq1dTo4Y6euO95ePQ2WtHrrM88gtrUF1fSPcHO0R5OMK7Zj2PTmCiMhatXpyhEajKQdwruPKISLqEgbIsty3pQuthi4REbUvdggnIupADF0iog7E0CUi6kAMXSKiDsTQJSLqQP8Px6hdOLCJi7wAAAAASUVORK5CYII=\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 1000\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n", - "3:bio4\n", - "\n", - "Model objective value: 0.09316851596661214\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.494464 0.407606\n", - "2 2.348143 0.000000 0.509923\n", - "3 0.000203 2.325738 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 2.348143 0.000203\n", - "2 0.494464 0.000000 2.325738\n", - "3 0.407606 0.509923 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 1050\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n", - "3:bio4\n", - "\n", - "Model objective value: 0.09316851596661185\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.310881 0.407606\n", - "2 2.348143 0.000000 0.509923\n", - "3 0.000203 2.509321 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 2.348143 0.000203\n", - "2 0.310881 0.000000 2.509321\n", - "3 0.407606 0.509923 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 1100\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n", - "3:bio4\n", - "\n", - "Model objective value: 0.09316851596661162\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.127298 0.407606\n", - "2 2.348143 0.000000 0.509923\n", - "3 0.000203 2.692905 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 2.348143 0.000203\n", - "2 0.127298 0.000000 2.692905\n", - "3 0.407606 0.509923 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 1150\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n", - "3:bio4\n", - "\n", - "Model objective value: 0.0931685159666116\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.068854 0.371927\n", - "2 2.348143 0.000000 0.509923\n", - "3 0.000203 2.751349 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 2.348143 0.000203\n", - "2 0.068854 0.000000 2.751349\n", - "3 0.371927 0.509923 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 1200\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n", - "3:bio4\n", - "\n", - "Model objective value: 0.09316851596661124\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.068854 0.368134\n", - "2 2.348132 0.000000 0.509923\n", - "3 0.000215 2.921628 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 2.348132 0.000215\n", - "2 0.068854 0.000000 2.921628\n", - "3 0.368134 0.509923 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 1250\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n", - "3:bio4\n", - "\n", - "Model objective value: 0.09316851596661097\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.068854 0.124986\n", - "2 2.354656 0.000000 0.753070\n", - "3 0.000213 3.105211 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 2.354656 0.000213\n", - "2 0.068854 0.000000 3.105211\n", - "3 0.124986 0.753070 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 1300\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n", - "3:bio4\n", - "\n", - "Model objective value: 0.0931685159666113\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.040787 0.017822\n", - "2 2.354656 0.000000 0.774341\n", - "3 0.030475 3.120350 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 2.354656 0.030475\n", - "2 0.040787 0.000000 3.120350\n", - "3 0.017822 0.774341 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Kinetic coefficient: 1350\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n", - "3:bio4\n", - "\n", - "Model objective value: 0.09316851596661108\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.040787 0.017822\n", - "2 2.354656 0.000000 0.774341\n", - "3 0.214058 3.120350 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 2.354656 0.214058\n", - "2 0.040787 0.000000 3.120350\n", - "3 0.017822 0.774341 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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LOXPm4Pvvv0dlZaXSZZIJMXSJFOLi4oIlS5YgISEBRUVFEAQBWq0W/fr1w6xZs7Bx40aUl5crXSa1MoYuUTvg6OiIhQsXIiYmBiUlJXjxxReRnJwMT09PTJ06FRs2bEBpaanSZVIr4IM0onastrYWSUlJEEURu3btgo+Pj7wYo1+/fkqXR/fAtxeIOoD6+nqkpqbKDXkef/xxOYC9vLyULo/uwIY3RB2AjY0NgoKCEBQUBJ1Oh4yMDIiiiEmTJqFXr15yAPv4+HA5cjvGmS6RmdPr9Thw4AC0Wi0iIyPRpUsXOYBHjhzJAFYAby8QdRKSJCErK0teDWcwGOQAHjNmDPtBtBGGLlEnJEkSjh8/LgfwjRs35IY8EydOhKWlpdIldlgMXSJCbm6uHMCXLl2SG/L4+/vDyspK6fI6FIYuETVRWFgo94MoKCjAM888A0EQMH36dNjY2Chdntlj6BLRPRUXFyMqKgparRYnTpzArFmzoNFoMHPmTHTp0kXp8swSG94Q0T25u7vjT3/6E/bs2YPc3Fz4+fkhIiICffr0gUajwbZt23Dz5k2ly+wwGLpEJHN1dcUrr7yCn3/+GWfPnsXs2bPxww8/wN3dHc888ww2bdqEa9euKV2mWWPoElGznJ2d8dJLLyEuLg4XLlzAc889J6+ECwwMxJdffokrV64oXabZYegS0QN1794d8+fPR2RkJC5duoSXX34ZaWlpGDRoEPz9/fHZZ5+hpKRE6TLNgslCd/78+aYamogU1LVrV/leb1lZGf785z/jyJEjGDZsGMaNG4dPPvkE586dU7rMdstkby9UVVXB3t7e2LqIyMw0NDQgLS0NoigiOjoa7u7u8mq4wYMHK11em1LklTEi6rx0Oh0yMzMhiiIiIyPRo0cPOYCHDh3a4ftBMHSJSDEGgwEHDx6UV8NZWVlBo9FAEASMHj26QwYwQ5eI2gVJkpCTkyMHcH19vdwPYty4cR2mIQ9Dl4jaHUmScOrUKWi1WoiiiIqKCrkfhJ+fH9Rq8233rdiKtA0bNphyeCIyYyqVCkOGDMGHH36IEydOID09HW5ubnjrrbfw2GOP4eWXX0ZiYiIaGhqULrVVmXSmO3LkSBw9etTo7xNR53T+/Hm5IU9ubi6Cg4MhCAJmzJgBOzs7pct7IMVuL4waNQo5OTlGf5+IqKSkBFFRURBFEUePHsXMmTMhCAJmzZqFbt26teq1yqvroc2+iLyym7hZp4ODrRrerg54drQbnLs9fPe1Ng/dl19+Ge+99x6sra3h6uoqf37w4EGcPXsWzz//fIvHJCK6cuUKYmJiIIoiDhw4gICAAAiCgGeeeQbdu3c3etxjxZVYn16AjPyrAIB6nUE+Zqu2gATAf7ALlk72wnB3xweO1+ah6+zsDCcnJ4iiiGHDhsmf37hxA35+fjh27FiLxyQiutP169exc+dOaLVapKenY+LEidBoNAgNDYWzs/NDj7Pl4HmsiM9DnU6P+3WjVakAW7Ul3g3yxoKxHvcds80fpPXv3x/ff/89BEFAWlqa/Pmj/JeIiOhOPXr0wKJFixAbG4uSkhIsWrQICQkJGDBgAKZNm4aIiAiUlZXdd4xbgZuL2sb7By4ASBJQ26jHivhcbDl43ui6TRK6kiRh7NixSExMxGuvvYZPPvkElZWVSExM5NJgImp19vb2eO6557Bjxw6UlpZi2bJl2LdvH5544glMmjQJa9aswYULF5p851hxJVbE56G28d+3Em5m70TppjdQ9PEclMf9s9lr1TYasCI+D8cvVhpVq0lC9/Z+S56ensjMzER+fj6GDh2KDz/8EBEREaa4JBERAKBLly4ICwvDli1bUFZWhrfffhvHjx/HqFGj8PTTT2PVqlUoLCzE+vQC1On0Tb6r7uaM7uPnoduw6fe9Rp1Ojw3pBUbVx8URRNQpNDY2IiMjA6IoIiohBbZzPwYsm9+Q8/qe76G/WY6ewW/eczwbtQX2/zWg2bcauF0PEXV6VlZW8r3eD76Nf+QdkFUAtDkXW/w9k4Tu7NmzTTEsEVGr+PVKNe64lWuUOp0BeaVVLf6eSUL366+/NsWwRESt4madrpXGaWzxd0wSur179zbFsERErcLBtnWa6TjYtvwWhUlCd9KkSSgsLLzr8+rqaixZssQUlyQieqDi4mKsXbsWaVE/QNLV33VcMugh6RoAgx6QDJB0DZAM+mZGurVSzbtPy1+BNUnoVlVVwdPTU/578eLFAIBu3bqBb0MQUVsqLCzEqlWr8PTTT2PkyJE4duwY/jZvCmxs726cc2Pfj7jwSThuHtSi5lQaLnwSjhv7fmx2XAmAZpRbi+sxScNKSZIgSRJUKhUkSUJ8fLz8NxGRqeXm5kIURWi1WpSVlWHOnDlYsWIFJk+eLL+1sLv6CH7OvdxkJZrjpPlwnPTgTXVVKmDKYJcWNcG5zSShO3z4cLz11lsICQnB9u3b8eSTT2LZsmWws7PDoEGDTHFJIurEJEnCsWPH5B0pqqqqEB4ejk8//RQTJkyApaXlXd9Z5u+FvWfKUdvY/O2D+7FVW2Kpv5dRtZrk9kJERARUKhU+/vhj+Pr6YteuXXj88cfRu3dvbNq0yRSXJKJORpIkHDp0CG+99Ra8vLwQHh6Ouro6fPvttygqKsLatWvh5+fXbOACwHB3R7wb5A07q5bFoJ2VBd4N8sYwN0ej6uaKNCIyG3q9Hvv375d3Ge7atau8y/CIESOMuoXZ1l3GTHJ74Z133sGf/vQnuLq64vr164iNjW1y/IUXXjDFZYmoA9LpdEhPT4coioiOjkbv3r0hCAISExPh4+PzyOMvGOuBYW6O2JBegLRfr0KFWwsfbrvdT3fKYBcs9fcyeoZ7m0lmukOGDMHJkycB3Frv7OHhgfDwcKhUKvz444+4cuWK0QUTUcdXX1+P1NRUaLVaxMbGYsCAAfKM1svLuHupD6Oiuh7anIvIK63CzbpGONhawbuPPTSjWm/nCJPMdO9c02xlZQUXFxd89tlnAIDMzExTXJKIzFxtbS0SExMhiiLi4+Px5JNPQhAEfPjhh+jXr1+b1ODczQZ/9PN88ImPwCSh6+TkhKioKISGhmLjxo18Y4GImlVVVYVdu3ZBFEUkJyfD19cXgiDg448/Rp8+fZQuzyRMEroRERF48cUX8dJLL2H06NHYvHmzfOy1114zxSWJyEzc3mZHFEWkp6djwoQJEAQBERER6Nmzp9LlmRzfXiAik7t69Sqio6Pv2lAyODgYjo6OSpfX6tr8ni4R0aVLl+St03NychAYGIjFixdDq9W2+tbp5oShS0StpqioSF4Vlpubi+DgYLz++uuYMWMG7Ozu7nXQGZksdP/xj3/gnXfeMdXwRNROnDlzRu5zUFRUhNDQULz33nsICAiAtbW10uW1Oya7p3u72Q0RdSySJOHUqVPyjLa8vBxhYWEQBAF+fn5Qq/k/0LynS0SPRJIk5OTkyEFbV1cnv3Ewbtw4WFhwu8WHxdAlomYZDAYcOnRIDlq1Wg1BELBlyxb4+vqyVauRGLpEJNPr9di7d++tbcqjouDo6AhBEBATE4OhQ4cyaFsBQ5eok2tsbERaWhq0Wi1iYmLQt29fCIKAlJQUeHt7K11eh8PQJeqE6urq8PPPP0MURezcuRODBg2CIAg4cOAABgwYoHR5HRpDl6iTqKmpQUJCAkRRRGJiIoYPHw5BEPC///u/cHNr+V5fZByGLlEHdvPmTcTFxUEURaSkpODpp5+GIAhYs2YNevfurXR5nRJDl6iDqaioQGxsLERRxN69e+Hn5wdBEPDVV1/ByclJ6fI6PYYuUQdw+fJluc/B4cOHMW3aNDz//PPYunUrHBwclC6P7sDQJTJTFy9eRGRkJERRxPHjxzFr1iy88soriI6ORteuXZUuj+6BoUtkRs6ePSsvVjhz5gxCQkLwX//1X5g2bRpsbW2VLo8eAkOXqJ3Ly8uTG8pcunQJc+bMwUcffYQpU6Y02RqLzANDl6idkSQJx48fl2e0N27cQHh4ONasWYOJEyfC0tJS6RLpETB0idoBSZKQlZUFURQRGRkJnU4HQRDw9ddfY8yYMWwo04EwdIkUYjAYsH//fjlo7ezsIAgCtm/fjpEjR7LPQQfF0CVqQzqdDhkZGXJDmV69ekEQBMTHx8PHx4dB2wkwdIlMrKGhAampqRBFETExMfDw8IAgCNizZw8GDhyodHnUxhi6RCZQW1uLpKQkiKKIXbt2wcfHB4Ig4L333kP//v2VLo8UxNAlaiXV1dWIj4+HVqtFcnIyRo0aBY1Gg1WrVqFPnz5Kl0ftBEOX6BFUVlZi586dEEURaWlpGD9+PARBwPr16+Hi4qJ0edQOMXSJWqi8vBzR0dEQRRH79u1DQEAABEHApk2b4OjoqHR51M4xdIkeQmlpqdxQ5siRIwgMDMSLL76In376Cfb29kqXR2aEoUt0D0VFRXJDmdOnT2P27NlYvnw5AgMDYWdnp3R5ZKYYutShlZeXY+vWrcjKysLatWsf2E+2oKBA7nNw/vx5hISE4J133sHUqVNhY2PTRlVTR8bQpQ6rvr4eixYtgpOTE4KCgmBjYwNJkposQJAkCbm5udBqtRBFEVeuXEFYWBhWrlyJyZMnQ63mvyLUuvhPFHUIZ8+eRUJCAoKDg+X3YL/44gv4+vrio48+anLuncFbXV2NlStXwsnJCevXr8e4cePYUIZMiqFLZm/VqlXYunUrRowYgaKiIgwaNAhLlixBY2MjysvLUVhYiHXr1mHo0KFYuHBhk3aI3bp1w+bNm7n8ltoMWxeRWcnOzkZ2djaAWw1jSkpKkJ+fj23btmHTpk3QaDT4+9//DgAYOHAgSkpK8P7772PAgAFITEzEhx9+iCtXrsjjqVQqBi61KYYumYWysjK88MILGDt2LH73u98BACwsLNClSxccOnQI3bt3BwB4eHiguLgYhw4dgoeHB06cOIGAgAAsX74cb7/9Nqqrq3H48GEAt24zELU1hi6ZBScnJzz77LOoqanB9evXcfnyZQBAjx49MHLkSKxcuRI7duzAF198AR8fHyQlJWHYsGEIDQ3FqVOnAABeXl4oKyuDu7s7AHCGS4pg6FK7kZSUhL/97W84e/bsXcesra0REBAAa2trjBw5Et999518bPXq1ZgwYQK+++47eHp6YtWqVUhISAAAvPHGG8jMzMSnn36KF198EQDg4+PTJr+HqDkMXWoXVq9ejRUrVkCSJCxfvhyxsbEAmt4CuL0gYfHixdi6dSuAW/1pXVxcMG/ePOzcuRPPP/88rl+/jlmzZqG+vh79+/fHtm3bUFlZCY1Ggx9++IH7ipGiVPe7r+Xr6ysdOXLEuIFVKt4zo4ei1+vxxz/+EXPmzEFwcDDWrVuH1NRU/PTTT80GpE6ng5OTE86dOwdnZ2cAQE1NDcrKyrBz505ER0dj5cqVGDt27F3v5RK1BZVKlS1Jkm9zxzjTJcWVlZXB0tJSXi22cOFCVFdX4+jRo3edq9PpoFar4efnh7i4OOh0OpSWlkKv1+Ozzz5DZmYmPvjgAwYutVsMXVLcY489hoqKCly7dg16vR7du3eHu7s7cnJympyn1+uhVqtRU1ODmpoavPTSSxgzZgxyc3Ph4OCANWvWQKvVYsqUKQD4oIzaJ4YuKU6lUsHX1xdZWVm4du0aAGDUqFFISUmRz8nPz4elpSWqqqrw3//93xg4cCAOHDiAnJwcBAQEKFU6UYsxdKlNGQyGJn/X1NRgx44dOHLkiLzFDQAMGjSoSYOZJUuW4MaNG7C3t8c///lPfPnll3j66afbtHai1sBlwGRSkiThxIkTEEURGRkZSExMhK2trXxs3bp1OHr0KObNm4euXbti9erVyMjIQFpaGjZu3CiPs2fPHqV+AlGrYuhSq5MkCdnZ2XKLxMbGRgiCgP/7v/9rMntVqVT461//2uS79vb2OHnyJP7yl7/A29u7rUsnMjmGLrUKg8GAAwcOQBRFREZGwsbGBoIg4Mcff8SoUaPu+1BLkiT5IdmkSZMwadKkNqycqG0xdMloOp0Oe/bsgSiKiIqKgrOzMzQaDeLi4vDkk08+9NsDKpWKfWup0+A/6dQiDQ0N2L17N0RRRExMDPr16wdBEJCeno5BgwYpXR5Ru8fQpQeqra1FcnIyRFFEXFwcnnjiCQiCgHfffRceHh5Kl0dkVhi61Kzq6mokJCRAq9UiKSkJI0eOlB+G9e3bV+nyiMwWQ5dkN27cwM6dOyGKInbv3o1x48ZBEAR89tln6NWrl9LlEXUIDN1Orry8HDExMRBFEZmZmfD394dGo8E333yDHj16KF0eUYfD0O2EysrKEBUVBVEUkZWVhRkzZmDRokXYvn077O3tlS6PqENj6HYSFy5cQGRkJERRxMmTJzF79mwsW7YMgYGB6NKli9LlEXUaDN0OrLCwEKIoQhRFFBYWIiQkBG+//TamTZvWZGUYEbUdhm4Hc/r0aTloy8rKEBYWhhUrVmDy5MncMYGoHWDomjlJknDs2DFotVqIoojq6mr5jYPx48fD0tJS6RKJ6A4MXTMkSRIOHz4sz2gBQBAEbNq0CU899RQsLNixk6i9YuiaCb1ej3379skNZezt7SEIAkRRxPDhw7lLApGZYOi2Y42NjcjIyIBWq0V0dDRcXV0hCAKSkpK4jTiRmWLotjP19fVISUmBKIqIjY2Fp6cnBEFAZmYmvLy8lC6PiB4RQ7cd+O2335CUlAStVov4+HgMGTIEGo0G//M//wN3d3elyyOiVsTQVUhVVRV27doFURSRnJyMp556CoIgYPXq1XB1dVW6PCIyEYZuG7p+/TpiY2Pl/cImTpwIQRAQERGBnj17Kl0eEbUBhq6JXb16FdHR0RBFEQcOHEBAQADmzp2L7777Do6OjkqXR0RtjKFrAiUlJXJDmaNHj2LmzJn4/e9/D61Wi27duildHhEpiKHbSs6fPy8vVsjLy0NwcDDefPNNTJ8+HXZ2dkqXR0TtBEP3EeTn58tBe+HCBYSGhuL9999HQEAArK2tlS6PiNohhm4LSJKEkydPykFbUVGB8PBwfPzxx5g0aRJ3tCWiB2JKPIAkScjJyYEoitBqtaivr4cgCPj8888xbtw49jkgohZh6DbDYDDg4MGDcp8DKysrCIKArVu3YvTo0exzQERGY+j+i06nw969eyGKIqKiotCjRw8IgoDY2FgMGTKEQUtEraJTh25jYyN2794NURQRHR0Nd3d3CIKA3bt3Y/DgwUqXR0QdUKcL3bq6OiQnJ0MURcTFxWHw4MEQBAGHDh3C448/rnR5RNTBdYrQrampQUJCAkRRREJCAkaMGAFBELBixQq4ubkpXR4RdSIdNnRv3LiBuLg4iKKI1NRUjB07FoIgYO3atejVq5fS5RFRJ9WhQreiogKxsbHQarXYu3cvJk+eDI1Gg40bN8LJyUnp8oiIzD90y8rK5IYyhw8fxvTp07FgwQJs27YNDg4OSpdHRNREq4ZueXU9tNkXkVd2Ey7Ce3hj+1F4uzrg2dFucO5m02rXKS4uRmRkJERRxIkTJxAUFIRXX30VMTEx6NKlS6tdh4iotakkSbrnQV9fX+nIkSMPHORYcSXWpxcgI/8qAKBeZ5CP2aotIAHwH+yCpZO9MNzd0ahCz549Ky+/PXPmDEJCQiAIAqZPnw4bm9YLdCKiR6VSqbIlSfJt7tgjz3S3HDyPFfF5qNPp0Vx+1/0rgJNPX8ae/HK8G+SNBWM9Hmrs3NxcOWgvXbqEsLAw/P3vf4e/vz+srKwetXQiojb3SKF7K3BzUdtoeOC5kgTUNuqxIj4XAJoNXkmScPz4cWi1WoiiiJs3byI8PBxr1qzBxIkTYWlp+SjlEhEpzujQPVZciRXxeXcFbvnOT1B3/hgMjXWw7NoDDmMF2A8PlI/XNhqwIj4Pw9wcMczNEZIkISsrS57RGgwGCIKAb775BmPGjGFDGSLqUIwO3fXpBajT6e/63GHss3Ce9TpUais0VhSjbOvfYN3bEzau/94+vE6nx0faQ3A7n4DIyEh07doVgiBgx44dGDFiBPscEFGHZVTollfXIyP/arP3cK1d+t/xlwoqqKC7XtokdCUJOHKpFgN79EJiYiJ8fHyMKYOIyOwYFbra7Iv3PV6RtAE1J1Ih6eph3dsTdp53P8SztbGBx5R58PHxNKYEIiKzZFTo5pXdbPJa2H9yDlwKp+l/RH1JHuounIDK8u43Dep0BuSVVhlzeSIis2XUU6qbdboHnqOysISt+5PQV5Wj6mj8PcZpNObyRERmy6jQdbBtwQTZYIDueuk9xuG7tkTUuRgVut6uDrBR3/1VfU0lak5nwNBQC8mgR+3ZbNTkZsDWY8Rd59qqLeDdx96YyxMRmS2j7ulqRrvhnyn5dx9QqVB1NAEVSRsAyQB1917oMfVldBn49F2nSgA0o9jLlog6F6NCt2c3G0we5IKfcy83eW3Mskt3uM5f+cDvq1TAlMEurdoEh4jIHBi93GuZvxds1cYty7VVW2Kpv9eDTyQi6mCMDt3h7o54N8gbdlYtG8LOygLvBnljmJujsZcmIjJbj9Tw5nbTmvt1GbtNpbo1w21JlzEioo7mkVs7LhjrgWFujtiQXoC0X69ChX+3cwT+3U93ymAXLPX34gyXiDq1Vtk5YpibIz5f4IuK6npocy4ir7QKN+sa4WBrBe8+9tCMat2dI4iIzNV9d45QqVRXARS1XTlERB1Cf0mSXJo7cN/QJSKi1sUO4UREbYihS0TUhhi6RERtiKFLRNSGGLpERG3o/wNrI3DPuy5w0AAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "modelInfo = [\"electro.community.edited.v2\",93204]\n", - "mediaInfo = [\"CO2_minimal\",93204]\n", - "model = kbase.get_from_ws(modelInfo[0],modelInfo[1])\n", - "media = kbase.get_from_ws(mediaInfo[0],mediaInfo[1])\n", - "abundances = {\"1\":0.5,\"2\":0.5}\n", - "\n", - "# evaluate the influence of kinetic constraints over a range of coefficients\n", - "plots = []\n", - "for kinetic_coeff in range(800,1400,50):\n", - " banner = '\\n{}\\nKinetic coefficient: {}'.format('='*50, kinetic_coeff)\n", - " print(banner)\n", - " \n", - " model = kbase.get_from_ws(modelInfo[0],modelInfo[1])\n", - " media = kbase.get_from_ws(mediaInfo[0],mediaInfo[1])\n", - " cfba = MSCommunity(model)\n", - " cfba.drain_fluxes(media)\n", - " cfba.gapfill(media)\n", - " \n", - " cfba.constrain(media, kinetic_coeff = kinetic_coeff, abundances = abundances)\n", - " solution = cfba.run()\n", - " cfba.compute_interactions(solution)\n", - " graph, pos, labels = cfba.visualize()\n", - " plots.append((graph, pos, labels, banner))" - ] - }, - { - "cell_type": "markdown", - "id": "5ca01c92", - "metadata": {}, - "source": [ - "### variable abundances" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "8d33c529", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Abundance\n", - "species 1:0.0\tspecies 2:0.5\tspecies 3:0.5\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n", - "3:bio4\n", - "\n", - "Model objective value: 0.11953747828719627\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.023278 0.028063\n", - "2 0.270149 0.000000 0.362348\n", - "3 0.049207 2.756893 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 0.270149 0.049207\n", - "2 0.023278 0.000000 2.756893\n", - "3 0.028063 0.362348 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Abundance\n", - "species 1:0.1\tspecies 2:0.45\tspecies 3:0.45\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n", - "3:bio4\n", - "\n", - "Model objective value: 0.12108338884599884\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.070499 0.126111\n", - "2 0.285182 0.000000 0.332681\n", - "3 0.528736 2.530110 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 0.285182 0.528736\n", - "2 0.070499 0.000000 2.530110\n", - "3 0.126111 0.332681 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Abundance\n", - "species 1:0.2\tspecies 2:0.4\tspecies 3:0.4\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n", - "3:bio4\n", - "\n", - "Model objective value: 0.12253988864767994\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.102290 0.245074\n", - "2 0.564874 0.000000 0.299003\n", - "3 0.988325 2.351206 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 0.564874 0.988325\n", - "2 0.102290 0.000000 2.351206\n", - "3 0.245074 0.299003 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Abundance\n", - "species 1:0.3\tspecies 2:0.35\tspecies 3:0.35\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n", - "3:bio4\n", - "\n", - "Model objective value: 0.12403185525267349\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.104898 0.349023\n", - "2 1.072918 0.000000 0.264657\n", - "3 1.413024 2.193131 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 1.072918 1.413024\n", - "2 0.104898 0.000000 2.193131\n", - "3 0.349023 0.264657 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Abundance\n", - "species 1:0.4\tspecies 2:0.3\tspecies 3:0.3\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n", - "3:bio4\n", - "\n", - "Model objective value: 0.1255606000908295\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.137323 0.459304\n", - "2 1.649426 0.000000 0.229549\n", - "3 1.841448 2.031487 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 1.649426 1.841448\n", - "2 0.137323 0.000000 2.031487\n", - "3 0.459304 0.229549 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Abundance\n", - "species 1:0.5\tspecies 2:0.25\tspecies 3:0.25\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n", - "3:bio4\n", - "\n", - "Model objective value: 0.12712750005455584\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.051595 0.043557\n", - "2 2.324807 0.000000 0.199619\n", - "3 1.803409 2.151347 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 2.324807 1.803409\n", - "2 0.051595 0.000000 2.151347\n", - "3 0.043557 0.199619 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Abundance\n", - "species 1:0.6\tspecies 2:0.2\tspecies 3:0.2\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n", - "3:bio4\n", - "\n", - "Model objective value: 0.12873400163503726\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.024458 0.019502\n", - "2 4.219219 0.000000 0.597353\n", - "3 0.845437 3.339373 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 4.219219 0.845437\n", - "2 0.024458 0.000000 3.339373\n", - "3 0.019502 0.597353 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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oI4qLi40uU9QjCV0hDNKhQwcWLFhASkoKZ8+eRVEULBYL3bp1Y/r06axcuZLCwkKjyxR1TEJXiEbAz8+Phx9+mMTERPLz83n00UdJS0ujV69eTJo0ieXLl3Px4kWjyxR1QH5IE6IRKy8vZ9OmTaiqysaNGwkODtY3Y3Tr1s3o8sRtyOoFIZqAyspKNm/erDfk6dGjhx7AvXv3Nro88T3S8EaIJsDT05OIiAgiIiKwWq1kZWWhqirjxo2jY8eOegAHBwfLduRGTGa6Qjg5m83Grl27sFgsxMfH06JFCz2AhwwZIgFsAHm8IEQzoWkae/fu1XfD2e12PYBHjhwp/SAaiISuEM2QpmkcOnRID+Br167pDXnGjh2rH3Mv6p6ErhCCnJwcPYAvXLigN+QJDQ3Vj64XdUNCVwhxk5MnT+r9IE6cOMGDDz6IoihMmTIFT09Po8tzehK6QojbysvLY/369VgsFg4fPsz06dMxm81MmzaNFi1aGF2eU5KGN0KI2woMDOS//uu/2Lp1Kzk5OYwfP54VK1bQuXNnzGYza9asoaSkxOgymwwJXSGEzt/fn1/84hd8/vnnnDp1ihkzZvDxxx8TGBjIgw8+yAcffMA333xjdJlOTUJXCFGjdu3a8bOf/YwNGzZw7tw5HnroIX0nXHh4OH//+9+5fPmy0WU6HQldIcRdtW7dmrlz5xIfH8+FCxd4/PHHycjIoG/fvoSGhrJ06VLy8/ONLtMp1Fvozp07t76GFkIYqGXLlvqz3oKCAv77v/+bffv2MXDgQEJCQnj99dc5ffq00WU2WvW2eqG0tBRfX19H6xJCOJmqqioyMjJQVZWEhAQCAwP13XD9+vUzurwGZciSMSFE82W1Wtm+fTuqqhIfH0+bNm30AL7//vubfD8ICV0hhGHsdju7d+/Wd8O5u7tjNptRFIVhw4Y1yQCW0BVCNAqapnHgwAE9gCsrK/V+ECEhIU2mIY+ErhCi0dE0ja+++gqLxYKqqhQVFen9IMaPH4+bm/O2+zZsR9ry5cvrc3ghhBMzmUwMGDCAF198kcOHD5OZmUlAQAC//e1v6dKlC48//jipqalUVVUZXWqdqteZ7pAhQzh48KDDnxdCNE9nzpzRG/Lk5OQQGRmJoihMnToVb29vo8u7K8MeLwwdOpQDBw44/HkhhMjPz2f9+vWoqsrBgweZNm0aiqIwffp0fHx86vRehWWVWPafJ7eghJIKK6283Ojv34pZwwJo5/PDu681eOg+/vjjPP/883h4eODv76+/vnv3bk6dOsVPfvKTWo8phBCXL18mMTERVVXZtWsXYWFhKIrCgw8+SOvWrR0eNzuvmGWZJ8g6dgWASqtdv+bl5oIGhPbrwMIJvRkU6HfX8Ro8dNu1a0fbtm1RVZWBAwfqr1+7do3x48eTnZ1d6zGFEOL7rl69ymeffYbFYiEzM5OxY8diNpuJjo6mXbt2P3ic1bvPEJecS4XVxp260ZpM4OXmynMR/Zk3OuiOYzb4D2ndu3fno48+QlEUMjIy9Nfv5V8iIYT4vjZt2vDII4+QlJREfn4+jzzyCCkpKfTs2ZPJkyezYsUKCgoK7jjGt4GbQ3n1nQMXQNOgvNpGXHIOq3efcbjuegldTdMYPXo0qampPPnkk7z++usUFxeTmpoqW4OFEHXO19eXhx56iHXr1nHx4kWeeOIJduzYwX333ce4ceNYsmQJ586du+kz2XnFxCXnUl793aOEkv2fcfGDX3H2tZkUbvhrjfcqr7YTl5zLofPFDtVaL6F747ylXr16sX37do4dO8b999/Piy++yIoVK+rjlkIIAUCLFi2IiYlh9erVFBQU8Mwzz3Do0CGGDh3KqFGjePXVVzl58iTLMk9QYbXd9Fk3n3a0HjMHn4FT7niPCquN5ZknHKpPNkcIIZqF6upqsrKyUFWV9SnpeM1+DVxrPpDz6taPsJUU0j7y6duO5+nmws7fhdW4qkGO6xFCNHvu7u76s94/vJ98zycgmwDLgfO1/ly9hO6MGTPqY1ghhKgTX18u43uPch1SYbWTe7G01p+rl9B9991362NYIYSoEyUV1joap7rWn6mX0P3+hgghhGhsWnnVTTOdVl61f0TR4M90x48f39C3FEIIAPLy8njzzTfJWP8xmrXyluua3YZmrQK7DTQ7mrUKzW6rYaRvd6r171z7JbD1ErphYWG88847FBUV3XKtrKysPm4phBA1OnnyJK+++iqjRo1iyJAhZGdn879zJuLpdWvjnGs7PuHc67GU7LZw/asMzr0ey7Udn9Q4rgaYhwbUup56aVj5zDPPsGbNGp5//nlGjBjBj3/8Y6Kjo2nVqhV3WqImhBB1IScnB1VVsVgsFBQUMHPmTOLi4pgwYYK+amFL2T4+z7l00040v3Fz8Rt390N1TSaY2K9DrZrg3FAvoTt16lSmTp1KVVUVGzduZM2aNSxatIiwsDAuX75cH7cUQjRjmqaRnZ2tn0hRWlpKbGwsb731Fg888ACurq63fOaJ0N5sO15IeXXNjw/uxMvNlYWhvR2qtV5bs3t4eBATE0NMTAxlZWUkJCRgt9/jOg0hhODboN2zZ48etJqmoSgK77//PiNGjLjr0T+DAv14LqL/v3sv/PBc8nZ34bmI/gwM8HOobtmRJoRwGjabjZ07d+qnDLds2VI/ZXjw4MEOHXLZ0F3G6nWm27NnT4YPH86SJUvo0qVLfd5KCNFEWa1WMjMzUVWVhIQEOnXqhKIopKamEhwcfM/jzxsdxMAAP5ZnniDj6yuY+Hbjww03+ulO7NeBhaG9HZ7h3lDvJ7/9+te/Zu7cucycOZOnnnqqyZz2KYSoP5WVlWzevBmLxUJSUhI9e/ZEURS2bdtG796OPUu9k4EBfrwzbzhFZZVYDpwn92IpJRXVtPJyp39nX8xDa3dyxJ3U6+OFHj16cPr0aQBWrFiBxWLhlVdeYcSIEQ6PKYRomsrLy0lNTUVVVZKTk/nRj36EoijExsbSrVs3o8urlQZ/vDB//nw0TaOwsJCf/exnN4rA29ubMWPGUF1d+61zQoimp7S0lI0bN6KqKmlpaQwfPhxFUXjttdfo3Lmz0eXVi3oJ3cjISABSUlKIjIy86eH2/Pnz6+OWQggnceOYHVVVyczM5IEHHkBRFFasWEH79u2NLq/e1UvoxsbGfju4mxtRUVH1cQshhBO5cuUKCQkJNx0oOWvWLD788EP8/PyMLq9B1esPaRK4QjRfFy5c0I9OP3DgAOHh4cyfPx+LxVLnR6c7k3pfvSCEaD7Onj2rb1bIyckhMjKSRYsWMXXqVLy9b+110BzVW+j+6U9/4tlnn62v4YUQjcTx48f1Pgdnz54lOjqa559/nrCwMDw8PIwur9GptyVjJpNJmtsI0QRpmsZXX32lz2gLCwuJiYlBURTGjx+Pm5v8D7RhO9KEEE2DpmkcOHBAD9qKigp9xUFISIhseqoFCV0hRI3sdjtffPGFHrRubm4oisLq1asZPny4Q30OhISuEOJ7bDYb27Zt+/aY8vXr8fPzQ1EUEhMTuf/++yVo64CErhDNXHV1NRkZGVgsFhITE+natSuKopCenk7//v2NLq/JkdAVohmqqKjg888/R1VVPvvsM/r27YuiKOzatYuePXsaXV6TJqErRDNx/fp1UlJSUFWV1NRUBg0ahKIovPzyywQE1P6sL+EYCV0hmrCSkhI2bNiAqqqkp6czatQoFEVhyZIldOrUyejymiUJXSGamKKiIpKSklBVlW3btjF+/HgUReEf//gHbdu2Nbq8Zk9CV4gm4NKlS3qfgz179jB58mR+8pOf8M9//pNWrVoZXZ74HgldIZzU+fPniY+PR1VVDh06xPTp0/nFL35BQkICLVu2NLo8cRsSukI4kVOnTumbFY4fP05UVBS/+c1vmDx5Ml5eXkaXJ34ACV0hGrnc3Fy9ocyFCxeYOXMmL730EhMnTsTd3d3o8kQtSegK0chomsahQ4f0Ge21a9eIjY1lyZIljB07FldXV6NLFPdAQleIRkDTNPbu3YuqqsTHx2O1WlEUhXfffZeRI0dKQ5kmREJXCIPY7XZ27typB623tzeKorB27VqGDBkifQ6aKAldIRqQ1WolKytLbyjTsWNHFEUhOTmZ4OBgCdpmQEJXiHpWVVXF5s2bUVWVxMREgoKCUBSFrVu30qdPH6PLEw1MQleIelBeXs6mTZtQVZWNGzcSHByMoig8//zzdO/e3ejyhIEkdIWoI2VlZSQnJ2OxWEhLS2Po0KGYzWZeffVVOnfubHR5opGQ0BXiHhQXF/PZZ5+hqioZGRmMGTMGRVFYtmwZHTp0MLo80QhJ6ApRS4WFhSQkJKCqKjt27CAsLAxFUfjggw/w8/MzujzRyEnoCvEDXLx4UW8os2/fPsLDw3n00Uf59NNP8fX1Nbo84UQkdIW4jbNnz+oNZY4ePcqMGTN46qmnCA8Px9vb2+jyhJOS0BVN2uXLl/n000/58ssvWbly5V3ff+LECb3PwZkzZ4iKiuLZZ59l0qRJeHp6NkDFoqmT0BVNVlFREWazmR49ehAWFkZVVRUeHh43vUfTNI4ePar3Obh8+TIxMTG88sorTJgwATc3+Ssi6pb8iRJNwqlTp9i1axfTp0/XT0dYsmQJM2bM4He/+91N79U0Td/59a9//Ytnn32WHj16sGzZMkJCQqShjKhXErrCqe3fv5/f//73XLp0icDAQLZt20ZUVBQRERF4enpit9s5dOgQa9asISQkhKioqJu22rZo0YKEhATZfisajLQuEk7l4MGD/OlPfyI+Ph4AT09PZs2axYEDB0hMTKRv376kpaUB0Lp1a44fP87LL79Mp06deOONN1i+fDllZWX6eCaTSQJXNCiZ6QqnYLPZWLx4MWvXrmX06NEcO3aMvLw8Fi1aRI8ePfT3lZaW0rVrVwC6dOnCW2+9xRtvvMGDDz5Ir1692Lx5M19//TXDhg0z6quIZk5musIplJeXs2rVKvbu3cuyZcvo06cPNpsNm81Gy5YtsdlsABw+fFjfcnv//fczbdo0jh8/DsCgQYM4evSoHspCGEFmuqLR2LRpE5mZmTz++OP07NlTf91ut+Pj48P169d544036NChA4mJifzmN7/Rf/RydXVl586dXL16ldmzZwPQp08fFixYwM9//nNatmxJSkoK/fr1w9/f35DvJwTITFc0EosXLyYuLg5N03jqqadISkoCvl1poGkaAJ9//jlnz55l6dKlmM1mEhMTefHFF/UxsrKyePjhh/Hw8KC4uJiKigoGDRrEm2++yZkzZ5g1axZ//etfjfh6QuhkpisMZ7PZyMnJ4be//S2RkZG8/fbbvP/++0yfPh13d3d9Ntu1a1e+/vpr9u3bB8DevXt54YUXOH/+PH5+fqxcuZLIyEgSEhIoKyvj1VdfZejQoYwePZrRo0cb+RWF0MlMVxiuoKAAV1dXfX3tww8/TFlZGQcPHrzpfdXV1Xh6evLFF18A3zYH79y5M35+fiQmJlJSUoKHhwcLFy4kPT2doUOHNvh3EeJuZKYrDNelSxeKior45ptvsNlstG7dmsDAQA4cOMDIkSP1zQw+Pj706dOHP/7xj4SGhpKYmMikSZPw8fHBbDYzd+5co7+KEHclM11hOJPJxPDhw9m7dy/ffPMNAEOHDiU9PV2/fuzYMVxcXHjhhReYPXs2Fy5cYPHixbz00ksA0hdBOA0JXdGgbiztuuH69eusW7eOffv26UfcAPTt2/emIF2wYAHXrl3Dz8+PRx99lCVLlshzWuGU5PGCqFeapnH48GFUVSU1NZWtW7fqP4xpmsbbb7/NwYMHmTNnDi1btmTx4sVkZWWRkZFxU1ewrVu3GvUVhKhTErqizmmaxv79+/UWidXV1SiKwpIlS27q8mUymW5pRuPr68uRI0f4n//5H/r379/QpQtR7yR0RZ2w2+3s2rULVVWJj4/H09MTRVH45JNPGDp06B37G2iahs1mw83NjXHjxjFu3LgGrFyIhiWhKxxmtVrZunUrqqqyfv162rVrh9lsZsOGDfzoRz/6wY1kTCaT9K0VzYb8SRe1UlVVxZYtW1BVlcTERLp164aiKGRmZtK3b1+jyxOi0ZPQFXdVXl5OWloaqqqyYcMG7rvvPhRF4bnnniMoKMjo8oRwKhK6okZlZWWkpKRgsVjYtGkTQ4YMQVEU/vznP0uXLiHugYSu0F27do3PPvsMVVXZsmULISEhKIrC0qVL6dixo9HlCdEkSOg2c4WFhSQmJqKqKtu3byc0NBSz2cx7771HmzZtjC5PiCZHQrcZKigoYP369aiqyt69e5k6dSqPPPIIa9euxdfX1+jyhGjSJHSbiXPnzhEfH4+qqhw5coQZM2bwxBNPEB4eTosWLYwuT4hmQ0K3CTt58iSqqqKqKidPniQqKopnnnmGyZMnS4MYIQwiodvEHD16VA/agoICYmJiiIuLY8KECbi7uxtdnhDNnoSuk9M0jezsbCwWC6qqUlZWpq84GDNmjN5cRgjROEjoOiFN09izZ48+owVQFIUPPviAESNG4OIiHTuFaKwkdJ2EzWZjx44dekMZX19fFEVBVVUGDRr0g/scCCGMJaHbiFVXV5OVlYXFYiEhIQF/f38URWHTpk0EBwcbXZ4QwgESuo1MZWUl6enpqKpKUlISvXr1QlEUtm/fTu/evY0uTwhxjyR0G4F//etfbNq0CYvFQnJyMgMGDMBsNvPHP/6RwMBAo8sTQtQhCV2DlJaWsnHjRlRVJS0tjREjRqAoCosXL8bf39/o8oQQ9URCtwFdvXqVpKQkVFUlKyuLsWPHoigKK1asoH379kaXJ4RoABK69ezKlSskJCSgqiq7du0iLCyM2bNns2rVKvz8/IwuTwjRwCR060F+fr7eUObgwYNMmzaNxx57DIvFgo+Pj9HlCSEMJKFbR86cOaNvVsjNzSUyMpKnn36aKVOm4O3tbXR5QohGQkL3Hhw7dkwP2nPnzhEdHc0LL7xAWFjYTUeNCyHEDRK6taBpGkeOHNGDtqioiNjYWF577TXGjRsnJ9oKIe5KUuIuNE3jwIEDqKqKxWKhsrISRVF45513CAkJkT4HQohakdCtgd1uZ/fu3XqfA3d3dxRF4Z///CfDhg2TPgdCCIdJ6P6b1Wpl27ZtqKrK+vXradOmDYqikJSUxIABAyRohRB1olmHbnV1NVu2bEFVVRISEggMDERRFLZs2UK/fv2MLk8I0QQ1u9CtqKggLS0NVVXZsGED/fr1Q1EUvvjiC3r06GF0eUKIJq5ZhO7169dJSUlBVVVSUlIYPHgwiqIQFxdHQECA0eUJIZqRJhu6165dY8OGDaiqyubNmxk9ejSKovDmm2/SsWNHo8sTQjRTTSp0i4qKSEpKwmKxsG3bNiZMmIDZbGblypW0bdvW6PKEEML5Q7egoEBvKLNnzx6mTJnCvHnzWLNmDa1atTK6PCGEuEmdhm5hWSWW/efJLSihg/I8v1p7kP7+rZg1LIB2Pp51dp+8vDzi4+NRVZXDhw8TERHBL3/5SxITE2nRokWd3UcIIeqaSdO0214cPny4tm/fvrsOkp1XzLLME2QduwJApdWuX/Nyc0EDQvt1YOGE3gwK9HOo0FOnTunbb48fP05UVBSKojBlyhQ8Pesu0IUQ4l6ZTKb9mqYNr+naPc90V+8+Q1xyLhVWGzXld8W/Azjt6CW2HivkuYj+zBsd9IPGzsnJ0YP2woULxMTE8H//93+Ehobi7u5+r6ULIUSDu6fQ/TZwcyivtt/1vZoG5dU24pJzAGoMXk3TOHToEBaLBVVVKSkpITY2liVLljB27FhcXV3vpVwhhDCcw6GbnVdMXHLuLYFb+NnrVJzJxl5dgWvLNrQareA7KFy/Xl5tJy45l4EBfgwM8EPTNPbu3avPaO12O4qi8N577zFy5EhpKCOEaFIcDt1lmSeosNpueb3V6Fm0m74Ik5s71UV5FPzzf/Ho1AtP/++OD6+w2njJ8gUBZ1KIj4+nZcuWKIrCunXrGDx4sPQ5EEI0WQ6FbmFZJVnHrtT4DNejQ/fv/ZcJEyasVy/eFLqaBvsulNOnTUdSU1MJDg52pAwhhHA6DoWuZf/5O14v2rSc64c3o1kr8ejUC+9et/6I5+XpSdDEOQQH93KkBCGEcEoOhW5uQclNy8L+U7vwhbSd8v+ozM+l4txhTK63rjSosNrJvVjqyO2FEMJpOfQrVUmF9a7vMbm44hX4I2ylhZQeTL7NONWO3F4IIZyWQ6HbyqsWE2S7HevVi7cZR9baCiGaF4dCt79/Kzzdbv2o7Xox149mYa8qR7PbKD+1n+s5WXgFDb7lvV5uLvTv7OvI7YUQwmk59EzXPCyAv6Yfu/WCyUTpwRSKNi0HzY5b6460mfQ4LfqMuuWtGmAeKr1shRDNi0Oh297Hkwl9O/B5zqWblo25tmiN/9xX7vp5kwkm9utQp01whBDCGTi83euJ0N54uTm2LdfLzZWFob3v/kYhhGhiHA7dQYF+PBfRH2/32g3h7e7CcxH9GRjg5+ithRDCad1Tw5sbTWvu1GXsBpPp2xlubbqMCSFEU3PPrR3njQ5iYIAfyzNPkPH1FUx8184RvuunO7FfBxaG9pYZrhCiWauTkyMGBvjxzrzhFJVVYjlwntyLpZRUVNPKy53+nX0xD63bkyOEEMJZ3fHkCJPJdAU423DlCCFEk9Bd07QONV24Y+gKIYSoW9IhXAghGpCErhBCNCAJXSGEaEASukII0YAkdIUQogH9f4buQOetO2IUAAAAAElFTkSuQmCC\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Abundance\n", - "species 1:0.7\tspecies 2:0.15000000000000002\tspecies 3:0.15000000000000002\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n", - "3:bio4\n", - "\n", - "Model objective value: 0.1303816253761052\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.014372 0.016993\n", - "2 5.329102 0.000000 0.451500\n", - "3 0.464693 3.130949 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 5.329102 0.464693\n", - "2 0.014372 0.000000 3.130949\n", - "3 0.016993 0.451500 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Abundance\n", - "species 1:0.8\tspecies 2:0.09999999999999998\tspecies 3:0.09999999999999998\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n", - "3:bio4\n", - "\n", - "Model objective value: 0.1320719706745436\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.185003 0.181412\n", - "2 5.873835 0.000000 0.155697\n", - "3 0.000257 2.500696 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 5.873835 0.000257\n", - "2 0.185003 0.000000 2.500696\n", - "3 0.181412 0.155697 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Abundance\n", - "species 1:0.9\tspecies 2:0.04999999999999999\tspecies 3:0.04999999999999999\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178979\n", - "species 2 drain-flux objective value: 0.11304811462925872\n", - "species 3 drain-flux objective value: 0.12709584977365385\n", - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n", - "3:bio4\n", - "\n", - "Model objective value: 0.13335318427544687\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.311438 0.102872\n", - "2 5.496429 0.000000 0.055567\n", - "3 0.000289 1.255594 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 5.496429 0.000289\n", - "2 0.311438 0.000000 1.255594\n", - "3 0.102872 0.055567 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "modelInfo = [\"electro.community.edited.v2\",93204]\n", - "mediaInfo = [\"CO2_minimal\",93204]\n", - "model = kbase.get_from_ws(modelInfo[0],modelInfo[1])\n", - "media = kbase.get_from_ws(mediaInfo[0],mediaInfo[1])\n", - "kinetic_coeff = 2000\n", - "\n", - "# evaluate the influence of kinetic constraints over a range of coefficients\n", - "plots = []\n", - "for abundance in range(0, 10):\n", - " species_1 = abundance/10 # Acetobacterium\n", - " species_2 = (1-species_1)/2 # Sulfurospirillum\n", - " species_3 = (1-species_1)/2 # Desulfovibrio\n", - " banner = '\\n{}\\nAbundance\\nspecies 1:{}\\tspecies 2:{}\\tspecies 3:{}'.format('='*50, species_1, species_2,species_3)\n", - " print(banner)\n", - " \n", - " model = kbase.get_from_ws(modelInfo[0],modelInfo[1])\n", - " media = kbase.get_from_ws(mediaInfo[0],mediaInfo[1])\n", - " cfba = MSCommunity(model)\n", - " cfba.drain_fluxes(media)\n", - " cfba.gapfill(media)\n", - " \n", - " cfba.constrain(media, kinetic_coeff = kinetic_coeff, abundances = {\"1\":species_1,\"2\":species_2, '3':species_3})\n", - " solution = cfba.run()\n", - " cfba.compute_interactions(solution)\n", - " graph, pos, labels = cfba.visualize()\n", - " plots.append((graph, pos, labels, banner))" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/examples/Community Modeling/MSCommunity/MSCommunity_thermo.ipynb b/examples/Community Modeling/MSCommunity/MSCommunity_thermo.ipynb deleted file mode 100644 index d78ba89f..00000000 --- a/examples/Community Modeling/MSCommunity/MSCommunity_thermo.ipynb +++ /dev/null @@ -1,6281 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "class test:\n", - " def __init__(self,):\n", - " self.name = 'this'\n", - " \n", - " def test(self,):\n", - " if hasattr(self,'name'):\n", - " print('yes')\n", - " if not hasattr(self,'bread'):\n", - " print('no')\n", - " \n", - "tst = test()\n", - "print(tst.test())" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "def exchange_list(): \n", - " return [rxn for rxn in model.reactions if 'EX_' in rxn.id]\n", - "\n", - "for rx in exchange_list():\n", - " print(rx.id)\n", - " break\n", - "\n", - "# from pprint import pprint\n", - "# for rxn in model.exchanges:\n", - "# pprint(rxn.id)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "sol = model.optimize()\n", - "print(type(sol))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "print(type(media))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "x = 2\n", - "b = None\n", - "print(all(i is None for i in [x,b]))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "for met in model.metabolites:\n", - " if met in None:\n", - " print('yes')\n", - " print(dir(met))\n", - " print(met.elements)\n", - " break" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Import KBase and mscom" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.8\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Scaling...\n", - " A: min|aij| = 1.000e+00 max|aij| = 1.000e+00 ratio = 1.000e+00\n", - "Problem data seem to be well scaled\n" - ] - } - ], - "source": [ - "# import kbase\n", - "import os\n", - "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", - "os.environ[\"HOME\"] = local_cobrakbase_path\n", - "\n", - "import cobrakbase\n", - "token = 'MIXOUVGIFOUPQD2KSH6DQ5ARKDLBARCL'\n", - "kbase = cobrakbase.KBaseAPI(token)\n", - "\n", - "model = kbase.get_from_ws(\"CMM_iAH991V2_iML1515.kb\",40576)\n", - "media = kbase.get_from_ws(\"Btheta_Ecoli_minimal_media\",40576)\n", - "\n", - "%matplotlib inline\n" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "tags": [] - }, - "source": [ - "# 2-member Zahmeeth model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Unconstained model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Define and execute the model" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "CRITICAL:__main__:Gapfilling failed with the specified model, media, and target reaction.\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "CPU times: user 3.23 s, sys: 196 ms, total: 3.42 s\n", - "Wall time: 3.6 s\n" - ] - }, - { - "data": { - "image/png": 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" \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
IDsMetabolites/DonorEnvironmentSpecies1Species2
0cpd03161_e0Phenethylamine_e000.00
1cpd01155_e0Cadaverine_e000.00
2cpd00130_e0L-Malate_e000.00
3cpd04273_e0Deferoxamine_e000.00
4cpd02361_e04-Hydroxyphenylacetaldehyde_e000.00
5cpd04095_e0Fusidic acid_e000.00
6cpd15468_e0Glycerophosphoserine_e000.00
7cpd03704_e0dIMP_e000.00
8cpd00396_e0L-Rhamnose_e000.00.0
9metsox-S-L-e_e0L-Methionine Sulfoxide00.00
10cpd21754_e01-4-alpha-D-Glucan_e000.00
11cpd02611_e0N-Acetyl-D-glucosamine1-phosphate_e000.00
12cpd00391_e0D-Xylonate_e000.00
13cpd00247_e0Orotate_e000.00
14cpd00305_e0Thiamin_e00-0.0000190.000019
15cpd00988_e03'-AMP_e000.00
16cpd15127_e0AI-2_e000.00
17cpd00224_e0L-Arabinose_e000.00.0
18cpd15460_e0ferric 2,3-dihydroxybenzoylserine_e000.00
19cpd15518_e0(O16 antigen)x4 core oligosaccharide lipid A_e000.00
20cpd00043_e0UDP-galactose_e000.00
21cpd00294_e0dAMP_e000.00
22cpd00060_e0L-Methionine_e00-0.0133710.013371
23cpd00541_e0Lipoate_e000.00
24cpd00207_e0Guanine_e000.00
25cpd03847_e0Myristic acid_e000.00
26cpd00637_e0D-Methionine_e000.00
27cpd09252_e03-Coumaric acid_e000.00
28cpd11579_e0ethanesulfonate_e000.00
29cpd04089_e0Rifampin_e000.00
30cpd00132_e0L-Asparagine_e00-0.0209420.020942
31cpd00137_e0Citrate_e000.00.0
32cpd00208_e0LACT_e000.00.0
33cpd14659_e0L-Galactonate_e000.00
34cpd00745_e0Hydracrylic acid_e000.00
35cpd15463_e0ferroxamine minus Fe(3)_e000.00
36cpd24363_e0Cs+_e000.00
37cpd00038_e0GTP_e000.00
38cpd02090_e0Glycerophosphoglycerol_e000.00
39cpd00033_e0Glycine_e000.006599-0.006599
40sq-e_e0Sulphoquinovose00.00
41cpd00009_e0Phosphate_e00.237455-0.0838-0.153655
42cpd00311_e0Guanosine_e000.00.0
43cpd00039_e0L-Lysine_e000.00.0
44cpd02357_e0Dopamine_e000.00
45cpd00609_e0D-Glucarate_e000.00
46cpd00453_e01,2-Propanediol_e000.00.0
47cpd00149_e0Co2+_e00.000408-0.000002-0.000406
48cpd00063_e0Ca2+_e00.000858-0.000452-0.000406
49cpd00751_e0L-Fucose_e000.00.0
50cpd04461_e0Minocycline_e000.00
51cpd00215_e0Pyridoxal_e000.00
52cpd15495_e0Maltopentaose_e000.00.0
53cpd15457_e0(enterobacterial common antigen)x4 core oligos...00.00
54cpd00264_e0Spermidine_e000.00.0
55cpd00666_e0Tartrate_e000.00
56cpd03702_e02',3'-Cyclic GMP_e000.00
57cpd00116_e0Methanol_e0-0.0004060.00.000406
58cpd01217_e0Xanthosine_e000.00
59cpd03724_e0Ferrichrome_e000.00
60cpd03454_e03'-CMP_e000.00
61cpd00322_e0L-Isoleucine_e00-0.025240.02524
62cpd00276_e0GLUM_e000.00.0
63cpd11640_e0H2_e0-7.8589075.7817462.077161
64cpd00205_e0K+_e00.017363-0.016957-0.000406
65cpd01171_e0Dulcose_e000.00
66cpd00635_e0Cbl_e00.0004060.0-0.000406
67cpd00041_e0L-Aspartate_e00-0.4927870.492787
68cpd00249_e0Uridine_e000.02877-0.02877
69cpd00288_e0D-Glucosamine phosphate_e000.00
70cpd00492_e0N-Acetyl-D-mannosamine_e000.00
71cpd00161_e0L-Threonine_e00-0.0070770.007077
72cpd00036_e0Succinate_e0-1.8965070.0577551.838752
73cpd00100_e0Glycerol_e000.00
74cpd01017_e0Cys-Gly_e000.00.0
75cpd04099_e0Phosphonate_e000.00
76cpd00232_e0Neu5Ac_e000.00.0
77cpd00412_e0Deoxyuridine_e000.00.0
78cpd00092_e0Uracil_e000.00.0
79cpd00374_e0Tyramine_e000.00
80cpd00034_e0Zn2+_e00.000435-0.00003-0.000406
81cpd02150_e0L-2,3-Diaminopropionate_e000.00
82cpd00532_e0O2-_e000.00
83cpd00098_e0Choline_e00.0004060.0-0.000406
84cpd00079_e0D-glucose-6-phosphate_e000.00
85metglcur-e_e01-O-methyl-Beta-D-glucuronate00.00
86cpd00027_e0D-Glucose_e05.0-1.629168-3.370832
87cpd00048_e0Sulfate_e00.000377-0.0003770.0
88cpd00218_e0Niacin_e000.00.0
89cpd00386_e0D-Malate_e000.00
90cpd00226_e0HYXN_e000.00
91cpd00080_e0Glycerol-3-phosphate_e000.00
92cpd03294_e0Aerobactin_e000.00
93cpd00064_e0Ornithine_e000.00.0
94cpd08304_e0Dihydro-3-coumaric acid_e000.00
95cpd00085_e0beta-Alanine_e000.00
96cpd00065_e0L-Tryptophan_e00-0.0049380.004938
97cpd15459_e0phosphoethanolamine KDO(2)-lipid (A)_e000.00
98cpd00371_e0Propanal_e000.00
99cpd00150_e0HCN_e000.00
100cpd00355_e0Nicotinamide ribonucleotide_e000.00.0
101cpd00281_e0GABA_e000.00.0
102cpd00024_e02-Oxoglutarate_e000.00
103cpd01405_e0Pseudouridine_e000.00
104dhps-e_e02,3-Dihydroxypropane-1-sulfonate00.00
105cpd00026_e0UDP-glucose_e000.00
106cpd00211_e0Butyrate_e000.00
107cpd15462_e0Ferrichrome minus Fe(III)_e000.00
108cpd00653_e0D-Galactonate_e000.00
109cpd15574_e0tungstate_e000.00
110cpd00971_e0Na+_e00.0004060.0-0.000406
111cpd00151_e0Thymine_e000.00
112cpd00050_e0FMN_e000.00
113cpd01055_e0D-Allose_e000.00
114cpd03191_e0D-Glucuronate 1-phosphate_e000.00
115cpd00126_e0GMP_e000.00
116cpd00013_e0NH3_e01.933339-0.310906-1.622432
117cpd15386_e0L-alanine-D-glutamate-meso-2,6-diaminoheptaned...00.00
118cpd00235_e0D-mannose-6-phosphate_e000.00
119cpd00381_e0L-Cystine_e000.00
120cpd00221_e0D-Lactate_e002.478086-2.478086
121cpd00438_e0Deoxyadenosine_e000.00.0
122cpd00018_e0AMP_e000.00
123cpd03422_e0Cobinamide_e000.00
124cpd00141_e0Propionate_e0-0.00.00.0
125cpd00159_e0L-Lactate_e000.00.0
126cpd00007_e0O2_e000.00.0
127cpd15559_e0psicoselysine_e000.00
128tartr-D-e_e0D-tartrate00.00
129cpd00138_e0D-Mannose_e000.00.0
130cpd00114_e0IMP_e000.00
131cpd15482_e0hepta-acylated core oligosaccharide lipid A_e0000
132cpd00157_e0Glycerone_e000.00
133cpd03387_e0Selenite_e000.00
134cpd15387_e0L-alanine-D-glutamate-meso-2,6-diaminoheptaned...00.00
135cpd00644_e0PAN_e00-0.0000590.000059
136cpd00552_e0F-_e000.00
137cpd00363_e0Ethanol_e000.028505-0.028505
138cpd01571_e02',3'-Cyclic CMP_e000.00
139cpd00179_e0Maltose_e000.00.0
140cpd00108_e0Galactose_e000.00.0
141cpd00309_e0XAN_e000.00.0
142cpd00709_e0beta D-Galactose_e000.00
143cpd00058_e0Cu2+_e00.000062-0.0000620.0
144cpd15392_e04-Amino-4-deoxy-L-arabinose modified core olig...00.00
145cpd00507_e0Glycerophosphocholine_e000.00
146cpd00298_e0dTMP_e000.00
147cpd00448_e0D-Glyceraldehyde_e000.00
148cpd00047_e0Formate_e0-0.003650.00.00365
149cpd00156_e0L-Valine_e000.00.0
150cpd00540_e0BET_e000.00.0
151cpd00028_e0Heme_e00.0004060.0-0.000406
152cpd00031_e0GDP_e000.00
153cpd01981_e05-Methylthio-D-ribose_e000.00
154cpd15390_e0N-Acetyl-D-galactosamine 1-phosphate_e000.00
155cpd00121_e0L-Inositol_e000.00
156cpd11574_e0Molybdate_e00.000001-0.0000010
157cpd00107_e0L-Leucine_e00-0.039140.03914
158cpd00066_e0L-Phenylalanine_e000.015686-0.015686
159cpd01376_e0Cellotetraose_e000.00
160cpd00588_e0Sorbitol_e000.00
161cpd00654_e0Deoxycytidine_e000.00.0
162cpd00573_e0L-Idonate_e000.00
163cpd01092_e0Allantoin_e000.00
164cpd01262_e0Amylotriose_e000.00.0
165cpd01570_e02',3'-Cyclic AMP_e000.00
166cpd08374_e0alpha-Mannosylglycerate_e000.00
167cpd12843_e0Fe(III)hydroxamate_e000.00
168cpd03701_e0Gp_e000.00
169cpd00348_e0D-Galactose 1-phosphate_e000.00
170cpd00106_e0Fumarate_e000.00.0
171cpd00142_e0Acetoacetate_e000.00
172cpd03725_e0Fe(III)dicitrate_e000.00.0
173cpd00119_e0L-Histidine_e000.008047-0.008047
174cpd00029_e0Acetate_e0-4.8222275.507701-0.685474
175cpd00516_e0meso-2,6-Diaminopimelate_e000.00
176cpd00464_e0alpha-Tolualdehyde_e000.00
177cpd03977_e0Tetracycline_e000.00
178cpd00367_e0Cytidine_e000.00.0
179cpd00037_e0UDP-N-acetylglucosamine_e000.00
180cpd00059_e0L-Ascorbate_e000.00
181cpd00989_e03'-UMP_e000.00
182cpd00266_e0Carnitine_e000.00
183cpd15298_e0tetradecenoate_e000.00
184cpd15411_e0aerobactin minus Fe3_e000.00
185cpd00908_e0Glycerophosphoethanolamine_e000.00
186cpd01067_e0L-Lyxose_e000.00
187cpd10515_e0Fe2+_e00.001123-0.000717-0.000406
188cpd01211_e0Thiocyanate_e000.00
189cpd00307_e0Cytosine_e000.00
190cpd00902_e0sn-glycero-3-Phospho-1-inositol_e000.00
191cpd00441_e0(CH3)3N_e000.00
192cpd00184_e0Thymidine_e000.00.0
193cpd00587_e0D-Cysteine_e000.00
194cpd00455_e02-Deoxy-D-glucose_e000.00
195cpd00550_e0D-Serine_e000.00
196cpd01861_e0(R)-1,2-Propanediol_e000.00.0
197cpd00081_e0Sulfite_e000.00
198cpd00164_e0Glucuronate_e000.00.0
199cpd04100_e0Ag_e0000
200cpd00254_e0Mg_e00.001159-0.000754-0.000406
201cpd00314_e0D-Mannitol_e000.00
202cpd00128_e0Adenine_e000.00
203cpd00084_e0L-Cysteine_e00-0.0081090.008109
204cpd00277_e0Deoxyguanosine_e000.00.0
205cpd01908_e0Glycerol 2-phosphate_e000.00
206cpd00870_e0gamma-butyrobetaine_e000.00
207cpd15493_e0cold adapted KDO(2)-lipid (A)_e000.00
208cpd03726_e0Fe-enterochlin_e000.00
209cpd15461_e0Fe(III)hydoxamate, unloaded_e000.00
210cpd00182_e0Adenosine_e000.002351-0.002351
211cpd03198_e0Melibiose_e000.00.0
212cpd00832_e0N-Acetyl-D-chondrosamine_e000.00.0
213cpd00105_e0D-Ribose_e000.00.0
214cpd01757_e0N-Acetylmuramate_e000.00
215cpd00117_e0D-Alanine_e000.00.0
216cpd00071_e0Acetaldehyde_e000.00
217cpd00659_e0Nitrous oxide_e000.00
218cpd00222_e0GLCN_e000.00
219cpd00268_e0H2S2O3_e000.00
220cpd15466_e0fructoselysine_e000.00
221cpd00020_e0Pyruvate_e00-5.3995545.399554
222cpd00015_e0FAD_e000.00
223cpd00531_e0Hg2+_e000.00.0
224cpd00104_e0BIOT_e00-0.00.0
225cpd00162_e0Aminoethanol_e000.00
226cpd03587_e0kdo2-lipid a_e000.00
227cpd00055_e0Formaldehyde_e000.00
228cpd00244_e0Ni2+_e00.000028-0.0000280
229cpd00099_e0Cl-_e00.000452-0.0004520.0
230cpd00091_e0UMP_e000.00
231cpd00722_e0O-Acetyl-L-serine_e000.00
232cpd02027_e0S-Methyl-L-methionine_e000.00
233cpd10516_e0fe3_e00.001084-0.000678-0.000406
234cpd15237_e0hexadecenoate_e000.00
235cpd01015_e0Cyanate_e000.00
236cpd00069_e0L-Tyrosine_e000.012088-0.012088
237cpd01080_e0ocdca_e000.00
238cpd19028_e0alpha-D-Ribose 5-phosphate_e000.00
239cpd00794_e0TRHL_e000.00.0
240cpd00158_e0CELB_e000.00
241cpd03032_e0Novobiocin_e000.00
242cpd00073_e0Urea_e000.00.0
243cpd00075_e0Nitrite_e000.00.0
244cpd00781_e05-Dehydrogluconate_e000.00
245cpd03696_e0Ursin_e000.00
246cpd15432_e0core oligosaccharide lipid A_e000.00
247cpd00450_e0Methyl sulfide_e000.00
248cpd00248_e0Quinate_e000.00
249cpd00246_e0Inosine_e000.00.0
250cpd03343_e0Phenylpropanoate_e000.00
251cpd03279_e0Deoxyinosine_e000.00.0
252cpd00175_e0UDP-N-acetyl-D-galactosamine_e000.00
253cpd01151_e0Adriamycin_e000.00
254cpd08928_e0L-Threonine phosphate_e000.00
255cpd00280_e0D-Galacturonate_e000.00.0
256cpd00076_e0Sucrose_e000.00.0
257cpd00536_e0Oleate_e000.00
258cpd00300_e0Urate_e000.00
259cpd01107_e0Decanoate_e000.00
260cpd04098_e0Arsenite_e000.00
261cpd03912_e0Phosphotyrosine_e000.00
262cpd00214_e0Palmitate_e000.00
263cpd00082_e0D-Fructose_e000.00.0
264cpd01572_e02',3'-Cyclic UMP_e000.00
265cpd01741_e0ddca_e000.00
266cpd00418_e0NO_e000.00
267cpd00035_e0L-Alanine_e000.00.0
268cpd00176_e02-keto-3-deoxygluconate_e000.00
269cpd00885_e0Phytate_e000.00
270metsox-R-L-e_e0L-methionine-R-sulfoxide00.00
271cpd00296_e0dGMP_e000.00
272cpd00731_e0Ala-Ala_e000.00.0
273cpd03846_e0octanoate_e000.00
274cpd00206_e0dCMP_e000.00
275cpd06201_e0Sulfur dioxide_e000.00
276cpd00042_e0GSH_e000.00
277cpd00419_e0PM_e000.00
278cpd00054_e0L-Serine_e000.00.0
279cpd00129_e0L-Proline_e00-0.0192040.019204
280cpd11596_e0butanesulfonate_e000.00
281cpd00122_e0N-Acetyl-D-glucosamine_e000.00.0
282cpd00652_e0D-Mucic acid_e000.00
283cpd00023_e0L-Glutamate_e000.00.0
284cpd09878_e0Sulfoacetate_e000.00
285cpd15483_e0hepta-acylated KDO(2)-lipid (A)_e0000
2864abzglu-e_e04-aminobenzoyl-glutamate00.00
287cpd10924_e0Cadmium chloride_e000.00
288cpd01329_e0Maltohexaose_e000.00.0
289cpd00051_e0L-Arginine_e000.025044-0.025044
290cpd00046_e0CMP_e000.00
291cpd00011_e0CO2_e0-3.8201146.134485-2.314372
292cpd00497_e0XMP_e000.00
293cpd15396_e0N-Acetyl-D-glucosamine(anhydrous)N-Acetylmuram...00.00
294cpd00111_e0Oxidized glutathione_e000.00
295cpd00139_e0Glycolate_e000.00
296cpd00154_e0Xylose_e000.00.0
297cpd00053_e0L-Glutamine_e00-0.0996530.099653
298cpd01024_e0Methane_e000.00
299cpd10719_e0D-Carnitine_e000.00
300cpd15385_e0L-alanine-D-glutamate_e000.00
301cpd00118_e0Putrescine_e000.000406-0.000406
302cpd15551_e0L-Prolinylglycine_e000.00.0
303cpd15388_e0L-alanine-L-glutamate_e000.00
304cpd03048_e0Isethionate_e000.00
305cpd00738_e0phosphoserine_e000.00
306cpd30760_e0Cu(I)_e000.00
307cpd01157_e0Chitobiose_e000.00
308cpd00227_e0L-Homoserine_e000.00
309cpd00680_e0Chloramphenicol_e000.00
310cpd00263_e0Pyridoxol_e000.00.0
311cpd00210_e0Taurine_e000.00.0
312cpd15437_e0coprogen_e000.00
313cpd00089_e0Glucose-1-phosphate_e000.00
314cpd03453_e0Enterobactin_e000.00
315cpd15438_e0coprogen unloaded (no Fe(III))_e000.00
316cpd00672_e0D-Fructuronate_e000.00
317cpd02500_e0Protocatechuatealdehyde_e000.00
318cpd08023_e0methanesulfonate_e000.00
319cpd00030_e0Manganese(2+)_e00.000466-0.00006-0.000406
320cpd01113_e0Hexanoate_e000.00
321cpd03396_e0Selenate_e000.00
322cpd00166_e0Calomide_e000.00.0
323cpd00359_e0indol_e000.00
324cpd08021_e0DMSO_e000.00
325cpd00144_e0UDPglucuronate_e000.00
326cpd25960_e0MePn_e000.00
327cpd03586_e0kdo2-lipid iva_e000.001690
328cpd00209_e0Nitrate_e000.00
329cpd00299_e0dUMP_e000.00
330cpd00152_e0Agmatine_e000.00
331cpd00239_e0H2S_e00.0442320.0-0.044232
332cpd00072_e0D-fructose-6-phosphate_e000.00
333cpd00001_e0H2O_e0-2.799308-3.7460026.545311
334cpd00259_e0D-Lyxulose_e000.00
335cpd00025_e0H2O2_e000.00
336colipap-e_e0Core oligosaccharide lipid A diphosphate00.00
337cpd00811_e0(CH3)3NO_e000.00
338cpd00223_e0Glycerate_e000.00
339cpd00067_e0H+_e0-10.3142272.3976457.916582
340cpd00383_e0Shikimate_e000.00
341cpd11658_e0Dextran000.0
34212ethd_e012ethd_e0-0.00164200.001642
3432fuclac_e02fuclac_e0000.0
3443fuclac_e03fuclac_e0000.0
345cpd00136_e04-Hydroxybenzoate_e0000.0
346cpd00489_e04-Hydroxyphenylacetate_e0000.0
3477ocholate_e07ocholate_e0000.0
348cpd03105_e0Acetol_e0000.0
349s2l2n2m2m_e0s2l2n2m2m_e0000.0
350s2l2n2m2mn_e0s2l2n2m2mn_e0000.0
351chtbs_e0chtbs_e0000.0
352n2m2mn_e0n2m2mn_e0000.0
353m2mn_e0m2mn_e0000.0
354alaasp_e0alaasp_e0000.0
355cpd11587_e0Ala-Gln_e0000.0
356alaglu_e0alaglu_e0000.0
357alagly_e0alagly_e0000.0
358cpd11584_e0Ala-His_e0000.0
359cpd11583_e0Ala-Leu_e0000.0
360alathr_e0alathr_e0000.0
361amannan140_e0amannan140_e0000.0
362strch1_e0strch1_e0000.0
363strch2_e0strch2_e0000.0
364amylose300_e0amylose300_e0000.0
365starch1200_e0starch1200_e0000.0
366arabttr_e0arabttr_e0000.0
367arabinan101_e0arabinan101_e0000.0
368arabinogal_e0arabinogal_e0000.0
369argarg_e0argarg_e0000.0
370hspg_degr_4_e0hspg_degr_4_e0000.0
371hspg_degr_5_e0hspg_degr_5_e0000.0
372hspg_degr_9_e0hspg_degr_9_e0000.0
373hspg_degr_10_e0hspg_degr_10_e0000.0
374hspg_degr_3_e0hspg_degr_3_e0000.0
375hspg_degr_8_e0hspg_degr_8_e0000.0
376mn_e0mn_e0000.0
377cpd00153_e0Benzoate_e0000.0
378cpd15836_e0L-Carnosine_e0000.0
379cpd01012_e0Cd2+_e0000.0
380cps_bt_e0cps_bt_e0000.000406
381cspg_a_degr_e0cspg_a_degr_e0000.0
382acgalglcur_e0acgalglcur_e0000.0
383cspg_b_degr_e0cspg_b_degr_e0000.0
384acgalidour2s_e0acgalidour2s_e0000.0
385cspg_c_degr_e0cspg_c_degr_e0000.0
386cspg_a_e0cspg_a_e0000.0
387cspg_ab_rest_e0cspg_ab_rest_e0000.0
388cspg_b_e0cspg_b_e0000.0
389cspg_c_e0cspg_c_e0000.0
390cspg_c_rest_e0cspg_c_rest_e0000.0
391cpd08305_e0crotonobetaine_e0000.0
392dt5hsu_e0dt5hsu_e0000.0
3932omfuc_e02omfuc_e0000.0
3942omxyl_e02omxyl_e0000.0
3953ddlhept_e03ddlhept_e0000.0
396Ser_Thr_e0Ser_Thr_e0000.0
397T_antigen_e0T_antigen_e0000.0
398Tn_antigen_e0Tn_antigen_e0000.0
399acerA_e0acerA_e0000.0
400acgalidour_e0acgalidour_e0000.0
401apio_D_e0apio_D_e0000.0
402core2_e0core2_e0000.0
403core3_e0core3_e0000.0
404core4_e0core4_e0000.0
405core5_e0core5_e0000.0
406core6_e0core6_e0000.0
407core7_e0core7_e0000.0
408core8_e0core8_e0000.0
409dsT_antigen_e0dsT_antigen_e0000.0
410f1a_e0f1a_e0000.0
411cpd00393_e0Folate_e0000.0
412fucneulacnhx_e0fucneulacnhx_e0000.0
413galam_e0galam_e0000.0
414gam26s_e0gam26s_e0000.0
415gchola_e0gchola_e0000.0
416glyasn_e0glyasn_e0000.0
417glyasp_e0glyasp_e0000.0
418glycogen1500_e0glycogen1500_e0000.0
419cpd11580_e0Gly-Gln_e0000.0
420glyglu_e0glyglu_e0000.0
421cpd01391_e0Glycylglycine_e0000.0
422cpd15604_e0Gly-Leu_e0000.0
423cpd11591_e0Gly-Met_e0000.0
424cpd15605_e0Gly-Phe_e0000.0
425glypro_e0glypro_e0000.0
426cpd15606_e0Gly-Tyr_e0000.0
427gncore1_e0gncore1_e0000.0
428gncore2_e0gncore2_e0000.0
429ha_e0ha_e0000.0
430ha_deg1_e0ha_deg1_e0000.0
431ha_pre1_e0ha_pre1_e0000.0
432homogal_e0homogal_e0000.0
433hspg_e0hspg_e0000.0
434hspg_degr_1_e0hspg_degr_1_e0000.0
435hspg_degr_11_e0hspg_degr_11_e0000.0
436hspg_degr_12_e0hspg_degr_12_e0000.0
437hspg_degr_13_e0hspg_degr_13_e0000.0
438hspg_degr_14_e0hspg_degr_14_e0000.0
439hspg_degr_15_e0hspg_degr_15_e0000.0
440hspg_degr_2_e0hspg_degr_2_e0000.0
441hspg_degr_6_e0hspg_degr_6_e0000.0
442hspg_degr_7_e0hspg_degr_7_e0000.0
443hspg_rest_e0hspg_rest_e0000.0
444idour_e0idour_e0000.0
445cpd00703_e0Indoleacetate_e0000.0
446indlac_e0indlac_e0000.0
447cpd11602_e0Inulin_e0000.0
448isobut_e0isobut_e0000.0
449isocapr_e0isocapr_e0000.0
450isoval_e0isoval_e0000.0
451cpd00875_e0KDO_e0000.0
452kesto_e0kesto_e0000.0
453kestopt_e0kestopt_e0000.0
454kestottr_e0kestottr_e0000.0
455l2n2m2mn_e0l2n2m2mn_e0000.0
456lacdfucttr_e0lacdfucttr_e0000.0
457lacndfuchx_e0lacndfuchx_e0000.0
458lacnfucpt_e0lacnfucpt_e0000.0
459lacnnttr_e0lacnnttr_e0000.0
460lacnttr_e0lacnttr_e0000.0
461leugly_e0leugly_e0000.0
462leuleu_e0leuleu_e0000.0
463levan1000_e0levan1000_e0000.0
464levanb_e0levanb_e0000.0
465levanttr_e0levanttr_e0000.0
466levantttr_e0levantttr_e0000.0
467lmn2_e0lmn2_e0000.0
468lmn30_e0lmn30_e0000.0
469lps_bt_e0lps_bt_e0000.00169
470cpd15494_e0Maltoheptaose_e0000.0
471cpd01399_e0Maltotetraose_e0000.0
472manb_e0manb_e0000.0
473manpt_e0manpt_e0000.0
474mantr_e0mantr_e0000.0
475manttr_e0manttr_e0000.0
476mbenz_e0mbenz_e0000.0
477metala_e0metala_e0000.0
478mqn10_e0mqn10_e0000.0
479mqn11_e0mqn11_e0000.0
480cpd11606_e0Menaquinone 7_e0000.0
481cpd15500_e0Menaquinone 8_e0000.0
482mqn9_e0mqn9_e0000.0
483cpd00428_e02-Oxopropanal_e0000.0
484neulacnttr_e0neulacnttr_e0000.0
485oligofru4_e0oligofru4_e0000.0
486cpd00430_e0PACT_e0000.0
487cpd04097_e0Pb_e0000.0
488pe_cer1_bt_e0pe_cer1_bt_e0000.000406
489pect_e0pect_e0000.0
490pecticgal_e0pecticgal_e0000.0
491phearg_e0phearg_e0000.0
492phppa_e0phppa_e0000.0
493cpd00143_e0Phenylpyruvate_e0000.0
494plac_e0plac_e0000.0
495pullulan1200_e0pullulan1200_e0000.0
496cpd00382_e0Melitose_e0000.0
497rhamnogalurI_e0rhamnogalurI_e0000.0
498rhamnogalurII_e0rhamnogalurII_e0000.0
499cpd00220_e0Riboflavin_e0000.0
500s2l2fn2m2masn_e0s2l2fn2m2masn_e0000.0
501s2l2n2m2masn_e0s2l2n2m2masn_e0000.0
502sT_antigen_e0sT_antigen_e0000.0
503sTn_antigen_e0sTn_antigen_e0000.0
504cpd05228_e0Skatole_e0000.0
505sphmyln_bt_e0sphmyln_bt_e0000.000406
506stys_e0stys_e0000.0
507cpd03047_e0Taurocholate_e0000.0
508unsdigalur_e0unsdigalur_e0000.0
5091Species12.04444409.876096
5102Species25.1960185.6054260
511EnvironmentEnvironment016.87948714.637501
5121Species1 listD-Glucose_e0Pyruvate_e0; H2O_e0
5132Species2 listD-Glucose_e0; NH3_e0D-Lactate_e0; CO2_e0
514Environment listEnvironment list0H2_e0; Acetate_e0; CO2_e0; H+_e0H2_e0; Succinate_e0; H2O_e0; H+_e0
\n", - "
" - ], - "text/plain": [ - " IDs Metabolites/Donor \\\n", - "0 cpd03161_e0 Phenethylamine_e0 \n", - "1 cpd01155_e0 Cadaverine_e0 \n", - "2 cpd00130_e0 L-Malate_e0 \n", - "3 cpd04273_e0 Deferoxamine_e0 \n", - "4 cpd02361_e0 4-Hydroxyphenylacetaldehyde_e0 \n", - "5 cpd04095_e0 Fusidic acid_e0 \n", - "6 cpd15468_e0 Glycerophosphoserine_e0 \n", - "7 cpd03704_e0 dIMP_e0 \n", - "8 cpd00396_e0 L-Rhamnose_e0 \n", - "9 metsox-S-L-e_e0 L-Methionine Sulfoxide \n", - "10 cpd21754_e0 1-4-alpha-D-Glucan_e0 \n", - "11 cpd02611_e0 N-Acetyl-D-glucosamine1-phosphate_e0 \n", - "12 cpd00391_e0 D-Xylonate_e0 \n", - "13 cpd00247_e0 Orotate_e0 \n", - "14 cpd00305_e0 Thiamin_e0 \n", - "15 cpd00988_e0 3'-AMP_e0 \n", - "16 cpd15127_e0 AI-2_e0 \n", - "17 cpd00224_e0 L-Arabinose_e0 \n", - "18 cpd15460_e0 ferric 2,3-dihydroxybenzoylserine_e0 \n", - "19 cpd15518_e0 (O16 antigen)x4 core oligosaccharide lipid A_e0 \n", - "20 cpd00043_e0 UDP-galactose_e0 \n", - "21 cpd00294_e0 dAMP_e0 \n", - "22 cpd00060_e0 L-Methionine_e0 \n", - "23 cpd00541_e0 Lipoate_e0 \n", - "24 cpd00207_e0 Guanine_e0 \n", - "25 cpd03847_e0 Myristic acid_e0 \n", - "26 cpd00637_e0 D-Methionine_e0 \n", - "27 cpd09252_e0 3-Coumaric acid_e0 \n", - "28 cpd11579_e0 ethanesulfonate_e0 \n", - "29 cpd04089_e0 Rifampin_e0 \n", - "30 cpd00132_e0 L-Asparagine_e0 \n", - "31 cpd00137_e0 Citrate_e0 \n", - "32 cpd00208_e0 LACT_e0 \n", - "33 cpd14659_e0 L-Galactonate_e0 \n", - "34 cpd00745_e0 Hydracrylic acid_e0 \n", - "35 cpd15463_e0 ferroxamine minus Fe(3)_e0 \n", - "36 cpd24363_e0 Cs+_e0 \n", - "37 cpd00038_e0 GTP_e0 \n", - "38 cpd02090_e0 Glycerophosphoglycerol_e0 \n", - "39 cpd00033_e0 Glycine_e0 \n", - "40 sq-e_e0 Sulphoquinovose \n", - "41 cpd00009_e0 Phosphate_e0 \n", - "42 cpd00311_e0 Guanosine_e0 \n", - "43 cpd00039_e0 L-Lysine_e0 \n", - "44 cpd02357_e0 Dopamine_e0 \n", - "45 cpd00609_e0 D-Glucarate_e0 \n", - "46 cpd00453_e0 1,2-Propanediol_e0 \n", - "47 cpd00149_e0 Co2+_e0 \n", - "48 cpd00063_e0 Ca2+_e0 \n", - "49 cpd00751_e0 L-Fucose_e0 \n", - "50 cpd04461_e0 Minocycline_e0 \n", - "51 cpd00215_e0 Pyridoxal_e0 \n", - "52 cpd15495_e0 Maltopentaose_e0 \n", - "53 cpd15457_e0 (enterobacterial common antigen)x4 core oligos... \n", - "54 cpd00264_e0 Spermidine_e0 \n", - "55 cpd00666_e0 Tartrate_e0 \n", - "56 cpd03702_e0 2',3'-Cyclic GMP_e0 \n", - "57 cpd00116_e0 Methanol_e0 \n", - "58 cpd01217_e0 Xanthosine_e0 \n", - "59 cpd03724_e0 Ferrichrome_e0 \n", - "60 cpd03454_e0 3'-CMP_e0 \n", - "61 cpd00322_e0 L-Isoleucine_e0 \n", - "62 cpd00276_e0 GLUM_e0 \n", - "63 cpd11640_e0 H2_e0 \n", - "64 cpd00205_e0 K+_e0 \n", - "65 cpd01171_e0 Dulcose_e0 \n", - "66 cpd00635_e0 Cbl_e0 \n", - "67 cpd00041_e0 L-Aspartate_e0 \n", - "68 cpd00249_e0 Uridine_e0 \n", - "69 cpd00288_e0 D-Glucosamine phosphate_e0 \n", - "70 cpd00492_e0 N-Acetyl-D-mannosamine_e0 \n", - "71 cpd00161_e0 L-Threonine_e0 \n", - "72 cpd00036_e0 Succinate_e0 \n", - "73 cpd00100_e0 Glycerol_e0 \n", - "74 cpd01017_e0 Cys-Gly_e0 \n", - "75 cpd04099_e0 Phosphonate_e0 \n", - "76 cpd00232_e0 Neu5Ac_e0 \n", - "77 cpd00412_e0 Deoxyuridine_e0 \n", - "78 cpd00092_e0 Uracil_e0 \n", - "79 cpd00374_e0 Tyramine_e0 \n", - "80 cpd00034_e0 Zn2+_e0 \n", - "81 cpd02150_e0 L-2,3-Diaminopropionate_e0 \n", - "82 cpd00532_e0 O2-_e0 \n", - "83 cpd00098_e0 Choline_e0 \n", - "84 cpd00079_e0 D-glucose-6-phosphate_e0 \n", - "85 metglcur-e_e0 1-O-methyl-Beta-D-glucuronate \n", - "86 cpd00027_e0 D-Glucose_e0 \n", - "87 cpd00048_e0 Sulfate_e0 \n", - "88 cpd00218_e0 Niacin_e0 \n", - "89 cpd00386_e0 D-Malate_e0 \n", - "90 cpd00226_e0 HYXN_e0 \n", - "91 cpd00080_e0 Glycerol-3-phosphate_e0 \n", - "92 cpd03294_e0 Aerobactin_e0 \n", - "93 cpd00064_e0 Ornithine_e0 \n", - "94 cpd08304_e0 Dihydro-3-coumaric acid_e0 \n", - "95 cpd00085_e0 beta-Alanine_e0 \n", - "96 cpd00065_e0 L-Tryptophan_e0 \n", - "97 cpd15459_e0 phosphoethanolamine KDO(2)-lipid (A)_e0 \n", - "98 cpd00371_e0 Propanal_e0 \n", - "99 cpd00150_e0 HCN_e0 \n", - "100 cpd00355_e0 Nicotinamide ribonucleotide_e0 \n", - "101 cpd00281_e0 GABA_e0 \n", - "102 cpd00024_e0 2-Oxoglutarate_e0 \n", - "103 cpd01405_e0 Pseudouridine_e0 \n", - "104 dhps-e_e0 2,3-Dihydroxypropane-1-sulfonate \n", - "105 cpd00026_e0 UDP-glucose_e0 \n", - "106 cpd00211_e0 Butyrate_e0 \n", - "107 cpd15462_e0 Ferrichrome minus Fe(III)_e0 \n", - "108 cpd00653_e0 D-Galactonate_e0 \n", - "109 cpd15574_e0 tungstate_e0 \n", - "110 cpd00971_e0 Na+_e0 \n", - "111 cpd00151_e0 Thymine_e0 \n", - "112 cpd00050_e0 FMN_e0 \n", - "113 cpd01055_e0 D-Allose_e0 \n", - "114 cpd03191_e0 D-Glucuronate 1-phosphate_e0 \n", - "115 cpd00126_e0 GMP_e0 \n", - "116 cpd00013_e0 NH3_e0 \n", - "117 cpd15386_e0 L-alanine-D-glutamate-meso-2,6-diaminoheptaned... \n", - "118 cpd00235_e0 D-mannose-6-phosphate_e0 \n", - "119 cpd00381_e0 L-Cystine_e0 \n", - "120 cpd00221_e0 D-Lactate_e0 \n", - "121 cpd00438_e0 Deoxyadenosine_e0 \n", - "122 cpd00018_e0 AMP_e0 \n", - "123 cpd03422_e0 Cobinamide_e0 \n", - "124 cpd00141_e0 Propionate_e0 \n", - "125 cpd00159_e0 L-Lactate_e0 \n", - "126 cpd00007_e0 O2_e0 \n", - "127 cpd15559_e0 psicoselysine_e0 \n", - "128 tartr-D-e_e0 D-tartrate \n", - "129 cpd00138_e0 D-Mannose_e0 \n", - "130 cpd00114_e0 IMP_e0 \n", - "131 cpd15482_e0 hepta-acylated core oligosaccharide lipid A_e0 \n", - "132 cpd00157_e0 Glycerone_e0 \n", - "133 cpd03387_e0 Selenite_e0 \n", - "134 cpd15387_e0 L-alanine-D-glutamate-meso-2,6-diaminoheptaned... \n", - "135 cpd00644_e0 PAN_e0 \n", - "136 cpd00552_e0 F-_e0 \n", - "137 cpd00363_e0 Ethanol_e0 \n", - "138 cpd01571_e0 2',3'-Cyclic CMP_e0 \n", - "139 cpd00179_e0 Maltose_e0 \n", - "140 cpd00108_e0 Galactose_e0 \n", - "141 cpd00309_e0 XAN_e0 \n", - "142 cpd00709_e0 beta D-Galactose_e0 \n", - "143 cpd00058_e0 Cu2+_e0 \n", - "144 cpd15392_e0 4-Amino-4-deoxy-L-arabinose modified core olig... \n", - "145 cpd00507_e0 Glycerophosphocholine_e0 \n", - "146 cpd00298_e0 dTMP_e0 \n", - "147 cpd00448_e0 D-Glyceraldehyde_e0 \n", - "148 cpd00047_e0 Formate_e0 \n", - "149 cpd00156_e0 L-Valine_e0 \n", - "150 cpd00540_e0 BET_e0 \n", - "151 cpd00028_e0 Heme_e0 \n", - "152 cpd00031_e0 GDP_e0 \n", - "153 cpd01981_e0 5-Methylthio-D-ribose_e0 \n", - "154 cpd15390_e0 N-Acetyl-D-galactosamine 1-phosphate_e0 \n", - "155 cpd00121_e0 L-Inositol_e0 \n", - "156 cpd11574_e0 Molybdate_e0 \n", - "157 cpd00107_e0 L-Leucine_e0 \n", - "158 cpd00066_e0 L-Phenylalanine_e0 \n", - "159 cpd01376_e0 Cellotetraose_e0 \n", - "160 cpd00588_e0 Sorbitol_e0 \n", - "161 cpd00654_e0 Deoxycytidine_e0 \n", - "162 cpd00573_e0 L-Idonate_e0 \n", - "163 cpd01092_e0 Allantoin_e0 \n", - "164 cpd01262_e0 Amylotriose_e0 \n", - "165 cpd01570_e0 2',3'-Cyclic AMP_e0 \n", - "166 cpd08374_e0 alpha-Mannosylglycerate_e0 \n", - "167 cpd12843_e0 Fe(III)hydroxamate_e0 \n", - "168 cpd03701_e0 Gp_e0 \n", - "169 cpd00348_e0 D-Galactose 1-phosphate_e0 \n", - "170 cpd00106_e0 Fumarate_e0 \n", - "171 cpd00142_e0 Acetoacetate_e0 \n", - "172 cpd03725_e0 Fe(III)dicitrate_e0 \n", - "173 cpd00119_e0 L-Histidine_e0 \n", - "174 cpd00029_e0 Acetate_e0 \n", - "175 cpd00516_e0 meso-2,6-Diaminopimelate_e0 \n", - "176 cpd00464_e0 alpha-Tolualdehyde_e0 \n", - "177 cpd03977_e0 Tetracycline_e0 \n", - "178 cpd00367_e0 Cytidine_e0 \n", - "179 cpd00037_e0 UDP-N-acetylglucosamine_e0 \n", - "180 cpd00059_e0 L-Ascorbate_e0 \n", - "181 cpd00989_e0 3'-UMP_e0 \n", - "182 cpd00266_e0 Carnitine_e0 \n", - "183 cpd15298_e0 tetradecenoate_e0 \n", - "184 cpd15411_e0 aerobactin minus Fe3_e0 \n", - "185 cpd00908_e0 Glycerophosphoethanolamine_e0 \n", - "186 cpd01067_e0 L-Lyxose_e0 \n", - "187 cpd10515_e0 Fe2+_e0 \n", - "188 cpd01211_e0 Thiocyanate_e0 \n", - "189 cpd00307_e0 Cytosine_e0 \n", - "190 cpd00902_e0 sn-glycero-3-Phospho-1-inositol_e0 \n", - "191 cpd00441_e0 (CH3)3N_e0 \n", - "192 cpd00184_e0 Thymidine_e0 \n", - "193 cpd00587_e0 D-Cysteine_e0 \n", - "194 cpd00455_e0 2-Deoxy-D-glucose_e0 \n", - "195 cpd00550_e0 D-Serine_e0 \n", - "196 cpd01861_e0 (R)-1,2-Propanediol_e0 \n", - "197 cpd00081_e0 Sulfite_e0 \n", - "198 cpd00164_e0 Glucuronate_e0 \n", - "199 cpd04100_e0 Ag_e0 \n", - "200 cpd00254_e0 Mg_e0 \n", - "201 cpd00314_e0 D-Mannitol_e0 \n", - "202 cpd00128_e0 Adenine_e0 \n", - "203 cpd00084_e0 L-Cysteine_e0 \n", - "204 cpd00277_e0 Deoxyguanosine_e0 \n", - "205 cpd01908_e0 Glycerol 2-phosphate_e0 \n", - "206 cpd00870_e0 gamma-butyrobetaine_e0 \n", - "207 cpd15493_e0 cold adapted KDO(2)-lipid (A)_e0 \n", - "208 cpd03726_e0 Fe-enterochlin_e0 \n", - "209 cpd15461_e0 Fe(III)hydoxamate, unloaded_e0 \n", - "210 cpd00182_e0 Adenosine_e0 \n", - "211 cpd03198_e0 Melibiose_e0 \n", - "212 cpd00832_e0 N-Acetyl-D-chondrosamine_e0 \n", - "213 cpd00105_e0 D-Ribose_e0 \n", - "214 cpd01757_e0 N-Acetylmuramate_e0 \n", - "215 cpd00117_e0 D-Alanine_e0 \n", - "216 cpd00071_e0 Acetaldehyde_e0 \n", - "217 cpd00659_e0 Nitrous oxide_e0 \n", - "218 cpd00222_e0 GLCN_e0 \n", - "219 cpd00268_e0 H2S2O3_e0 \n", - "220 cpd15466_e0 fructoselysine_e0 \n", - "221 cpd00020_e0 Pyruvate_e0 \n", - "222 cpd00015_e0 FAD_e0 \n", - "223 cpd00531_e0 Hg2+_e0 \n", - "224 cpd00104_e0 BIOT_e0 \n", - "225 cpd00162_e0 Aminoethanol_e0 \n", - "226 cpd03587_e0 kdo2-lipid a_e0 \n", - "227 cpd00055_e0 Formaldehyde_e0 \n", - "228 cpd00244_e0 Ni2+_e0 \n", - "229 cpd00099_e0 Cl-_e0 \n", - "230 cpd00091_e0 UMP_e0 \n", - "231 cpd00722_e0 O-Acetyl-L-serine_e0 \n", - "232 cpd02027_e0 S-Methyl-L-methionine_e0 \n", - "233 cpd10516_e0 fe3_e0 \n", - "234 cpd15237_e0 hexadecenoate_e0 \n", - "235 cpd01015_e0 Cyanate_e0 \n", - "236 cpd00069_e0 L-Tyrosine_e0 \n", - "237 cpd01080_e0 ocdca_e0 \n", - "238 cpd19028_e0 alpha-D-Ribose 5-phosphate_e0 \n", - "239 cpd00794_e0 TRHL_e0 \n", - "240 cpd00158_e0 CELB_e0 \n", - "241 cpd03032_e0 Novobiocin_e0 \n", - "242 cpd00073_e0 Urea_e0 \n", - "243 cpd00075_e0 Nitrite_e0 \n", - "244 cpd00781_e0 5-Dehydrogluconate_e0 \n", - "245 cpd03696_e0 Ursin_e0 \n", - "246 cpd15432_e0 core oligosaccharide lipid A_e0 \n", - "247 cpd00450_e0 Methyl sulfide_e0 \n", - "248 cpd00248_e0 Quinate_e0 \n", - "249 cpd00246_e0 Inosine_e0 \n", - "250 cpd03343_e0 Phenylpropanoate_e0 \n", - "251 cpd03279_e0 Deoxyinosine_e0 \n", - "252 cpd00175_e0 UDP-N-acetyl-D-galactosamine_e0 \n", - "253 cpd01151_e0 Adriamycin_e0 \n", - "254 cpd08928_e0 L-Threonine phosphate_e0 \n", - "255 cpd00280_e0 D-Galacturonate_e0 \n", - "256 cpd00076_e0 Sucrose_e0 \n", - "257 cpd00536_e0 Oleate_e0 \n", - "258 cpd00300_e0 Urate_e0 \n", - "259 cpd01107_e0 Decanoate_e0 \n", - "260 cpd04098_e0 Arsenite_e0 \n", - "261 cpd03912_e0 Phosphotyrosine_e0 \n", - "262 cpd00214_e0 Palmitate_e0 \n", - "263 cpd00082_e0 D-Fructose_e0 \n", - "264 cpd01572_e0 2',3'-Cyclic UMP_e0 \n", - "265 cpd01741_e0 ddca_e0 \n", - "266 cpd00418_e0 NO_e0 \n", - "267 cpd00035_e0 L-Alanine_e0 \n", - "268 cpd00176_e0 2-keto-3-deoxygluconate_e0 \n", - "269 cpd00885_e0 Phytate_e0 \n", - "270 metsox-R-L-e_e0 L-methionine-R-sulfoxide \n", - "271 cpd00296_e0 dGMP_e0 \n", - "272 cpd00731_e0 Ala-Ala_e0 \n", - "273 cpd03846_e0 octanoate_e0 \n", - "274 cpd00206_e0 dCMP_e0 \n", - "275 cpd06201_e0 Sulfur dioxide_e0 \n", - "276 cpd00042_e0 GSH_e0 \n", - "277 cpd00419_e0 PM_e0 \n", - "278 cpd00054_e0 L-Serine_e0 \n", - "279 cpd00129_e0 L-Proline_e0 \n", - "280 cpd11596_e0 butanesulfonate_e0 \n", - "281 cpd00122_e0 N-Acetyl-D-glucosamine_e0 \n", - "282 cpd00652_e0 D-Mucic acid_e0 \n", - "283 cpd00023_e0 L-Glutamate_e0 \n", - "284 cpd09878_e0 Sulfoacetate_e0 \n", - "285 cpd15483_e0 hepta-acylated KDO(2)-lipid (A)_e0 \n", - "286 4abzglu-e_e0 4-aminobenzoyl-glutamate \n", - "287 cpd10924_e0 Cadmium chloride_e0 \n", - "288 cpd01329_e0 Maltohexaose_e0 \n", - "289 cpd00051_e0 L-Arginine_e0 \n", - "290 cpd00046_e0 CMP_e0 \n", - "291 cpd00011_e0 CO2_e0 \n", - "292 cpd00497_e0 XMP_e0 \n", - "293 cpd15396_e0 N-Acetyl-D-glucosamine(anhydrous)N-Acetylmuram... \n", - "294 cpd00111_e0 Oxidized glutathione_e0 \n", - "295 cpd00139_e0 Glycolate_e0 \n", - "296 cpd00154_e0 Xylose_e0 \n", - "297 cpd00053_e0 L-Glutamine_e0 \n", - "298 cpd01024_e0 Methane_e0 \n", - "299 cpd10719_e0 D-Carnitine_e0 \n", - "300 cpd15385_e0 L-alanine-D-glutamate_e0 \n", - "301 cpd00118_e0 Putrescine_e0 \n", - "302 cpd15551_e0 L-Prolinylglycine_e0 \n", - "303 cpd15388_e0 L-alanine-L-glutamate_e0 \n", - "304 cpd03048_e0 Isethionate_e0 \n", - "305 cpd00738_e0 phosphoserine_e0 \n", - "306 cpd30760_e0 Cu(I)_e0 \n", - "307 cpd01157_e0 Chitobiose_e0 \n", - "308 cpd00227_e0 L-Homoserine_e0 \n", - "309 cpd00680_e0 Chloramphenicol_e0 \n", - "310 cpd00263_e0 Pyridoxol_e0 \n", - "311 cpd00210_e0 Taurine_e0 \n", - "312 cpd15437_e0 coprogen_e0 \n", - "313 cpd00089_e0 Glucose-1-phosphate_e0 \n", - "314 cpd03453_e0 Enterobactin_e0 \n", - "315 cpd15438_e0 coprogen unloaded (no Fe(III))_e0 \n", - "316 cpd00672_e0 D-Fructuronate_e0 \n", - "317 cpd02500_e0 Protocatechuatealdehyde_e0 \n", - "318 cpd08023_e0 methanesulfonate_e0 \n", - "319 cpd00030_e0 Manganese(2+)_e0 \n", - "320 cpd01113_e0 Hexanoate_e0 \n", - "321 cpd03396_e0 Selenate_e0 \n", - "322 cpd00166_e0 Calomide_e0 \n", - "323 cpd00359_e0 indol_e0 \n", - "324 cpd08021_e0 DMSO_e0 \n", - "325 cpd00144_e0 UDPglucuronate_e0 \n", - "326 cpd25960_e0 MePn_e0 \n", - "327 cpd03586_e0 kdo2-lipid iva_e0 \n", - "328 cpd00209_e0 Nitrate_e0 \n", - "329 cpd00299_e0 dUMP_e0 \n", - "330 cpd00152_e0 Agmatine_e0 \n", - "331 cpd00239_e0 H2S_e0 \n", - "332 cpd00072_e0 D-fructose-6-phosphate_e0 \n", - "333 cpd00001_e0 H2O_e0 \n", - "334 cpd00259_e0 D-Lyxulose_e0 \n", - "335 cpd00025_e0 H2O2_e0 \n", - "336 colipap-e_e0 Core oligosaccharide lipid A diphosphate \n", - "337 cpd00811_e0 (CH3)3NO_e0 \n", - "338 cpd00223_e0 Glycerate_e0 \n", - "339 cpd00067_e0 H+_e0 \n", - "340 cpd00383_e0 Shikimate_e0 \n", - "341 cpd11658_e0 Dextran \n", - "342 12ethd_e0 12ethd_e0 \n", - "343 2fuclac_e0 2fuclac_e0 \n", - "344 3fuclac_e0 3fuclac_e0 \n", - "345 cpd00136_e0 4-Hydroxybenzoate_e0 \n", - "346 cpd00489_e0 4-Hydroxyphenylacetate_e0 \n", - "347 7ocholate_e0 7ocholate_e0 \n", - "348 cpd03105_e0 Acetol_e0 \n", - "349 s2l2n2m2m_e0 s2l2n2m2m_e0 \n", - "350 s2l2n2m2mn_e0 s2l2n2m2mn_e0 \n", - "351 chtbs_e0 chtbs_e0 \n", - "352 n2m2mn_e0 n2m2mn_e0 \n", - "353 m2mn_e0 m2mn_e0 \n", - "354 alaasp_e0 alaasp_e0 \n", - "355 cpd11587_e0 Ala-Gln_e0 \n", - "356 alaglu_e0 alaglu_e0 \n", - "357 alagly_e0 alagly_e0 \n", - "358 cpd11584_e0 Ala-His_e0 \n", - "359 cpd11583_e0 Ala-Leu_e0 \n", - "360 alathr_e0 alathr_e0 \n", - "361 amannan140_e0 amannan140_e0 \n", - "362 strch1_e0 strch1_e0 \n", - "363 strch2_e0 strch2_e0 \n", - "364 amylose300_e0 amylose300_e0 \n", - "365 starch1200_e0 starch1200_e0 \n", - "366 arabttr_e0 arabttr_e0 \n", - "367 arabinan101_e0 arabinan101_e0 \n", - "368 arabinogal_e0 arabinogal_e0 \n", - "369 argarg_e0 argarg_e0 \n", - "370 hspg_degr_4_e0 hspg_degr_4_e0 \n", - "371 hspg_degr_5_e0 hspg_degr_5_e0 \n", - "372 hspg_degr_9_e0 hspg_degr_9_e0 \n", - "373 hspg_degr_10_e0 hspg_degr_10_e0 \n", - "374 hspg_degr_3_e0 hspg_degr_3_e0 \n", - "375 hspg_degr_8_e0 hspg_degr_8_e0 \n", - "376 mn_e0 mn_e0 \n", - "377 cpd00153_e0 Benzoate_e0 \n", - "378 cpd15836_e0 L-Carnosine_e0 \n", - "379 cpd01012_e0 Cd2+_e0 \n", - "380 cps_bt_e0 cps_bt_e0 \n", - "381 cspg_a_degr_e0 cspg_a_degr_e0 \n", - "382 acgalglcur_e0 acgalglcur_e0 \n", - "383 cspg_b_degr_e0 cspg_b_degr_e0 \n", - "384 acgalidour2s_e0 acgalidour2s_e0 \n", - "385 cspg_c_degr_e0 cspg_c_degr_e0 \n", - "386 cspg_a_e0 cspg_a_e0 \n", - "387 cspg_ab_rest_e0 cspg_ab_rest_e0 \n", - "388 cspg_b_e0 cspg_b_e0 \n", - "389 cspg_c_e0 cspg_c_e0 \n", - "390 cspg_c_rest_e0 cspg_c_rest_e0 \n", - "391 cpd08305_e0 crotonobetaine_e0 \n", - "392 dt5hsu_e0 dt5hsu_e0 \n", - "393 2omfuc_e0 2omfuc_e0 \n", - "394 2omxyl_e0 2omxyl_e0 \n", - "395 3ddlhept_e0 3ddlhept_e0 \n", - "396 Ser_Thr_e0 Ser_Thr_e0 \n", - "397 T_antigen_e0 T_antigen_e0 \n", - "398 Tn_antigen_e0 Tn_antigen_e0 \n", - "399 acerA_e0 acerA_e0 \n", - "400 acgalidour_e0 acgalidour_e0 \n", - "401 apio_D_e0 apio_D_e0 \n", - "402 core2_e0 core2_e0 \n", - "403 core3_e0 core3_e0 \n", - "404 core4_e0 core4_e0 \n", - "405 core5_e0 core5_e0 \n", - "406 core6_e0 core6_e0 \n", - "407 core7_e0 core7_e0 \n", - "408 core8_e0 core8_e0 \n", - "409 dsT_antigen_e0 dsT_antigen_e0 \n", - "410 f1a_e0 f1a_e0 \n", - "411 cpd00393_e0 Folate_e0 \n", - "412 fucneulacnhx_e0 fucneulacnhx_e0 \n", - "413 galam_e0 galam_e0 \n", - "414 gam26s_e0 gam26s_e0 \n", - "415 gchola_e0 gchola_e0 \n", - "416 glyasn_e0 glyasn_e0 \n", - "417 glyasp_e0 glyasp_e0 \n", - "418 glycogen1500_e0 glycogen1500_e0 \n", - "419 cpd11580_e0 Gly-Gln_e0 \n", - "420 glyglu_e0 glyglu_e0 \n", - "421 cpd01391_e0 Glycylglycine_e0 \n", - "422 cpd15604_e0 Gly-Leu_e0 \n", - "423 cpd11591_e0 Gly-Met_e0 \n", - "424 cpd15605_e0 Gly-Phe_e0 \n", - "425 glypro_e0 glypro_e0 \n", - "426 cpd15606_e0 Gly-Tyr_e0 \n", - "427 gncore1_e0 gncore1_e0 \n", - "428 gncore2_e0 gncore2_e0 \n", - "429 ha_e0 ha_e0 \n", - "430 ha_deg1_e0 ha_deg1_e0 \n", - "431 ha_pre1_e0 ha_pre1_e0 \n", - "432 homogal_e0 homogal_e0 \n", - "433 hspg_e0 hspg_e0 \n", - "434 hspg_degr_1_e0 hspg_degr_1_e0 \n", - "435 hspg_degr_11_e0 hspg_degr_11_e0 \n", - "436 hspg_degr_12_e0 hspg_degr_12_e0 \n", - "437 hspg_degr_13_e0 hspg_degr_13_e0 \n", - "438 hspg_degr_14_e0 hspg_degr_14_e0 \n", - "439 hspg_degr_15_e0 hspg_degr_15_e0 \n", - "440 hspg_degr_2_e0 hspg_degr_2_e0 \n", - "441 hspg_degr_6_e0 hspg_degr_6_e0 \n", - "442 hspg_degr_7_e0 hspg_degr_7_e0 \n", - "443 hspg_rest_e0 hspg_rest_e0 \n", - "444 idour_e0 idour_e0 \n", - "445 cpd00703_e0 Indoleacetate_e0 \n", - "446 indlac_e0 indlac_e0 \n", - "447 cpd11602_e0 Inulin_e0 \n", - "448 isobut_e0 isobut_e0 \n", - "449 isocapr_e0 isocapr_e0 \n", - "450 isoval_e0 isoval_e0 \n", - "451 cpd00875_e0 KDO_e0 \n", - "452 kesto_e0 kesto_e0 \n", - "453 kestopt_e0 kestopt_e0 \n", - "454 kestottr_e0 kestottr_e0 \n", - "455 l2n2m2mn_e0 l2n2m2mn_e0 \n", - "456 lacdfucttr_e0 lacdfucttr_e0 \n", - "457 lacndfuchx_e0 lacndfuchx_e0 \n", - "458 lacnfucpt_e0 lacnfucpt_e0 \n", - "459 lacnnttr_e0 lacnnttr_e0 \n", - "460 lacnttr_e0 lacnttr_e0 \n", - "461 leugly_e0 leugly_e0 \n", - "462 leuleu_e0 leuleu_e0 \n", - "463 levan1000_e0 levan1000_e0 \n", - "464 levanb_e0 levanb_e0 \n", - "465 levanttr_e0 levanttr_e0 \n", - "466 levantttr_e0 levantttr_e0 \n", - "467 lmn2_e0 lmn2_e0 \n", - "468 lmn30_e0 lmn30_e0 \n", - "469 lps_bt_e0 lps_bt_e0 \n", - "470 cpd15494_e0 Maltoheptaose_e0 \n", - "471 cpd01399_e0 Maltotetraose_e0 \n", - "472 manb_e0 manb_e0 \n", - "473 manpt_e0 manpt_e0 \n", - "474 mantr_e0 mantr_e0 \n", - "475 manttr_e0 manttr_e0 \n", - "476 mbenz_e0 mbenz_e0 \n", - "477 metala_e0 metala_e0 \n", - "478 mqn10_e0 mqn10_e0 \n", - "479 mqn11_e0 mqn11_e0 \n", - "480 cpd11606_e0 Menaquinone 7_e0 \n", - "481 cpd15500_e0 Menaquinone 8_e0 \n", - "482 mqn9_e0 mqn9_e0 \n", - "483 cpd00428_e0 2-Oxopropanal_e0 \n", - "484 neulacnttr_e0 neulacnttr_e0 \n", - "485 oligofru4_e0 oligofru4_e0 \n", - "486 cpd00430_e0 PACT_e0 \n", - "487 cpd04097_e0 Pb_e0 \n", - "488 pe_cer1_bt_e0 pe_cer1_bt_e0 \n", - "489 pect_e0 pect_e0 \n", - "490 pecticgal_e0 pecticgal_e0 \n", - "491 phearg_e0 phearg_e0 \n", - "492 phppa_e0 phppa_e0 \n", - "493 cpd00143_e0 Phenylpyruvate_e0 \n", - "494 plac_e0 plac_e0 \n", - "495 pullulan1200_e0 pullulan1200_e0 \n", - "496 cpd00382_e0 Melitose_e0 \n", - "497 rhamnogalurI_e0 rhamnogalurI_e0 \n", - "498 rhamnogalurII_e0 rhamnogalurII_e0 \n", - "499 cpd00220_e0 Riboflavin_e0 \n", - "500 s2l2fn2m2masn_e0 s2l2fn2m2masn_e0 \n", - "501 s2l2n2m2masn_e0 s2l2n2m2masn_e0 \n", - "502 sT_antigen_e0 sT_antigen_e0 \n", - "503 sTn_antigen_e0 sTn_antigen_e0 \n", - "504 cpd05228_e0 Skatole_e0 \n", - "505 sphmyln_bt_e0 sphmyln_bt_e0 \n", - "506 stys_e0 stys_e0 \n", - "507 cpd03047_e0 Taurocholate_e0 \n", - "508 unsdigalur_e0 unsdigalur_e0 \n", - "509 1 Species1 \n", - "510 2 Species2 \n", - "511 Environment Environment \n", - "512 1 Species1 list \n", - "513 2 Species2 list \n", - "514 Environment list Environment list \n", - "\n", - " Environment Species1 \\\n", - "0 0 0.0 \n", - "1 0 0.0 \n", - "2 0 0.0 \n", - "3 0 0.0 \n", - "4 0 0.0 \n", - "5 0 0.0 \n", - "6 0 0.0 \n", - "7 0 0.0 \n", - "8 0 0.0 \n", - "9 0 0.0 \n", - "10 0 0.0 \n", - "11 0 0.0 \n", - "12 0 0.0 \n", - "13 0 0.0 \n", - "14 0 -0.000019 \n", - "15 0 0.0 \n", - "16 0 0.0 \n", - "17 0 0.0 \n", - "18 0 0.0 \n", - "19 0 0.0 \n", - "20 0 0.0 \n", - "21 0 0.0 \n", - "22 0 -0.013371 \n", - "23 0 0.0 \n", - "24 0 0.0 \n", - "25 0 0.0 \n", - "26 0 0.0 \n", - "27 0 0.0 \n", - "28 0 0.0 \n", - "29 0 0.0 \n", - "30 0 -0.020942 \n", - "31 0 0.0 \n", - "32 0 0.0 \n", - "33 0 0.0 \n", - "34 0 0.0 \n", - "35 0 0.0 \n", - "36 0 0.0 \n", - "37 0 0.0 \n", - "38 0 0.0 \n", - "39 0 0.006599 \n", - "40 0 0.0 \n", - "41 0.237455 -0.0838 \n", - "42 0 0.0 \n", - "43 0 0.0 \n", - "44 0 0.0 \n", - "45 0 0.0 \n", - "46 0 0.0 \n", - "47 0.000408 -0.000002 \n", - "48 0.000858 -0.000452 \n", - "49 0 0.0 \n", - "50 0 0.0 \n", - "51 0 0.0 \n", - "52 0 0.0 \n", - "53 0 0.0 \n", - "54 0 0.0 \n", - "55 0 0.0 \n", - "56 0 0.0 \n", - "57 -0.000406 0.0 \n", - "58 0 0.0 \n", - "59 0 0.0 \n", - "60 0 0.0 \n", - "61 0 -0.02524 \n", - "62 0 0.0 \n", - "63 -7.858907 5.781746 \n", - "64 0.017363 -0.016957 \n", - "65 0 0.0 \n", - "66 0.000406 0.0 \n", - "67 0 -0.492787 \n", - "68 0 0.02877 \n", - "69 0 0.0 \n", - "70 0 0.0 \n", - "71 0 -0.007077 \n", - "72 -1.896507 0.057755 \n", - "73 0 0.0 \n", - "74 0 0.0 \n", - "75 0 0.0 \n", - "76 0 0.0 \n", - "77 0 0.0 \n", - "78 0 0.0 \n", - "79 0 0.0 \n", - "80 0.000435 -0.00003 \n", - "81 0 0.0 \n", - "82 0 0.0 \n", - "83 0.000406 0.0 \n", - "84 0 0.0 \n", - "85 0 0.0 \n", - "86 5.0 -1.629168 \n", - "87 0.000377 -0.000377 \n", - "88 0 0.0 \n", - "89 0 0.0 \n", - "90 0 0.0 \n", - "91 0 0.0 \n", - "92 0 0.0 \n", - "93 0 0.0 \n", - "94 0 0.0 \n", - "95 0 0.0 \n", - "96 0 -0.004938 \n", - "97 0 0.0 \n", - "98 0 0.0 \n", - "99 0 0.0 \n", - "100 0 0.0 \n", - "101 0 0.0 \n", - "102 0 0.0 \n", - "103 0 0.0 \n", - "104 0 0.0 \n", - "105 0 0.0 \n", - "106 0 0.0 \n", - "107 0 0.0 \n", - "108 0 0.0 \n", - "109 0 0.0 \n", - "110 0.000406 0.0 \n", - "111 0 0.0 \n", - "112 0 0.0 \n", - "113 0 0.0 \n", - "114 0 0.0 \n", - "115 0 0.0 \n", - "116 1.933339 -0.310906 \n", - "117 0 0.0 \n", - "118 0 0.0 \n", - "119 0 0.0 \n", - "120 0 2.478086 \n", - "121 0 0.0 \n", - "122 0 0.0 \n", - "123 0 0.0 \n", - "124 -0.0 0.0 \n", - "125 0 0.0 \n", - "126 0 0.0 \n", - "127 0 0.0 \n", - "128 0 0.0 \n", - "129 0 0.0 \n", - "130 0 0.0 \n", - "131 0 0 \n", - "132 0 0.0 \n", - "133 0 0.0 \n", - "134 0 0.0 \n", - "135 0 -0.000059 \n", - "136 0 0.0 \n", - "137 0 0.028505 \n", - "138 0 0.0 \n", - "139 0 0.0 \n", - "140 0 0.0 \n", - "141 0 0.0 \n", - "142 0 0.0 \n", - "143 0.000062 -0.000062 \n", - "144 0 0.0 \n", - "145 0 0.0 \n", - "146 0 0.0 \n", - "147 0 0.0 \n", - "148 -0.00365 0.0 \n", - "149 0 0.0 \n", - "150 0 0.0 \n", - "151 0.000406 0.0 \n", - "152 0 0.0 \n", - "153 0 0.0 \n", - "154 0 0.0 \n", - "155 0 0.0 \n", - "156 0.000001 -0.000001 \n", - "157 0 -0.03914 \n", - "158 0 0.015686 \n", - "159 0 0.0 \n", - "160 0 0.0 \n", - "161 0 0.0 \n", - "162 0 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"497 0.0 \n", - "498 0.0 \n", - "499 0.0 \n", - "500 0.0 \n", - "501 0.0 \n", - "502 0.0 \n", - "503 0.0 \n", - "504 0.0 \n", - "505 0.000406 \n", - "506 0.0 \n", - "507 0.0 \n", - "508 0.0 \n", - "509 9.876096 \n", - "510 0 \n", - "511 14.637501 \n", - "512 Pyruvate_e0; H2O_e0 \n", - "513 \n", - "514 H2_e0; Succinate_e0; H2O_e0; H+_e0 " - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "%%time\n", - "\n", - "# import the model\n", - "# from modelseedpy.fbapkg import kbasemediapkg\n", - "\n", - "from pandas import set_option\n", - "set_option('display.max_rows', None)\n", - "\n", - "%run ../../../modelseedpy/community/mscommunity.py\n", - "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", - "# kmp.build_package(media)\n", - "\n", - "# simulate and visualize the model\n", - "mscom = MSCommunity(model)\n", - "mscom.gapfill(media)\n", - "%time solution = mscom.run(media)\n", - "mscom.compute_interactions(solution, export_directory = '')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "print(cfba.model.name)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## FullThermo-constrained model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Define and execute the model" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [ - "# import the model\n", - "# from modelseedpy.fbapkg import kbasemediapkg\n", - "\n", - "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", - "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", - "\n", - "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", - "# kmp.build_package(media)\n", - "\n", - "# simulate and visualize the model\n", - "mscom = MSCommunity(model)\n", - "mscom.drain_fluxes(media)\n", - "mscom.gapfill(media)\n", - "mscom.constrain(media, msdb_path_for_fullthermo = ftp_path, verbose = False)\n", - "solution = mscom.run()\n", - "mscom.compute_interactions(solution)\n", - "mscom.visualize()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# 3-member Electrosynth model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Unconstrained model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Define and execute the model" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# import the model\n", - "# from modelseedpy.fbapkg import kbasemediapkg\n", - "\n", - "modelInfo_2 = ['electrosynth_comnty.mdl.gf.2021',93204]\n", - "mediaInfo_2 = [\"CO2_minimal\",93204]\n", - "\n", - "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", - "# kmp.build_package(media)\n", - "\n", - "# simulate and visualize the model\n", - "mscom = MSCommunity(model)\n", - "mscom.drain_fluxes(media)\n", - "mscom.gapfill(media)\n", - "mscom.constrain(media)\n", - "solution = mscom.run()\n", - "mscom.compute_interactions(solution)\n", - "mscom.visualize()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## FullThermo-constrained model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Define and execute the model" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "scrolled": true, - "tags": [] - }, - "outputs": [], - "source": [ - "# import the model\n", - "# from modelseedpy.fbapkg import kbasemediapkg\n", - "\n", - "modelInfo_2 = ['electrosynth_comnty.mdl.gf.2021',93204]\n", - "mediaInfo_2 = [\"CO2_minimal\",93204]\n", - "\n", - "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", - "# kmp.build_package(media)\n", - "\n", - "# simulate and visualize the model\n", - "mscom = MSCommunity(model)\n", - "mscom.drain_fluxes(media)\n", - "mscom.gapfill(media)\n", - "mscom.constrain(media, msdb_path_for_fullthermo = ftp_path, verbose = False)\n", - "solution = mscom.run()\n", - "mscom.compute_interactions(solution)\n", - "mscom.visualize()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# 2-member Aimee model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Unconstrained model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Chitin media" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# import the model\n", - "%run ../../../modelseedpy/core/mscommunity.py\n", - "# from modelseedpy.fbapkg import kbasemediapkg\n", - "\n", - "modelInfo_2 = ['Cjaponicus_Ecoli_Community',97055]\n", - "mediaInfo_2 = [\"ChitinM9Media\",97055]\n", - "\n", - "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", - "# kmp.build_package(media)\n", - "\n", - "# simulate and visualize the model\n", - "mscom = MSCommunity(model)\n", - "mscom.drain_fluxes(media)\n", - "mscom.gapfill(media)\n", - "mscom.constrain(media) \n", - "solution = mscom.run()\n", - "mscom.compute_interactions(solution)\n", - "mscom.visualize()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## FullThermo-constrained model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Define and execute the model" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# import the model\n", - "# from modelseedpy.fbapkg import kbasemediapkg\n", - "\n", - "modelInfo_2 = ['Cjaponicus_Ecoli_Community',97055]\n", - "mediaInfo_2 = [\"ChitinM9Media\",97055]\n", - "\n", - "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", - "# kmp.build_package(media)\n", - "\n", - "# simulate and visualize the model\n", - "mscom = MSCommunity(model)\n", - "mscom.drain_fluxes(media)\n", - "mscom.gapfill(media)\n", - "mscom.constrain(media, msdb_path_for_fullthermo = ftp_path, verbose = False)\n", - "solution = mscom.run()\n", - "mscom.compute_interactions(solution)\n", - "mscom.visualize()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# 7-member Hotlake model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Unconstrained model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Define and execute the model" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# import the model\n", - "%run ../../../modelseedpy/core/mscommunity.py\n", - "# from modelseedpy.fbapkg import kbasemediapkg\n", - "\n", - "modelInfo_2 = [\"Hot_Lake_seven.mdl\",93544]\n", - "mediaInfo_2 = [\"HotLakeMedia\",93544]\n", - "\n", - "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", - "# kmp.build_package(media)\n", - "\n", - "# simulate and visualize the model\n", - "mscom = MSCommunity(model)\n", - "mscom.drain_fluxes(media)\n", - "mscom.gapfill(media)\n", - "mscom.constrain(media)\n", - "solution = mscom.run()\n", - "mscom.compute_interactions(solution)\n", - "mscom.visualize()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## FullThermo-constrained model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Define and execute the model" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# import the model\n", - "%run ../../modelseedpy/core/mscommunity.py\n", - "# from modelseedpy.fbapkg import kbasemediapkg\n", - "\n", - "modelInfo_2 = [\"Hot_Lake_seven.mdl\",93544]\n", - "mediaInfo_2 = [\"HotLakeMedia\",93544]\n", - "\n", - "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", - "# kmp.build_package(media)\n", - "\n", - "# simulate and visualize the model\n", - "mscom = MSCommunity(model)\n", - "mscom.drain_fluxes(media)\n", - "mscom.gapfill(media)\n", - "mscom.constrain(media, msdb_path_for_fullthermo = ftp_path, verbose = False)\n", - "solution = mscom.run()\n", - "mscom.compute_interactions(solution)\n", - "mscom.visualize()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/examples/Community Modeling/MSCommunity/MSCommunity_uptake.ipynb b/examples/Community Modeling/MSCommunity/MSCommunity_uptake.ipynb deleted file mode 100644 index 20c52929..00000000 --- a/examples/Community Modeling/MSCommunity/MSCommunity_uptake.ipynb +++ /dev/null @@ -1,1330 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.8\n" - ] - } - ], - "source": [ - "# import kbase\n", - "import os\n", - "# local_cobrakbase_path = 'C:\\\\Users\\\\Andrew Freiburger\\\\Dropbox\\\\My PC (DESKTOP-M302P50)\\\\Documents\\\\UVic Civil Engineering\\\\Internships\\\\Agronne\\\\cobrakbase'\n", - "# os.environ[\"HOME\"] = local_cobrakbase_path\n", - "import cobrakbase\n", - "token = 'JOSNYJGASTV5BGELWQTUSATE4TNHZ66U'\n", - "kbase = cobrakbase.KBaseAPI(token)\n", - "\n", - "ftp_path = '../../../ModelSEEDDatabase'\n", - "\n", - "# import cFBA\n", - "%run ../../modelseedpy/core/mscommunity.py\n", - "%matplotlib inline" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# 2-member Zahmeeth model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### sans uptake constraints" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.17439698835991793\n", - "species 2 drain-flux objective value: 0.16925387417839624\n", - "\n", - "Model objective value: 0.1737502402900215\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 18.264719\n", - "2 426.862401 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 426.862401\n", - "2 18.264719 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(,\n", - " {1: array([1.00000000e+00, 4.37113883e-08]),\n", - " 2: array([-1.00000000e+00, -4.37113883e-08])},\n", - " {(1, 2): '-409'})" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", - "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", - "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - "\n", - "# simulate and visualize the model\n", - "cfba = MSCommunity(model)\n", - "cfba.drain_fluxes(media)\n", - "cfba.gapfill(media)\n", - "cfba.constrain(media)\n", - "solution = cfba.run()\n", - "cfba.compute_interactions(solution)\n", - "cfba.visualize()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### variable carbon uptake" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Carbon uptake limit: 0\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.17439698835991793\n", - "species 2 drain-flux objective value: 0.16925387417839624\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Model objective value: 0.0\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.0 0.0\n", - "2 0.0 0.0\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.0 0.0\n", - "2 0.0 0.0\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Carbon uptake limit: 10\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.17439698835991793\n", - "species 2 drain-flux objective value: 0.16925387417839624\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Model objective value: 0.057837781150852884\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 6.079939\n", - "2 142.093468 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 142.093468\n", - "2 6.079939 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Carbon uptake limit: 20\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.17439698835991793\n", - "species 2 drain-flux objective value: 0.16925387417839624\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Model objective value: 0.1156755623017053\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 12.159877\n", - "2 284.186935 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 284.186935\n", - "2 12.159877 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Carbon uptake limit: 30\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.17439698835991793\n", - "species 2 drain-flux objective value: 0.16925387417839624\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Model objective value: 0.1735133434525585\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 18.239816\n", - "2 426.280403 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 426.280403\n", - "2 18.239816 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Carbon uptake limit: 40\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.17439698835991793\n", - "species 2 drain-flux objective value: 0.16925387417839624\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Model objective value: 0.17375024029002173\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 18.264719\n", - "2 426.862401 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 426.862401\n", - "2 18.264719 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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1CJcumRSDwQBbW1sAQHx8PIYNG4aTJ0/io48+Qrdu3ZCcnAyDwYD27duzcMkscemSSbGxebQD/vWvf6GoqAiLFy9GcHAwAKCqqgru7u6PX0Nkjli6JLqioiI4OjqidevWEAQBoaGhiI+Px5EjRyCVSh+/bsmSJeKFJGoinAwkGkEQsHv3bvTt2xdJSUkQBAESiQRz585FeHg4pFIpDAYDv8pLFoVLl0Rx69YtzJ8/H3fv3kVERMQT3yBzdnYG8Oj6Li8lkKXh/2hqUQaDAWFhYfDx8cGwYcOQkpJS61d2Wbhkibh0qcVcuXIFKpUKer0eZ86cQZ8+fcSORNTiOCWo2el0OnzwwQfw9/fHq6++ysIlq8alS80qIyMDSqUSHTp0wIULF9CjRw+xIxGJikuXmkVlZSXWrl2L8ePHIyQkBFFRUSxcInDpUjNISEiAUqlE3759kZmZia5du4odichksHSpyZSXl2PNmjUIDw9HaGgopk+fLnYkIpPDywvUJKKioiCTyVBaWgqNRsPCJaoFly41SnFxMd5++23ExMRg+/btmDBhgtiRiEwaly4Z7cCBA5DJZHB0dIRarWbhEtUDly41WH5+PkJCQqDRaLBv3z4MGzZM7EhEZoNLl+pNEATs2rULCoUCHh4eyMjIYOESNRCXLtVLbm4ugoODUVBQgJMnT6J///5iRyIyS1y6VCeDwYDQ0FD4+voiICAAycnJLFyiRuDSpVpdvnwZKpUKEokEZ8+ehaenp9iRiMwely49RavV4v3338fw4cPx+uuvIz4+noVL1ES4dOkJaWlpCAoKQpcuXZCamgo3NzexIxFZFC5dAgBUVFRg1apVmDhxIpYtW4YTJ06wcImaAZcu4cyZM1CpVFAoFFCr1ejcubPYkYgsFkvXipWVlWHVqlU4fPgwQkNDMW3aNLEjEVk8Xl6wUidOnIBMJkNFRQU0Gg0Ll6iFcOlamaKiIrz11ls4c+YMvvrqK4wbN07sSERWhUvXSgiCgH379kEmk6FDhw5Qq9UsXCIRcOlagbt372Lx4sW4cuUKDh48iCFDhogdichqcelaMEEQ8PXXX8PLywsymQzp6eksXCKRcelaqOvXryM4OBglJSU4deoUvLy8xI5ERODStTh6vR6fffYZBg0ahPHjxyMpKYmFS2RCuHQtyKVLl6BUKtGqVSskJibCw8ND7EhE9D+4dC1AdXU1Nm7ciJEjR+KNN95ATEwMC5fIRHHpmrkLFy5AqVTCxcUFaWlpcHV1FTsSEdWBS9dMPXz4ECtWrMCUKVOwcuVKREREsHCJzABL1wzFxcXBy8sLt27dglqtxpw5cyCRSMSORUT1wMsLZqS0tBQrV67EsWPHEBYWhpdfflnsSETUQFy6ZiIiIgIymQx6vR4ajYaFS2SmuHRNXEFBAZYuXYqkpCTs2rULo0ePFjsSETUCl66JEgQB33//PeRyObp06YKsrCwWLpEF4NI1QXfu3MHChQtx7do1HDlyBH5+fmJHIqImwqVrQgRBwI4dO+Dt7Q0fHx+kpaWxcIksDJeuibh27RrmzZuHsrIynD59GnK5XOxIRNQMuHRFptfr8cknn8DPzw+TJ0/GuXPnWLhEFoxLV0QajQZBQUFo27YtkpKS4O7uLnYkImpmXLoiqK6uxrvvvouAgACoVCpER0ezcImsBJduC0tOTkZQUBB69OiB9PR0uLi4iB2JiFoQS7eFPHz4EOvXr8eePXuwefNmzJo1i/dLILJCvLzQAmJiYiCXy5Gfnw+1Wo3XX3+dhUtkpbh0m1FJSQlWrFiBEydO4IsvvsCUKVPEjkREIuPSbSZHjx6FTCaDjY0NNBoNC5eIAHDpNrlffvkFS5YsQUpKCr799luMGjVK7EhEZEK4dJuIIAjYs2cP5HI5XF1dkZWVxcIloqdw6TaBn3/+GQsXLsStW7dw/PhxDBw4UOxIRGSiuHQbwWAw4Msvv4SPjw8GDRqElJQUFi4R1YlL10g//fQTVCoVqqqqEBsbi379+okdiYjMAJduA+l0Ovzzn//EkCFDMHXqVCQkJLBwiajeuHQbIDMzE0qlEs7OzkhOTkbPnj3FjkREZoZLtx6qqqqwfv16jB07FgsXLsSPP/7IwiUio3DpPsO5c+egVCrh4eGBzMxMdOvWTexIRGTGWLq1KC8vx7p167B3715s2bIFr776Ku+XQESNxssLNfjxxx8hl8tRXFwMjUaDmTNnsnCJqElw6f7Br7/+iuXLl+PUqVP48ssv8dJLL4kdiYgsDJfubw4dOgSZTAYHBweo1WoWLhE1C6tfuvfu3cPf/vY3ZGRk4LvvvsOIESPEjkREFsxql64gCPjmm2+gUCjQs2dPZGZmsnCJqNlZ5dK9efMmFixYgLy8PERGRmLAgAFiRyIiK2FVS9dgMCAsLAwDBgzA8OHDceHCBRYuEbUoq1m6V65cgUqlgl6vx5kzZ9CnTx+xIxGRFbL4pavVavHBBx/A398fM2fOZOESkagseummp6dDqVSiY8eOSElJgVQqFTsSEVk5i1y6lZWVWLt2LSZMmIAlS5bg5MmTLFwiMgkWt3QTEhKgVCrRr18/ZGZmomvXrmJHIiJ6zGJKt6ysDGvWrMGBAwcQGhqK6dOnix2JiOgpFnF54eTJk5DL5SgrK4NGo2HhEpHJMuulW1xcjGXLliE2Nhbbt2/HhAkTxI5ERFQns126Bw4cgEwmg5OTE9RqNQuXiMyC2S3dvLw8hISE4OLFi9i3bx+GDRsmdiQionozm6UrCAJ27twJLy8veHp6IiMjg4VLRGbHLJZubm4ugoODUVhYiKioKHh7e4sdiYjIKCa9dPV6PT7//HP4+vpi9OjROH/+PAuXiMyayS7dy5cvQ6VSwcbGBgkJCejdu7fYkYiIGs3klq5Wq8WmTZswfPhwzJ49G3FxcSxcIrIYJrV0U1NToVQq0bVrV6SmpsLNzU3sSERETapJS7ewvArhqbeRnV+K0kod2jnYwbNLO7w6wAXPO7au9biKigps2LABO3fuxMcff4zAwED+5DkRWaQmKd3Mn0sQFpuDuKsFAIAqneHxcw52+dh86ipG9e6ERSPd4eXq/MSx8fHxUKlU8Pb2RlZWFjp37twUkYiITFKjS/fbpFxsisxGpU4PQXj6+crfCjjq0j3EXy3E2kmeCBwsRWlpKVavXo3Dhw9j69atmDp1amOjEBGZvEb9Ie1R4V5Ghbbmwv0jQQAqtHpsiryMVV9HQC6Xo7KyEhqNhoVLRFbD6KWb+XMJNkVmo0L730sJgk6LoqhtqMzNgKGyHHbOXfB/I99Am16+j19ToTXg++wqrN+8A6pp4xuXnojIzBi9dMNic1Cp0z/xmGDQw86pI7rM/gCub+2F84i/oODIh9CV3HvidRK71kh52MHYUxMRmS2jSrewvApxVwueuqRg08oBzsPnwM65MyQSGzznPgh27TujKj/nidcJAGKuFKCovMrY3EREZsmo0g1PvV2v1+kf/Apt8R206vTiU89JAISn1e99iIgshVGlm51f+sTHwmoi6HUoPPoxHOVjYP+861PPV+oMyM4rM+b0RERmy6jSLa3U1fm8IBhQePwTwNYOHcYtqON9tMacnojIbBlVuu0cav/QgyAIKIr8HPoHJeg0dQ0ktrW/tp2DvTGnJyIyW0aVrmeXdmhtV/OhxSfDoC36GS/M+Dts7Gv/6q+DnQ08uzoZc3oiIrNl1Od0ZwxwweZTV596XHf/F5Rn/ADY2uN26F8eP95h4mI49gt44rUCgBk+LsacnojIbBlVuh0dW2OkRyf8ePneEx8bs2v/AtxWHX/m8RIJENC7U503wSEiskRGfzli8Sh3ONjZGnWsg50tFo1yN/bURERmy+jS9XJ1xtpJnmhj37C3aGNvg7WTPKFwcTb21EREZqtRdxkLHCwFgDrvMvY7ieTRwv39LmNERNao0bd2DBwshcLFGdticxBzpQAS/Pd2jsCjTykIeHQNd9Eody5cIrJqTXITc4WLM74M9EVReRXC024jO68MpZVatHOwh2dXJ8zwqfuXI4iIrIVEqOOagEQiKQBws+XiEBFZBDdBEDrV9ESdpUtERE3L5H6CnYjIkrF0iYhaEEuXiKgFsXSJiFoQS5eIqAX9P/z7oVg05tczAAAAAElFTkSuQmCC\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Carbon uptake limit: 50\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.17439698835991793\n", - "species 2 drain-flux objective value: 0.16925387417839624\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Model objective value: 0.17375024029002173\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 18.264719\n", - "2 426.862401 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 426.862401\n", - "2 18.264719 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", - "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", - "\n", - "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - "uptake = {}\n", - "\n", - "# evaluate the influence of kinetic constraints over a range of coefficients\n", - "plots = []\n", - "for carbon_limit in range(0,60,10):\n", - " uptake['C'] = carbon_limit\n", - " banner = '\\n{}\\nCarbon uptake limit: {}'.format('='*50, carbon_limit)\n", - " print(banner)\n", - " \n", - " model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - " media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - " cfba = MSCommunity(model)\n", - " cfba.drain_fluxes(media)\n", - " cfba.gapfill(media)\n", - "\n", - " cfba.constrain(media, element_uptake_limit = uptake)\n", - " solution = cfba.run()\n", - " cfba.compute_interactions(solution)\n", - " graph, pos, labels = cfba.visualize()\n", - " plots.append((graph, pos, labels, banner))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### variable elemental uptakes" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "C uptake limit: 60\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.17439698835991793\n", - "species 2 drain-flux objective value: 0.16925387417839624\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Model objective value: 0.17375024029002173\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 18.264719\n", - "2 426.862401 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 426.862401\n", - "2 18.264719 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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1CJcumRSDwQBbW1sAQHx8PIYNG4aTJ0/io48+Qrdu3ZCcnAyDwYD27duzcMkscemSSbGxebQD/vWvf6GoqAiLFy9GcHAwAKCqqgru7u6PX0Nkjli6JLqioiI4OjqidevWEAQBoaGhiI+Px5EjRyCVSh+/bsmSJeKFJGoinAwkGkEQsHv3bvTt2xdJSUkQBAESiQRz585FeHg4pFIpDAYDv8pLFoVLl0Rx69YtzJ8/H3fv3kVERMQT3yBzdnYG8Oj6Li8lkKXh/2hqUQaDAWFhYfDx8cGwYcOQkpJS61d2Wbhkibh0qcVcuXIFKpUKer0eZ86cQZ8+fcSORNTiOCWo2el0OnzwwQfw9/fHq6++ysIlq8alS80qIyMDSqUSHTp0wIULF9CjRw+xIxGJikuXmkVlZSXWrl2L8ePHIyQkBFFRUSxcInDpUjNISEiAUqlE3759kZmZia5du4odichksHSpyZSXl2PNmjUIDw9HaGgopk+fLnYkIpPDywvUJKKioiCTyVBaWgqNRsPCJaoFly41SnFxMd5++23ExMRg+/btmDBhgtiRiEwaly4Z7cCBA5DJZHB0dIRarWbhEtUDly41WH5+PkJCQqDRaLBv3z4MGzZM7EhEZoNLl+pNEATs2rULCoUCHh4eyMjIYOESNRCXLtVLbm4ugoODUVBQgJMnT6J///5iRyIyS1y6VCeDwYDQ0FD4+voiICAAycnJLFyiRuDSpVpdvnwZKpUKEokEZ8+ehaenp9iRiMwely49RavV4v3338fw4cPx+uuvIz4+noVL1ES4dOkJaWlpCAoKQpcuXZCamgo3NzexIxFZFC5dAgBUVFRg1apVmDhxIpYtW4YTJ06wcImaAZcu4cyZM1CpVFAoFFCr1ejcubPYkYgsFkvXipWVlWHVqlU4fPgwQkNDMW3aNLEjEVk8Xl6wUidOnIBMJkNFRQU0Gg0Ll6iFcOlamaKiIrz11ls4c+YMvvrqK4wbN07sSERWhUvXSgiCgH379kEmk6FDhw5Qq9UsXCIRcOlagbt372Lx4sW4cuUKDh48iCFDhogdichqcelaMEEQ8PXXX8PLywsymQzp6eksXCKRcelaqOvXryM4OBglJSU4deoUvLy8xI5ERODStTh6vR6fffYZBg0ahPHjxyMpKYmFS2RCuHQtyKVLl6BUKtGqVSskJibCw8ND7EhE9D+4dC1AdXU1Nm7ciJEjR+KNN95ATEwMC5fIRHHpmrkLFy5AqVTCxcUFaWlpcHV1FTsSEdWBS9dMPXz4ECtWrMCUKVOwcuVKREREsHCJzABL1wzFxcXBy8sLt27dglqtxpw5cyCRSMSORUT1wMsLZqS0tBQrV67EsWPHEBYWhpdfflnsSETUQFy6ZiIiIgIymQx6vR4ajYaFS2SmuHRNXEFBAZYuXYqkpCTs2rULo0ePFjsSETUCl66JEgQB33//PeRyObp06YKsrCwWLpEF4NI1QXfu3MHChQtx7do1HDlyBH5+fmJHIqImwqVrQgRBwI4dO+Dt7Q0fHx+kpaWxcIksDJeuibh27RrmzZuHsrIynD59GnK5XOxIRNQMuHRFptfr8cknn8DPzw+TJ0/GuXPnWLhEFoxLV0QajQZBQUFo27YtkpKS4O7uLnYkImpmXLoiqK6uxrvvvouAgACoVCpER0ezcImsBJduC0tOTkZQUBB69OiB9PR0uLi4iB2JiFoQS7eFPHz4EOvXr8eePXuwefNmzJo1i/dLILJCvLzQAmJiYiCXy5Gfnw+1Wo3XX3+dhUtkpbh0m1FJSQlWrFiBEydO4IsvvsCUKVPEjkREIuPSbSZHjx6FTCaDjY0NNBoNC5eIAHDpNrlffvkFS5YsQUpKCr799luMGjVK7EhEZEK4dJuIIAjYs2cP5HI5XF1dkZWVxcIloqdw6TaBn3/+GQsXLsStW7dw/PhxDBw4UOxIRGSiuHQbwWAw4Msvv4SPjw8GDRqElJQUFi4R1YlL10g//fQTVCoVqqqqEBsbi379+okdiYjMAJduA+l0Ovzzn//EkCFDMHXqVCQkJLBwiajeuHQbIDMzE0qlEs7OzkhOTkbPnj3FjkREZoZLtx6qqqqwfv16jB07FgsXLsSPP/7IwiUio3DpPsO5c+egVCrh4eGBzMxMdOvWTexIRGTGWLq1KC8vx7p167B3715s2bIFr776Ku+XQESNxssLNfjxxx8hl8tRXFwMjUaDmTNnsnCJqElw6f7Br7/+iuXLl+PUqVP48ssv8dJLL4kdiYgsDJfubw4dOgSZTAYHBweo1WoWLhE1C6tfuvfu3cPf/vY3ZGRk4LvvvsOIESPEjkREFsxql64gCPjmm2+gUCjQs2dPZGZmsnCJqNlZ5dK9efMmFixYgLy8PERGRmLAgAFiRyIiK2FVS9dgMCAsLAwDBgzA8OHDceHCBRYuEbUoq1m6V65cgUqlgl6vx5kzZ9CnTx+xIxGRFbL4pavVavHBBx/A398fM2fOZOESkagseummp6dDqVSiY8eOSElJgVQqFTsSEVk5i1y6lZWVWLt2LSZMmIAlS5bg5MmTLFwiMgkWt3QTEhKgVCrRr18/ZGZmomvXrmJHIiJ6zGJKt6ysDGvWrMGBAwcQGhqK6dOnix2JiOgpFnF54eTJk5DL5SgrK4NGo2HhEpHJMuulW1xcjGXLliE2Nhbbt2/HhAkTxI5ERFQns126Bw4cgEwmg5OTE9RqNQuXiMyC2S3dvLw8hISE4OLFi9i3bx+GDRsmdiQionozm6UrCAJ27twJLy8veHp6IiMjg4VLRGbHLJZubm4ugoODUVhYiKioKHh7e4sdiYjIKCa9dPV6PT7//HP4+vpi9OjROH/+PAuXiMyayS7dy5cvQ6VSwcbGBgkJCejdu7fYkYiIGs3klq5Wq8WmTZswfPhwzJ49G3FxcSxcIrIYJrV0U1NToVQq0bVrV6SmpsLNzU3sSERETapJS7ewvArhqbeRnV+K0kod2jnYwbNLO7w6wAXPO7au9biKigps2LABO3fuxMcff4zAwED+5DkRWaQmKd3Mn0sQFpuDuKsFAIAqneHxcw52+dh86ipG9e6ERSPd4eXq/MSx8fHxUKlU8Pb2RlZWFjp37twUkYiITFKjS/fbpFxsisxGpU4PQXj6+crfCjjq0j3EXy3E2kmeCBwsRWlpKVavXo3Dhw9j69atmDp1amOjEBGZvEb9Ie1R4V5Ghbbmwv0jQQAqtHpsiryMVV9HQC6Xo7KyEhqNhoVLRFbD6KWb+XMJNkVmo0L730sJgk6LoqhtqMzNgKGyHHbOXfB/I99Am16+j19ToTXg++wqrN+8A6pp4xuXnojIzBi9dMNic1Cp0z/xmGDQw86pI7rM/gCub+2F84i/oODIh9CV3HvidRK71kh52MHYUxMRmS2jSrewvApxVwueuqRg08oBzsPnwM65MyQSGzznPgh27TujKj/nidcJAGKuFKCovMrY3EREZsmo0g1PvV2v1+kf/Apt8R206vTiU89JAISn1e99iIgshVGlm51f+sTHwmoi6HUoPPoxHOVjYP+861PPV+oMyM4rM+b0RERmy6jSLa3U1fm8IBhQePwTwNYOHcYtqON9tMacnojIbBlVuu0cav/QgyAIKIr8HPoHJeg0dQ0ktrW/tp2DvTGnJyIyW0aVrmeXdmhtV/OhxSfDoC36GS/M+Dts7Gv/6q+DnQ08uzoZc3oiIrNl1Od0ZwxwweZTV596XHf/F5Rn/ADY2uN26F8eP95h4mI49gt44rUCgBk+LsacnojIbBlVuh0dW2OkRyf8ePneEx8bs2v/AtxWHX/m8RIJENC7U503wSEiskRGfzli8Sh3ONjZGnWsg50tFo1yN/bURERmy+jS9XJ1xtpJnmhj37C3aGNvg7WTPKFwcTb21EREZqtRdxkLHCwFgDrvMvY7ieTRwv39LmNERNao0bd2DBwshcLFGdticxBzpQAS/Pd2jsCjTykIeHQNd9Eody5cIrJqTXITc4WLM74M9EVReRXC024jO68MpZVatHOwh2dXJ8zwqfuXI4iIrIVEqOOagEQiKQBws+XiEBFZBDdBEDrV9ESdpUtERE3L5H6CnYjIkrF0iYhaEEuXiKgFsXSJiFoQS5eIqAX9P/z7oVg05tczAAAAAElFTkSuQmCC\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "P uptake limit: 60\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.17439698835991793\n", - "species 2 drain-flux objective value: 0.16925387417839624\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Model objective value: 0.1737502402900212\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 18.264719\n", - "2 426.862401 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 426.862401\n", - "2 18.264719 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", - "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", - "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - "uptake = {}\n", - "\n", - "# evaluate the influence of kinetic constraints over a range of coefficients\n", - "plots = []\n", - "for element in ['C', 'P']:\n", - " uptake[element] = 60\n", - " banner = '\\n{}\\n{} uptake limit: {}'.format('='*50, element, uptake[element])\n", - " print(banner)\n", - " \n", - " model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - " media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - " cfba = MSCommunity(model)\n", - " cfba.drain_fluxes(media)\n", - " cfba.gapfill(media)\n", - " \n", - " cfba.constrain(media, element_uptake_limit = uptake)\n", - " solution = cfba.run()\n", - " cfba.compute_interactions(solution)\n", - " graph, pos, labels = cfba.visualize()\n", - " plots.append((graph, pos, labels, banner))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# 3-member Electrosynth model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### sans uptake constraints" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 0.1339023910178982\n", - "species 2 drain-flux objective value: 0.11304811462925908\n", - "species 3 drain-flux objective value: 0.12709584977365426\n", - "\n", - "Model objective value: 0.12453728378574261\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 0.112128 0.382651\n", - "2 1.256793 0.000000 0.252692\n", - "3 1.554661 2.139689 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 1.256793 1.554661\n", - "2 0.112128 0.000000 2.139689\n", - "3 0.382651 0.252692 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(,\n", - " {1: array([1.00000000e+00, 1.98682151e-08]),\n", - " 2: array([-0.50000007, 0.86602542]),\n", - " 3: array([-0.49999993, -0.86602544])},\n", - " {(1, 2): '-1.14', (1, 3): '-1.17', (2, 3): '-1.89'})" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "modelInfo = [\"electro.community.edited.v2\",93204]\n", - "mediaInfo = [\"CO2_minimal\",93204]\n", - "model = kbase.get_from_ws(modelInfo[0],modelInfo[1])\n", - "media = kbase.get_from_ws(mediaInfo[0],mediaInfo[1])\n", - "\n", - "# simulate and visualize the model\n", - "cfba = MSCommunity(model)\n", - "cfba.drain_fluxes(media)\n", - "cfba.gapfill(media)\n", - "cfba.constrain(media)\n", - "solution = cfba.run()\n", - "cfba.compute_interactions(solution)\n", - "cfba.visualize()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### variable carbon uptake" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Carbon uptake limit: 0\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.17439698835991793\n", - "species 2 drain-flux objective value: 0.16925387417839624\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Model objective value: 0.0\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.0 0.0\n", - "2 0.0 0.0\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.0 0.0\n", - "2 0.0 0.0\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Carbon uptake limit: 10\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.17439698835991793\n", - "species 2 drain-flux objective value: 0.16925387417839624\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Model objective value: 0.057837781150852884\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 6.079939\n", - "2 142.093468 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 142.093468\n", - "2 6.079939 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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tRU5ODk6ePAlHR0eRkxI1TyKRZAqC0OTFPviHNDIpDwp3w4YNKCsrw6effoohQ4bgrbfegrOzM/7617+ycMmssXRJdOXl5ejZsyfs7e0hCAIiIiKQk5ODjz/+GMD9Lz9MmTIF27dvFzkpUfvxeIFEIwgCdu7cibCwMERHR2PYsGGQSCSoqKiAk5NT4+P0ej26desmXlCiNuLxApmcq1evYv78+bh58yaio6Mfutbtg8J9cL7LwiVLwk8vUJcyGAyIjIyEv78/xo4di4yMjGYvLv7gfJfIknDpUpe5ePEilEol9Ho9kpOTMWjQILEjEXU5TgnqdDqdDh999BHGjBmD2bNns3DJqnHpUqfKzs6GQqGAs7Mz0tPTMXDgQLEjEYmKS5c6RV1dHdasWYPJkydj8eLFiI2NZeESgUuXOkFKSgoUCgUGDx6MnJwcXkyc6BdYutRhqqursXr1auzfvx/h4eGYOXOm2JGITA6PF6hDxMbGQiqVorKyEhqNhoVL1AwuXWqX8vJyvPfee0hISGj8ui4RNY9Ll4x24MABSKVS9OrVC2q1moVL1ApcutRmt27dwuLFi6HRaLB3716MHTtW7EhEZoNLl1pNEATs2LEDcrkcXl5eyM7OZuEStRGXLrVKUVERQkNDUVJSguPHj2Po0KFiRyIyS1y61CKDwYDw8HAEBAQgKCgIaWlpLFyiduDSpWbl5eVBqVRCIpHg9OnT8PHxETsSkdnj0qVHaLVafPjhhxg3bhxee+01JCUlsXCJOgiXLj1EpVIhJCQELi4uyMzMhLu7u9iRiCwKly4BAGpra7Fy5UpMnToVy5Ytw7Fjx1i4RJ2AS5eQnJwMpVIJuVwOtVqNfv36iR2JyGKxdK1YVVUVVq5cicOHDyM8PByvvPKK2JGILB6PF6zUsWPHIJVKUVtbC41Gw8Il6iJculamrKwM7777LpKTk/HFF1/gueeeEzsSkVXh0rUSgiBg7969kEqlcHZ2hlqtZuESiYBL1wrcvHkTixYtwsWLF3Hw4EGMGjVK7EhEVotL14IJgoAvv/wSvr6+kEqlyMrKYuESiYxL10L95z//QWhoKCoqKnDy5En4+vqKHYmIwKVrcfR6PT799FOMGDECkydPRmpqKguXyIRw6VqQCxcuQKFQoHv37jhz5gy8vLzEjkRE/4NL1wI0NDRgw4YNmDBhAt566y0kJCSwcIlMFJeumUtPT4dCoYCbmxtUKhUGDBggdiQiagGXrpmqqanB8uXLMWPGDKxYsQLR0dEsXCIzwNI1Q6dOnYKvry+uXr0KtVqNN954AxKJROxYRNQKPF4wI5WVlVixYgWOHj2KyMhIvPjii2JHIqI24tI1E9HR0ZBKpdDr9dBoNCxcIjPFpWviSkpKsHTpUqSmpmLHjh145plnxI5ERO3ApWuiBEHA7t27IZPJ4OLigtzcXBYukQXg0jVBN27cwIIFC3D58mV89913CAwMFDsSEXUQLl0TIggCtm/fDj8/P/j7+0OlUrFwiSwMl66JuHz5MubNm4eqqirEx8dDJpOJHYmIOgGXrsj0ej3+8Y9/IDAwENOnT8fZs2dZuEQWjEtXRBqNBiEhIejZsydSU1Ph6ekpdiQi6mRcuiJoaGjAn//8ZwQFBUGpVCIuLo6FS2QluHS7WFpaGkJCQjBw4EBkZWXBzc1N7EhE1IVYul2kpqYG69atw65du7B582bMnTuX10sgskI8XugCCQkJkMlkuHXrFtRqNV577TUWLpGV4tLtRBUVFVi+fDmOHTuGzz77DDNmzBA7EhGJjEu3kxw5cgRSqRQ2NjbQaDQsXCICwKXb4X766ScsWbIEGRkZ2LlzJyZOnCh2JCIyIVy6HUQQBOzatQsymQwDBgxAbm4uC5eIHsGl2wGuXbuGBQsW4OrVq/j+++8xfPhwsSMRkYni0m0Hg8GAzz//HP7+/hgxYgQyMjJYuETUIi5dIxUWFkKpVKK+vh6JiYkYMmSI2JGIyAxw6baRTqfDxx9/jFGjRuHll19GSkoKC5eIWo1Ltw1ycnKgUCjg5OSEtLQ0PPXUU2JHIiIzw6XbCvX19Vi3bh2effZZLFiwACdOnGDhEpFRuHR/xdmzZ6FQKODl5YWcnBz0799f7EhEZMZYus2orq7G2rVrsWfPHmzZsgWzZ8/m9RKIqN14vNCEEydOQCaToby8HBqNBnPmzGHhElGH4NL9hTt37iAsLAwnT57E559/jueff17sSERkYbh0f3bo0CFIpVI4ODhArVazcImoU1j90r19+zb++Mc/Ijs7G99++y3Gjx8vdiQismBWu3QFQcBXX30FuVyOp556Cjk5OSxcIup0Vrl0r1y5grfffhvFxcWIiYnBsGHDxI5ERFbCqpauwWBAZGQkhg0bhnHjxiE9PZ2FS0RdymqW7sWLF6FUKqHX65GcnIxBgwaJHYmIrJDFL12tVouPPvoIY8aMwZw5c1i4RCQqi166WVlZUCgUeOyxx5CRkQEPDw+xIxGRlbPIpVtXV4c1a9ZgypQpWLJkCY4fP87CJSKTYHFLNyUlBQqFAkOGDEFOTg5cXV3FjkRE1MhiSreqqgqrV6/GgQMHEB4ejpkzZ4odiYjoERZxvHD8+HHIZDJUVVVBo9GwcInIZJn10i0vL8eyZcuQmJiIbdu2YcqUKWJHIiJqkdku3QMHDkAqlcLR0RFqtZqFS0RmweyWbnFxMRYvXozz589j7969GDt2rNiRiIhazWyWriAIiIqKgq+vL3x8fJCdnc3CJSKzYxZLt6ioCKGhoSgtLUVsbCz8/PzEjkREZBSTXrp6vR7//Oc/ERAQgGeeeQbnzp1j4RKRWTPZpZuXlwelUgkbGxukpKTA29tb7EhERO1mcktXq9Vi48aNGDduHF5//XWcOnWKhUtEFsOklm5mZiYUCgVcXV2RmZkJd3d3sSMREXWoDi3d0up67M+8jvxblais06G3gy18XHpj9jA39Oll3+zzamtrsX79ekRFRWHTpk0IDg7mT54TkUXqkNLNuVaByMRLOFVQAgCo1xka73OwvYXNJwsw0bsvFk7whO8Ap4eem5SUBKVSCT8/P+Tm5qJfv34dEYmIyCS1u3R3phZhY0w+6nR6CMKj99f9XMCxF24jqaAUa6b5IHikByorK7Fq1SocPnwYERERePnll9sbhYjI5LXrD2n3CzcPtdqmC/eXBAGo1eqxMSYPK7+MhkwmQ11dHTQaDQuXiKyG0Us351oFNsbko1b736MEQadFWexW1BVlw1BXDVsnF/zfhLfQ4+mAxsfUag3YnV+PdZu3Q/nK5PalJyIyM0Yv3cjES6jT6R+6TTDoYev4GFxe/wgD3t0Dp/G/R8l3f4Ou4vZDj5PY2iOjxtnYtyYiMltGlW5pdT1OFZQ8cqRg090BTuPegK1TP0gkNviN5wjY/rYf6m9deuhxAoCEiyUoq643NjcRkVkyqnT3Z15v1eP09+5AW34D3fs++ch9EgD7Va17HSIiS2FU6ebfqnzoY2FNEfQ6lB7ZhF6ySbDrM+CR++t0BuQXVxnz9kREZsuo0q2s07V4vyAYUPr9P4ButnB+7u0WXkdrzNsTEZkto0q3t0PzH3oQBAFlMf+E/l4F+r68GpJuzT+2t4OdMW9PRGS2jCpdH5fesLdt+qnlxyOhLbuGx2f9CTZ2zX/118HWBj6ujsa8PRGR2TLqc7qzhrlh88mCR27X3f0J1dk/AN3scD389423O09dhF5Dgh56rABglr+bMW9PRGS2jCrdx3rZY4JXX5zIu/3Qx8Zsf/s43Fd+/6vPl0iAIO++LV4Eh4jIEhn95YhFEz3hYNvNqOc62HbDwomexr41EZHZMrp0fQc4Yc00H/Swa9tL9LCzwZppPpC7ORn71kREZqtdVxkLHukBAC1eZewBieT+wn1wlTEiImvU7ks7Bo/0gNzNCVsTLyHhYgkk+O/lHIH7n1IQcP8Md+FETy5cIrJqHXIRc7mbEz4PDkBZdT32q64jv7gKlXVa9Hawg4+rI2b5t/zLEURE1kIitHAmIJFISgBc6bo4REQWwV0QhL5N3dFi6RIRUccyuZ9gJyKyZCxdIqIuxNIlIupCLF0ioi7E0iUi6kL/D63ZrL49KgvzAAAAAElFTkSuQmCC\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Carbon uptake limit: 20\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.17439698835991793\n", - "species 2 drain-flux objective value: 0.16925387417839624\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Model objective value: 0.1156755623017053\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 12.159877\n", - "2 284.186935 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 284.186935\n", - "2 12.159877 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Carbon uptake limit: 30\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.17439698835991793\n", - "species 2 drain-flux objective value: 0.16925387417839624\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Model objective value: 0.1735133434525585\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 18.239816\n", - "2 426.280403 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 426.280403\n", - "2 18.239816 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Carbon uptake limit: 40\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.17439698835991793\n", - "species 2 drain-flux objective value: 0.16925387417839624\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Model objective value: 0.17375024029002173\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 18.264719\n", - "2 426.862401 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 426.862401\n", - "2 18.264719 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "Carbon uptake limit: 50\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.17439698835991793\n", - "species 2 drain-flux objective value: 0.16925387417839624\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Model objective value: 0.17375024029002173\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 18.264719\n", - "2 426.862401 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 426.862401\n", - "2 18.264719 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "modelInfo = [\"electro.community.edited.v2\",93204]\n", - "mediaInfo = [\"CO2_minimal\",93204]\n", - "model = kbase.get_from_ws(modelInfo[0],modelInfo[1])\n", - "media = kbase.get_from_ws(mediaInfo[0],mediaInfo[1])\n", - "uptake = {}\n", - "\n", - "# evaluate the influence of kinetic constraints over a range of coefficients\n", - "plots = []\n", - "for carbon_limit in range(0,60,10):\n", - " uptake['C'] = carbon_limit\n", - " banner = '\\n{}\\nCarbon uptake limit: {}'.format('='*50, carbon_limit)\n", - " print(banner)\n", - " \n", - " model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - " media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - " cfba = MSCommunity(model)\n", - " cfba.drain_fluxes(media)\n", - " cfba.gapfill(media)\n", - " \n", - " cfba.constrain(media, element_uptake_limit = uptake)\n", - " solution = cfba.run()\n", - " cfba.compute_interactions(solution)\n", - " graph, pos, labels = cfba.visualize()\n", - " plots.append((graph, pos, labels, banner))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### variable elemental uptakes" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "C uptake limit: 60\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.17439698835991793\n", - "species 2 drain-flux objective value: 0.16925387417839624\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Model objective value: 0.17375024029002173\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 18.264719\n", - "2 426.862401 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 426.862401\n", - "2 18.264719 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "==================================================\n", - "P uptake limit: 60\n", - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.17439698835991793\n", - "species 2 drain-flux objective value: 0.16925387417839624\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", - "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", - " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Model objective value: 0.1737502402900212\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 18.264719\n", - "2 426.862401 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 426.862401\n", - "2 18.264719 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "modelInfo = [\"electro.community.edited.v2\",93204]\n", - "mediaInfo = [\"CO2_minimal\",93204]\n", - "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - "uptake = {}\n", - "\n", - "# evaluate the influence of kinetic constraints over a range of coefficients\n", - "plots = []\n", - "for element in ['C', 'P']:\n", - " uptake[element] = 60\n", - " banner = '\\n{}\\n{} uptake limit: {}'.format('='*50, element, uptake[element])\n", - " print(banner)\n", - " \n", - " model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - " media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - " cfba = MSCommunity(model)\n", - " cfba.drain_fluxes(media)\n", - " cfba.gapfill(media)\n", - " \n", - " cfba.constrain(media, element_uptake_limit = uptake)\n", - " solution = cfba.run()\n", - " cfba.compute_interactions(solution)\n", - " graph, pos, labels = cfba.visualize()\n", - " plots.append((graph, pos, labels, banner))" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.4" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/examples/Community Modeling/MSCompatibility/MSCompatibility.ipynb b/examples/Community Modeling/MSCompatibility/MSCompatibility.ipynb index 9f746291..2ebcb57c 100644 --- a/examples/Community Modeling/MSCompatibility/MSCompatibility.ipynb +++ b/examples/Community Modeling/MSCompatibility/MSCompatibility.ipynb @@ -1,1641 +1,1900 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "a03d9913", - "metadata": {}, - "source": [ - "# Load the models" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "54d5b033", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.8\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd11416_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n" - ] - } - ], - "source": [ - "# define the environment path \n", - "from pprint import pprint\n", - "import os\n", - "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", - "os.environ[\"HOME\"] = local_cobrakbase_path\n", - "\n", - "# import the models\n", - "import cobrakbase\n", - "token = 'WE6CHYRDTJSGOHFIDGPE7WYFT6PRPXJL'\n", - "kbase_api = cobrakbase.KBaseAPI(token)\n", - "model1 = kbase_api.get_from_ws(\"iML1515\",76994)\n", - "model2 = kbase_api.get_from_ws(\"iSB1139.kb.gf\",30650)\n", - "models = [model1, model2]" - ] - }, - { - "cell_type": "markdown", - "id": "b13360c2", - "metadata": {}, - "source": [ - "# Align exchange reactions" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "dba4ba18", - "metadata": { - "scrolled": true, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd11416_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The metabolite r293_e0 is in model 1\n", - "\n", - "\n", - "{'original': {'id': 'r293_e0', 'name': 'Fe2+'},\n", - " 'new': {'id': 'cpd10515_e0', 'name': 'Fe2+_e0'},\n", - " 'justification': 'The r293_e0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "0 exchange reactions were substituted and 1 exchange metabolite IDs were redefined.\n", - "\n", - "\n", - "\n", - "The metabolite r293_e0 is not in model 0\n", - "The metabolite r293_e0 is not in model 1\n" - ] - } - ], - "source": [ - "%run ../../../modelseedpy/core/mscompatibility.py\n", - "mscompat = MSCompatibility(modelseed_db_path = os.path.join('..', '..', '..', '..', 'ModelSEEDDatabase'))\n", - "\n", - "model1 = kbase_api.get_from_ws(\"iML1515\",76994)\n", - "model2 = kbase_api.get_from_ws(\"iSB1139.kb.gf\",30650)\n", - "models = [model1, model2]\n", - "\n", - "before_model_rxns = after_model_rxns = []\n", - "for model in models:\n", - " for rxn in model.reactions:\n", - " before_model_rxns.append(rxn.reaction)\n", - " if 'r293_e0' in model.metabolites:\n", - " print('The metabolite r293_e0 is in model', models.index(model))\n", - "\n", - "models = mscompat.align_exchanges(models, conflicts_file_name='exchanges_conflicts.json', model_names = [\"iML1515\", \"iSB1139.kb.gf\"])\n", - "\n", - "print('\\n\\n')\n", - "for model in models:\n", - " for rxn in model.reactions:\n", - " after_model_rxns.append(rxn.reaction)\n", - " if 'r293_e0' not in model.metabolites:\n", - " print('The metabolite r293_e0 is not in model', models.index(model))\n", - " \n", - " # export JSON versions of the models\n", - " \n", - " \n", - "for new_rxn in after_model_rxns:\n", - " if new_rxn not in before_model_rxns:\n", - " print('new rxn\\t', new_rxn, 'old rxn\\t', before_model_rxns[after_model_rxns.index(new_rxn)])" - ] - }, - { - "cell_type": "markdown", - "id": "76760d2f-e008-45da-8d0d-6f4050a586f0", - "metadata": {}, - "source": [ - "# Standardize exchange metabolites" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "279ff89d-9f08-4256-bfe3-0b071a83ec17", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd11416_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The metabolite r293_e0 is in model 1\n", - "\n", - "\n", - "{'original': {'id': 'metsox-S-L-e_e0', 'name': 'L-Methionine Sulfoxide'},\n", - " 'new': {'id': 'cpd15498_e0', 'name': 'L-Methionine Sulfoxide_e0'},\n", - " 'justification': 'The metsox-S-L-e_e0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "{'original': {'id': 'cpd00609_e0', 'name': 'D-Glucarate_e0'},\n", - " 'new': {'id': 'cpd00571_e0', 'name': 'D-Glucarate_e0'},\n", - " 'justification': 'The cpd00609_e0 and cpd00571_e0 distinction is '\n", - " 'incompatible. The ID match was verified with BiGG '\n", - " 'cross-references.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd15411_e0 <=> '},\n", - " 'new': {'reaction': None},\n", - " 'justification': 'A cpd03294_e0 exchange reaction already exists, thus this '\n", - " 'duplicative exchange reaction (EX_cpd15411_e0) is deleted. '\n", - " 'The ID match was verified with BiGG cross-references.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd00067_p0 + cpd15411_p0 --> cpd00067_c0 + '\n", - " 'cpd15411_e0'},\n", - " 'new': {'reaction': 'cpd00067_p0 + cpd15411_p0 --> cpd00067_c0 + cpd03294_e0'},\n", - " 'justification': 'The cpd03294_e0 replacement for cpd15411_e0 already exists '\n", - " 'in the model, so each reaction (here ARBTNtex_p0) must be '\n", - " 'updated.'}\n", - "\n", - "\n", - "{'original': {'id': 'dhps-e_e0', 'name': '2,3-Dihydroxypropane-1-sulfonate'},\n", - " 'new': {'id': 'cpd31356_e0', 'name': '2,3-Dihydroxypropane-1-sulfonate_e0'},\n", - " 'justification': 'The dhps-e_e0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "{'original': {'id': 'cpd03191_e0', 'name': 'D-Glucuronate 1-phosphate_e0'},\n", - " 'new': {'id': 'cpd00880_e0', 'name': 'D-Glucuronate 1-phosphate_e0'},\n", - " 'justification': 'The cpd03191_e0 and cpd00880_e0 distinction is '\n", - " 'incompatible. The ID match was verified with BiGG '\n", - " 'cross-references.'}\n", - "\n", - "\n", - "{'original': {'id': 'metsox-R-L-e_e0', 'name': 'L-methionine-R-sulfoxide'},\n", - " 'new': {'id': 'cpd14720_e0', 'name': 'L-methionine-R-sulfoxide_e0'},\n", - " 'justification': 'The metsox-R-L-e_e0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "{'original': {'id': '4abzglu-e_e0', 'name': '4-aminobenzoyl-glutamate'},\n", - " 'new': {'id': 'cpd26527_e0', 'name': '4-aminobenzoyl-glutamate_e0'},\n", - " 'justification': 'The 4abzglu-e_e0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "{'original': {'id': 'tartr-D-e_e0', 'name': 'D-tartrate'},\n", - " 'new': {'id': 'cpd19018_e0', 'name': 'D-tartrate_e0'},\n", - " 'justification': 'The tartr-D-e_e0 ID is not a ModelSEED Database ID.'}\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:287: UserWarning: ModelSEEDError: The metabolite (sq-e_e0 | Sulphoquinovose | Sulphoquinovose) is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite ({\" | \".join([x for x in [met.id, met.name, base_name, met_name] if x != \"\"])}) is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:344: UserWarning: CodeError: The metabolite cpd03294_e0 replacement for cpd15411_e0 already exists in the reaction rxn08144_e0, thus the reaction cannot be updated.\n", - " warn(f'CodeError: The metabolite {new_met_id} replacement for {met.id} already exists in the reaction {rxn.id}, thus the reaction cannot be updated.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:287: UserWarning: ModelSEEDError: The metabolite (colipap-e_e0 | Core oligosaccharide lipid A diphosphate | Core oligosaccharide lipid A diphosphate) is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite ({\" | \".join([x for x in [met.id, met.name, base_name, met_name] if x != \"\"])}) is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:287: UserWarning: ModelSEEDError: The metabolite (metglcur-e_e0 | 1-O-methyl-Beta-D-glucuronate | Omethylbetadglucuronate | 1-O-methyl-Beta-D-glucuronate) is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite ({\" | \".join([x for x in [met.id, met.name, base_name, met_name] if x != \"\"])}) is not recognized by the ModelSEED Database')\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "{'original': {'id': 'r1423_e0', 'name': 'alpha-ketoglutarate'},\n", - " 'new': {'id': 'cpd00024_e0', 'name': 'alpha-ketoglutarate_e0'},\n", - " 'justification': 'The r1423_e0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "{'original': {'id': 'r505_e0', 'name': 'heme'},\n", - " 'new': {'id': 'cpd00028_e0', 'name': 'Heme_e0'},\n", - " 'justification': 'The r505_e0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "{'original': {'id': 'r307_e0', 'name': 'Mn2+'},\n", - " 'new': {'id': 'cpd00030_e0', 'name': 'Mn2+_e0'},\n", - " 'justification': 'The r307_e0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'r1400_e0 <=> '},\n", - " 'new': {'reaction': None},\n", - " 'justification': 'A cpd00028_e0 exchange reaction already exists, thus this '\n", - " 'duplicative exchange reaction (EX_r1400_e0) is deleted.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd00001_c0 + cpd00002_c0 + r1400_e0 --> '\n", - " 'cpd00008_c0 + cpd00009_c0 + r1399_c0'},\n", - " 'new': {'reaction': 'cpd00001_c0 + cpd00002_c0 + cpd00028_e0 --> cpd00008_c0 '\n", - " '+ cpd00009_c0 + r1399_c0'},\n", - " 'justification': 'The cpd00028_e0 replacement for r1400_e0 already exists in '\n", - " 'the model, so each reaction (here ENZRXN3EM__DASH__4700_c0) '\n", - " 'must be updated.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'r192_b0 --> cpd00002_c0 + r1400_e0'},\n", - " 'new': {'reaction': 'r192_b0 --> cpd00002_c0 + cpd00028_e0'},\n", - " 'justification': 'The cpd00028_e0 replacement for r1400_e0 already exists in '\n", - " 'the model, so each reaction (here MIRXN__DASH__94_c0) must '\n", - " 'be updated.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd00001_c0 + cpd00002_c0 + r1399_c0 --> '\n", - " 'cpd00008_c0 + cpd00009_c0 + r1400_e0'},\n", - " 'new': {'reaction': 'cpd00001_c0 + cpd00002_c0 + r1399_c0 --> cpd00008_c0 + '\n", - " 'cpd00009_c0 + cpd00028_e0'},\n", - " 'justification': 'The cpd00028_e0 replacement for r1400_e0 already exists in '\n", - " 'the model, so each reaction (here ENZRXN3EM__DASH__748_c0) '\n", - " 'must be updated.'}\n", - "\n", - "\n", - "{'original': {'id': 'r277_e0', 'name': '2-dehydro-D-gluconate'},\n", - " 'new': {'id': 'cpd00480_e0', 'name': '2-dehydro-D-gluconate_e0'},\n", - " 'justification': 'The r277_e0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "{'original': {'id': 'r293_e0', 'name': 'Fe2+'},\n", - " 'new': {'id': 'cpd10515_e0', 'name': 'Fe2+_e0'},\n", - " 'justification': 'The r293_e0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "{'original': {'id': 'cpd00609_e0', 'name': 'D-Glucarate'},\n", - " 'new': {'id': 'cpd00571_e0', 'name': 'D-Glucarate_e0'},\n", - " 'justification': 'The cpd00609_e0 and cpd00571_e0 distinction is '\n", - " 'incompatible. The ID match was verified with BiGG '\n", - " 'cross-references.'}\n", - "\n", - "\n", - "{'original': {'id': 'r1262_e0', 'name': 'Mo2+'},\n", - " 'new': {'id': 'cpd00131_e0', 'name': 'Mo2+_e0'},\n", - " 'justification': 'The r1262_e0 ID is not a ModelSEED Database ID.'}\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:287: UserWarning: ModelSEEDError: The metabolite (r1535_e0 | H+ involved in electron transport and ATP generation | H+ involved in electron transport and ATP generation) is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite ({\" | \".join([x for x in [met.id, met.name, base_name, met_name] if x != \"\"])}) is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:88: UserWarning: CodeError: The metabolite r1400_e0 | protoheme IX was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "6 reactions were substituted and 14 metabolite IDs were redefined.\n", - "The metabolite r293_e0 is not in model 0\n", - "The metabolite r293_e0 is not in model 1\n", - "35 reactions were changed.\n" - ] - } - ], - "source": [ - "%run ../../../modelseedpy/core/mscompatibility.py\n", - "\n", - "model1 = kbase_api.get_from_ws(\"iML1515\",76994)\n", - "model2 = kbase_api.get_from_ws(\"iSB1139.kb.gf\",30650)\n", - "mscompat = MSCompatibility(modelseed_db_path = os.path.join('..', '..', '..', '..', 'ModelSEEDDatabase'))\n", - "models = [model1, model2]\n", - "\n", - "before_model_rxns, after_model_rxns = [], []\n", - "for model in models:\n", - " for rxn in model.reactions:\n", - " before_model_rxns.append(rxn.reaction)\n", - " if 'r293_e0' in model.metabolites:\n", - " print('The metabolite r293_e0 is in model', models.index(model))\n", - "\n", - "models = mscompat.standardize(models, conflicts_file_name = 'standardized_exchange_metabolites.json', model_names = [\"iML1515\", \"iSB1139.kb.gf\"])\n", - "\n", - "for model in models:\n", - " for rxn in model.reactions:\n", - " after_model_rxns.append(rxn.reaction)\n", - " if 'r293_e0' not in model.metabolites:\n", - " print('The metabolite r293_e0 is not in model', models.index(model))\n", - " \n", - "new_rxn_count = 0\n", - "for new_rxn in after_model_rxns:\n", - " if new_rxn not in before_model_rxns:\n", - " new_rxn_count += 1\n", - "print(f'{new_rxn_count} reactions were changed.')" - ] - }, - { - "cell_type": "markdown", - "id": "b92e5524", - "metadata": {}, - "source": [ - "# Standardize all metabolites" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "88b11a2a", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd11416_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The metabolite r293_e0 is in model 1\n", - "\n", - "\n", - "{'original': {'id': 'r293_e0', 'name': 'Fe2+'},\n", - " 'new': {'id': 'cpd10515_e0', 'name': 'Fe2+_e0'},\n", - " 'justification': 'The r293_e0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "0 exchange reactions were substituted and 1 exchange metabolite IDs were redefined.\n", - "\n", - "\n", - "{'original': {'id': 'mchtbs6p-c_c0',\n", - " 'name': \"N-monoacetylchitobiose 6'-phosphate\"},\n", - " 'new': {'id': 'cpd33279_c0', 'name': \"N-monoacetylchitobiose 6'-phosphate_c0\"},\n", - " 'justification': 'The mchtbs6p-c_c0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd19503_c0 + cpd21090_c0 --> bmoco-c_c0 + '\n", - " 'cpd00018_c0 + cpd00058_c0'},\n", - " 'new': {'reaction': 'cpd21090_c0 --> cpd00018_c0 + cpd00058_c0 + cpd19503_c0'},\n", - " 'justification': 'The non-ModelSEED ID bmoco-c_c0 in this reaction '\n", - " '(BMOCOS_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'bmoco-c_c0 + cpd00038_c0 + cpd00067_c0 --> '\n", - " 'bmoco1gdp-c_c0 + cpd00012_c0'},\n", - " 'new': {'reaction': 'cpd00038_c0 + cpd00067_c0 + cpd19503_c0 --> '\n", - " 'bmoco1gdp-c_c0 + cpd00012_c0'},\n", - " 'justification': 'The non-ModelSEED ID bmoco-c_c0 in this reaction '\n", - " '(BMOGDS1_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'id': 'metsox-S-L-e_e0', 'name': 'L-Methionine Sulfoxide'},\n", - " 'new': {'id': 'cpd15498_e0', 'name': 'L-Methionine Sulfoxide_e0'},\n", - " 'justification': 'The metsox-S-L-e_e0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "{'original': {'id': 'metsox-S-L-c_c0', 'name': 'L-Methionine Sulfoxide'},\n", - " 'new': {'id': 'cpd15498_c0', 'name': 'L-Methionine Sulfoxide_c0'},\n", - " 'justification': 'The metsox-S-L-c_c0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "{'original': {'id': 'metsox-S-L-p_p0', 'name': 'L-Methionine Sulfoxide'},\n", - " 'new': {'id': 'cpd15498_p0', 'name': 'L-Methionine Sulfoxide_p0'},\n", - " 'justification': 'The metsox-S-L-p_p0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "{'original': {'id': 'sq-p_p0', 'name': 'Sulphoquinovose'},\n", - " 'new': {'id': 'cpd32553_p0', 'name': '_p0'},\n", - " 'justification': 'The sq-p_p0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "{'original': {'id': 'moadcoo-c_c0', 'name': 'MoaD Protein with carboxylate'},\n", - " 'new': {'id': 'cpd32553_c0', 'name': '_c0'},\n", - " 'justification': 'The moadcoo-c_c0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd00982_c0 + 2.0 cpd10515_c0 + 2.0 iscssh-c_c0 + '\n", - " 'iscu-2fe2s-c_c0 --> cpd00015_c0 + 6.0 cpd00067_c0 + '\n", - " '2.0 iscs-c_c0 + iscu-2fe2s2-c_c0'},\n", - " 'new': {'reaction': 'cpd00982_c0 + 2.0 cpd10515_c0 + 2.0 iscssh-c_c0 + '\n", - " 'iscu-2fe2s-c_c0 --> cpd00015_c0 + 6.0 cpd00067_c0 + 2.0 '\n", - " 'cpd32553_c0 + iscu-2fe2s2-c_c0'},\n", - " 'justification': 'The non-ModelSEED ID iscs-c_c0 in this reaction '\n", - " '(I2FE2SS2_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': '2fe1s-c_c0 + iscssh-c_c0 + iscu-c_c0 --> 4.0 '\n", - " 'cpd00067_c0 + iscs-c_c0 + iscu-2fe2s-c_c0'},\n", - " 'new': {'reaction': '2fe1s-c_c0 + iscssh-c_c0 + iscu-c_c0 --> 4.0 cpd00067_c0 '\n", - " '+ cpd32553_c0 + iscu-2fe2s-c_c0'},\n", - " 'justification': 'The non-ModelSEED ID iscs-c_c0 in this reaction '\n", - " '(I2FE2SR_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd00982_c0 + 2.0 cpd10515_c0 + 2.0 iscssh-c_c0 + '\n", - " 'iscu-c_c0 --> cpd00015_c0 + 6.0 cpd00067_c0 + 2.0 '\n", - " 'iscs-c_c0 + iscu-2fe2s-c_c0'},\n", - " 'new': {'reaction': 'cpd00982_c0 + 2.0 cpd10515_c0 + 2.0 iscssh-c_c0 + '\n", - " 'iscu-c_c0 --> cpd00015_c0 + 6.0 cpd00067_c0 + 2.0 '\n", - " 'cpd32553_c0 + iscu-2fe2s-c_c0'},\n", - " 'justification': 'The non-ModelSEED ID iscs-c_c0 in this reaction '\n", - " '(I2FE2SS_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd00004_c0 + iscssh-c_c0 + moadamp-c_c0 --> '\n", - " 'cpd00003_c0 + cpd00018_c0 + iscs-c_c0 + '\n", - " 'moadcosh-c_c0'},\n", - " 'new': {'reaction': 'cpd00004_c0 + iscssh-c_c0 + moadamp-c_c0 --> cpd00003_c0 '\n", - " '+ cpd00018_c0 + cpd32553_c0 + moadcosh-c_c0'},\n", - " 'justification': 'The non-ModelSEED ID iscs-c_c0 in this reaction '\n", - " '(MOADSUx_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd00084_c0 + iscs-c_c0 --> cpd00035_c0 + '\n", - " 'iscssh-c_c0'},\n", - " 'new': {'reaction': 'cpd00084_c0 + cpd32553_c0 --> cpd00035_c0 + iscssh-c_c0'},\n", - " 'justification': 'The non-ModelSEED ID iscs-c_c0 in this reaction (ICYSDS_c0) '\n", - " 'must be replaced.'}\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite bmoco-c_c0 | Bis-molybdenum cofactor was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:260: UserWarning: ModelSEEDError: The metabolite sufbcd-4fe4s-c_c0 | SufBCD with bound [4Fe-4S] cluster | 4s] cluster | SufBCD with bound [4Fe-4S] cluster is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite {met.id} | {met.name} | {base_name} | {met_name} is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite sufbcd-4fe4s-c_c0 | SufBCD with bound [4Fe-4S] cluster was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:260: UserWarning: ModelSEEDError: The metabolite prcp-c_c0 | 5-phospho-?-D-ribose 1,2-cyclic phosphate | Phospho?dribose 1,2cyclic phosphate | 5-phospho-?-D-ribose 1,2-cyclic phosphate is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite {met.id} | {met.name} | {base_name} | {met_name} is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite prcp-c_c0 | 5-phospho-?-D-ribose 1,2-cyclic phosphate was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:260: UserWarning: ModelSEEDError: The metabolite cpd15351_c0 | 2-Dehydro-L-gulonate_c0 | Dehydrolgulonate_c0 | 2-Dehydro-L-gulonate is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite {met.id} | {met.name} | {base_name} | {met_name} is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:260: UserWarning: ModelSEEDError: The metabolite 3fe4s-c_c0 | [3Fe-4S] damaged iron-sulfur cluster | 4s] damaged ironsulfur cluster | [3Fe-4S] damaged iron-sulfur cluster is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite {met.id} | {met.name} | {base_name} | {met_name} is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite 3fe4s-c_c0 | [3Fe-4S] damaged iron-sulfur cluster was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:260: UserWarning: ModelSEEDError: The metabolite sufbcd-2fe2s-c_c0 | SufBCD with bound [2Fe-2S] cluster | 2s] cluster | SufBCD with bound [2Fe-2S] cluster is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite {met.id} | {met.name} | {base_name} | {met_name} is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite sufbcd-2fe2s-c_c0 | SufBCD with bound [2Fe-2S] cluster was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:260: UserWarning: ModelSEEDError: The metabolite rpntp-c_c0 | ?-D-ribose-1-methylphosphonate-5-triphosphate | Dribose1methylphosphonate5triphosphate | ?-D-ribose-1-methylphosphonate-5-triphosphate is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite {met.id} | {met.name} | {base_name} | {met_name} is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite rpntp-c_c0 | ?-D-ribose-1-methylphosphonate-5-triphosphate was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:260: UserWarning: ModelSEEDError: The metabolite dhptdd-c_c0 | 3-hydroxy-5-phosphonooxypentane-2,4-dione | Hydroxy5phosphonooxypentane2,4dione | 3-hydroxy-5-phosphonooxypentane-2,4-dione is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite {met.id} | {met.name} | {base_name} | {met_name} is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite dhptdd-c_c0 | 3-hydroxy-5-phosphonooxypentane-2,4-dione was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:260: UserWarning: ModelSEEDError: The metabolite rephaccoa-c_c0 | Ring 1,2-epoxyphenylacetyl-CoA | Epoxyphenylacetylcoa | Ring 1,2-epoxyphenylacetyl-CoA is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite {met.id} | {met.name} | {base_name} | {met_name} is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite rephaccoa-c_c0 | Ring 1,2-epoxyphenylacetyl-CoA was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:260: UserWarning: ModelSEEDError: The metabolite prpmn-c_c0 | ?-D-ribose-1-methylphosphonate 5-phosphate | Dribose1methylphosphonate 5phosphate | ?-D-ribose-1-methylphosphonate 5-phosphate is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite {met.id} | {met.name} | {base_name} | {met_name} is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite prpmn-c_c0 | ?-D-ribose-1-methylphosphonate 5-phosphate was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "{'original': {'reaction': 'cpd00002_c0 + cpd00005_c0 + cpd00067_c0 + '\n", - " 'cpd08289_c0 + cpd14545_c0 + iscssh-c_c0 --> 2.0 '\n", - " 'cpd00001_c0 + cpd00006_c0 + cpd00011_c0 + '\n", - " 'cpd00012_c0 + cpd00018_c0 + cpd02654_c0 + '\n", - " 'iscs-c_c0'},\n", - " 'new': {'reaction': 'cpd00002_c0 + cpd00005_c0 + cpd00067_c0 + cpd08289_c0 + '\n", - " 'cpd14545_c0 + iscssh-c_c0 --> 2.0 cpd00001_c0 + '\n", - " 'cpd00006_c0 + cpd00011_c0 + cpd00012_c0 + cpd00018_c0 + '\n", - " 'cpd02654_c0 + cpd32553_c0'},\n", - " 'justification': 'The non-ModelSEED ID iscs-c_c0 in this reaction '\n", - " '(THZPSN3_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'id': 'sq-e_e0', 'name': 'Sulphoquinovose'},\n", - " 'new': {'id': 'cpd32553_e0', 'name': '_e0'},\n", - " 'justification': 'The sq-e_e0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd00001_c0 + sqg-c_c0 --> cpd00100_c0 + sq-c_c0'},\n", - " 'new': {'reaction': 'cpd00001_c0 + sqg-c_c0 --> cpd00100_c0 + cpd32553_c0'},\n", - " 'justification': 'The non-ModelSEED ID sq-c_c0 in this reaction (SQGH_c0) '\n", - " 'must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd32553_p0 --> sq-c_c0'},\n", - " 'new': {'reaction': 'cpd32553_p0 --> cpd32553_c0'},\n", - " 'justification': 'The non-ModelSEED ID sq-c_c0 in this reaction (SQtr_c0) '\n", - " 'must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'sq-c_c0 --> sf-c_c0'},\n", - " 'new': {'reaction': 'cpd32553_c0 --> sf-c_c0'},\n", - " 'justification': 'The non-ModelSEED ID sq-c_c0 in this reaction (SQVOSI_c0) '\n", - " 'must be replaced.'}\n", - "\n", - "\n", - "{'original': {'id': 'cpd00609_p0', 'name': 'D-Glucarate_p0'},\n", - " 'new': {'id': 'cpd00571_p0', 'name': 'D-Glucarate_p0'},\n", - " 'justification': 'The cpd00609_p0 and cpd00571_p0 distinction is '\n", - " 'incompatible. The ID match was verified with BiGG '\n", - " 'cross-references.'}\n", - "\n", - "\n", - "{'original': {'id': 'cpd00609_c0', 'name': 'D-Glucarate_c0'},\n", - " 'new': {'id': 'cpd00571_c0', 'name': 'D-Glucarate_c0'},\n", - " 'justification': 'The cpd00609_c0 and cpd00571_c0 distinction is '\n", - " 'incompatible. The ID match was verified with BiGG '\n", - " 'cross-references.'}\n", - "\n", - "\n", - "{'original': {'id': 'cpd00609_e0', 'name': 'D-Glucarate_e0'},\n", - " 'new': {'id': 'cpd00571_e0', 'name': 'D-Glucarate_e0'},\n", - " 'justification': 'The cpd00609_e0 and cpd00571_e0 distinction is '\n", - " 'incompatible. The ID match was verified with BiGG '\n", - " 'cross-references.'}\n", - "\n", - "\n", - "{'original': {'id': 'cpd19046_c0',\n", - " 'name': '(R)-2,3-Dihydroxy-3-methylpentanoate_c0'},\n", - " 'new': {'id': 'cpd02535_c0',\n", - " 'name': '(R)-2,3-Dihydroxy-3-methylpentanoate_c0'},\n", - " 'justification': 'The cpd19046_c0 and cpd02535_c0 distinction is '\n", - " 'incompatible. The ID match was verified with AraCyc '\n", - " 'cross-references.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'sfp-c_c0 --> cpd00095_c0 + sla-c_c0'},\n", - " 'new': {'reaction': 'sfp-c_c0 --> cpd00095_c0 + cpd32553_c0'},\n", - " 'justification': 'The non-ModelSEED ID sla-c_c0 in this reaction (6D6SPA_c0) '\n", - " 'must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd00004_c0 + cpd00067_c0 + sla-c_c0 --> '\n", - " 'cpd00003_c0 + dhps-c_c0'},\n", - " 'new': {'reaction': 'cpd00004_c0 + cpd00067_c0 + cpd32553_c0 --> cpd00003_c0 '\n", - " '+ dhps-c_c0'},\n", - " 'justification': 'The non-ModelSEED ID sla-c_c0 in this reaction (3SLAR_c0) '\n", - " 'must be replaced.'}\n", - "\n", - "\n", - "{'original': {'id': '2hptcl-c_c0',\n", - " 'name': '2-hydroxycyclohepta-1,4,6-triene-1-carboxylate'},\n", - " 'new': {'id': 'cpd31397_c0',\n", - " 'name': '2-hydroxycyclohepta-1,4,6-triene-1-carboxylate_c0'},\n", - " 'justification': 'The 2hptcl-c_c0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd00052_c0 + 2.0 cpd00067_c0 + 2.0 cpd15465_c0 --> '\n", - " 'cpd00001_c0 + cpd00356_c0 + 2.0 flxso-c_c0'},\n", - " 'new': {'reaction': 'cpd00052_c0 + 2.0 cpd00067_c0 + 2.0 cpd15465_c0 --> '\n", - " 'cpd00001_c0 + cpd00356_c0 + 2.0 cpd32553_c0'},\n", - " 'justification': 'The non-ModelSEED ID flxso-c_c0 in this reaction '\n", - " '(RNTR3c2_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd00010_c0 + cpd00020_c0 + 2.0 flxso-c_c0 <=> '\n", - " 'cpd00011_c0 + cpd00022_c0 + cpd00067_c0 + 2.0 '\n", - " 'cpd15465_c0'},\n", - " 'new': {'reaction': 'cpd00010_c0 + cpd00020_c0 + 2.0 cpd32553_c0 <=> '\n", - " 'cpd00011_c0 + cpd00022_c0 + cpd00067_c0 + 2.0 '\n", - " 'cpd15465_c0'},\n", - " 'justification': 'The non-ModelSEED ID flxso-c_c0 in this reaction (POR5_c0) '\n", - " 'must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd00067_c0 + cpd08301_c0 + 2.0 cpd15465_c0 --> '\n", - " 'cpd00001_c0 + cpd08615_c0 + 2.0 flxso-c_c0'},\n", - " 'new': {'reaction': 'cpd00067_c0 + cpd08301_c0 + 2.0 cpd15465_c0 --> '\n", - " 'cpd00001_c0 + cpd08615_c0 + 2.0 cpd32553_c0'},\n", - " 'justification': 'The non-ModelSEED ID flxso-c_c0 in this reaction '\n", - " '(MECDPDH5_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd00005_c0 + 2.0 flxso-c_c0 --> cpd00006_c0 + '\n", - " 'cpd00067_c0 + 2.0 cpd15465_c0'},\n", - " 'new': {'reaction': 'cpd00005_c0 + 2.0 cpd32553_c0 --> cpd00006_c0 + '\n", - " 'cpd00067_c0 + 2.0 cpd15465_c0'},\n", - " 'justification': 'The non-ModelSEED ID flxso-c_c0 in this reaction (FLDR2_c0) '\n", - " 'must be replaced.'}\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite iscs-c_c0 | IscS sulfur acceptor protein was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:260: UserWarning: ModelSEEDError: The metabolite cpd15360_c0 | 2-Octaprenyl-3-methyl-5-hydroxy-6-methoxy-1,4-benzoquinol_c0 | Octaprenyl3methyl5hydroxy6methoxy1,4benzoquinol_c0 | 2-Octaprenyl-3-methyl-5-hydroxy-6-methoxy-1,4-benzoquinol is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite {met.id} | {met.name} | {base_name} | {met_name} is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite sq-c_c0 | Sulphoquinovose was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:260: UserWarning: ModelSEEDError: The metabolite ocdceap-c_c0 | Octadecanoyl-phosphate (n-C18:1) | Phosphate (nc18:1) | Octadecanoyl-phosphate (n-C18:1) is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite {met.id} | {met.name} | {base_name} | {met_name} is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite ocdceap-c_c0 | Octadecanoyl-phosphate (n-C18:1) was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:260: UserWarning: ModelSEEDError: The metabolite nadhx-S-c_c0 | Adenosine 5'-(3-{5-[(2S)-5-carbamoyl-2-hydroxy-3,4-dihydropyridin-1-yl]-5-deoxy-?-D-ribofuranosyl} dihydrogen diphosphate) | (3{5[(2s)5carbamoyl2hydroxy3,4dihydropyridin1yl]5deoxy?dribofuranosyl} dihydrogen diphosphate) | Adenosine 5'-(3-{5-[(2S)-5-carbamoyl-2-hydroxy-3,4-dihydropyridin-1-yl]-5-deoxy-?-D-ribofuranosyl} dihydrogen diphosphate) is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite {met.id} | {met.name} | {base_name} | {met_name} is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite nadhx-S-c_c0 | Adenosine 5'-(3-{5-[(2S)-5-carbamoyl-2-hydroxy-3,4-dihydropyridin-1-yl]-5-deoxy-?-D-ribofuranosyl} dihydrogen diphosphate) was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:260: UserWarning: ModelSEEDError: The metabolite gmplys-c_c0 | GMP-N-?-(N-?-acetyl lysine methyl ester) 5'-phosphoramidate | N?(n?acetyl lysine methyl ester) 5'phosphoramidate | GMP-N-?-(N-?-acetyl lysine methyl ester) 5'-phosphoramidate is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite {met.id} | {met.name} | {base_name} | {met_name} is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite gmplys-c_c0 | GMP-N-?-(N-?-acetyl lysine methyl ester) 5'-phosphoramidate was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite sla-c_c0 | Sulpholactaldehyde was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:260: UserWarning: ModelSEEDError: The metabolite 2fe1s-c_c0 | [2Fe-1S] desulfurated iron-sulfur cluster | 1s] desulfurated ironsulfur cluster | [2Fe-1S] desulfurated iron-sulfur cluster is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite {met.id} | {met.name} | {base_name} | {met_name} is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite 2fe1s-c_c0 | [2Fe-1S] desulfurated iron-sulfur cluster was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "{'original': {'reaction': 'cpd00038_c0 + 2.0 cpd00067_c0 + 2.0 cpd15465_c0 --> '\n", - " 'cpd00001_c0 + cpd00241_c0 + 2.0 flxso-c_c0'},\n", - " 'new': {'reaction': 'cpd00038_c0 + 2.0 cpd00067_c0 + 2.0 cpd15465_c0 --> '\n", - " 'cpd00001_c0 + cpd00241_c0 + 2.0 cpd32553_c0'},\n", - " 'justification': 'The non-ModelSEED ID flxso-c_c0 in this reaction '\n", - " '(RNTR2c2_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd00002_c0 + 2.0 cpd00067_c0 + 2.0 cpd15465_c0 --> '\n", - " 'cpd00001_c0 + cpd00115_c0 + 2.0 flxso-c_c0'},\n", - " 'new': {'reaction': 'cpd00002_c0 + 2.0 cpd00067_c0 + 2.0 cpd15465_c0 --> '\n", - " 'cpd00001_c0 + cpd00115_c0 + 2.0 cpd32553_c0'},\n", - " 'justification': 'The non-ModelSEED ID flxso-c_c0 in this reaction '\n", - " '(RNTR1c2_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd00062_c0 + 2.0 cpd00067_c0 + 2.0 cpd15465_c0 --> '\n", - " 'cpd00001_c0 + cpd00358_c0 + 2.0 flxso-c_c0'},\n", - " 'new': {'reaction': 'cpd00062_c0 + 2.0 cpd00067_c0 + 2.0 cpd15465_c0 --> '\n", - " 'cpd00001_c0 + cpd00358_c0 + 2.0 cpd32553_c0'},\n", - " 'justification': 'The non-ModelSEED ID flxso-c_c0 in this reaction '\n", - " '(RNTR4c2_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'id': 'uaagmda-c_c0',\n", - " 'name': 'Undecaprenyl-diphospho-N-acetylmuramoyl-(N-acetylglucosamine)-L-ala-D-glu-meso-2,6-diaminopimeloyl-D-ala-D-ala'},\n", - " 'new': {'id': 'cpd22495_c0',\n", - " 'name': 'Undecaprenyl-diphospho-N-acetylmuramoyl-(N-acetylglucosamine)-L-ala-D-glu-meso-2,6-diaminopimeloyl-D-ala-D-ala_c0'},\n", - " 'justification': 'The uaagmda-c_c0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "{'original': {'reaction': '2fe1s-c_c0 + cpd00001_c0 + cpd00002_c0 + '\n", - " 'sufbcd-c_c0 + sufsesh-c_c0 --> cpd00008_c0 + '\n", - " 'cpd00009_c0 + 5.0 cpd00067_c0 + sufbcd-2fe2s-c_c0 + '\n", - " 'sufse-c_c0'},\n", - " 'new': {'reaction': '2fe1s-c_c0 + cpd00001_c0 + cpd00002_c0 + cpd32553_c0 + '\n", - " 'sufsesh-c_c0 --> cpd00008_c0 + cpd00009_c0 + 5.0 '\n", - " 'cpd00067_c0 + sufbcd-2fe2s-c_c0 + sufse-c_c0'},\n", - " 'justification': 'The non-ModelSEED ID sufbcd-c_c0 in this reaction '\n", - " '(S2FE2SR_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd00001_c0 + cpd00002_c0 + cpd00982_c0 + 2.0 '\n", - " 'cpd10515_c0 + sufbcd-c_c0 + 2.0 sufsesh-c_c0 --> '\n", - " 'cpd00008_c0 + cpd00009_c0 + cpd00015_c0 + 7.0 '\n", - " 'cpd00067_c0 + sufbcd-2fe2s-c_c0 + 2.0 sufse-c_c0'},\n", - " 'new': {'reaction': 'cpd00001_c0 + cpd00002_c0 + cpd00982_c0 + 2.0 '\n", - " 'cpd10515_c0 + cpd32553_c0 + 2.0 sufsesh-c_c0 --> '\n", - " 'cpd00008_c0 + cpd00009_c0 + cpd00015_c0 + 7.0 '\n", - " 'cpd00067_c0 + sufbcd-2fe2s-c_c0 + 2.0 sufse-c_c0'},\n", - " 'justification': 'The non-ModelSEED ID sufbcd-c_c0 in this reaction '\n", - " '(S2FE2SS_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': '4.0 cpd00067_c0 + sufbcd-4fe4s-c_c0 --> cpd24682_c0 '\n", - " '+ sufbcd-c_c0'},\n", - " 'new': {'reaction': '4.0 cpd00067_c0 + sufbcd-4fe4s-c_c0 --> cpd24682_c0 + '\n", - " 'cpd32553_c0'},\n", - " 'justification': 'The non-ModelSEED ID sufbcd-c_c0 in this reaction '\n", - " '(S4FE4ST_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': '4.0 cpd00067_c0 + sufbcd-2fe2s-c_c0 --> cpd24604_c0 '\n", - " '+ sufbcd-c_c0'},\n", - " 'new': {'reaction': '4.0 cpd00067_c0 + sufbcd-2fe2s-c_c0 --> cpd24604_c0 + '\n", - " 'cpd32553_c0'},\n", - " 'justification': 'The non-ModelSEED ID sufbcd-c_c0 in this reaction '\n", - " '(S2FE2ST_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd02961_c0 <=> dhmpt-c_c0'},\n", - " 'new': {'reaction': 'cpd02961_c0 <=> cpd32553_c0'},\n", - " 'justification': 'The non-ModelSEED ID dhmpt-c_c0 in this reaction '\n", - " '(DHNPTE_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd00005_c0 + cpd00067_c0 + dhmpt-c_c0 --> '\n", - " 'cpd00006_c0 + cpd26424_c0'},\n", - " 'new': {'reaction': 'cpd00005_c0 + cpd00067_c0 + cpd32553_c0 --> cpd00006_c0 '\n", - " '+ cpd26424_c0'},\n", - " 'justification': 'The non-ModelSEED ID dhmpt-c_c0 in this reaction '\n", - " '(DHMPTR_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd21090_c0 + wco-c_c0 --> bwco-c_c0 + cpd00018_c0 '\n", - " '+ cpd00058_c0'},\n", - " 'new': {'reaction': 'cpd21090_c0 + cpd32553_c0 --> bwco-c_c0 + cpd00018_c0 + '\n", - " 'cpd00058_c0'},\n", - " 'justification': 'The non-ModelSEED ID wco-c_c0 in this reaction (BWCOS_c0) '\n", - " 'must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': '2.0 cpd00067_c0 + cpd15574_c0 + cpd21090_c0 --> '\n", - " 'cpd00001_c0 + cpd00018_c0 + cpd00058_c0 + wco-c_c0'},\n", - " 'new': {'reaction': '2.0 cpd00067_c0 + cpd15574_c0 + cpd21090_c0 --> '\n", - " 'cpd00001_c0 + cpd00018_c0 + cpd00058_c0 + cpd32553_c0'},\n", - " 'justification': 'The non-ModelSEED ID wco-c_c0 in this reaction (WCOS_c0) '\n", - " 'must be replaced.'}\n", - "\n", - "\n", - "{'original': {'id': 'cpd03732_c0',\n", - " 'name': 'UDP-N-acetyl-D-mannosaminouronate_c0'},\n", - " 'new': {'id': 'cpd02703_c0', 'name': 'UDP-N-acetyl-D-mannosaminouronate_c0'},\n", - " 'justification': 'The cpd03732_c0 and cpd02703_c0 distinction is '\n", - " 'incompatible. The ID match was verified with BiGG '\n", - " 'cross-references.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd00003_c0 + 2.0 cpd00017_c0 + cpd00067_c0 + '\n", - " 'cpd24682_c0 + octapb-c_c0 --> cpd00004_c0 + 2.0 '\n", - " 'cpd00060_c0 + 2.0 cpd03091_c0 + 2.0 cpd10515_c0 + '\n", - " 'cpd24604_c0 + lipopb-c_c0'},\n", - " 'new': {'reaction': 'cpd00003_c0 + 2.0 cpd00017_c0 + cpd00067_c0 + '\n", - " 'cpd24682_c0 + cpd32553_c0 --> cpd00004_c0 + 2.0 '\n", - " 'cpd00060_c0 + 2.0 cpd03091_c0 + 2.0 cpd10515_c0 + '\n", - " 'cpd24604_c0 + lipopb-c_c0'},\n", - " 'justification': 'The non-ModelSEED ID octapb-c_c0 in this reaction '\n", - " '(LIPOS_c0) must be replaced.'}\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite flxso-c_c0 | Flavodoxin semi oxidized was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:260: UserWarning: ModelSEEDError: The metabolite dhptdp-c_c0 | (4S)-4-hydroxy-5-phosphonooxypentane-2,3-dione | 4hydroxy5phosphonooxypentane2,3dione | (4S)-4-hydroxy-5-phosphonooxypentane-2,3-dione is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite {met.id} | {met.name} | {base_name} | {met_name} is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite dhptdp-c_c0 | (4S)-4-hydroxy-5-phosphonooxypentane-2,3-dione was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite sufbcd-c_c0 | SufBCD scaffold complex was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite dhmpt-c_c0 | Dihydromonapterin was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:260: UserWarning: ModelSEEDError: The metabolite metglcur-e_e0 | 1-O-methyl-Beta-D-glucuronate | Omethylbetadglucuronate | 1-O-methyl-Beta-D-glucuronate is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite {met.id} | {met.name} | {base_name} | {met_name} is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite metglcur-e_e0 | 1-O-methyl-Beta-D-glucuronate was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:260: UserWarning: ModelSEEDError: The metabolite metglcur-c_c0 | 1-O-methyl-Beta-D-glucuronate | Omethylbetadglucuronate | 1-O-methyl-Beta-D-glucuronate is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite {met.id} | {met.name} | {base_name} | {met_name} is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite metglcur-c_c0 | 1-O-methyl-Beta-D-glucuronate was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite wco-c_c0 | Tungsten binding cofactor was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:260: UserWarning: ModelSEEDError: The metabolite metglcur-p_p0 | 1-O-methyl-Beta-D-glucuronate | Omethylbetadglucuronate | 1-O-methyl-Beta-D-glucuronate is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite {met.id} | {met.name} | {base_name} | {met_name} is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite metglcur-p_p0 | 1-O-methyl-Beta-D-glucuronate was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:260: UserWarning: ModelSEEDError: The metabolite sqg-c_c0 | 1-(?-D-sulfoquinovosyl)glycerol | (?dsulfoquinovosyl)glycerol | 1-(?-D-sulfoquinovosyl)glycerol is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite {met.id} | {met.name} | {base_name} | {met_name} is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite sqg-c_c0 | 1-(?-D-sulfoquinovosyl)glycerol was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "{'original': {'reaction': 'cpd00002_c0 + cpd00067_c0 + cpd03846_c0 --> '\n", - " 'cpd00012_c0 + cpd00018_c0 + octapb-c_c0'},\n", - " 'new': {'reaction': 'cpd00002_c0 + cpd00067_c0 + cpd03846_c0 --> cpd00012_c0 '\n", - " '+ cpd00018_c0 + cpd32553_c0'},\n", - " 'justification': 'The non-ModelSEED ID octapb-c_c0 in this reaction '\n", - " '(OCTNLL_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd00067_c0 + cpd11470_c0 --> cpd11493_c0 + '\n", - " 'octapb-c_c0'},\n", - " 'new': {'reaction': 'cpd00067_c0 + cpd11470_c0 --> cpd11493_c0 + cpd32553_c0'},\n", - " 'justification': 'The non-ModelSEED ID octapb-c_c0 in this reaction '\n", - " '(LIPOCT_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd21090_c0 + cpd32553_c0 --> bwco-c_c0 + '\n", - " 'cpd00018_c0 + cpd00058_c0'},\n", - " 'new': {'reaction': 'cpd21090_c0 --> cpd00018_c0 + cpd00058_c0 + cpd32553_c0'},\n", - " 'justification': 'The non-ModelSEED ID bwco-c_c0 in this reaction (BWCOS_c0) '\n", - " 'must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'bwco-c_c0 + cpd00038_c0 + cpd00067_c0 --> '\n", - " 'bwco1gdp-c_c0 + cpd00012_c0'},\n", - " 'new': {'reaction': 'cpd00038_c0 + cpd00067_c0 + cpd32553_c0 --> '\n", - " 'bwco1gdp-c_c0 + cpd00012_c0'},\n", - " 'justification': 'The non-ModelSEED ID bwco-c_c0 in this reaction '\n", - " '(BWCOGDS1_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'id': 'dhps-c_c0', 'name': '2,3-Dihydroxypropane-1-sulfonate'},\n", - " 'new': {'id': 'cpd31356_c0', 'name': '2,3-Dihydroxypropane-1-sulfonate_c0'},\n", - " 'justification': 'The dhps-c_c0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "{'original': {'id': 'dhps-e_e0', 'name': '2,3-Dihydroxypropane-1-sulfonate'},\n", - " 'new': {'id': 'cpd31356_e0', 'name': '2,3-Dihydroxypropane-1-sulfonate_e0'},\n", - " 'justification': 'The dhps-e_e0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "{'original': {'id': 'dhps-p_p0', 'name': '2,3-Dihydroxypropane-1-sulfonate'},\n", - " 'new': {'id': 'cpd31356_p0', 'name': '2,3-Dihydroxypropane-1-sulfonate_p0'},\n", - " 'justification': 'The dhps-p_p0 ID is not a ModelSEED Database ID.'}\n", - "\n", - "\n", - "{'original': {'reaction': '2fe1s-c_c0 + cpd00001_c0 + cpd00002_c0 + '\n", - " 'cpd32553_c0 + sufsesh-c_c0 --> cpd00008_c0 + '\n", - " 'cpd00009_c0 + 5.0 cpd00067_c0 + sufbcd-2fe2s-c_c0 + '\n", - " 'sufse-c_c0'},\n", - " 'new': {'reaction': '2fe1s-c_c0 + cpd00001_c0 + cpd00002_c0 + sufsesh-c_c0 '\n", - " '--> cpd00008_c0 + cpd00009_c0 + 5.0 cpd00067_c0 + '\n", - " 'cpd32553_c0 + sufbcd-2fe2s-c_c0'},\n", - " 'justification': 'The non-ModelSEED ID sufse-c_c0 in this reaction '\n", - " '(S2FE2SR_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd00084_c0 + sufse-c_c0 --> cpd00035_c0 + '\n", - " 'sufsesh-c_c0'},\n", - " 'new': {'reaction': 'cpd00084_c0 + cpd32553_c0 --> cpd00035_c0 + '\n", - " 'sufsesh-c_c0'},\n", - " 'justification': 'The non-ModelSEED ID sufse-c_c0 in this reaction '\n", - " '(SCYSDS_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd00001_c0 + cpd00002_c0 + cpd00982_c0 + 2.0 '\n", - " 'cpd10515_c0 + sufbcd-2fe2s-c_c0 + 2.0 sufsesh-c_c0 '\n", - " '--> cpd00008_c0 + cpd00009_c0 + cpd00015_c0 + 7.0 '\n", - " 'cpd00067_c0 + sufbcd-2fe2s2-c_c0 + 2.0 sufse-c_c0'},\n", - " 'new': {'reaction': 'cpd00001_c0 + cpd00002_c0 + cpd00982_c0 + 2.0 '\n", - " 'cpd10515_c0 + sufbcd-2fe2s-c_c0 + 2.0 sufsesh-c_c0 --> '\n", - " 'cpd00008_c0 + cpd00009_c0 + cpd00015_c0 + 7.0 '\n", - " 'cpd00067_c0 + 2.0 cpd32553_c0 + sufbcd-2fe2s2-c_c0'},\n", - " 'justification': 'The non-ModelSEED ID sufse-c_c0 in this reaction '\n", - " '(S2FE2SS2_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'reaction': 'cpd00001_c0 + cpd00002_c0 + cpd00982_c0 + 2.0 '\n", - " 'cpd10515_c0 + cpd32553_c0 + 2.0 sufsesh-c_c0 --> '\n", - " 'cpd00008_c0 + cpd00009_c0 + cpd00015_c0 + 7.0 '\n", - " 'cpd00067_c0 + sufbcd-2fe2s-c_c0 + 2.0 sufse-c_c0'},\n", - " 'new': {'reaction': 'cpd00001_c0 + cpd00002_c0 + cpd00982_c0 + 2.0 '\n", - " 'cpd10515_c0 + 2.0 sufsesh-c_c0 --> cpd00008_c0 + '\n", - " 'cpd00009_c0 + cpd00015_c0 + 7.0 cpd00067_c0 + 2.0 '\n", - " 'cpd32553_c0 + sufbcd-2fe2s-c_c0'},\n", - " 'justification': 'The non-ModelSEED ID sufse-c_c0 in this reaction '\n", - " '(S2FE2SS_c0) must be replaced.'}\n", - "\n", - "\n", - "{'original': {'id': 'acampnt-c_c0', 'name': '2-N-acetamidomethylphosphonate'},\n", - " 'new': {'id': 'cpd35393_c0', 'name': '2-N-acetamidomethylphosphonate_c0'},\n", - " 'justification': 'The acampnt-c_c0 ID is not a ModelSEED Database ID.'}\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite octapb-c_c0 | Octanoate (protein bound) was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite bwco-c_c0 | Tungsten bispterin cofactor was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:260: UserWarning: ModelSEEDError: The metabolite bwco1gdp-c_c0 | Tungsten bispterin cofactor mono-guanine dinucleotide | Guanine dinucleotide | Tungsten bispterin cofactor mono-guanine dinucleotide is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite {met.id} | {met.name} | {base_name} | {met_name} is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite bwco1gdp-c_c0 | Tungsten bispterin cofactor mono-guanine dinucleotide was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:260: UserWarning: ModelSEEDError: The metabolite iscu-4fe4s-c_c0 | IscU with bound [4Fe-4S] cluster | 4s] cluster | IscU with bound [4Fe-4S] cluster is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite {met.id} | {met.name} | {base_name} | {met_name} is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite iscu-4fe4s-c_c0 | IscU with bound [4Fe-4S] cluster was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite sufse-c_c0 | SufSE sulfur acceptor complex was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:260: UserWarning: ModelSEEDError: The metabolite iscu-2fe2s2-c_c0 | IscU with two bound [2Fe-2S] clusters | 2s] clusters | IscU with two bound [2Fe-2S] clusters is not recognized by the ModelSEED Database\n", - " warn(f'ModelSEEDError: The metabolite {met.id} | {met.name} | {base_name} | {met_name} is not recognized by the ModelSEED Database')\n", - "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:77: UserWarning: CodeError: The metabolite iscu-2fe2s2-c_c0 | IscU with two bound [2Fe-2S] clusters was not corrected to a ModelSEED metabolite.\n", - " warn(f'CodeError: The metabolite {met.id} | {met.name} was not corrected to a ModelSEED metabolite.')\n" - ] - }, - { - "ename": "KeyError", - "evalue": "'BiGG'", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mKeyError\u001b[0m Traceback (most recent call last)", - "Input \u001b[1;32mIn [4]\u001b[0m, in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[0;32m 12\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mr293_e0\u001b[39m\u001b[38;5;124m'\u001b[39m \u001b[38;5;129;01min\u001b[39;00m model\u001b[38;5;241m.\u001b[39mmetabolites:\n\u001b[0;32m 13\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mThe metabolite r293_e0 is in model\u001b[39m\u001b[38;5;124m'\u001b[39m, models\u001b[38;5;241m.\u001b[39mindex(model))\n\u001b[1;32m---> 15\u001b[0m models \u001b[38;5;241m=\u001b[39m \u001b[43mmscompat\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mstandardize_MSD\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodels\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43moutput_directory\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 16\u001b[0m \u001b[38;5;66;03m# models = mscompat.standardize_MSD(models, output_directory = '', metabolites = False)\u001b[39;00m\n\u001b[0;32m 18\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m model \u001b[38;5;129;01min\u001b[39;00m models:\n", - "File \u001b[1;32m~\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:74\u001b[0m, in \u001b[0;36mMSCompatibility.standardize_MSD\u001b[1;34m(self, models, output_directory, metabolites, exchanges)\u001b[0m\n\u001b[0;32m 72\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m metabolites:\n\u001b[0;32m 73\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m met \u001b[38;5;129;01min\u001b[39;00m model\u001b[38;5;241m.\u001b[39mmetabolites:\n\u001b[1;32m---> 74\u001b[0m met \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_fix_met\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmet\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 75\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mcpd\u001b[39m\u001b[38;5;124m'\u001b[39m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m met\u001b[38;5;241m.\u001b[39mid: \n\u001b[0;32m 76\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39munknown_met_ids\u001b[38;5;241m.\u001b[39mappend(met\u001b[38;5;241m.\u001b[39mid)\n", - "File \u001b[1;32m~\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:255\u001b[0m, in \u001b[0;36mMSCompatibility._fix_met\u001b[1;34m(self, met)\u001b[0m\n\u001b[0;32m 253\u001b[0m met \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m__correct_met(met, met\u001b[38;5;241m.\u001b[39mname)\n\u001b[0;32m 254\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m met_name \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcompound_names:\n\u001b[1;32m--> 255\u001b[0m met \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m__correct_met\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmet\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmet_name\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 256\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m base_name \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcompound_names:\n\u001b[0;32m 257\u001b[0m met \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m__correct_met(met, base_name)\n", - "File \u001b[1;32m~\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\mscompatibility.py:330\u001b[0m, in \u001b[0;36mMSCompatibility.__correct_met\u001b[1;34m(self, met, met_name, standardize)\u001b[0m\n\u001b[0;32m 328\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m db \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcompounds_cross_references[general_met]:\n\u001b[0;32m 329\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m cross_ref \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcompounds_cross_references[general_met][db]:\n\u001b[1;32m--> 330\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m cross_ref \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcompounds_cross_references\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcompound_names\u001b[49m\u001b[43m[\u001b[49m\u001b[43mmet_name\u001b[49m\u001b[43m]\u001b[49m\u001b[43m]\u001b[49m\u001b[43m[\u001b[49m\u001b[43mdb\u001b[49m\u001b[43m]\u001b[49m:\n\u001b[0;32m 331\u001b[0m match \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[0;32m 332\u001b[0m \u001b[38;5;28;01mbreak\u001b[39;00m\n", - "\u001b[1;31mKeyError\u001b[0m: 'BiGG'" - ] - } - ], - "source": [ - "%run ../../../modelseedpy/core/mscompatibility.py\n", - "\n", - "model1 = kbase_api.get_from_ws(\"iML1515\",76994)\n", - "model2 = kbase_api.get_from_ws(\"iSB1139.kb.gf\",30650)\n", - "mscompat = MSCompatibility(modelseed_db_path = os.path.join('..', '..', '..', 'ModelSEEDDatabase'))\n", - "models = [model1, model2]\n", - "\n", - "before_model_rxns, after_model_rxns = [], []\n", - "for model in models:\n", - " for rxn in model.reactions:\n", - " before_model_rxns.append(rxn.reaction)\n", - " if 'r293_e0' in model.metabolites:\n", - " print('The metabolite r293_e0 is in model', models.index(model))\n", - "\n", - "model1, model2 = mscompat.standardize(models, exchanges = False, conflicts_file_name = 'standardized_metabolites.json')\n", - "# models = mscompat.standardize_MSD(models,conflicts_file_name = 'standardized_metabolites.txt', metabolites = False)\n", - "\n", - "for model in models:\n", - " for rxn in model.reactions:\n", - " after_model_rxns.append(rxn.reaction)\n", - " if 'r293_e0' not in model.metabolites:\n", - " print('The metabolite r293_e0 is not in model', models.index(model))\n", - " \n", - "new_rxn_count = 0\n", - "for new_rxn in after_model_rxns:\n", - " if new_rxn not in before_model_rxns:\n", - " new_rxn_count += 1\n", - "print(f'{new_rxn_count} reactions were changed.')" - ] - }, - { - "cell_type": "markdown", - "id": "31902b83", - "metadata": {}, - "source": [ - "# Brainstorming" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "7e801341-9351-471e-8fe4-8c2527ebcc3c", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'e0', 'c0', 'p0'}\n" - ] - } - ], - "source": [ - "pprint(set(met.compartment for met in model1.metabolites))" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "c8060758-7c9b-4610-adab-c1e6288c6260", - "metadata": {}, - "outputs": [], - "source": [ - "with open('iML1515_exchanges.txt', 'w') as exchange_reactions:\n", - " exchange_reactions.write('IDs\\t\\t\\t\\tReaction\\n')\n", - " for ex_rxn in models[0].exchanges:\n", - " exchange_reactions.write(ex_rxn.id+'\\t\\t'+ex_rxn.reaction+'\\n')\n", - " \n", - "with open('iSB1139_exchanges.txt', 'w') as exchange_reactions:\n", - " exchange_reactions.write('IDs\\t\\t\\t\\tReaction\\n')\n", - " for ex_rxn in models[1].exchanges:\n", - " exchange_reactions.write(ex_rxn.id+'\\t\\t'+ex_rxn.reaction+'\\n')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e61160ce-0f61-4ed2-947a-11e58da18934", - "metadata": {}, - "outputs": [], - "source": [ - "from pandas import DataFrame\n", - "DataFrame = " - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "09290d9b-4f17-4775-8211-9556b6a8bf15", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1 2\n", - "1 3\n", - "1 4\n", - "2 3\n", - "2 4\n", - "3 4\n" - ] - } - ], - "source": [ - "from itertools import combinations\n", - "species = {1:3,2:3,3:4,4:5}\n", - "for species_1, species_2 in combinations(species, 2):\n", - " print(species_1, species_2)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "2b1abac7-8b97-407a-bbaa-5c19c3dbe66f", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'AraCyc': ['OH', 'WATER']}\n" - ] - } - ], - "source": [ - "test = 'AraCyc: OH; WATER'\n", - "content = test.split(';')\n", - "content[0] = content[0].split(':')\n", - "db = content[0][0]\n", - "content[0] = content[0][1]\n", - "dic = {db:[x.strip() for x in content]}\n", - "print(dic)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "87e80513-73fd-43e4-bb40-9d00ee398af3", - "metadata": {}, - "outputs": [], - "source": [ - "for met in models[0].metabolites:\n", - " if 'cpd' not in met.id:\n", - " print(met.id)\n", - " for rxn in met.reactions:\n", - " print(rxn.reaction)\n", - " print('\\n\\n')" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "cab787ab-406e-4a7d-aa31-75485245ce55", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "ename": "KeyboardInterrupt", - "evalue": "", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", - "Input \u001b[1;32mIn [18]\u001b[0m, in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;28;43msum\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mrxn\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mfor\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mmodel\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01min\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mmodels\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mfor\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mrxn\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01min\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mmodel\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mreactions\u001b[49m\u001b[43m)\u001b[49m)\n", - "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\core\\reaction.py:967\u001b[0m, in \u001b[0;36mReaction.__add__\u001b[1;34m(self, other)\u001b[0m\n\u001b[0;32m 947\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__add__\u001b[39m(\u001b[38;5;28mself\u001b[39m, other: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mReaction\u001b[39m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mReaction\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[0;32m 948\u001b[0m \u001b[38;5;124;03m\"\"\"Add two reactions and return a new one.\u001b[39;00m\n\u001b[0;32m 949\u001b[0m \n\u001b[0;32m 950\u001b[0m \u001b[38;5;124;03m The stoichiometry will be the combined stoichiometry of the two\u001b[39;00m\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 965\u001b[0m \n\u001b[0;32m 966\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[1;32m--> 967\u001b[0m new_reaction \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcopy\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 968\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m other \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[0;32m 969\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m new_reaction\n", - "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\core\\reaction.py:938\u001b[0m, in \u001b[0;36mReaction.copy\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 936\u001b[0m i\u001b[38;5;241m.\u001b[39m_model \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m 937\u001b[0m \u001b[38;5;66;03m# now we can copy\u001b[39;00m\n\u001b[1;32m--> 938\u001b[0m new_reaction \u001b[38;5;241m=\u001b[39m \u001b[43mdeepcopy\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 939\u001b[0m \u001b[38;5;66;03m# restore the references\u001b[39;00m\n\u001b[0;32m 940\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_model \u001b[38;5;241m=\u001b[39m model\n", - "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\copy.py:153\u001b[0m, in \u001b[0;36mdeepcopy\u001b[1;34m(x, memo, _nil)\u001b[0m\n\u001b[0;32m 151\u001b[0m copier \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mgetattr\u001b[39m(x, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m__deepcopy__\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;28;01mNone\u001b[39;00m)\n\u001b[0;32m 152\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m copier \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m--> 153\u001b[0m y \u001b[38;5;241m=\u001b[39m \u001b[43mcopier\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmemo\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 154\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 155\u001b[0m reductor \u001b[38;5;241m=\u001b[39m dispatch_table\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;28mcls\u001b[39m)\n", - "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\core\\reaction.py:273\u001b[0m, in \u001b[0;36mReaction.__deepcopy__\u001b[1;34m(self, memo)\u001b[0m\n\u001b[0;32m 260\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__deepcopy__\u001b[39m(\u001b[38;5;28mself\u001b[39m, memo: \u001b[38;5;28mdict\u001b[39m) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mReaction\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[0;32m 261\u001b[0m \u001b[38;5;124;03m\"\"\"Copy the reaction with memo.\u001b[39;00m\n\u001b[0;32m 262\u001b[0m \n\u001b[0;32m 263\u001b[0m \u001b[38;5;124;03m Parameters\u001b[39;00m\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 271\u001b[0m \u001b[38;5;124;03m A new reaction that is a deep copy of the original reaction with memo.\u001b[39;00m\n\u001b[0;32m 272\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[1;32m--> 273\u001b[0m cop \u001b[38;5;241m=\u001b[39m \u001b[43mdeepcopy\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43msuper\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mReaction\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmemo\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 274\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m cop\n", - "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\copy.py:172\u001b[0m, in \u001b[0;36mdeepcopy\u001b[1;34m(x, memo, _nil)\u001b[0m\n\u001b[0;32m 170\u001b[0m y \u001b[38;5;241m=\u001b[39m x\n\u001b[0;32m 171\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m--> 172\u001b[0m y \u001b[38;5;241m=\u001b[39m \u001b[43m_reconstruct\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmemo\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mrv\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 174\u001b[0m \u001b[38;5;66;03m# If is its own copy, don't memoize.\u001b[39;00m\n\u001b[0;32m 175\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m y \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m x:\n", - "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\copy.py:270\u001b[0m, in \u001b[0;36m_reconstruct\u001b[1;34m(x, memo, func, args, state, listiter, dictiter, deepcopy)\u001b[0m\n\u001b[0;32m 268\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m state \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m 269\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m deep:\n\u001b[1;32m--> 270\u001b[0m state \u001b[38;5;241m=\u001b[39m \u001b[43mdeepcopy\u001b[49m\u001b[43m(\u001b[49m\u001b[43mstate\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmemo\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 271\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mhasattr\u001b[39m(y, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m__setstate__\u001b[39m\u001b[38;5;124m'\u001b[39m):\n\u001b[0;32m 272\u001b[0m y\u001b[38;5;241m.\u001b[39m__setstate__(state)\n", - "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\copy.py:146\u001b[0m, in \u001b[0;36mdeepcopy\u001b[1;34m(x, memo, _nil)\u001b[0m\n\u001b[0;32m 144\u001b[0m copier \u001b[38;5;241m=\u001b[39m _deepcopy_dispatch\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;28mcls\u001b[39m)\n\u001b[0;32m 145\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m copier \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m--> 146\u001b[0m y \u001b[38;5;241m=\u001b[39m \u001b[43mcopier\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmemo\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 147\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 148\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28missubclass\u001b[39m(\u001b[38;5;28mcls\u001b[39m, \u001b[38;5;28mtype\u001b[39m):\n", - "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\copy.py:230\u001b[0m, in \u001b[0;36m_deepcopy_dict\u001b[1;34m(x, memo, deepcopy)\u001b[0m\n\u001b[0;32m 228\u001b[0m memo[\u001b[38;5;28mid\u001b[39m(x)] \u001b[38;5;241m=\u001b[39m y\n\u001b[0;32m 229\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m key, value \u001b[38;5;129;01min\u001b[39;00m x\u001b[38;5;241m.\u001b[39mitems():\n\u001b[1;32m--> 230\u001b[0m y[deepcopy(key, memo)] \u001b[38;5;241m=\u001b[39m \u001b[43mdeepcopy\u001b[49m\u001b[43m(\u001b[49m\u001b[43mvalue\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmemo\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 231\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m y\n", - "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\copy.py:172\u001b[0m, in \u001b[0;36mdeepcopy\u001b[1;34m(x, memo, _nil)\u001b[0m\n\u001b[0;32m 170\u001b[0m y \u001b[38;5;241m=\u001b[39m x\n\u001b[0;32m 171\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m--> 172\u001b[0m y \u001b[38;5;241m=\u001b[39m \u001b[43m_reconstruct\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmemo\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mrv\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 174\u001b[0m \u001b[38;5;66;03m# If is its own copy, don't memoize.\u001b[39;00m\n\u001b[0;32m 175\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m y \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m x:\n", - "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\copy.py:270\u001b[0m, in \u001b[0;36m_reconstruct\u001b[1;34m(x, memo, func, args, state, listiter, dictiter, deepcopy)\u001b[0m\n\u001b[0;32m 268\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m state \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m 269\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m deep:\n\u001b[1;32m--> 270\u001b[0m state \u001b[38;5;241m=\u001b[39m \u001b[43mdeepcopy\u001b[49m\u001b[43m(\u001b[49m\u001b[43mstate\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmemo\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 271\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mhasattr\u001b[39m(y, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m__setstate__\u001b[39m\u001b[38;5;124m'\u001b[39m):\n\u001b[0;32m 272\u001b[0m y\u001b[38;5;241m.\u001b[39m__setstate__(state)\n", - "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\copy.py:146\u001b[0m, in \u001b[0;36mdeepcopy\u001b[1;34m(x, memo, _nil)\u001b[0m\n\u001b[0;32m 144\u001b[0m copier \u001b[38;5;241m=\u001b[39m _deepcopy_dispatch\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;28mcls\u001b[39m)\n\u001b[0;32m 145\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m copier \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m--> 146\u001b[0m y \u001b[38;5;241m=\u001b[39m \u001b[43mcopier\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmemo\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 147\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 148\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28missubclass\u001b[39m(\u001b[38;5;28mcls\u001b[39m, \u001b[38;5;28mtype\u001b[39m):\n", - "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\copy.py:230\u001b[0m, in \u001b[0;36m_deepcopy_dict\u001b[1;34m(x, memo, deepcopy)\u001b[0m\n\u001b[0;32m 228\u001b[0m memo[\u001b[38;5;28mid\u001b[39m(x)] \u001b[38;5;241m=\u001b[39m y\n\u001b[0;32m 229\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m key, value \u001b[38;5;129;01min\u001b[39;00m x\u001b[38;5;241m.\u001b[39mitems():\n\u001b[1;32m--> 230\u001b[0m y[deepcopy(key, memo)] \u001b[38;5;241m=\u001b[39m \u001b[43mdeepcopy\u001b[49m\u001b[43m(\u001b[49m\u001b[43mvalue\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmemo\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 231\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m y\n", - " \u001b[1;31m[... skipping similar frames: deepcopy at line 146 (14 times), _deepcopy_dict at line 230 (13 times), _reconstruct at line 270 (13 times), deepcopy at line 172 (13 times)]\u001b[0m\n", - "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\copy.py:205\u001b[0m, in \u001b[0;36m_deepcopy_list\u001b[1;34m(x, memo, deepcopy)\u001b[0m\n\u001b[0;32m 203\u001b[0m append \u001b[38;5;241m=\u001b[39m y\u001b[38;5;241m.\u001b[39mappend\n\u001b[0;32m 204\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m a \u001b[38;5;129;01min\u001b[39;00m x:\n\u001b[1;32m--> 205\u001b[0m append(\u001b[43mdeepcopy\u001b[49m\u001b[43m(\u001b[49m\u001b[43ma\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmemo\u001b[49m\u001b[43m)\u001b[49m)\n\u001b[0;32m 206\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m y\n", - " \u001b[1;31m[... skipping similar frames: deepcopy at line 146 (2 times), _deepcopy_dict at line 230 (1 times), _reconstruct at line 270 (1 times), deepcopy at line 172 (1 times)]\u001b[0m\n", - "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\copy.py:205\u001b[0m, in \u001b[0;36m_deepcopy_list\u001b[1;34m(x, memo, deepcopy)\u001b[0m\n\u001b[0;32m 203\u001b[0m append \u001b[38;5;241m=\u001b[39m y\u001b[38;5;241m.\u001b[39mappend\n\u001b[0;32m 204\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m a \u001b[38;5;129;01min\u001b[39;00m x:\n\u001b[1;32m--> 205\u001b[0m append(\u001b[43mdeepcopy\u001b[49m\u001b[43m(\u001b[49m\u001b[43ma\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmemo\u001b[49m\u001b[43m)\u001b[49m)\n\u001b[0;32m 206\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m y\n", - " \u001b[1;31m[... skipping similar frames: deepcopy at line 146 (5 times), _deepcopy_dict at line 230 (3 times), _reconstruct at line 270 (3 times), deepcopy at line 172 (3 times), _deepcopy_list at line 205 (1 times)]\u001b[0m\n", - "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\copy.py:205\u001b[0m, in \u001b[0;36m_deepcopy_list\u001b[1;34m(x, memo, deepcopy)\u001b[0m\n\u001b[0;32m 203\u001b[0m append \u001b[38;5;241m=\u001b[39m y\u001b[38;5;241m.\u001b[39mappend\n\u001b[0;32m 204\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m a \u001b[38;5;129;01min\u001b[39;00m x:\n\u001b[1;32m--> 205\u001b[0m append(\u001b[43mdeepcopy\u001b[49m\u001b[43m(\u001b[49m\u001b[43ma\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmemo\u001b[49m\u001b[43m)\u001b[49m)\n\u001b[0;32m 206\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m y\n", - " \u001b[1;31m[... skipping similar frames: deepcopy at line 172 (1 times)]\u001b[0m\n", - "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\copy.py:270\u001b[0m, in \u001b[0;36m_reconstruct\u001b[1;34m(x, memo, func, args, state, listiter, dictiter, deepcopy)\u001b[0m\n\u001b[0;32m 268\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m state \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m 269\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m deep:\n\u001b[1;32m--> 270\u001b[0m state \u001b[38;5;241m=\u001b[39m \u001b[43mdeepcopy\u001b[49m\u001b[43m(\u001b[49m\u001b[43mstate\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmemo\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 271\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mhasattr\u001b[39m(y, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m__setstate__\u001b[39m\u001b[38;5;124m'\u001b[39m):\n\u001b[0;32m 272\u001b[0m y\u001b[38;5;241m.\u001b[39m__setstate__(state)\n", - "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\copy.py:146\u001b[0m, in \u001b[0;36mdeepcopy\u001b[1;34m(x, memo, _nil)\u001b[0m\n\u001b[0;32m 144\u001b[0m copier \u001b[38;5;241m=\u001b[39m _deepcopy_dispatch\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;28mcls\u001b[39m)\n\u001b[0;32m 145\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m copier \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m--> 146\u001b[0m y \u001b[38;5;241m=\u001b[39m \u001b[43mcopier\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmemo\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 147\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 148\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28missubclass\u001b[39m(\u001b[38;5;28mcls\u001b[39m, \u001b[38;5;28mtype\u001b[39m):\n", - "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\copy.py:230\u001b[0m, in \u001b[0;36m_deepcopy_dict\u001b[1;34m(x, memo, deepcopy)\u001b[0m\n\u001b[0;32m 228\u001b[0m memo[\u001b[38;5;28mid\u001b[39m(x)] \u001b[38;5;241m=\u001b[39m y\n\u001b[0;32m 229\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m key, value \u001b[38;5;129;01min\u001b[39;00m x\u001b[38;5;241m.\u001b[39mitems():\n\u001b[1;32m--> 230\u001b[0m y[deepcopy(key, memo)] \u001b[38;5;241m=\u001b[39m \u001b[43mdeepcopy\u001b[49m\u001b[43m(\u001b[49m\u001b[43mvalue\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmemo\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 231\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m y\n", - "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\copy.py:172\u001b[0m, in \u001b[0;36mdeepcopy\u001b[1;34m(x, memo, _nil)\u001b[0m\n\u001b[0;32m 170\u001b[0m y \u001b[38;5;241m=\u001b[39m x\n\u001b[0;32m 171\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m--> 172\u001b[0m y \u001b[38;5;241m=\u001b[39m \u001b[43m_reconstruct\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmemo\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mrv\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 174\u001b[0m \u001b[38;5;66;03m# If is its own copy, don't memoize.\u001b[39;00m\n\u001b[0;32m 175\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m y \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m x:\n", - "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\copy.py:258\u001b[0m, in \u001b[0;36m_reconstruct\u001b[1;34m(x, memo, func, args, state, listiter, dictiter, deepcopy)\u001b[0m\n\u001b[0;32m 254\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mKeyError\u001b[39;00m:\n\u001b[0;32m 255\u001b[0m \u001b[38;5;66;03m# aha, this is the first one :-)\u001b[39;00m\n\u001b[0;32m 256\u001b[0m memo[\u001b[38;5;28mid\u001b[39m(memo)]\u001b[38;5;241m=\u001b[39m[x]\n\u001b[1;32m--> 258\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_reconstruct\u001b[39m(x, memo, func, args,\n\u001b[0;32m 259\u001b[0m state\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, listiter\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, dictiter\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[0;32m 260\u001b[0m deepcopy\u001b[38;5;241m=\u001b[39mdeepcopy):\n\u001b[0;32m 261\u001b[0m deep \u001b[38;5;241m=\u001b[39m memo \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m 262\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m deep \u001b[38;5;129;01mand\u001b[39;00m args:\n", - "\u001b[1;31mKeyboardInterrupt\u001b[0m: " - ] - } - ], - "source": [ - "print(sum(rxn for model in models for rxn in model.reactions))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "073dd1b4-79b2-4e36-9b13-07e127782d4e", - "metadata": {}, - "outputs": [], - "source": [ - "pfba, self_pfba = None, False\n", - "if pfba == None or self_pfba == None:\n", - " print('yes')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "6197938a-a199-4415-9f73-bdfc6cba1446", - "metadata": {}, - "outputs": [], - "source": [ - "if 'cpd00035' in model1.metabolites:\n", - " print('not replaced')" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "fafebe8b-16d7-4c43-9501-f27ba1e03215", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "'34dhpactex_e0'\n", - "{'aliases': [],\n", - " 'dblinks': {},\n", - " 'direction': '=',\n", - " 'id': 'R-34dhpactex_e0',\n", - " 'imported_gpr': '(b1377 or b0241 or b0929 or b2215)',\n", - " 'maxforflux': 1000.0,\n", - " 'maxrevflux': 1000.0,\n", - " 'modelReactionProteins': [{'complex_ref': '',\n", - " 'modelReactionProteinSubunits': [{'feature_refs': ['23938/40/4/features/id/b0929',\n", - " '23938/40/4/features/id/b2215',\n", - " '23938/40/4/features/id/b1377',\n", - " '23938/40/4/features/id/b0241'],\n", - " 'note': 'Imported '\n", - " 'GPR',\n", - " 'optionalSubunit': 0,\n", - " 'role': '',\n", - " 'triggering': 0}],\n", - " 'note': 'Imported GPR',\n", - " 'source': ''}],\n", - " 'modelReactionReagents': [{'coefficient': -1.0,\n", - " 'modelcompound_ref': '~/modelcompounds/id/cpd02500_e0'},\n", - " {'coefficient': 1.0,\n", - " 'modelcompound_ref': '~/modelcompounds/id/cpd02500_p0'}],\n", - " 'modelcompartment_ref': '~/modelcompartments/id/p0',\n", - " 'name': 'Dihydroxyphenylacetaldehyde transport via diffusion (extracellular '\n", - " 'to periplasm)',\n", - " 'probability': 0.0,\n", - " 'protons': 0.0,\n", - " 'reaction_ref': '~/template/reactions/id/rxn00000_c',\n", - " 'string_attributes': {'original_id': 'R_34dhpactex'}}\n", - "{'aliases': [],\n", - " 'dblinks': {},\n", - " 'direction': '=',\n", - " 'id': 'R-GUAtex_e0',\n", - " 'imported_gpr': 'b0411',\n", - " 'maxforflux': 1000.0,\n", - " 'maxrevflux': 1000.0,\n", - " 'modelReactionProteins': [{'complex_ref': '',\n", - " 'modelReactionProteinSubunits': [{'feature_refs': ['23938/40/4/features/id/b0411'],\n", - " 'note': 'Imported '\n", - " 'GPR',\n", - " 'optionalSubunit': 0,\n", - " 'role': '',\n", - " 'triggering': 0}],\n", - " 'note': 'Imported GPR',\n", - " 'source': ''}],\n", - " 'modelReactionReagents': [{'coefficient': -1.0,\n", - " 'modelcompound_ref': '~/modelcompounds/id/cpd00207_e0'},\n", - " {'coefficient': 1.0,\n", - " 'modelcompound_ref': '~/modelcompounds/id/cpd00207_p0'}],\n", - " 'modelcompartment_ref': '~/modelcompartments/id/p0',\n", - " 'name': 'Guanine transport via diffusion (extracellular to periplasm)',\n", - " 'probability': 0.0,\n", - " 'protons': 0.0,\n", - " 'reaction_ref': '~/template/reactions/id/rxn00000_c',\n", - " 'string_attributes': {'original_id': 'R_GUAtex'}}\n", - "{'aliases': [],\n", - " 'dblinks': {'BiGG': ['CHORM'],\n", - " 'LigandReaction': ['R01715'],\n", - " 'MetaCyc': ['META:CHORISMATEMUT-RXN'],\n", - " 'ModelSeedReaction': ['rxn01256'],\n", - " 'Seed': ['rxn01256']},\n", - " 'direction': '>',\n", - " 'id': 'rxn01256_c0',\n", - " 'imported_gpr': '(b2599 or b2600)',\n", - " 'maxforflux': 1000.0,\n", - " 'maxrevflux': 0.0,\n", - " 'modelReactionProteins': [{'complex_ref': '',\n", - " 'modelReactionProteinSubunits': [{'feature_refs': ['23938/40/4/features/id/b2600',\n", - " '23938/40/4/features/id/b2599'],\n", - " 'note': 'Imported '\n", - " 'GPR',\n", - " 'optionalSubunit': 0,\n", - " 'role': '',\n", - " 'triggering': 0}],\n", - " 'note': 'Imported GPR',\n", - " 'source': ''}],\n", - " 'modelReactionReagents': [{'coefficient': -1.0,\n", - " 'modelcompound_ref': '~/modelcompounds/id/cpd00216_c0'},\n", - " {'coefficient': 1.0,\n", - " 'modelcompound_ref': '~/modelcompounds/id/cpd00219_c0'}],\n", - " 'modelcompartment_ref': '~/modelcompartments/id/c0',\n", - " 'name': 'Chorismate pyruvatemutase_c0',\n", - " 'probability': 0.0,\n", - " 'protons': 0.0,\n", - " 'reaction_ref': '~/template/reactions/id/rxn01256_c',\n", - " 'string_attributes': {'original_id': 'R_CHORM'}}\n", - "{'aliases': [],\n", - " 'dblinks': {'LigandReaction': ['R00572'],\n", - " 'ModelSeedReaction': ['rxn00411'],\n", - " 'Seed': ['rxn00411']},\n", - " 'direction': '>',\n", - " 'id': 'rxn00411_c0',\n", - " 'imported_gpr': 'b1854',\n", - " 'maxforflux': 1000.0,\n", - " 'maxrevflux': 0.0,\n", - " 'modelReactionProteins': [{'complex_ref': '',\n", - " 'modelReactionProteinSubunits': [{'feature_refs': ['23938/40/4/features/id/b1854'],\n", - " 'note': 'Imported '\n", - " 'GPR',\n", - " 'optionalSubunit': 0,\n", - " 'role': '',\n", - " 'triggering': 0}],\n", - " 'note': 'Imported GPR',\n", - " 'source': ''}],\n", - " 'modelReactionReagents': [{'coefficient': -1.0,\n", - " 'modelcompound_ref': '~/modelcompounds/id/cpd00096_c0'},\n", - " {'coefficient': -1.0,\n", - " 'modelcompound_ref': '~/modelcompounds/id/cpd00067_c0'},\n", - " {'coefficient': -1.0,\n", - " 'modelcompound_ref': '~/modelcompounds/id/cpd00061_c0'},\n", - " {'coefficient': 1.0,\n", - " 'modelcompound_ref': '~/modelcompounds/id/cpd00052_c0'},\n", - " {'coefficient': 1.0,\n", - " 'modelcompound_ref': '~/modelcompounds/id/cpd00020_c0'}],\n", - " 'modelcompartment_ref': '~/modelcompartments/id/c0',\n", - " 'name': 'CTP:pyruvate 2-O-phosphotransferase_c0',\n", - " 'probability': 0.0,\n", - " 'protons': 0.0,\n", - " 'reaction_ref': '~/template/reactions/id/rxn00411_c',\n", - " 'string_attributes': {'original_id': 'R_PYK4'}}\n" - ] - } - ], - "source": [ - "# model1 = kbase_api.get_from_ws(\"iML1515\",76994)\n", - "# model2 = kbase_api.get_from_ws(\"iSB1139.kb.gf\",30650)\n", - "import re\n", - "\n", - "for rxn in model1.reactions:\n", - " pprint(rxn.id)\n", - " break\n", - "\n", - "for rxn in model1.modelreactions:\n", - " pprint(rxn)\n", - " if 3 == model1.modelreactions.index(rxn):\n", - " break\n", - " # print(rxn.reactants)\n", - " # print(rxn.products, '\\n\\n')\n", - " # for index, met_id in enumerate([re.sub('_\\w\\d', '', met.id) for met in rxn.reactants]):\n", - " # if met_id in [re.sub('_\\w\\d', '', met.id) for met in rxn.products]:\n", - " # print(rxn.metabolites[rxn.reactants[index]])\n", - " # print(rxn)\n", - " # break\n", - " \n", - "# # exclude reactions where the erroneous ID is both a reactant and product (which is currently an evasive condition)\n", - "# for met_id in [re.sub('_\\w\\d', '', react_met.id) for react_met in rxn.reactants]:\n", - "# print(met_id)\n", - "# if met_id in [re.sub('_\\w\\d', '', pro_met.id) for pro_met in rxn.products] and met_id == original_id:\n", - "# warn(f'ReactionError: The {met.id} metabolite in the {rxn.id} reaction cannot be substituted as both a reactant and product.')\n", - "# continue" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "11bd2147-607b-416b-bb6e-fc50dc564c6c", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "ename": "AttributeError", - "evalue": "'dict' object has no attribute 'id'", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mAttributeError\u001b[0m Traceback (most recent call last)", - "Input \u001b[1;32mIn [3]\u001b[0m, in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mcobra\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcore\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdictlist\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m DictList\n\u001b[0;32m 3\u001b[0m test \u001b[38;5;241m=\u001b[39m DictList()\n\u001b[1;32m----> 4\u001b[0m \u001b[43mtest\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mappend\u001b[49m\u001b[43m(\u001b[49m\u001b[43m{\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43ma\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m:\u001b[49m\u001b[38;5;241;43m4\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mb\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m:\u001b[49m\u001b[38;5;241;43m5\u001b[39;49m\u001b[43m}\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 5\u001b[0m \u001b[38;5;28mprint\u001b[39m(test)\n", - "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\core\\dictlist.py:180\u001b[0m, in \u001b[0;36mDictList.append\u001b[1;34m(self, entity)\u001b[0m\n\u001b[0;32m 178\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mappend\u001b[39m(\u001b[38;5;28mself\u001b[39m, entity: Object) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m 179\u001b[0m \u001b[38;5;124;03m\"\"\"Append object to end.\"\"\"\u001b[39;00m\n\u001b[1;32m--> 180\u001b[0m the_id \u001b[38;5;241m=\u001b[39m \u001b[43mentity\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mid\u001b[49m\n\u001b[0;32m 181\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_check(the_id)\n\u001b[0;32m 182\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_dict[the_id] \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlen\u001b[39m(\u001b[38;5;28mself\u001b[39m)\n", - "\u001b[1;31mAttributeError\u001b[0m: 'dict' object has no attribute 'id'" - ] - } - ], - "source": [ - "from cobra.core.dictlist import DictList\n", - "\n", - "test = DictList()\n", - "test.append({'a':4, 'b':5})\n", - "print(test)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "0fdc26de-8621-4e89-a352-16d8379fa2dc", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "from collections import OrderedDict\n", - "\n", - "x = OrderedDict({'x':2, 'c':4})\n", - "x.pop('c')\n", - "print(x)\n", - "print(list(x.keys()).index('x'))\n", - "print(dir(x))" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "61e64edb-593a-4571-826f-bddd6a00b94d", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{}\n", - "{'charge': 1.0,\n", - " 'compound_ref': '~/template/compounds/id/cpd01911',\n", - " 'dblinks': {'BiGG': ['Nmtrp'],\n", - " 'BiGG2': ['Nmtrp'],\n", - " 'LigandCompound': ['C02983'],\n", - " 'MetaCyc': ['META:N-METHYLTRYPTOPHAN'],\n", - " 'MetaNetX': ['MNXM3055'],\n", - " 'ModelSeed': ['cpd01911'],\n", - " 'Seed': ['cpd15389']},\n", - " 'formula': 'C12H14N2O2',\n", - " 'id': 'cpd01911_c0',\n", - " 'modelcompartment_ref': '~/modelcompartments/id/c0',\n", - " 'name': 'Abrine_c0',\n", - " 'string_attributes': {'boundary_condition': 'false',\n", - " 'original_id': 'M_Nmtrp_c'}}\n", - "{'charge': 1.0,\n", - " 'compound_ref': '~/template/compounds/id/cpd00242',\n", - " 'dblinks': {'BiGG': ['hco3'],\n", - " 'BiGG2': ['hco3'],\n", - " 'HMDB': ['HMDB00595'],\n", - " 'LigandCompound': ['C00288'],\n", - " 'MetaCyc': ['META:HCO3'],\n", - " 'MetaNetX': ['MNXM60'],\n", - " 'ModelSeed': ['cpd00242'],\n", - " 'Seed': ['cpd00242']},\n", - " 'formula': 'CHO3',\n", - " 'id': 'cpd00242_c0',\n", - " 'modelcompartment_ref': '~/modelcompartments/id/c0',\n", - " 'name': 'H2CO3_c0',\n", - " 'string_attributes': {'boundary_condition': 'false',\n", - " 'original_id': 'M_hco3_c'}}\n", - "\n", - "\n", - "model1 1781/1877\n", - "\n", - "\n", - "{'aliases': [],\n", - " 'charge': 1,\n", - " 'compound_ref': '~/template/compounds/id/cpd27374',\n", - " 'dblinks': {'MetaCyc': ['META:L-aspartyl-tRNAAsn'], 'ModelSeed': ['cpd27374']},\n", - " 'formula': '*',\n", - " 'id': 'cpd27374_c0',\n", - " 'modelcompartment_ref': '~/modelcompartments/id/c0',\n", - " 'name': 'L-aspartyl-tRNAAsn',\n", - " 'numerical_attributes': {},\n", - " 'string_attributes': {'boundary_condition': 'false', 'original_id': 'M_r1170'}}\n", - "{'aliases': [],\n", - " 'charge': 1,\n", - " 'compound_ref': '~/template/compounds/id/cpd00009',\n", - " 'dblinks': {'BiGG': ['pi'],\n", - " 'BiGG2': ['pi'],\n", - " 'LigandCompound': ['C00009'],\n", - " 'LigandDrug': ['D05467'],\n", - " 'MetaCyc': ['META:Pi'],\n", - " 'ModelSeed': ['cpd00009'],\n", - " 'Seed': ['cpd00009']},\n", - " 'formula': 'HO4P',\n", - " 'id': 'cpd00009_e0',\n", - " 'modelcompartment_ref': '~/modelcompartments/id/e0',\n", - " 'name': 'Phosphate',\n", - " 'numerical_attributes': {},\n", - " 'string_attributes': {'boundary_condition': 'false', 'original_id': 'M_r1365'}}\n", - "\n", - "\n", - "model2 868/1196\n" - ] - } - ], - "source": [ - "print(model1.annotation)\n", - "# print(dir(model1))\n", - "\n", - "# for met in model.metabolites:\n", - "# print(dir(met))\n", - "# print(met.summary())\n", - "# if met == model.metabolites[4]:\n", - "# break\n", - " \n", - "mnx_count = 0\n", - "for rxn in model1.modelcompounds:\n", - " if 1 >= model1.modelcompounds.index(rxn):\n", - " pprint(rxn)\n", - " if 'ModelSeed' in rxn['dblinks']:\n", - " mnx_count += 1\n", - "print(f'\\n\\nmodel1 {mnx_count}/{len(model1.modelcompounds)}\\n\\n') \n", - "\n", - "mnx_count = 0\n", - "for rxn in model2.modelcompounds:\n", - " if 1 >= model2.modelcompounds.index(rxn):\n", - " pprint(rxn)\n", - " if 'ModelSeed' in rxn['dblinks']:\n", - " mnx_count += 1\n", - "print(f'\\n\\nmodel2 {mnx_count}/{len(model2.modelcompounds)}') " - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "6fc8fb6c", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{K: 0.2381029519107345, S: 0.19527117938676875, O: 0.43845306981640436, Ca: 0.12203459110342926, H: 0.006138207782663331}\n", - "{K: 2, S: 2, O: 9, Ca: 1, H: 2}\n", - "328.41507999999993\n" - ] - } - ], - "source": [ - "from periodictable import formula\n", - "\n", - "# print(dir(Formula))\n", - "\n", - "fm = formula('K2SO4 CaSO4 H2O')\n", - "print(fm.mass_fraction)\n", - "print(fm.atoms)\n", - "print(fm.mass)" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "7671d1ac", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[['(1)', 'cpd00002_c0'], ['(1)', 'cpd00222_c0']] [['(1)', 'cpd00008_c0'], ['(1)', 'cpd00067_c0'], ['(1)', 'cpd00284_c0']]\n", - "{'cpd00002_c0': -1.0, 'cpd00222_c0': -1.0, 'cpd00008_c0': 1.0, 'cpd00067_c0': 1.0, 'cpd00284_c0': 1.0}\n" - ] - } - ], - "source": [ - "from numpy import negative\n", - "import re\n", - "\n", - "# parse the reaction string\n", - "reaction = \"(1) cpd00002[0] + (1) cpd00222[0] => (1) cpd00008[0] + (1) cpd00067[0] + (1) cpd00284[0]\"\n", - "compounds = reaction.split('=>')\n", - "reactant, product = compounds[0], compounds[1]\n", - "reactants = [x.strip() for x in reactant.split('+')]\n", - "products = [x.strip() for x in product.split('+')]\n", - "reactant_met = [x.split(' ') for x in reactants]\n", - "product_met = [x.split(' ') for x in products]\n", - "\n", - "# assemble a dictionary for the reaction\n", - "reaction_dict = {}\n", - "for met in reactant_met:\n", - " stoich = float(re.search('(\\d+)', met[0]).group())\n", - " met[1] = met[1].replace('[0]', '_c0')\n", - " met[1] = met[1].replace('[1]', '_c0')\n", - " reaction_dict[met[1]] = negative(stoich)\n", - "for met in product_met:\n", - " stoich = float(re.search('(\\d+)', met[0]).group())\n", - " met[1] = met[1].replace('[0]', '_c0')\n", - " met[1] = met[1].replace('[1]', '_c0')\n", - " reaction_dict[met[1]] = stoich\n", - " \n", - "\n", - "print(reactant_met, product_met)\n", - "print(reaction_dict)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{ + "cells": [ + { + "cell_type": "markdown", + "id": "41a15cde", + "metadata": {}, + "source": [ + "# Load the models" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "69a3e8a5", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# define the environment path \n", + "from pprint import pprint\n", + "import os\n", + "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", + "os.environ[\"HOME\"] = local_cobrakbase_path\n", + "\n", + "import warnings\n", + "warnings.filterwarnings(action='once')\n", + "\n", + "# import the models\n", + "import cobrakbase\n", + "with open(\"D:/Users/Andrew Freiburger/Documents/Argonne/kbase_token.txt\") as token_file:\n", + " kbase_api = cobrakbase.KBaseAPI(token_file.readline())\n", + "model1 = kbase_api.get_from_ws(\"iML1515\",76994)\n", + "model2 = kbase_api.get_from_ws(\"iSB1139.kb.gf\",30650)\n", + "models = [model1, model2]" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "0b33a1c4-eaed-4fb1-9545-acd85d5fae0e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "EX_colipap-e_e0\n", + "EX_metglcur-e_e0\n", + "EX_4abzglu-e_e0\n", + "EX_tartr-D-e_e0\n", + "EX_metsox-S-L-e_e0\n", + "EX_dhps-e_e0\n", + "EX_sq-e_e0\n", + "EX_metsox-R-L-e_e0\n", + "EX_r1423_e0\n", + "EX_r293_e0\n", + "EX_r1262_e0\n", + "EX_r307_e0\n", + "EX_r1400_e0\n", + "EX_r505_e0\n", + "EX_r1535_e0\n", + "EX_r277_e0\n" + ] + } + ], + "source": [ + "for model in models:\n", + " for rxn in model.reactions:\n", + " if \"EX_\" in rxn.id and \"cpd\" not in rxn.id:\n", + " print(rxn.id)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "13b3a902", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEED\\ModelSEEDpy\\modelseedpy\\community\\mscompatibility.py:134: DeprecationWarning: invalid escape sequence \\w\n", + " met_name = re.sub('_\\w\\d$', '', met.name)\n", + "modelseedpy.core.msmodel - ERROR - The [-0.0, 0.0] bounds are not amenable with a direction string.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + "Standardize exchange reactions in iML1515 \n", + " ============================================\n", + "\n", + "\n", + "{'original': {'id': 'tartr-D-e_e0', 'name': 'D-tartrate'},\n", + " 'new': {'id': 'cpd19018_e0', 'name': 'D-tartrate_e0'},\n", + " 'justification': 'The tartr-D-e_e0 and cpd19018_e0 distinction in iML1515 is '\n", + " 'incompatible; hence, the cpd19018_e0 ID and D-tartrate_e0 '\n", + " 'are used. The tartr-D-e_e0 ID is not a ModelSEED Database '\n", + " 'ID. The tartr-D-e_e0 and cpd19018_e0 metabolites were '\n", + " 'matched via their name.'}\n", + "\n", + "\n", + "{'original': {'id': '4abzglu-e_e0', 'name': '4-aminobenzoyl-glutamate'},\n", + " 'new': {'id': 'cpd26527_e0', 'name': '4-aminobenzoyl-glutamate_e0'},\n", + " 'justification': 'The 4abzglu-e_e0 and cpd26527_e0 distinction in iML1515 is '\n", + " 'incompatible; hence, the cpd26527_e0 ID and '\n", + " '4-aminobenzoyl-glutamate_e0 are used. The 4abzglu-e_e0 ID '\n", + " 'is not a ModelSEED Database ID. The 4abzglu-e_e0 and '\n", + " 'cpd26527_e0 metabolites were matched via their name.'}\n", + "\n", + "\n", + "{'original': {'id': 'metsox-R-L-e_e0', 'name': 'L-methionine-R-sulfoxide'},\n", + " 'new': {'id': 'cpd14720_e0', 'name': 'L-methionine-R-sulfoxide_e0'},\n", + " 'justification': 'The metsox-R-L-e_e0 and cpd14720_e0 distinction in iML1515 '\n", + " 'is incompatible; hence, the cpd14720_e0 ID and '\n", + " 'L-methionine-R-sulfoxide_e0 are used. The metsox-R-L-e_e0 '\n", + " 'ID is not a ModelSEED Database ID. The metsox-R-L-e_e0 and '\n", + " 'cpd14720_e0 metabolites were matched via their name.'}\n", + "\n", + "\n", + "{'original': {'id': 'cpd00609_e0', 'name': 'D-Glucarate_e0'},\n", + " 'new': {'id': 'cpd00571_e0', 'name': 'D-Glucarate_e0'},\n", + " 'justification': 'The cpd00609_e0 and cpd00571_e0 distinction in iML1515 is '\n", + " 'incompatible; hence, the cpd00571_e0 ID and D-Glucarate_e0 '\n", + " 'are used. The cpd00609_e0 and cpd00571_e0 metabolites were '\n", + " 'matched via their name. The ID match was verified with the '\n", + " \"['BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd15411_e0 <=> '},\n", + " 'new': {'reaction': 'cpd03294_e0 <=> '},\n", + " 'justification': 'The new cpd03294_e0 ID for cpd15411_e0 already exists in '\n", + " 'model iML1515, so each reaction (here EX_cpd15411_e0) must '\n", + " \"be replaced. The ID match was verified with the ['BiGG', \"\n", + " \"'BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd10516_e0 + cpd15411_e0 --> cpd03294_e0'},\n", + " 'new': {'reaction': 'cpd10516_e0 --> '},\n", + " 'justification': 'The new cpd03294_e0 ID for cpd15411_e0 already exists in '\n", + " 'model iML1515, so each reaction (here rxn08144_e0) must be '\n", + " \"replaced. The ID match was verified with the ['BiGG', \"\n", + " \"'BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00067_p0 + cpd15411_p0 --> cpd00067_c0 + '\n", + " 'cpd15411_e0'},\n", + " 'new': {'reaction': 'cpd00067_p0 + cpd15411_p0 --> cpd00067_c0 + cpd03294_e0'},\n", + " 'justification': 'The new cpd03294_e0 ID for cpd15411_e0 already exists in '\n", + " 'model iML1515, so each reaction (here ARBTNtex_p0) must be '\n", + " \"replaced. The ID match was verified with the ['BiGG', \"\n", + " \"'BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "{'original': {'id': 'dhps-e_e0', 'name': '2,3-Dihydroxypropane-1-sulfonate'},\n", + " 'new': {'id': 'cpd31356_e0', 'name': '2,3-Dihydroxypropane-1-sulfonate_e0'},\n", + " 'justification': 'The dhps-e_e0 and cpd31356_e0 distinction in iML1515 is '\n", + " 'incompatible; hence, the cpd31356_e0 ID and '\n", + " '2,3-Dihydroxypropane-1-sulfonate_e0 are used. The dhps-e_e0 '\n", + " 'ID is not a ModelSEED Database ID. The dhps-e_e0 and '\n", + " 'cpd31356_e0 metabolites were matched via their name.'}\n", + "\n", + "\n", + "{'original': {'id': 'cpd03191_e0', 'name': 'D-Glucuronate 1-phosphate_e0'},\n", + " 'new': {'id': 'cpd00880_e0', 'name': 'D-Glucuronate 1-phosphate_e0'},\n", + " 'justification': 'The cpd03191_e0 and cpd00880_e0 distinction in iML1515 is '\n", + " 'incompatible; hence, the cpd00880_e0 ID and D-Glucuronate '\n", + " '1-phosphate_e0 are used. The cpd03191_e0 and cpd00880_e0 '\n", + " 'metabolites were matched via their name. The ID match was '\n", + " \"verified with the ['BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "{'original': {'id': 'metsox-S-L-e_e0', 'name': 'L-Methionine Sulfoxide'},\n", + " 'new': {'id': 'cpd15498_e0', 'name': 'L-Methionine Sulfoxide_e0'},\n", + " 'justification': 'The metsox-S-L-e_e0 and cpd15498_e0 distinction in iML1515 '\n", + " 'is incompatible; hence, the cpd15498_e0 ID and L-Methionine '\n", + " 'Sulfoxide_e0 are used. The metsox-S-L-e_e0 ID is not a '\n", + " 'ModelSEED Database ID. The metsox-S-L-e_e0 and cpd15498_e0 '\n", + " 'metabolites were matched via their name.'}\n", + "\n", + "\n", + "\n", + "Standardize exchange reactions in iSB1139 \n", + " ============================================\n", + "\n", + "\n", + "{'original': {'id': 'r307_e0', 'name': 'Mn2+'},\n", + " 'new': {'id': 'cpd00030_e0', 'name': 'Mn2+_e0'},\n", + " 'justification': 'The r307_e0 and cpd00030_e0 distinction in iSB1139 is '\n", + " 'incompatible; hence, the cpd00030_e0 ID and Mn2+_e0 are '\n", + " 'used. The r307_e0 ID is not a ModelSEED Database ID. The '\n", + " 'r307_e0 and cpd00030_e0 metabolites were matched via their '\n", + " 'name.'}\n", + "\n", + "\n", + "{'original': {'id': 'cpd00609_e0', 'name': 'D-Glucarate'},\n", + " 'new': {'id': 'cpd00571_e0', 'name': 'D-Glucarate_e0'},\n", + " 'justification': 'The cpd00609_e0 and cpd00571_e0 distinction in iSB1139 is '\n", + " 'incompatible; hence, the cpd00571_e0 ID and D-Glucarate_e0 '\n", + " 'are used. The cpd00609_e0 and cpd00571_e0 metabolites were '\n", + " 'matched via their name. The ID match was verified with the '\n", + " \"['BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "{'original': {'id': 'r277_e0', 'name': '2-dehydro-D-gluconate'},\n", + " 'new': {'id': 'cpd00480_e0', 'name': '2-dehydro-D-gluconate_e0'},\n", + " 'justification': 'The r277_e0 and cpd00480_e0 distinction in iSB1139 is '\n", + " 'incompatible; hence, the cpd00480_e0 ID and '\n", + " '2-dehydro-D-gluconate_e0 are used. The r277_e0 ID is not a '\n", + " 'ModelSEED Database ID. The r277_e0 and cpd00480_e0 '\n", + " 'metabolites were matched via their name.'}\n", + "\n", + "\n", + "{'original': {'id': 'r1262_e0', 'name': 'Mo2+'},\n", + " 'new': {'id': 'cpd00131_e0', 'name': 'Mo2+_e0'},\n", + " 'justification': 'The r1262_e0 and cpd00131_e0 distinction in iSB1139 is '\n", + " 'incompatible; hence, the cpd00131_e0 ID and Mo2+_e0 are '\n", + " 'used. The r1262_e0 ID is not a ModelSEED Database ID. The '\n", + " 'r1262_e0 and cpd00131_e0 metabolites were matched via their '\n", + " 'name.'}\n", + "\n", + "\n", + "{'original': {'id': 'r1400_e0', 'name': 'protoheme IX'},\n", + " 'new': {'id': 'cpd00028_e0', 'name': 'protoheme IX_e0'},\n", + " 'justification': 'The r1400_e0 and cpd00028_e0 distinction in iSB1139 is '\n", + " 'incompatible; hence, the cpd00028_e0 ID and protoheme IX_e0 '\n", + " 'are used. The r1400_e0 ID is not a ModelSEED Database ID. '\n", + " 'The r1400_e0 and cpd00028_e0 metabolites were matched via '\n", + " 'their name.'}\n", + "\n", + "\n", + "{'original': {'id': 'r293_e0', 'name': 'Fe2+'},\n", + " 'new': {'id': 'cpd10515_e0', 'name': 'Fe2+_e0'},\n", + " 'justification': 'The r293_e0 and cpd10515_e0 distinction in iSB1139 is '\n", + " 'incompatible; hence, the cpd10515_e0 ID and Fe2+_e0 are '\n", + " 'used. The r293_e0 ID is not a ModelSEED Database ID. The '\n", + " 'r293_e0 and cpd10515_e0 metabolites were matched via their '\n", + " 'name.'}\n", + "\n", + "\n", + "{'original': {'id': 'r1423_e0', 'name': 'alpha-ketoglutarate'},\n", + " 'new': {'id': 'cpd00024_e0', 'name': 'alpha-ketoglutarate_e0'},\n", + " 'justification': 'The r1423_e0 and cpd00024_e0 distinction in iSB1139 is '\n", + " 'incompatible; hence, the cpd00024_e0 ID and '\n", + " 'alpha-ketoglutarate_e0 are used. The r1423_e0 ID is not a '\n", + " 'ModelSEED Database ID. The r1423_e0 and cpd00024_e0 '\n", + " 'metabolites were matched via their name.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'r504_c0 --> r505_e0'},\n", + " 'new': {'reaction': 'r504_c0 --> cpd00028_e0'},\n", + " 'justification': 'The new cpd00028_e0 ID for r505_e0 already exists in model '\n", + " 'iSB1139, so each reaction (here ENZRXN3EM__DASH__139_c0) '\n", + " 'must be replaced.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'r505_e0 <=> '},\n", + " 'new': {'reaction': 'cpd00028_e0 <=> '},\n", + " 'justification': 'The new cpd00028_e0 ID for r505_e0 already exists in model '\n", + " 'iSB1139, so each reaction (here EX_r505_e0) must be '\n", + " 'replaced.'}\n", + "\n", + "\n", + "5 reactions were substituted and 14 metabolite IDs were redefined in iML1515,iSB1139 by standardize().\n" + ] + } + ], + "source": [ + "%run ../../../modelseedpy/community/mscompatibility.py # the static method logic\n", + "new_models = MSCompatibility.standardize(models, conflicts_file_name=\"orig_conflicts.json\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "aeede000-5a8d-49ea-8560-d2fcc812bb66", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "EX_colipap-e_e0\n", + "EX_metglcur-e_e0\n", + "EX_sq-e_e0\n", + "EX_r1535_e0\n", + "EX_r505_e0\n" + ] + } + ], + "source": [ + "for model in new_models:\n", + " for rxn in model.reactions:\n", + " if \"EX_\" in rxn.id and \"cpd\" not in rxn.id:\n", + " print(rxn.id)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "75f80986-e03f-4c96-887b-d7c1c6624895", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "d61b080a-4802-43d0-82a2-91029c7dfc03", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "EX_colipap-e_e0\n", + "EX_metglcur-e_e0\n", + "EX_sq-e_e0\n", + "EX_r505_e0\n", + "EX_r1535_e0\n" + ] + } + ], + "source": [ + "for model in new_models:\n", + " model = model.copy()\n", + " for rxn in model.reactions:\n", + " if \"EX_\" in rxn.id and \"cpd\" not in rxn.id:\n", + " print(rxn.id)" + ] + }, + { + "cell_type": "markdown", + "id": "4af76a8c-545f-4841-9d34-c72e681bcba5", + "metadata": {}, + "source": [ + "## Test SMETANA models" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "9488a72b-17a9-4a75-a88b-719768a52689", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\io\\dict.py:71: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.\n", + "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", + " value: Union[str, np.float, np.bool, Set, Dict]\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\io\\dict.py:71: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here.\n", + "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", + " value: Union[str, np.float, np.bool, Set, Dict]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.3.1\n" + ] + } + ], + "source": [ + "# define the environment path \n", + "from pprint import pprint\n", + "import os\n", + "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", + "os.environ[\"HOME\"] = local_cobrakbase_path\n", + "\n", + "import warnings\n", + "warnings.filterwarnings(action='once')\n", + "\n", + "# import the models\n", + "import cobrakbase\n", + "with open(\"C:/Users/Andrew Freiburger/Documents/Argonne/kbase_token.txt\") as token_file:\n", + " kbase_api = cobrakbase.KBaseAPI(token_file.readline())\n", + " \n", + "AP49 = kbase_api.get_from_ws(\"Sphingobium_AP49_pacbio_v2.RAST.fbamodel\", 114731)\n", + "BC15 = kbase_api.get_from_ws(\"Bacillus_sp._bc15.RAST.fbamodel\", 114731)\n", + "models = [AP49, BC15]" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "606d8a74-6074-413b-bfa9-46b2eb365729", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.community.mscompatibility - CRITICAL - The original objective value 59.66143917485796 for Sphingobium_AP49_pacbio_v2.RAST.fbamodel does not equal the new objective value 0.0.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + "Standardize exchange reactions in Sphingobium_AP49_pacbio_v2.RAST.fbamodel \n", + " =============================================================================\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.community.mscompatibility - CRITICAL - The original objective value 169.73413926806515 for Bacillus_sp._bc15.RAST.fbamodel does not equal the new objective value 0.0.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + "Standardize exchange reactions in Bacillus_sp._bc15.RAST.fbamodel \n", + " ====================================================================\n", + "The exchange metabolite ID's of the model Sphingobium_AP49_pacbio_v2.RAST.fbamodel,Bacillus_sp._bc15.RAST.fbamodel are completely standardized to ModelSEED.\n" + ] + } + ], + "source": [ + "# %run ../../../modelseedpy/community/mscompatibility.py # the static method logic\n", + "from modelseedpy.community import MSCompatibility\n", + "\n", + "new_models = MSCompatibility.standardize(models, conflicts_file_name=\"orig_conflicts.json\")" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ee6e46e5-ae36-414b-bbd7-ee80abd9863c", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.community.mscompatibility - CRITICAL - The original objective value 59.66143917485808 for Sphingobium_AP49_pacbio_v2.RAST.fbamodel does not equal the new objective value 0.0.\n", + "modelseedpy.community.mscompatibility - CRITICAL - The original objective value 169.73413926806515 for Bacillus_sp._bc15.RAST.fbamodel does not equal the new objective value 0.0.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The exchange metabolite ID's of the model Sphingobium_AP49_pacbio_v2.RAST.fbamodel,Bacillus_sp._bc15.RAST.fbamodel are completely standardized to ModelSEED.\n" + ] + } + ], + "source": [ + "%run ../../../modelseedpy/community/mssmetana.py\n", + "\n", + "new_models = _compatibilize(models)" + ] + }, + { + "cell_type": "markdown", + "id": "2fc13776", + "metadata": {}, + "source": [ + "# Explore SMETANA-relevant models" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "9cca3863", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + "Align exchange reactions in iML1515 \n", + " ======================================\n", + "\n", + "\n", + "\n", + "Align exchange reactions in iSB1139 \n", + " ======================================\n", + "\n", + "\n", + "{'original': {'id': 'r293_e0', 'name': 'Fe2+'},\n", + " 'new': {'id': 'cpd10515_e0', 'name': 'Fe2+_e0'},\n", + " 'justification': 'The r293_e0 and cpd10515_e0 distinction in iSB1139 is '\n", + " 'incompatible. The r293_e0 ID is not a ModelSEED Database '\n", + " 'ID.'}\n", + "Unexpected exception formatting exception. Falling back to standard exception\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Traceback (most recent call last):\n", + " File \"C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\IPython\\core\\interactiveshell.py\", line 3397, in run_code\n", + " exec(code_obj, self.user_global_ns, self.user_ns)\n", + " File \"C:\\Users\\Andrew Freiburger\\AppData\\Local\\Temp\\ipykernel_3988\\2986870454.py\", line 5, in \n", + " new_models = MSCompatibility.align_exchanges(models1, True, \"smetana_conflicts.json\")\n", + " File \"C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEED\\ModelSEEDpy\\modelseedpy\\community\\mscompatibility.py\", line 197, in align_exchanges\n", + " MSCompatibility._export(new_models, export_met_conflicts, conflicts_file_name, model_names, export_directory)\n", + " File \"C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEED\\ModelSEEDpy\\modelseedpy\\community\\mscompatibility.py\", line 241, in _export\n", + " path = os.path.join(export_directory,conflicts_file_name)\n", + " File \"C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\ntpath.py\", line 117, in join\n", + " genericpath._check_arg_types('join', path, *paths)\n", + " File \"C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\genericpath.py\", line 152, in _check_arg_types\n", + " raise TypeError(f'{funcname}() argument must be str, bytes, or '\n", + "TypeError: join() argument must be str, bytes, or os.PathLike object, not 'bool'\n", + "\n", + "During handling of the above exception, another exception occurred:\n", + "\n", + "Traceback (most recent call last):\n", + " File \"C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\IPython\\core\\interactiveshell.py\", line 1992, in showtraceback\n", + " stb = self.InteractiveTB.structured_traceback(\n", + " File \"C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\IPython\\core\\ultratb.py\", line 1118, in structured_traceback\n", + " return FormattedTB.structured_traceback(\n", + " File \"C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\IPython\\core\\ultratb.py\", line 1012, in structured_traceback\n", + " return VerboseTB.structured_traceback(\n", + " File \"C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\IPython\\core\\ultratb.py\", line 865, in structured_traceback\n", + " formatted_exception = self.format_exception_as_a_whole(etype, evalue, etb, number_of_lines_of_context,\n", + " File \"C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\IPython\\core\\ultratb.py\", line 818, in format_exception_as_a_whole\n", + " frames.append(self.format_record(r))\n", + " File \"C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\IPython\\core\\ultratb.py\", line 736, in format_record\n", + " result += ''.join(_format_traceback_lines(frame_info.lines, Colors, self.has_colors, lvals))\n", + " File \"C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\stack_data\\utils.py\", line 145, in cached_property_wrapper\n", + " value = obj.__dict__[self.func.__name__] = self.func(obj)\n", + " File \"C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\stack_data\\core.py\", line 698, in lines\n", + " pieces = self.included_pieces\n", + " File \"C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\stack_data\\utils.py\", line 145, in cached_property_wrapper\n", + " value = obj.__dict__[self.func.__name__] = self.func(obj)\n", + " File \"C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\stack_data\\core.py\", line 649, in included_pieces\n", + " pos = scope_pieces.index(self.executing_piece)\n", + " File \"C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\stack_data\\utils.py\", line 145, in cached_property_wrapper\n", + " value = obj.__dict__[self.func.__name__] = self.func(obj)\n", + " File \"C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\stack_data\\core.py\", line 628, in executing_piece\n", + " return only(\n", + " File \"C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\executing\\executing.py\", line 164, in only\n", + " raise NotOneValueFound('Expected one value, found 0')\n", + "executing.executing.NotOneValueFound: Expected one value, found 0\n" + ] + } + ], + "source": [ + "model11 = kbase_api.get_from_ws(\"E_iAH991V2\",40576)\n", + "model21 = kbase_api.get_from_ws(\"E_iML1515.kb\",40576)\n", + "models1 = [model1, model2]\n", + "%run ../../../modelseedpy/community/mscompatibility.py\n", + "new_models = MSCompatibility.align_exchanges(models1, \"smetana_conflicts.json\")" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "b878eb13", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "None\n", + "None\n" + ] + } + ], + "source": [ + "from cobra.medium import minimal_medium\n", + "for model in new_models:\n", + " print(minimal_medium(model, minimize_components=True))" + ] + }, + { + "cell_type": "markdown", + "id": "2e551208", + "metadata": {}, + "source": [ + "# comparison of the new formulations" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "d6f6b4c6-bc74-4b10-84fe-5c34aba3861e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[, ]\n", + "['metglcur-e_e0']\n" + ] + } + ], + "source": [ + "print(new_models)\n", + "print(unknown_met_ids)" + ] + }, + { + "cell_type": "markdown", + "id": "14f0893b", + "metadata": {}, + "source": [ + "### Compatibilization validation " + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "bbdb995b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " iML1515 \n", + " ==========\n", + "\n", + "metabolites\n", + " ==========\n", + "90\n", + "\n", + "exchanges\n", + " ==========\n", + "1\n", + "\n", + "\n", + "reactions\n", + " ==========\n", + "90\n", + "\n", + "\n", + " iSB1139 \n", + " ==========\n", + "\n", + "metabolites\n", + " ==========\n", + "319\n", + "\n", + "exchanges\n", + " ==========\n", + "0\n", + "\n", + "\n", + "reactions\n", + " ==========\n", + "319\n", + "\n" + ] + } + ], + "source": [ + "from modelseedpy import FBAHelper\n", + "\n", + "residual_metabolites = {}\n", + "for model in new_models:\n", + " residual_metabolites[model.id] = {}\n", + " \n", + " ## model metabolites\n", + " print(\"\\n\", model.id, \"\\n\", \"=\"*10)\n", + " print(\"\\nmetabolites\\n\", \"=\"*10) #, \"\\n\")\n", + " residual_metabolites[model.id][\"metabolites\"] = [met.id for met in model.metabolites if \"cpd\" not in met.id]\n", + " print(len(residual_metabolites[model.id][\"metabolites\"]))\n", + "\n", + " ## model exchanges\n", + " print(\"\\nexchanges\\n\", \"=\"*10) #, \"\\n\")\n", + " residual_metabolites[model.id][\"exchanges\"] = [met.id for ex_rxn in FBAHelper.exchange_reactions(model) for met in ex_rxn.metabolites if \"cpd\" not in met.id]\n", + " print(len(residual_metabolites[model.id][\"exchanges\"]))\n", + "\n", + " ## model reactions\n", + " print(\"\\n\\nreactions\\n\", \"=\"*10) #, \"\\n\\n\")\n", + " residual_metabolites[model.id][\"reactions\"] = set([met.id for rxn in model.reactions for met in rxn.metabolites if \"cpd\" not in met.id])\n", + " print(len(residual_metabolites[model.id][\"reactions\"]))\n", + "\n", + " ## objective value\n", + " print(model.optimize())" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "c80068ed", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[['metglcur-e_e0'], []]\n" + ] + } + ], + "source": [ + "print([residual_metabolites[model.id][\"exchanges\"] for model in new_models])" + ] + }, + { + "cell_type": "markdown", + "id": "f4190cfb", + "metadata": {}, + "source": [ + "# comparison of the old formulations" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "fd91364e", + "metadata": {}, + "outputs": [], + "source": [ + "# data = kbase.get_object(\"iML1515\",76994) " + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "e7600992", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "iML1515 original optimization: \n", + "iML1515 optimization after _correct_met(): \n", + "\n", + "\n", + "{'original': {'id': 'tartr-D-e_e0', 'name': 'D-tartrate'},\n", + " 'new': {'id': 'cpd19018_e0', 'name': 'D-tartrate_e0'},\n", + " 'justification': 'The tartr-D-e_e0 ID is not a ModelSEED Database ID.'}\n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "\n", + "\n", + "{'original': {'reaction': 'cpd15411_e0 <=> '},\n", + " 'new': {'reaction': None},\n", + " 'justification': 'A cpd03294_e0 exchange reaction already exists in model 0, '\n", + " 'thus this duplicative exchange reaction (EX_cpd15411_e0) is '\n", + " 'deleted. The ID match was verified with BiGG '\n", + " 'cross-references.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00067_p0 + cpd15411_p0 --> cpd00067_c0 + '\n", + " 'cpd15411_e0'},\n", + " 'new': {'reaction': 'cpd00067_p0 + cpd15411_p0 --> cpd00067_c0 + cpd03294_e0'},\n", + " 'justification': 'The cpd03294_e0 replacement for cpd15411_e0 already exists '\n", + " 'in model 0, so each reaction (here ARBTNtex_p0) must be '\n", + " 'updated.'}\n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after 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optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "\n", + "\n", + "{'original': {'id': '4abzglu-e_e0', 'name': '4-aminobenzoyl-glutamate'},\n", + " 'new': {'id': 'cpd26527_e0', 'name': '4-aminobenzoyl-glutamate_e0'},\n", + " 'justification': 'The 4abzglu-e_e0 ID is not a ModelSEED Database ID.'}\n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "\n", + "\n", + "{'original': {'id': 'dhps-e_e0', 'name': '2,3-Dihydroxypropane-1-sulfonate'},\n", + " 'new': {'id': 'cpd31356_e0', 'name': '2,3-Dihydroxypropane-1-sulfonate_e0'},\n", + " 'justification': 'The dhps-e_e0 ID is not a ModelSEED Database ID.'}\n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "\n", + "\n", + "{'original': {'id': 'cpd00609_e0', 'name': 'D-Glucarate_e0'},\n", + " 'new': {'id': 'cpd00571_e0', 'name': 'D-Glucarate_e0'},\n", + " 'justification': 'The cpd00609_e0 and cpd00571_e0 distinction in 0 is '\n", + " 'incompatible. The ID match was verified with BiGG '\n", + " 'cross-references.'}\n", + "iML1515 optimization after _correct_met(): \n", + "\n", + "\n", + "{'original': {'id': 'metsox-S-L-e_e0', 'name': 'L-Methionine Sulfoxide'},\n", + " 'new': {'id': 'cpd15498_e0', 'name': 'L-Methionine Sulfoxide_e0'},\n", + " 'justification': 'The metsox-S-L-e_e0 ID is not a ModelSEED Database ID.'}\n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "\n", + "\n", + "{'original': {'id': 'cpd03191_e0', 'name': 'D-Glucuronate 1-phosphate_e0'},\n", + " 'new': {'id': 'cpd00880_e0', 'name': 'D-Glucuronate 1-phosphate_e0'},\n", + " 'justification': 'The cpd03191_e0 and cpd00880_e0 distinction in 0 is '\n", + " 'incompatible. The ID match was verified with BiGG '\n", + " 'cross-references.'}\n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "\n", + "\n", + "{'original': {'id': 'metsox-R-L-e_e0', 'name': 'L-methionine-R-sulfoxide'},\n", + " 'new': {'id': 'cpd14720_e0', 'name': 'L-methionine-R-sulfoxide_e0'},\n", + " 'justification': 'The metsox-R-L-e_e0 ID is not a ModelSEED Database ID.'}\n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iML1515 optimization after _correct_met(): \n", + "iSB1139 original optimization: \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "\n", + "\n", + "{'original': {'id': 'r307_e0', 'name': 'Mn2+'},\n", + " 'new': {'id': 'cpd00030_e0', 'name': 'Mn2+_e0'},\n", + " 'justification': 'The r307_e0 ID is not a ModelSEED Database ID.'}\n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "\n", + "\n", + "{'original': {'id': 'r1400_e0', 'name': 'protoheme IX'},\n", + " 'new': {'id': 'cpd00028_e0', 'name': 'protoheme IX_e0'},\n", + " 'justification': 'The r1400_e0 ID is not a ModelSEED Database ID.'}\n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "\n", + "\n", + "{'original': {'id': 'r277_e0', 'name': '2-dehydro-D-gluconate'},\n", + " 'new': {'id': 'cpd00480_e0', 'name': '2-dehydro-D-gluconate_e0'},\n", + " 'justification': 'The r277_e0 ID is not a ModelSEED Database ID.'}\n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "\n", + "\n", + "{'original': {'id': 'r1262_e0', 'name': 'Mo2+'},\n", + " 'new': {'id': 'cpd00131_e0', 'name': 'Mo2+_e0'},\n", + " 'justification': 'The r1262_e0 ID is not a ModelSEED Database ID.'}\n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "\n", + "\n", + "{'original': {'id': 'r293_e0', 'name': 'Fe2+'},\n", + " 'new': {'id': 'cpd10515_e0', 'name': 'Fe2+_e0'},\n", + " 'justification': 'The r293_e0 ID is not a ModelSEED Database ID.'}\n", + "iSB1139 optimization after _correct_met(): \n", + "\n", + "\n", + "{'original': {'reaction': 'r504_c0 --> r505_e0'},\n", + " 'new': {'reaction': 'r504_c0 --> cpd00028_e0'},\n", + " 'justification': 'The cpd00028_e0 replacement for r505_e0 already exists in '\n", + " 'model 1, so each reaction (here ENZRXN3EM__DASH__139_c0) '\n", + " 'must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'r505_e0 <=> '},\n", + " 'new': {'reaction': None},\n", + " 'justification': 'A cpd00028_e0 exchange reaction already exists in model 1, '\n", + " 'thus this duplicative exchange reaction (EX_r505_e0) is '\n", + " 'deleted.'}\n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "\n", + "\n", + "{'original': {'id': 'r1423_e0', 'name': 'alpha-ketoglutarate'},\n", + " 'new': {'id': 'cpd00024_e0', 'name': 'alpha-ketoglutarate_e0'},\n", + " 'justification': 'The r1423_e0 ID is not a ModelSEED Database ID.'}\n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "\n", + "\n", + "{'original': {'id': 'cpd00609_e0', 'name': 'D-Glucarate'},\n", + " 'new': {'id': 'cpd00571_e0', 'name': 'D-Glucarate_e0'},\n", + " 'justification': 'The cpd00609_e0 and cpd00571_e0 distinction in 1 is '\n", + " 'incompatible. The ID match was verified with BiGG '\n", + " 'cross-references.'}\n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "\n", + "\n", + "4 reactions were substituted and 14 metabolite IDs were redefined.\n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "iSB1139 optimization after _correct_met(): \n", + "\n", + "\n", + "4 exchange reactions were substituted and 14 exchange metabolite IDs were redefined.\n" + ] + }, + { + "data": { + "text/plain": [ + "[, ]" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%run ../../../modelseedpy/community/mscompatibility_original.py # actually the original class-based logic\n", + "model1 = kbase_api.get_from_ws(\"iML1515\",76994)\n", + "model2 = kbase_api.get_from_ws(\"iSB1139.kb.gf\",30650)\n", + "models = [model1, model2]\n", + "\n", + "# msdb_path = os.path.join(\"..\", \"..\", \"..\", \"..\", \"ModelSEEDDatabase\")\n", + "msdb_path = os.path.join(\"..\", \"..\", \"..\", \"..\", \"ModelSEEDDatabase\")\n", + "mscompat = MSCompatibility(msdb_path)\n", + "mscompat.align_exchanges(models, standardize=True, conflicts_file_name=\"orig_conflicts.json\")" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "33c91e1e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n" + ] + } + ], + "source": [ + "for model in old_models:\n", + " print(model.optimize())" + ] + }, + { + "cell_type": "markdown", + "id": "1f61a454", + "metadata": {}, + "source": [ + "# Export the MSDB objects" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "8d97e84b", + "metadata": {}, + "outputs": [], + "source": [ + "from collections import OrderedDict\n", + "import os, json\n", + "\n", + "# import and parse ModelSEED Database reactions and compounds\n", + "reaction_ids = OrderedDict()\n", + "msdb = os.path.join(\"..\", \"..\", \"..\", \"..\", \"ModelSEEDDatabase\")\n", + "for num in range(0,49):\n", + " with open(os.path.join(msdb, 'Biochemistry', f'reaction_{num:0>2}.json'), 'r') as rxns:\n", + " reactions = json.load(rxns)\n", + " for rxn in reactions:\n", + " reaction_ids[rxn['id']] = rxn['name']\n", + "\n", + "compounds_cross_references, compound_names = OrderedDict(), OrderedDict()\n", + "for num in range(0,38):\n", + " with open(os.path.join(msdb, 'Biochemistry', f'compound_{num:0>2}.json'), 'r') as cpds:\n", + " try:\n", + " compounds = json.load(cpds)\n", + " except:\n", + " print(f'compound_{num:0>2}.json is probably empty.')\n", + " continue\n", + " for cpd in compounds:\n", + " compounds_cross_references[cpd['id']] = {}\n", + " if cpd['aliases'] is not None:\n", + " for category in cpd['aliases']:\n", + " content = category.split(';')\n", + " if 'Name' in category:\n", + " content[0] = content[0].split(':')[0].strip()\n", + " names = [name.strip() for name in content]\n", + " names.append(cpd['name'])\n", + " for name in names:\n", + " if name not in compound_names:\n", + " compound_names[name] = cpd['id']\n", + " else:\n", + " first = content[0].split(':')\n", + " db = first[0].strip()\n", + " content[0] = first[1]\n", + " compounds_cross_references[cpd['id']][db] = [x.strip() for x in content]\n", + " \n", + "# export the content\n", + "with open(\"compound_Xrefs.json\" , 'w') as cpdXRefs_out:\n", + " json.dump(compounds_cross_references, cpdXRefs_out, indent=3)\n", + "with open(\"compoundNames.json\" , 'w') as cpdNames_out:\n", + " json.dump(compound_names, cpdNames_out, indent=3)\n", + "with open(\"reactionIDs.json\" , 'w') as rxnID_out:\n", + " json.dump(reaction_ids, rxnID_out, indent=3)" + ] + }, + { + "cell_type": "markdown", + "id": "b3da7db9", + "metadata": {}, + "source": [ + "# Align exchange reactions" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "e44c13fb", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "ename": "Exception", + "evalue": "File `'../../../modelseedpy/core/mscompatibility.py'` not found.", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mOSError\u001b[0m Traceback (most recent call last)", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\IPython\\core\\magics\\execution.py:696\u001b[0m, in \u001b[0;36mExecutionMagics.run\u001b[1;34m(self, parameter_s, runner, file_finder)\u001b[0m\n\u001b[0;32m 695\u001b[0m fpath \u001b[38;5;241m=\u001b[39m arg_lst[\u001b[38;5;241m0\u001b[39m]\n\u001b[1;32m--> 696\u001b[0m filename \u001b[38;5;241m=\u001b[39m \u001b[43mfile_finder\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfpath\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 697\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mIndexError\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\IPython\\utils\\path.py:91\u001b[0m, in \u001b[0;36mget_py_filename\u001b[1;34m(name)\u001b[0m\n\u001b[0;32m 90\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m---> 91\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mIOError\u001b[39;00m(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mFile `\u001b[39m\u001b[38;5;132;01m%r\u001b[39;00m\u001b[38;5;124m` not found.\u001b[39m\u001b[38;5;124m'\u001b[39m \u001b[38;5;241m%\u001b[39m name)\n", + "\u001b[1;31mOSError\u001b[0m: File `'../../../modelseedpy/core/mscompatibility.py'` not found.", + "\nThe above exception was the direct cause of the following exception:\n", + "\u001b[1;31mException\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [6]\u001b[0m, in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mget_ipython\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mrun_line_magic\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mrun\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m../../../modelseedpy/core/mscompatibility.py\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 2\u001b[0m mscompat \u001b[38;5;241m=\u001b[39m MSCompatibility(modelseed_db_path \u001b[38;5;241m=\u001b[39m os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mjoin(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m..\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m..\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m..\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m..\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mModelSEEDDatabase\u001b[39m\u001b[38;5;124m'\u001b[39m))\n\u001b[0;32m 4\u001b[0m model1 \u001b[38;5;241m=\u001b[39m kbase_api\u001b[38;5;241m.\u001b[39mget_from_ws(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124miML1515\u001b[39m\u001b[38;5;124m\"\u001b[39m,\u001b[38;5;241m76994\u001b[39m)\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\IPython\\core\\interactiveshell.py:2304\u001b[0m, in \u001b[0;36mInteractiveShell.run_line_magic\u001b[1;34m(self, magic_name, line, _stack_depth)\u001b[0m\n\u001b[0;32m 2302\u001b[0m kwargs[\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mlocal_ns\u001b[39m\u001b[38;5;124m'\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mget_local_scope(stack_depth)\n\u001b[0;32m 2303\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mbuiltin_trap:\n\u001b[1;32m-> 2304\u001b[0m result \u001b[38;5;241m=\u001b[39m fn(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[0;32m 2305\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m result\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\IPython\\core\\magics\\execution.py:707\u001b[0m, in \u001b[0;36mExecutionMagics.run\u001b[1;34m(self, parameter_s, runner, file_finder)\u001b[0m\n\u001b[0;32m 705\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m os\u001b[38;5;241m.\u001b[39mname \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mnt\u001b[39m\u001b[38;5;124m'\u001b[39m \u001b[38;5;129;01mand\u001b[39;00m re\u001b[38;5;241m.\u001b[39mmatch(\u001b[38;5;124mr\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m^\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m.*\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m$\u001b[39m\u001b[38;5;124m\"\u001b[39m,fpath):\n\u001b[0;32m 706\u001b[0m warn(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mFor Windows, use double quotes to wrap a filename: \u001b[39m\u001b[38;5;132;01m%r\u001b[39;00m\u001b[38;5;124mun \u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmypath\u001b[39m\u001b[38;5;130;01m\\\\\u001b[39;00m\u001b[38;5;124mmyfile.py\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m--> 707\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m(msg) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01me\u001b[39;00m\n\u001b[0;32m 708\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mTypeError\u001b[39;00m:\n\u001b[0;32m 709\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m fpath \u001b[38;5;129;01min\u001b[39;00m sys\u001b[38;5;241m.\u001b[39mmeta_path:\n", + "\u001b[1;31mException\u001b[0m: File `'../../../modelseedpy/core/mscompatibility.py'` not found." + ] + } + ], + "source": [ + "%run ../../../modelseedpy/core/mscompatibility.py\n", + "mscompat = MSCompatibility(modelseed_db_path = os.path.join('..', '..', '..', '..', 'ModelSEEDDatabase'))\n", + "\n", + "model1 = kbase_api.get_from_ws(\"iML1515\",76994)\n", + "model2 = kbase_api.get_from_ws(\"iSB1139.kb.gf\",30650)\n", + "models = [model1, model2]\n", + "\n", + "before_model_rxns = after_model_rxns = []\n", + "for model in models:\n", + " for rxn in model.reactions:\n", + " before_model_rxns.append(rxn.reaction)\n", + " if 'r293_e0' in model.metabolites:\n", + " print('The metabolite r293_e0 is in model', models.index(model))\n", + "\n", + "models = mscompat.align_exchanges(models, conflicts_file_name='exchanges_conflicts.json', model_names = [\"iML1515\", \"iSB1139.kb.gf\"])\n", + "\n", + "print('\\n\\n')\n", + "for model in models:\n", + " for rxn in model.reactions:\n", + " after_model_rxns.append(rxn.reaction)\n", + " if 'r293_e0' not in model.metabolites:\n", + " print('The metabolite r293_e0 is not in model', models.index(model))\n", + " \n", + " # export JSON versions of the models\n", + " \n", + " \n", + "for new_rxn in after_model_rxns:\n", + " if new_rxn not in before_model_rxns:\n", + " print('new rxn\\t', new_rxn, 'old rxn\\t', before_model_rxns[after_model_rxns.index(new_rxn)])" + ] + }, + { + "cell_type": "markdown", + "id": "d9d51ca6", + "metadata": {}, + "source": [ + "# Standardize exchange metabolites" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0cccf940", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "%run ../../../modelseedpy/core/mscompatibility.py\n", + "\n", + "model1 = kbase_api.get_from_ws(\"iML1515\",76994)\n", + "model2 = kbase_api.get_from_ws(\"iSB1139.kb.gf\",30650)\n", + "mscompat = MSCompatibility(modelseed_db_path = os.path.join('..', '..', '..', '..', 'ModelSEEDDatabase'))\n", + "models = [model1, model2]\n", + "\n", + "before_model_rxns, after_model_rxns = [], []\n", + "for model in models:\n", + " for rxn in model.reactions:\n", + " before_model_rxns.append(rxn.reaction)\n", + " if 'r293_e0' in model.metabolites:\n", + " print('The metabolite r293_e0 is in model', models.index(model))\n", + "\n", + "models = mscompat.standardize(models, conflicts_file_name = 'standardized_exchange_metabolites.json', model_names = [\"iML1515\", \"iSB1139.kb.gf\"])\n", + "\n", + "for model in models:\n", + " for rxn in model.reactions:\n", + " after_model_rxns.append(rxn.reaction)\n", + " if 'r293_e0' not in model.metabolites:\n", + " print('The metabolite r293_e0 is not in model', models.index(model))\n", + " \n", + "new_rxn_count = 0\n", + "for new_rxn in after_model_rxns:\n", + " if new_rxn not in before_model_rxns:\n", + " new_rxn_count += 1\n", + "print(f'{new_rxn_count} reactions were changed.')" + ] + }, + { + "cell_type": "markdown", + "id": "07a52b0c", + "metadata": {}, + "source": [ + "# Standardize all metabolites" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0e06e639", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "%run ../../../modelseedpy/core/mscompatibility.py\n", + "\n", + "model1 = kbase_api.get_from_ws(\"iML1515\",76994)\n", + "model2 = kbase_api.get_from_ws(\"iSB1139.kb.gf\",30650)\n", + "mscompat = MSCompatibility(modelseed_db_path = os.path.join('..', '..', '..', 'ModelSEEDDatabase'))\n", + "models = [model1, model2]\n", + "\n", + "before_model_rxns, after_model_rxns = [], []\n", + "for model in models:\n", + " for rxn in model.reactions:\n", + " before_model_rxns.append(rxn.reaction)\n", + " if 'r293_e0' in model.metabolites:\n", + " print('The metabolite r293_e0 is in model', models.index(model))\n", + "\n", + "model1, model2 = mscompat.standardize(models, exchanges = False, conflicts_file_name = 'standardized_metabolites.json')\n", + "# models = mscompat.standardize_MSD(models,conflicts_file_name = 'standardized_metabolites.txt', metabolites = False)\n", + "\n", + "for model in models:\n", + " for rxn in model.reactions:\n", + " after_model_rxns.append(rxn.reaction)\n", + " if 'r293_e0' not in model.metabolites:\n", + " print('The metabolite r293_e0 is not in model', models.index(model))\n", + " \n", + "new_rxn_count = 0\n", + "for new_rxn in after_model_rxns:\n", + " if new_rxn not in before_model_rxns:\n", + " new_rxn_count += 1\n", + "print(f'{new_rxn_count} reactions were changed.')" + ] + }, + { + "cell_type": "markdown", + "id": "b7b12891", + "metadata": {}, + "source": [ + "# Brainstorming" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "236e1cf7", + "metadata": {}, + "outputs": [], + "source": [ + "pprint(set(met.compartment for met in model1.metabolites))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ea1641a7", + "metadata": {}, + "outputs": [], + "source": [ + "with open('iML1515_exchanges.txt', 'w') as exchange_reactions:\n", + " exchange_reactions.write('IDs\\t\\t\\t\\tReaction\\n')\n", + " for ex_rxn in models[0].exchanges:\n", + " exchange_reactions.write(ex_rxn.id+'\\t\\t'+ex_rxn.reaction+'\\n')\n", + " \n", + "with open('iSB1139_exchanges.txt', 'w') as exchange_reactions:\n", + " exchange_reactions.write('IDs\\t\\t\\t\\tReaction\\n')\n", + " for ex_rxn in models[1].exchanges:\n", + " exchange_reactions.write(ex_rxn.id+'\\t\\t'+ex_rxn.reaction+'\\n')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6b7d3c38", + "metadata": {}, + "outputs": [], + "source": [ + "from pandas import DataFrame\n", + "DataFrame = " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7c464ab3", + "metadata": {}, + "outputs": [], + "source": [ + "from itertools import combinations\n", + "species = {1:3,2:3,3:4,4:5}\n", + "for species_1, species_2 in combinations(species, 2):\n", + " print(species_1, species_2)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1d001e8c", + "metadata": {}, + "outputs": [], + "source": [ + "test = 'AraCyc: OH; WATER'\n", + "content = test.split(';')\n", + "content[0] = content[0].split(':')\n", + "db = content[0][0]\n", + "content[0] = content[0][1]\n", + "dic = {db:[x.strip() for x in content]}\n", + "print(dic)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "43e69b64", + "metadata": {}, + "outputs": [], + "source": [ + "for met in models[0].metabolites:\n", + " if 'cpd' not in met.id:\n", + " print(met.id)\n", + " for rxn in met.reactions:\n", + " print(rxn.reaction)\n", + " print('\\n\\n')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "560a236a", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "print(sum(rxn for model in models for rxn in model.reactions))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1ac21781", + "metadata": {}, + "outputs": [], + "source": [ + "pfba, self_pfba = None, False\n", + "if pfba == None or self_pfba == None:\n", + " print('yes')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c2fc7745", + "metadata": {}, + "outputs": [], + "source": [ + "if 'cpd00035' in model1.metabolites:\n", + " print('not replaced')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "24a28741", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# model1 = kbase_api.get_from_ws(\"iML1515\",76994)\n", + "# model2 = kbase_api.get_from_ws(\"iSB1139.kb.gf\",30650)\n", + "import re\n", + "\n", + "for rxn in model1.reactions:\n", + " pprint(rxn.id)\n", + " break\n", + "\n", + "for rxn in model1.modelreactions:\n", + " pprint(rxn)\n", + " if 3 == model1.modelreactions.index(rxn):\n", + " break\n", + " # print(rxn.reactants)\n", + " # print(rxn.products, '\\n\\n')\n", + " # for index, met_id in enumerate([re.sub('_\\w\\d', '', met.id) for met in rxn.reactants]):\n", + " # if met_id in [re.sub('_\\w\\d', '', met.id) for met in rxn.products]:\n", + " # print(rxn.metabolites[rxn.reactants[index]])\n", + " # print(rxn)\n", + " # break\n", + " \n", + "# # exclude reactions where the erroneous ID is both a reactant and product (which is currently an evasive condition)\n", + "# for met_id in [re.sub('_\\w\\d', '', react_met.id) for react_met in rxn.reactants]:\n", + "# print(met_id)\n", + "# if met_id in [re.sub('_\\w\\d', '', pro_met.id) for pro_met in rxn.products] and met_id == original_id:\n", + "# warn(f'ReactionError: The {met.id} metabolite in the {rxn.id} reaction cannot be substituted as both a reactant and product.')\n", + "# continue" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "be5bf136", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "from cobra.core.dictlist import DictList\n", + "\n", + "test = DictList()\n", + "test.append({'a':4, 'b':5})\n", + "print(test)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8b248928", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "from collections import OrderedDict\n", + "\n", + "x = OrderedDict({'x':2, 'c':4})\n", + "x.pop('c')\n", + "print(x)\n", + "print(list(x.keys()).index('x'))\n", + "print(dir(x))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e9e49faf", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "print(model1.annotation)\n", + "# print(dir(model1))\n", + "\n", + "# for met in model.metabolites:\n", + "# print(dir(met))\n", + "# print(met.summary())\n", + "# if met == model.metabolites[4]:\n", + "# break\n", + " \n", + "mnx_count = 0\n", + "for rxn in model1.modelcompounds:\n", + " if 1 >= model1.modelcompounds.index(rxn):\n", + " pprint(rxn)\n", + " if 'ModelSeed' in rxn['dblinks']:\n", + " mnx_count += 1\n", + "print(f'\\n\\nmodel1 {mnx_count}/{len(model1.modelcompounds)}\\n\\n') \n", + "\n", + "mnx_count = 0\n", + "for rxn in model2.modelcompounds:\n", + " if 1 >= model2.modelcompounds.index(rxn):\n", + " pprint(rxn)\n", + " if 'ModelSeed' in rxn['dblinks']:\n", + " mnx_count += 1\n", + "print(f'\\n\\nmodel2 {mnx_count}/{len(model2.modelcompounds)}') " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "30f171ce", + "metadata": {}, + "outputs": [], + "source": [ + "from periodictable import formula\n", + "\n", + "# print(dir(Formula))\n", + "\n", + "fm = formula('K2SO4 CaSO4 H2O')\n", + "print(fm.mass_fraction)\n", + "print(fm.atoms)\n", + "print(fm.mass)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c63f4f8e", + "metadata": {}, + "outputs": [], + "source": [ + "from numpy import negative\n", + "import re\n", + "\n", + "# parse the reaction string\n", + "reaction = \"(1) cpd00002[0] + (1) cpd00222[0] => (1) cpd00008[0] + (1) cpd00067[0] + (1) cpd00284[0]\"\n", + "compounds = reaction.split('=>')\n", + "reactant, product = compounds[0], compounds[1]\n", + "reactants = [x.strip() for x in reactant.split('+')]\n", + "products = [x.strip() for x in product.split('+')]\n", + "reactant_met = [x.split(' ') for x in reactants]\n", + "product_met = [x.split(' ') for x in products]\n", + "\n", + "# assemble a dictionary for the reaction\n", + "reaction_dict = {}\n", + "for met in reactant_met:\n", + " stoich = float(re.search('(\\d+)', met[0]).group())\n", + " met[1] = met[1].replace('[0]', '_c0')\n", + " met[1] = met[1].replace('[1]', '_c0')\n", + " reaction_dict[met[1]] = negative(stoich)\n", + "for met in product_met:\n", + " stoich = float(re.search('(\\d+)', met[0]).group())\n", + " met[1] = met[1].replace('[0]', '_c0')\n", + " met[1] = met[1].replace('[1]', '_c0')\n", + " reaction_dict[met[1]] = stoich\n", + " \n", + "\n", + "print(reactant_met, product_met)\n", + "print(reaction_dict)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Community Modeling/CommunityFBA.ipynb b/examples/Community Modeling/MSSteadyCom/CommunityFBA.ipynb similarity index 97% rename from examples/Community Modeling/CommunityFBA.ipynb rename to examples/Community Modeling/MSSteadyCom/CommunityFBA.ipynb index 182fd5b7..ccf9dab0 100644 --- a/examples/Community Modeling/CommunityFBA.ipynb +++ b/examples/Community Modeling/MSSteadyCom/CommunityFBA.ipynb @@ -1,107 +1,107 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.7\n" - ] - } - ], - "source": [ - "import cobra\n", - "from cobra import Model, Reaction, Metabolite\n", - "import pandas as pd\n", - "import cplex\n", - "import optlang\n", - "import math\n", - "import json\n", - "import sys\n", - "import cProfile\n", - "from optlang.symbolics import Zero, add\n", - "import cobra.util.solver as sutil\n", - "from cobra.flux_analysis.parsimonious import pfba\n", - "from IPython.core.display import HTML\n", - "import cobrakbase\n", - "sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", - "#import modelseedpy.fbapkg\n", - "from modelseedpy import ElementUptakePkg, SimpleThermoPkg, ReactionUsePkg, BilevelPkg, CommKineticPkg,KBaseMediaPkg\n" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "ename": "NameError", - "evalue": "name 'cobrakbase' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mkbase_api\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mcobrakbase\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mKBaseAPI\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 2\u001b[0m \u001b[0mmodel\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mkbase_api\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_from_ws\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"CMM_iAH991V2_iML1515.kb\"\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;36m40576\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 3\u001b[0m \u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msolver\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;34m'optlang-cplex'\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;31m#Applying uptake limit to total carbon uptake by model\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;31mNameError\u001b[0m: name 'cobrakbase' is not defined" - ] - } - ], - "source": [ - "kbase_api = cobrakbase.KBaseAPI()\n", - "model = kbase_api.get_from_ws(\"CMM_iAH991V2_iML1515.kb\",40576)\n", - "model.solver = 'optlang-cplex'\n", - "\n", - "#Applying uptake limit to total carbon uptake by model\n", - "eup = ElementUptakePkg(model)\n", - "eup.build_package({\"C\":60})\n", - "#Applying constraints based on KBase media\n", - "media = kbase_api.get_from_ws(\"Btheta_Ecoli_minimal_media\",40576)\n", - "kmp = KBaseMediaPkg(model)\n", - "kmp.build_package(media)\n", - "#Applying community model kinetic constraints\n", - "ckp = CommKineticPkg(model)\n", - "ckp.build_package(2100,{\"1\":0.5,\"2\":0.5})\n", - "\n", - "biomass_objective = model.problem.Objective(\n", - " 1 * model.reactions.bio1.flux_expression,\n", - " direction='max')\n", - "model.objective = biomass_objective\n", - "\n", - "#sol=model.optimize()\n", - "model.summary()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.4" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.7\n" + ] + } + ], + "source": [ + "import cobra\n", + "from cobra import Model, Reaction, Metabolite\n", + "import pandas as pd\n", + "import cplex\n", + "import optlang\n", + "import math\n", + "import json\n", + "import sys\n", + "import cProfile\n", + "from optlang.symbolics import Zero, add\n", + "import cobra.util.solver as sutil\n", + "from cobra.flux_analysis.parsimonious import pfba\n", + "from IPython.core.display import HTML\n", + "import cobrakbase\n", + "sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", + "#import modelseedpy.fbapkg\n", + "from modelseedpy import ElementUptakePkg, SimpleThermoPkg, ReactionUsePkg, BilevelPkg, CommKineticPkg,KBaseMediaPkg\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'cobrakbase' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mkbase_api\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mcobrakbase\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mKBaseAPI\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 2\u001b[0m \u001b[0mmodel\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mkbase_api\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_from_ws\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"CMM_iAH991V2_iML1515.kb\"\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;36m40576\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 3\u001b[0m \u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msolver\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;34m'optlang-cplex'\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 4\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 5\u001b[0m \u001b[1;31m#Applying uptake limit to total carbon uptake by model\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;31mNameError\u001b[0m: name 'cobrakbase' is not defined" + ] + } + ], + "source": [ + "kbase_api = cobrakbase.KBaseAPI()\n", + "model = kbase_api.get_from_ws(\"CMM_iAH991V2_iML1515.kb\",40576)\n", + "model.solver = 'optlang-cplex'\n", + "\n", + "#Applying uptake limit to total carbon uptake by model\n", + "eup = ElementUptakePkg(model)\n", + "eup.build_package({\"C\":60})\n", + "#Applying constraints based on KBase media\n", + "media = kbase_api.get_from_ws(\"Btheta_Ecoli_minimal_media\",40576)\n", + "kmp = KBaseMediaPkg(model)\n", + "kmp.build_package(media)\n", + "#Applying community model kinetic constraints\n", + "ckp = CommKineticPkg(model)\n", + "ckp.build_package(2100,{\"1\":0.5,\"2\":0.5})\n", + "\n", + "biomass_objective = model.problem.Objective(\n", + " 1 * model.reactions.bio1.flux_expression,\n", + " direction='max')\n", + "model.objective = biomass_objective\n", + "\n", + "#sol=model.optimize()\n", + "model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Community Modeling/CommunityFBA3.ipynb b/examples/Community Modeling/MSSteadyCom/CommunityFBA3.ipynb similarity index 99% rename from examples/Community Modeling/CommunityFBA3.ipynb rename to examples/Community Modeling/MSSteadyCom/CommunityFBA3.ipynb index d1a1b819..8adf0c1b 100644 --- a/examples/Community Modeling/CommunityFBA3.ipynb +++ b/examples/Community Modeling/MSSteadyCom/CommunityFBA3.ipynb @@ -1,467 +1,467 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "8927456e", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.7\n" - ] - } - ], - "source": [ - "import cobra\n", - "from cobra import Model, Reaction, Metabolite\n", - "import pandas as pd\n", - "import cplex\n", - "import optlang\n", - "import math\n", - "import json\n", - "import sys\n", - "import re\n", - "import cProfile\n", - "from optlang.symbolics import Zero, add\n", - "import cobra.util.solver as sutil\n", - "from cobra.flux_analysis.parsimonious import pfba\n", - "from IPython.core.display import HTML\n", - "import os\n", - "os.environ[\"HOME\"] = 'C:\\\\Users\\\\Andrew Freiburger\\\\Dropbox\\\\My PC (DESKTOP-M302P50)\\\\Documents\\\\UVic Civil Engineering\\\\Internships\\\\Agronne\\\\cobrakbase'\n", - "import cobrakbase\n", - "token = 'I6WL7MAW5Z4QO3OQ62YUR6HJM6RAUFHE'\n", - "kbase = cobrakbase.KBaseAPI(token)\n", - "sys.path.append(\"/Users/chandhanavoleti/Dropbox/My PC (DESKTOP-M302P50)/Documents/UVic Civil Engineering/Internships/Agronne/ModelSEEDpy/ModelSEEDpy\")\n", - "#import modelseedpy.fbapkg\n", - "from modelseedpy import ElementUptakePkg, SimpleThermoPkg, ReactionUsePkg, BilevelPkg, CommKineticPkg, KBaseMediaPkg\n", - "\n", - "from collections import Counter\n", - "from numpy import unique\n", - "from itertools import combinations\n", - "import networkx as nx\n", - "import matplotlib.pyplot as plt\n", - "import matplotlib.pyplot as pl2\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "# constraints\n", - "# solution\n", - "# visualize" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "# def constraints(modelInfo,mediaInfo,kinetic_coeff,abundances=None):\n", - "# kbase_api = cobrakbase.KBaseAPI()\n", - "# model = kbase_api.get_from_ws(modelInfo[0],modelInfo[1])\n", - "# model.solver = 'optlang-cplex'\n", - "\n", - "# #Applying uptake limit to total carbon uptake by model\n", - "# eup = ElementUptakePkg(model)\n", - "# eup.build_package({\"C\":60})\n", - "# #Applying constraints based on KBase media\n", - "# media = kbase_api.get_from_ws(mediaInfo[0],mediaInfo[1])\n", - "# kmp = KBaseMediaPkg(model)\n", - "# kmp.build_package(media)\n", - "# #Applying community model kinetic constraints\n", - "# ckp = CommKineticPkg(model)\n", - "# ckp.build_package(kinetic_coeff,abundances) # <- SPECIES ABUNDANCE BUG?\n", - "\n", - "# biomass_objective = model.problem.Objective(\n", - "# 1 * model.reactions.bio1.flux_expression,\n", - "# direction='max')\n", - "# model.objective = biomass_objective\n", - "# return model" - ] - }, - { - "cell_type": "code", - "execution_count": 57, - "metadata": {}, - "outputs": [], - "source": [ - "def communityFBA(modelInfo,mediaInfo,kinetic_coeff,abundances=None):\n", - " kbase_api = cobrakbase.KBaseAPI(token)\n", - " model = kbase_api.get_from_ws(modelInfo[0],modelInfo[1])\n", - " model.solver = 'optlang-cplex'\n", - "\n", - " #Applying uptake limit to total carbon uptake by model\n", - " eup = ElementUptakePkg(model)\n", - " eup.build_package({\"C\":60})\n", - " #Applying constraints based on KBase media\n", - " media = kbase_api.get_from_ws(mediaInfo[0],mediaInfo[1])\n", - " kmp = KBaseMediaPkg(model)\n", - " kmp.build_package(media)\n", - " #Applying community model kinetic constraints\n", - " ckp = CommKineticPkg(model)\n", - " ckp.build_package(kinetic_coeff,abundances)\n", - "\n", - " biomass_objective = model.problem.Objective(\n", - " 1 * model.reactions.bio1.flux_expression,\n", - " direction='max')\n", - " model.objective = biomass_objective\n", - "\n", - " # FBA\n", - " solution=model.optimize()\n", - " \n", - " # pFBA\n", - "# sol = cobra.flux_analysis.pfba(model)\n", - " \n", - " #print(model.summary())\n", - "\n", - " # calculate the metabolic exchanges\n", - " metabolite_uptake = {}\n", - " compartment_numbers = []\n", - " for rxn in model.reactions:\n", - " if (rxn.id[-2] == 'c' or rxn.id[-2] == 'p') and rxn.id[-1] != '0':\n", - " compartment_number = rxn.id[-1]\n", - " '''print(compartment_number, '\\t', rxn.id)'''\n", - " compartment_numbers.append(compartment_number)\n", - " '''else:\n", - " print('--->', compartment_number, '\\t', rxn.id)'''\n", - "\n", - " for metabolite in rxn.metabolites:\n", - " if metabolite.compartment == \"e0\":\n", - " rate_law = 0\n", - " flux = solution.fluxes[rxn.id]\n", - " if flux != 0:\n", - " rate_law += rxn.metabolites[metabolite]*flux\n", - " metabolite_uptake[(metabolite.id,compartment_number)] = rate_law\n", - "\n", - " compartment_numbers = unique(compartment_numbers)\n", - " number_of_compartments = len(compartment_numbers)\n", - "\n", - " # Cross feeding\n", - " external_metabolites = []\n", - " for rxn in model.reactions:\n", - " for metabolite in rxn.metabolites:\n", - " if metabolite.compartment == \"e0\":\n", - " external_metabolites.append(metabolite.id)\n", - "\n", - " cross_all = []\n", - " for metabolite in external_metabolites:\n", - " r_out = {x: r for (m, x), r in metabolite_uptake.items() if m == metabolite and r > 0}\n", - " r_in = {x: -r for (m, x), r in metabolite_uptake.items() if m == metabolite and -r > 0}\n", - " total_in = sum(r_in.values())\n", - " total_out = sum(r_out.values())\n", - " total = max(total_in, total_out)\n", - " if total_in > total_out:\n", - " r_out[None] = total_in - total_out\n", - " if total_out > total_in:\n", - " r_in[None] = total_out - total_in\n", - "\n", - " cross = [(o1, o2, metabolite, r1 * r2 / total) for o1, r1 in r_out.items() for o2, r2 in r_in.items()]\n", - " cross_all.extend(cross) # [donor, receiver, compound, rate_law]\n", - "\n", - "# for i in cross_all:\n", - "# print(i)\n", - "\n", - " production = [[0] * number_of_compartments for i in range(number_of_compartments)] #production[donorcompartment_number][receivercompartment_number]\n", - " consumption = [[0] * number_of_compartments for i in range(number_of_compartments)]\n", - "\n", - " for i in cross_all:\n", - " if i[0] is not None and i[1] is not None:\n", - " production[int(i[0])-1][int(i[1])-1] += i[3]\n", - " consumption[int(i[1])-1][int(i[0])-1] += i[3]\n", - "\n", - " # for i in production:\n", - " # print(i)\n", - " # print(' ')\n", - " # for i in consumption:\n", - " # print(i)\n", - " \n", - " graph=nx.Graph()\n", - " for i in compartment_numbers:\n", - " graph.add_node(i)\n", - " for k in combinations(compartment_numbers, 2):\n", - " sp1 = int(k[0])-1\n", - " sp2 = int(k[1])-1\n", - " if production[sp1][sp2] > consumption[sp2][sp1]:\n", - " interaction_flux = production[sp1][sp2]\n", - " else:\n", - " interaction_flux = consumption[sp2][sp1]\n", - " graph.add_edge(k[0],k[1],weight=interaction_flux)\n", - "\n", - " pos=nx.circular_layout(graph)\n", - " nx.draw_networkx(graph,pos)\n", - " labels = nx.get_edge_attributes(graph,'weight')\n", - " nx.draw_networkx_edge_labels(graph,pos,edge_labels=labels)\n", - " return graph" - ] - }, - { - "cell_type": "code", - "execution_count": 58, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio4\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", - "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", - "graph = communityFBA(modelInfo_2,mediaInfo_2,2100,{\"1\":0.5,\"2\":0.5})\n", - "display(graph)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Warning:Community biomass reaction is being altered with input abundances\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# changing the kinetic coefficient\n", - "communityFBA(modelInfo_2,mediaInfo_2,2300,{\"1\":0.5,\"2\":0.5})" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Warning:Community biomass reaction is being altered with input abundances\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# changing the species abundances\n", - "communityFBA(modelInfo_2,mediaInfo_2,2100,{\"1\":0.1,\"2\":0.9})" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Warning:Community biomass reaction is being altered with input abundances\n" - ] - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "modelInfo_3 = [\"electro.community.edited.v2\",93204]\n", - "mediaInfo_3 = [\"CO2_minimal\",93204]\n", - "communityFBA(modelInfo_3,mediaInfo_3,2100)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n" - ] - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# changing the kinetic coefficient\n", - "communityFBA(modelInfo_3,mediaInfo_3,2300)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Warning:Community biomass reaction is being altered with input abundances\n" - ] - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# changing the species abundances\n", - "communityFBA(modelInfo_3,mediaInfo_3,2100,abundances={\"1\":0.1,\"2\":0.1,\"3\":0.8})" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [], - "source": [ - "# modelInfo_7 = [\"Hot_Lake_seven.mdl.v2\",94153]\n", - "# mediaInfo_7 = [\"HotLakeMedia\",94153]\n", - "# communityFBA(modelInfo_7,mediaInfo_7,2100)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.4" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "8927456e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.7\n" + ] + } + ], + "source": [ + "import cobra\n", + "from cobra import Model, Reaction, Metabolite\n", + "import pandas as pd\n", + "import cplex\n", + "import optlang\n", + "import math\n", + "import json\n", + "import sys\n", + "import re\n", + "import cProfile\n", + "from optlang.symbolics import Zero, add\n", + "import cobra.util.solver as sutil\n", + "from cobra.flux_analysis.parsimonious import pfba\n", + "from IPython.core.display import HTML\n", + "import os\n", + "os.environ[\"HOME\"] = 'C:\\\\Users\\\\Andrew Freiburger\\\\Dropbox\\\\My PC (DESKTOP-M302P50)\\\\Documents\\\\UVic Civil Engineering\\\\Internships\\\\Agronne\\\\cobrakbase'\n", + "import cobrakbase\n", + "token = 'I6WL7MAW5Z4QO3OQ62YUR6HJM6RAUFHE'\n", + "kbase = cobrakbase.KBaseAPI(token)\n", + "sys.path.append(\"/Users/chandhanavoleti/Dropbox/My PC (DESKTOP-M302P50)/Documents/UVic Civil Engineering/Internships/Agronne/ModelSEEDpy/ModelSEEDpy\")\n", + "#import modelseedpy.fbapkg\n", + "from modelseedpy import ElementUptakePkg, SimpleThermoPkg, ReactionUsePkg, BilevelPkg, CommKineticPkg, KBaseMediaPkg\n", + "\n", + "from collections import Counter\n", + "from numpy import unique\n", + "from itertools import combinations\n", + "import networkx as nx\n", + "import matplotlib.pyplot as plt\n", + "import matplotlib.pyplot as pl2\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# constraints\n", + "# solution\n", + "# visualize" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "# def constraints(modelInfo,mediaInfo,kinetic_coeff,abundances=None):\n", + "# kbase_api = cobrakbase.KBaseAPI()\n", + "# model = kbase_api.get_from_ws(modelInfo[0],modelInfo[1])\n", + "# model.solver = 'optlang-cplex'\n", + "\n", + "# #Applying uptake limit to total carbon uptake by model\n", + "# eup = ElementUptakePkg(model)\n", + "# eup.build_package({\"C\":60})\n", + "# #Applying constraints based on KBase media\n", + "# media = kbase_api.get_from_ws(mediaInfo[0],mediaInfo[1])\n", + "# kmp = KBaseMediaPkg(model)\n", + "# kmp.build_package(media)\n", + "# #Applying community model kinetic constraints\n", + "# ckp = CommKineticPkg(model)\n", + "# ckp.build_package(kinetic_coeff,abundances) # <- SPECIES ABUNDANCE BUG?\n", + "\n", + "# biomass_objective = model.problem.Objective(\n", + "# 1 * model.reactions.bio1.flux_expression,\n", + "# direction='max')\n", + "# model.objective = biomass_objective\n", + "# return model" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": {}, + "outputs": [], + "source": [ + "def communityFBA(modelInfo,mediaInfo,kinetic_coeff,abundances=None):\n", + " kbase_api = cobrakbase.KBaseAPI(token)\n", + " model = kbase_api.get_from_ws(modelInfo[0],modelInfo[1])\n", + " model.solver = 'optlang-cplex'\n", + "\n", + " #Applying uptake limit to total carbon uptake by model\n", + " eup = ElementUptakePkg(model)\n", + " eup.build_package({\"C\":60})\n", + " #Applying constraints based on KBase media\n", + " media = kbase_api.get_from_ws(mediaInfo[0],mediaInfo[1])\n", + " kmp = KBaseMediaPkg(model)\n", + " kmp.build_package(media)\n", + " #Applying community model kinetic constraints\n", + " ckp = CommKineticPkg(model)\n", + " ckp.build_package(kinetic_coeff,abundances)\n", + "\n", + " biomass_objective = model.problem.Objective(\n", + " 1 * model.reactions.bio1.flux_expression,\n", + " direction='max')\n", + " model.objective = biomass_objective\n", + "\n", + " # FBA\n", + " solution=model.optimize()\n", + " \n", + " # pFBA\n", + "# sol = cobra.flux_analysis.pfba(model)\n", + " \n", + " #print(model.summary())\n", + "\n", + " # calculate the metabolic exchanges\n", + " metabolite_uptake = {}\n", + " compartment_numbers = []\n", + " for rxn in model.reactions:\n", + " if (rxn.id[-2] == 'c' or rxn.id[-2] == 'p') and rxn.id[-1] != '0':\n", + " compartment_number = rxn.id[-1]\n", + " '''print(compartment_number, '\\t', rxn.id)'''\n", + " compartment_numbers.append(compartment_number)\n", + " '''else:\n", + " print('--->', compartment_number, '\\t', rxn.id)'''\n", + "\n", + " for metabolite in rxn.metabolites:\n", + " if metabolite.compartment == \"e0\":\n", + " rate_law = 0\n", + " flux = solution.fluxes[rxn.id]\n", + " if flux != 0:\n", + " rate_law += rxn.metabolites[metabolite]*flux\n", + " metabolite_uptake[(metabolite.id,compartment_number)] = rate_law\n", + "\n", + " compartment_numbers = unique(compartment_numbers)\n", + " number_of_compartments = len(compartment_numbers)\n", + "\n", + " # Cross feeding\n", + " external_metabolites = []\n", + " for rxn in model.reactions:\n", + " for metabolite in rxn.metabolites:\n", + " if metabolite.compartment == \"e0\":\n", + " external_metabolites.append(metabolite.id)\n", + "\n", + " cross_all = []\n", + " for metabolite in external_metabolites:\n", + " r_out = {x: r for (m, x), r in metabolite_uptake.items() if m == metabolite and r > 0}\n", + " r_in = {x: -r for (m, x), r in metabolite_uptake.items() if m == metabolite and -r > 0}\n", + " total_in = sum(r_in.values())\n", + " total_out = sum(r_out.values())\n", + " total = max(total_in, total_out)\n", + " if total_in > total_out:\n", + " r_out[None] = total_in - total_out\n", + " if total_out > total_in:\n", + " r_in[None] = total_out - total_in\n", + "\n", + " cross = [(o1, o2, metabolite, r1 * r2 / total) for o1, r1 in r_out.items() for o2, r2 in r_in.items()]\n", + " cross_all.extend(cross) # [donor, receiver, compound, rate_law]\n", + "\n", + "# for i in cross_all:\n", + "# print(i)\n", + "\n", + " production = [[0] * number_of_compartments for i in range(number_of_compartments)] #production[donorcompartment_number][receivercompartment_number]\n", + " consumption = [[0] * number_of_compartments for i in range(number_of_compartments)]\n", + "\n", + " for i in cross_all:\n", + " if i[0] is not None and i[1] is not None:\n", + " production[int(i[0])-1][int(i[1])-1] += i[3]\n", + " consumption[int(i[1])-1][int(i[0])-1] += i[3]\n", + "\n", + " # for i in production:\n", + " # print(i)\n", + " # print(' ')\n", + " # for i in consumption:\n", + " # print(i)\n", + " \n", + " graph=nx.Graph()\n", + " for i in compartment_numbers:\n", + " graph.add_node(i)\n", + " for k in combinations(compartment_numbers, 2):\n", + " sp1 = int(k[0])-1\n", + " sp2 = int(k[1])-1\n", + " if production[sp1][sp2] > consumption[sp2][sp1]:\n", + " interaction_flux = production[sp1][sp2]\n", + " else:\n", + " interaction_flux = consumption[sp2][sp1]\n", + " graph.add_edge(k[0],k[1],weight=interaction_flux)\n", + "\n", + " pos=nx.circular_layout(graph)\n", + " nx.draw_networkx(graph,pos)\n", + " labels = nx.get_edge_attributes(graph,'weight')\n", + " nx.draw_networkx_edge_labels(graph,pos,edge_labels=labels)\n", + " return graph" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio4\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", + "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", + "graph = communityFBA(modelInfo_2,mediaInfo_2,2100,{\"1\":0.5,\"2\":0.5})\n", + "display(graph)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning:Community biomass reaction is being altered with input abundances\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# changing the kinetic coefficient\n", + "communityFBA(modelInfo_2,mediaInfo_2,2300,{\"1\":0.5,\"2\":0.5})" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning:Community biomass reaction is being altered with input abundances\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# changing the species abundances\n", + "communityFBA(modelInfo_2,mediaInfo_2,2100,{\"1\":0.1,\"2\":0.9})" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning:Community biomass reaction is being altered with input abundances\n" + ] + }, + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "modelInfo_3 = [\"electro.community.edited.v2\",93204]\n", + "mediaInfo_3 = [\"CO2_minimal\",93204]\n", + "communityFBA(modelInfo_3,mediaInfo_3,2100)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n" + ] + }, + { + "data": { + "image/png": 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WLYHcJWYffvghu3fvxtzcnMqVK6OU4ty5c9SqVQvIfVrOwcEByN1LztbWlrNnz9K9e3d+/fXXAj5LIZ6cUa50582bx3vvvUft2rWN0bwoBtq2bUtkZCQTJ07E09OTJUuWkJGRQXx8PC+//DKQG9irVq1i2rRplCpVCnd3d0JCQqhWrRozZ86kRo0aXL9+nSpVqvCvf/0LgDVr1rB+/XrS0tIoXbo0iYmJhIWF4e7uTp06dQrzlIUAjBS68oSReJyyZcvy+eef8/nnn5OdnY2ZmRkbNmxg0qRJuLu74+XlxZ49e2jVqhWQuwTx/fffZ/bs2Xz55ZfY2tpSu3ZtKlasCOQWbbe0tCQjIwMTExPS0tJISkpi/Pjx3Lp1i8OHDzNs2DD5S0sUOqNMLwwdOtQYzYpiysws93e/t7c3gYGBNGrUiJCQEDp16sT06dOB3GVn1apV4/vvv2fQoEE4Ojoa1gVD7hN1u3btYurUqXTq1AkHBwemTJnCSy+9hE6nIzIykr179xIbGwuATqfjyy+/5MCBAwV+vqJkM8qV7tWrV3F0dLzv9cTERJKSknBzczNGt6IYcHBwYNiwYQwbNizP676+vpQvX56OHTvy119/MXLkSMNV8MmTJ5k9ezaXL19m+PDhaLVawsPDiY+PZ8SIEQAkJydz4sQJwy4aSikSEhJo3bo1p06dMkxpCGFsRgldT09PwxXFP126dIkRI0bkqb8qxJPYtGkTwcHBHDhwgIULFxp+cc+bN4/g4GB69uzJ999/j42NDQBbtmzB3d0dJycnALZt20azZs0M7fn7++Pi4kJUVFSewJ08eTJxcXH4+/sbylcK8TwZJXRTUlIYP378fa9nZ2dz+PBhY3QpirkyZcrQv39/+vfvb3jt+PHjvP/++1SrVo2hQ4eSnp5uCN2MjAxq1aplmLrYtm0br776Knq9HlNTUyC3mPu9q2WAmzdvUrNmTUqXLs3kyZNZtWoV8+bNK8CzFCWBUeZ0TUxMKFOmDDY2Nnn+2dnZMXnyZGN0KUqgevXqkZ2dzcKFC1m9ejUDBw5k69atALi4uHD48GFKlSpFYmIi4eHhdOrUyVDHITU1lX379uHv7w/kbkNkZ2eHv78/I0eOZO7cuaSnp3PixAkAIiIieOuttwgKCpJdrsUzMcqVbpkyZRg9erQxmhYiDxMTE1577TVee+01IHfbeICXX36ZP/74g0mTJnH16lWaNGnCK6+8YvhcREQEOTk5hhoR9x7ouLeS4urVq2RlZRl2xbC0tCQrK4sxY8ZgZWVl2GlDiKdllNA9deqUMZoV4rFKly6NUoqOHTtiZWXFokWL6Nq1K+3atQNyV0FUqFCBiIgIOnToAEBWVpbhCtjMzIy9e/cybtw4evToYQjl+vXrM2TIkDz7xUHuHnLBwcHY29vTp08fypQpU8BnLIoao0wv3PvB+/LLLwkJCTFGF0I81L114q1ateL333/Hz88POzs7IPdGWb169fjmm2+oXr06gCFwL168yMcff8zkyZPx9fVlxIgRhrbS09MNWxS5uroa+rpXcW3btm20bduWM2fOFNh5iqLJqMVtly1bxoYNG+jVqxdxcXHG7EqIJzJt2jQWLVrEiBEjmD59OosXLwZg0aJF9OnTh3r16hEQEGDYzTonJwfILU0aFxdH3bp1DW0dPHiQzMxMPv/8c5YvX06rVq0IDw8HICEhgU8//ZS5c+cSHx9fwGcpXmRGDV0zMzNmzpzJ2LFjefvtt/n555/R6/XG7FKIx/L09OTHH3/k5MmT9OnTh2vXrjFlyhQuXLjAlStXOHTokOG99+Z6z5w5w+3bt2natKnhmL29PU2bNuWtt97i119/JSkpCXt7e2JiYhg9ejTW1tYcPnyY7t27ExkZmWcMcjOu5DJK6O7cuZOdO3eSnp7Ojh07uH37NmPHjuXQoUN4enoao0sh8sXKygoHBwciIyMNhZkmTpxoWCqWmZlJTk4OKSkpVK5c2VBw5/bt2wwZMgRvb28cHR2ZO3cuw4YNo0uXLsTGxqLRaPj888+ZP38+3t7eLFy4EPhv2GZlZXHhwoXCOWlRqIxyI23atGlA7nrdadOm5anFcK/UoxAvGhcXF7766isgN2wBFi5cyKhRo3BycjLceIPcwjrlypVjyJAhQO488qlTp3j11VepX78+iYmJvP3223Tu3JmIiAjD+mKNRsPJkyeZM2cOS5cuZdWqVbKTSgljlNBdu3YtAIMGDWLJkiXG6EIIo7K0tEQpxQcffEDPnj0JCgpi9uzZ/Prrr4wYMYILFy4Y9oDLyMigXLlyXLlyhWvXrjFx4kRatWqFqakpP/zwAytWrKBBgwYAnD17lu+++w4HBwd69uwpFyElkOZRc0uenp7q4MGD+W78xIkTuLq6Ym1tne82hHiR3FvHe/ToUYYOHYqbmxtlypQhJSWFr776Cp1Ox+XLl5k1axYA3333HQkJCfzyyy/s2bOHyZMnM2LECBITEzlw4ADTp0+XzVqLIY1Gc0gp9cC5VKP+1+7QoQPt2rVj3bp1xuxGiAJz77Hi+vXrs3nzZjp27Ej58uWZOnUqbm5ulC5dmvLlyxvev3fvXho2bEhoaCjz58/n+++/x9vbmzNnzuDm5oaJiYncVCthjLYFO0CpUqXYsmUL48aNY8mSJfz888/y55QoNv655dA9PXr0wN/fn5MnT+Lh4UFkZCTdunVj//79REVFGZalZWRk0KtXr0IauShMRr3SVUphY2PDTz/9xNdff83gwYOZOnWqMbsUolC5uLiwb98++vfvT6lSpdi6dSsVKlTAx8eHiIgIVq5cSXp6Ovv372fp0qXk5OQYbjRnZmayZs0abt26VbgnIYzKKHO61atXRylFXFzcfVe2ly5dkrW6osS596hxUlIS06dPp0qVKgwdOjTPfG5KSgoDBgwgLCwMLy8vtFotPXv2xN7evhBHLvLjUXO6RpleOHjwIBqNhoYNGxq+FqIku/eosYmJCa6urri7uxvmc+/9/8PGxobg4GBSUlIIDQ1Fp9MxevRoPD090Wq1+Pr6GuoDi6LLqKsXrl27ZtixVQjx9NLT09m0aRM6nY6QkBDc3d3RarVotVqqVatW2MMTD1FoqxceFLjLly83ZpdCFCvW1tb07NmTpUuXEh8fz5dffsmJEydo3LgxTZs25YcffuDs2bOFPUzxFIz2GPDDrqB//PFHY3QpRLFnaWmJj48PCxcuJD4+nu+++45Lly7RqlUr6tevz7fffsvJkydlCdoLziihO2bMGKpVq8aoUaOIiIjIc0zmd4V4dmZmZrz22mvMnj2buLg4Zs2axY0bN/D29qZ27dqMHTuWw4cPSwC/gIwSunv37mX37t04ODgwZMgQatSowdixYzlx4oT8EAjxnJmamtKyZUumT5/OpUuXWLJkCdnZ2fTu3RtXV1c+/fRT9u3bJ6uGXhBGvZF2z6lTp1ixYgUrVqzgwoULhhqlQgjjUUpx7NgxdDodOp2O27dv4+fnh1arpWXLloYNOsXz96gbaQUSuv907NgxPDw8nmubQojHi4yMNATwlStX8PX1RavV0rZtW8OSNvF8FHjo3rlzB0tLS/lNKsQL6ty5cwQGBqLT6Th79izdunVDq9XSsWNHLC0tC3t4RV6Bh66npyebNm2iQoUKxMfH88YbbxiOKaXYsWPHU7cphDCO2NhYgoKCCAgI4Pjx43h7e+Pv70/nzp0pVapUYQ+vSCrwdbrZ2dmGWqNOTk7cuHGDqVOn8tNPP5GQkGCMLoUQ+eTs7MxHH33Erl27iIyMpHXr1syZMwcnJyf8/f1ZsWIFycnJhT3MYsMooZuTk0NWVhYAaWlpmJqa0rhxYxo2bCi1dYV4gVWqVIlhw4axZcsWzp8/T5cuXfjzzz9xdnamW7du/PHHH9y4caOwh1mkGSV0O3TowBtvvMHixYvx8/PDz8/PcEzW6QpRNFSoUIG3336b9evXExMTQ9++fVm7di0vv/wynTp1Yv78+Vy7dq2wh1nkGGVOVynFb7/9xokTJ2jatCkDBgwwHEtMTJSqSUIUYWlpaWzYsAGdTseGDRto0KABWq0WPz8/qlSpUtjDeyG8UEvGhBDFR0ZGBps3b0an07F+/Xpq1qxpKMjz8ssvF/bwCk2hFbx5kFGjRhV0l0III7GysqJ79+4sXryY+Ph4vvnmG86cOUOzZs1o3LgxkydP5vTp04U9zBeKUUJ3/PjxD/0fOiwszBhdCiEKmYWFhWGu98qVK0ybNo34+Hjat29P3bp1GTduHMeOHSvxpQCMErqZmZl4e3vTqFEjpkyZQkxMjOGY3EgTovgzMzOjbdu2/Prrr8TGxjJ//nxSU1Pp3r07NWvWZMyYMRw8eLBEBrBR53T37dvHihUrCAgIwMXFhX79+vHrr7/KnxtClFBKKQ4fPmx4HDkzM9NQD6JFixbFZjv6Qr+RppRi+/btrFixgsDAQFnnJ4RAKcXJkycJCAhAp9ORlJRkqAfRunVrw3b3RVGhh64QQjzOmTNnDFfAMTEx9OjRA61WS/v27bGwsCjs4T2VQlu9MGDAAGbNmlUi522EEE/nn3O9ERER1K5dmwkTJlCpUiUGDRpEcHAw6enphT3MZ2bUK10XFxc+/PBDQkJCmDp1Ko0bN853W0KIkuny5csEBQWh0+k4cuQInTt3RqvV4u3tTZkyZZ5rX4mpmQQciiMqIZnkjGzKWplRq1JZejWuSoUyT159rdCmF6pXr8758+e5fPkyn376KQ4ODkyYMAEbG5t8tymEKLmuXbtGcHAwOp2O8PBw2rdvj1arpVu3bpQrVy7f7R6NvcWsHWfZeeY6AJnZ/91lw8rMBAW0davI8DY1qO9s+9j2Cjx0Fy9eDMC//vUvpk6dem8QbN68mR07dhAXF/fUbQohxD/dvHmTdevWERAQwI4dO2jZsiX+/v706NHDUOXwSSzbd5FJoVFkZOfwqJlQjQaszEwZ61OLAc1dHtnmo0LXKLcHDx06BEBWVhYHDx40rM0tX758nuI3QgiRX3Z2dgwaNIhBgwaRkpJCSEgIOp2OTz75hCZNmqDVavH19aVSpUoPbSM3cCNJz3r8/nFKQXpWDpNCIwEeG7wPY9TphS+//JLJkyfn+/NCCPG07ty5w6ZNm9DpdISEhFC3bl1DQZ5q1aoZ3nc09hZ9f9tHetZ/92xMPrSOtOPbuHv9IqVrt8G+6ycP7MPa3JRVQ5vjUdX2gcdlyZgQokTKzMxk69at6HQ61q5di6urq6Egzw97b7Il8mqeKYU7p/eCRkP6hcOorLsPDV2NBjq5OzJ3wANzteCXjJmbm7NgwYL7Xt+4cWOeMo9CCGFMlpaWdOnShd9//534+HgmTZrEhQsX8HqtM5uPx903h1vK7VVK1WyBiXXZR7arFISdvk5SauZTj8kooevi4sKiRYv49ttv87zeuXNn5MpZCFEYzM3N6dChA3PmzGHcotBn3gFZAwQcfvpFAUYJ3TJlyrB9+3b+85//MHToULKzsw3HitqTJUKI4uf0tVSe4N7ZI2Vk64mKT3nqzxkldDUaDZaWlgQGBlKmTBmaNWvG9OnTeeONN2jatKkxuhRCiCeWnJH9+Dc9UTtZT/0ZoywZ++eysJ9++om///6bjRs30qZNGwYPHmyMLoUQ4omVtXo+0VfW6umnKIwSul999VWe7728vPDy8jJGV0II8cRiY2MJDAwkLDwW5fwqGrO8j/YqfQ7c+6f0qOy7YGKKxsT0vraszEyo5fT0T9caZXphypQpnDt37r7X79y5w9q1a43RpRBCPNC5c+eYMmUKzZo1o2HDhhw9epQxfdphaWV933tv/72SmKl+JO8LIO1kGDFT/bj998oHtqsA/0ZVn3o8RlmnW7duXU6cOGH4fs2aNfTs2ROA+vXrc/To0aduUwghnlRkZCQ6nY6AgAASEhLo2bMn/v7+tGnTxrBqYejSg/et031Sz7JO1yjTC/+7QmHMmDGG0C0uleGFEC8OpRRHjx411ONNSUnBz8+PGTNm4OXlhanp/dMDH7Stwe7oxDxPpD0pKzNThretka+xGiV0ra2tOXz4MI0aNWLPnj1cv36d8PBwypQp88xr44QQAnKDNiIiwhC0Sim0Wi2LFi2iSZMmj73Aq+9sy1ifWk9ce+Eea3MTxvrUeugjwI9jlNCdOnUqPXr0wNzcHFdXV0JCQnjnnXfQ6/UPfFJNCCGeRE5ODnv37kWn0xEYGEjp0qXRarUEBATQoEGDp9749l7RmuddZexRjFp74caNG5QvXz7fnxdCiOzsbHbs2IFOp2PNmjU4Ojoa6ie4u7s/lz6Oxd1i9o6zhJ2+jobcBx/uuVdPt51bRYa3rfFEV7gFPqd7z73AjYqK4sSJE9SuXZs6deoYs0shRDGQmZnJtm3bCAgIYO3atVSvXh2tVsvu3bupUSN/c6mP4lHVlrkDPElKzSTgcBxR8SkkZ2RR1sqcWk42+Dd6up0jHsUoV7qtW7dGp9NRsWJFFi1axA8//EDr1q3Zt28f7777LiNHjnyWMQshiqH09HQ2btyITqcjNDSUOnXqPLAkY1FQ4Fe6N27coGLFigDMnDmT8PBw7OzsyMzMxNPTU0JXCAGQp/j45s2b8fT0RKvV8uOPP+Lk5FTYwzMKo4Suubk5MTExVKtWDRsbGywtcy/Li/I+9kKI5+PeNjs6nY4dO3bg5eWFVqtlzpw52NvbF/bwjM4oKfjzzz/TuXNnfH19cXd3p0OHDvj4+LBz506GDBlijC6FEC+w69evs2bNmjwbSvbq1YvFixdja2tb2MMrUEZbvZCcnMzy5cuJjo4mOzsbZ2dnfH19cXV1ze9YhRBFyJUrVwxbpx8+fJhOnTqh1Wrx8fF57lunv2hkux4hRIG4dOmS4WGFyMhIunbtilar5fXXX8fa+v5aB8VVgW/Xs3fvXurUqYOtrS0jR44kKioKb29vOnXqJHUXhChmoqOj+f777/H09MTT05NTp07x73//m4SEBJYsWUKPHj1KVOA+jlHmdD/66CNmz55NmzZtWLNmDZ06dWLq1KmUK1eOYcOGER4eboxuhRAFQCnFyZMnDVe0iYmJ+Pr6MmXKFFq3bi03zB/DKNMLDRs25MiRI4bvq1WrRkxMzAOPCSFefEopDh8+bAjajIwMw1NhLVq0kEJW/6PA1+laWVmxbds2XnvtNQICAlBKsWLFCmxtbaXgjRBFhF6vZ//+/YagNTMzQ6vVsmzZMjw9PZ+6zoHIZZTQnT17NkOHDiU6OpomTZqwd+9exowZw+XLl5k1a5YxuhRCPAc5OTns3r0bnU5HUFAQtra2aLVagoODqVevngTtcyCrF4Qo4bKysggLCyMgIIDg4GCqVKlimDqoVatWYQ+vSCrw6YW0tDRmzZpFTEwM/fr1o1mzZoZphl69eslEuxCFLCMjgy1btqDT6Vi3bh01a9ZEq9USHh5O9erVC3t4xZpRrnR79+6NjY0N7du3Z+PGjWRnZ3Pnzh1Kly6NhYUFf/zxxzMMWQiRH2lpaWzYsAGdTsfGjRupX78+Wq0WX19fqlZ9+r2+xMMV+JXuqVOnDHuk9evXj0qVKhEfH4+pqSkeHh7G6FII8QDJycmsX78enU7H1q1badasGVqtlunTp+Po6FjYwyuRjPZ3flpaGqVLlyYpKYn09HRu3bpFqVKlyMl5+v2IhBBPLikpibVr16LT6di9ezetW7dGq9Xy22+/yaYCLwCjhO4777xD06ZNad68OX///Tc///wzXl5eZGZm8t577xmjSyFKtKtXrxrqHERERNChQwfeeOMNli9fTtmyZQt7eOIfjLZ64cSJE0RFReHp6YmLiwu3bt0iOTm5yBUjFuJFFRcXR2BgIDqdjmPHjuHt7Y1Wq6Vz586ULl26sIdXor1QBW9SU1OLfYUhIZ7EvT0ElVJPvP71/PnzhocVoqOj6d69O1qtlg4dOmBlZWXkEYsnVeAFbx6lVatWBd2lEC+cewW7Y2Ji0Gg0POriJyoqikmTJtGwYUNatGjB2bNn+fbbb0lISGDRokV07dpVArcIMUro1qhRgzFjxnDs2LH7jskTLaKkSU9PN3x970bynTt3KFWqFKtXr87z+j0ZGRl8/fXX1KlThw4dOnD16lWmT5/OlStXmDdvHq+//ro8Ul9EGSV0Q0NDsbKyonfv3tSpU4cJEyYQHR0N8Mjf6EIUF3q9nt9++43q1aszdOhQQkJCADA1NeXs2bPcvn2bFStWMG/ePIAHFoyxtLRk4cKFxMTEMGPGDNq0aYOpqWmBnod4/owSujVr1mTcuHFERUWxbNkyUlJS6NChA56ensTFxRmjSyEKXUpKiuHr6Oho1q5dS2hoKG+88QYTJkzg+PHjQO5jtxcuXKBbt25cv34duD90LS0tGTt2LM2bN5cKXsWM0f9rNmzYkClTpnDp0iV++eUXBg4caOwuhSgwp0+f5qOPPqJ58+a8//77bNq0CcidHoiPj6dWrVp4e3vj7e3N2rVrycrKYtu2bbz11lsA1KlTh2bNmrFq1Srgv38JyjRc8VWgRRC8vLzw8vIqyC6FeO4iIiK4desWr7/+On/++SflypVjyZIlnDhxgnHjxtGgQQPS0tJ49dVXOXfuHK6urnh6erJlyxaio6NJTEzkvffew8nJibi4OG7duoWXlxc5OTkyfVACFPjfLaNGjSroLoV4Zlu2bOGDDz6gSZMmtG7dms2bNwPg7+/PhAkTqFmzJh07dsTV1ZXo6Gjs7OwwNTXl9OnTALi5uRnmc+vWrUu/fv345ZdfuHjxIsnJyTg6OkrglhBGCd3x48cbftj+V1hYmDG6FOK5u7eTNUBgYCAvvfQS4eHhfPDBB9jZ2QFQr149w/svXrzIzZs3adKkCZUqVaJ8+fL85z//AXJX9ERERFC1alVDUDdq1AiAf//731y4cKFgT04UGqNML2RmZuLt7Y2trS19+/alb9++hifRZK5KvMjuPajg7e3NzZs3WbhwIXXq1GHOnDmG9zg5ORluiv3zM8eOHaN8+fJYWFhgaWlJ586dGTVqFF5eXjRr1gwbGxvDz/+9JWKmpqaMHz++YE9SFCqjXOlOnjyZ8+fPM3v2bC5fvkyLFi3w8vJi5syZpKWlGaNLIfIlIyODxMRE4L/hGRMTw927d/Hy8uLkyZOGY3q9nuzsbG7evEnTpk0N79doNOj1embNmsXo0aMNwdqkSROGDRvGjBkzcHZ25tVXX6VOnTpAbtjKdELJZNQbac2bN6d58+ZMnz6d7du3s2LFCsMSGSEKU3R0NKNHj+bSpUu0atWK/v3706JFCyD3wYXq1atja2vLuXPnSE9Px9raGr1ej5mZGadPn8bBwQGNRkN2djZmZmaEhITg6uqKk5MT48ePx9TUlK+++op+/frRuXNnKlSoUMhnLF4UBXIjTaPR8Nprr7FgwQJu3LhREF0Kkcf169f566+/iI+PB3If4GnWrBkHDhygT58+jBs3jmvXrgGwYMECtFotTZs2JTU11fAze+/KtHbt2pw9e9bwWnZ2NkuWLGHVqlX4+fmRmppK165dgdz1txK44p9k1bUo9kaOHEnbtm3R6XQkJycDsGjRIry8vLCwsKBly5YkJSWxbNkyAMqUKUPdunVxcHAgPDycN998k9DQUADu3r2LXq+nQYMGQO4FhZmZGT4+PvznP/9h7969/Pjjj4bjQvwvo4Ru69atH/h6WFgY3t7exuhSCCC33OE/ax0cP36c7Oxs9uzZw6pVq3BzcwNyf0bv3Rw7ceIEtra2hIaGkpWVRUhICH369EGr1RIfH4+joyPt2rUDwMLCgm3btt1XDPztt9/G3d29gM5SFGVGmdM9ffo0O3bsuG+lwp07d9i3b58xuhQl3LZt2/j++++5fPky3bt3p1OnTrRr145t27aRk5ODnZ0dYWFhmJiY0KZNGz777DPmzZtH69at0Wg0fPrpp4wePRqlFIMGDaJq1ar4+voSFBTErl27iI2NpWbNmgBs2LDBsGRMiKdllNBNTU1l2rRpD1weJqUdxfNw7tw5ypYtS8WKFVFKsXPnTnx8fPjkk0/Q6XRMnDiRdu3a0bhxY5YtW8b777/P2bNnsbGxYf/+/Xz44YeGQkyvvPIKV65coVWrVly7do0RI0YY+qlVqxblypXD2dnZ8JoErngWRgndChUqsG7dOmM0LUq4bdu2MXLkSGxsbPDy8mLw4MFUqlSJ48ePM27cOAC6dOnCoEGD2LFjB87OzqSnp+Ps7MycOXM4cuQI06ZNY+PGjfj5+fHKK68AMH/+fF566SWqVq2KXq9HKYWpqSm1a9emdu3ahXnKopgxypzuwoULjdGsKIGioqIM1bvS0tJYvHgxM2fOJDw8nCZNmjBhwgRsbGywt7dn9erVJCUlcejQIVxcXDhy5Agvv/wy7u7uhlUL9erVw9HRkdu3b6PX65k2bRovv/wyBw8epEePHkDuigNZQyuMxSih27FjR2M0K4q5exW2bty4wahRo2jYsCGDBw/mnXfe4dq1a5QuXZpdu3Zhb28PgIeHB8eOHWP79u1MmDABc3NzfHx8mDNnDr169SIkJAQTExM+/vhj9u/fz7lz51ixYgUnT56ka9eumJiY0K1bN44fP8769evx8PAozNMXJUSBLxl72MoGUbKFh4eTlZUF5G4hXr58eVatWsWePXtIT083/PXUoUMHpk6dCsDhw4dxcnJi6dKlVKpUiTFjxrBu3TqWLVvGkCFDMDU1JSsrCy8vLyZOnMjo0aNZs2YNI0eONMwF16xZU/bsEwXKKKHbvn175s6d+8AHIVJTU43RpSiiZsyYQf369fnss8/47rvvOHjwIK+88gojRowwrBbo3bu3oVDSF198QeXKlfH09GTdunUMHz6c27dvc/fuXczNzXFwcCAxMZEJEybw1ltvYW5ujl6v5/XXX2fNmjXodDrDskWpAyIKg1FC94svvmD//v24ubnh4+PD0qVLDfNysl1PyXX37l2CgoIYM2YMx48fJy0tjZMnTzJv3jx2795NtWrV+OyzzwAoV66c4XPR0dGG+dYaNWowefJktm/fzsqVK8nMzKRevXqYm5uTmprKl19+iYeHByYmJoaVMrLzgnihKKUe+q9x48bqWWRmZqrAwEDVq1cvZWdnp7RarapcufIztSmKnoMHD6rXX39dtWjRQjVq1Ei5ubmphIQEdeLECdWsWTOVkZGhlFLq7NmzSqPRqNjYWKWUUnfv3lU5OTmqRYsW6siRI/e1m5CQoN588031559/KqWUys7OVpcvXy6w8xLiYYCD6iG5atRLAAsLC3x9ffnrr7+IiYmhZ8+eNGvWzJhdihfAzZs32bJli2F6ydramgEDBrB7924OHTqEUgo7Ozvq1KmDhYUFs2fP5tKlS2zdupXKlSuzfft2AMzNzZk+fTotWrTI81jtzZs3GTJkCO3bt8fe3t4wXWBqakrlypUL/HyFeBoa9Yg/9z09PdXBgwcLcDiiKDt16hQjR44kMTERV1dXkpOTCQ4Oxtra2vCe+Ph4Bg4cyA8//EDjxo05cOAAGzZsICgoiH79+pGVlUV4eDjr168nOTmZfv364ePjw40bN9i2bRszZszAw8ODuLg4qlatWohnK8TDaTSaQ0opzwcdM8qV7pQpUzh37tx9r9+5c4e1a9cao0tRCGJjY/nll1+YMmUKer2eUqVKMXr0aA4dOkRAQACXLl3ir7/+AjCsTIiOjqZixYpUqlQJyK05O2bMGI4cOcJnn32Gm5ubYTeGs2fPsnHjRlauXIlSip9//tmwrEsCVxRZD5t3UM8wp1unTp083wcFBRm+9vDwyFeb4sWyZ88e1bRpU/XOO++oDRs2qMzMTKXX6w3Ht27dqnr16qVOnTqllMqdb1VKqfPnz6uXXnopT1t37941tNmlSxcVERGhlFIqLi5OXbp0qQDORojni4Ke07WwsMjz/ZgxYwxfy53kokUpRXx8PDNnzsyz711oaChvvvkmCxcupHPnzlhYWBh2UAgODuaTTz7B0tKSL774guTkZMMTXubm5lSvXj3PX0JxcXEMHDiQYcOG0aVLF+rVq4dSiipVqhi2eRKiuDBKAlpbW3P48GEA9uzZw/Xr1wkPD+f48eOYm5sbo0thBDk5OWg0GoKCgvjiiy8ICgoC4OrVq9y8eRMvLy82btzI119/zZkzZ4DcX6re3t4cO3aMpUuXYmdnxx9//GFo8+TJkzg4OOQpGlO1alVmzZrF8ePHef/997GyspI1tKLYMkrBm6lTp9KjRw/Mzc1xdXUlJCSEd955B71ez4IFC4zRpXgOIiIiuHDhAl26dKFMmTKYmJiQkZFBTEwMY8eO5cCBAwA4Ojpy8uRJVq9ezcWLF3F3d+fNN99k5MiR9O3bN88vVg8PD8LCwvjoo48ADE+C/TN0zc3N5ZexKDGMErotWrQgNjaWGzduGIo939vgT7xY9Ho9GzZsYMyYMdja2lKvXj0WLFjAli1b0Gg0WFlZcerUKf71r39x9OhR/v77b7y8vGjSpAnBwcH89ddf1K5dG1tbW5YtW0bfvn1JSUkx7Bu2c+dOhg0bZuivUaNGrFq1qhDPWIjCZdQJ1v+tri9ePCYmJjg7OxMYGMiuXbuYNWsWcXFxbNu2DYCgoCCaN29O69atqVOnDrt27QJgwIABVKxY0dCOt7c358+fB2D79u20atWK1atX07t3bzp16lTwJybEC8qouwGLF0doaCh//fUX7u7uDBw4ECcnJ8Oxe8uw0tLS+Omnn2jcuDENGzYEcpd6aTQaDh8+zO7du9m/fz/x8fHMmDEDb29v5s2bh4uLC+vWrWPUqFEAtG3blq5du2JmJj9eQvwvo13pytzti0Gv1/Pxxx8zZcoU2rRpQ3R0NGPHjuXWrVt53peens6iRYsIDw/H0dGRt99+m5ycHE6fPs3MmTMZOnQoNWvWpHnz5gwfPhyA0aNH07x5cy5cuMCHH37I4MGDAbC1tZXAFeIhjPZEmkajkeI2LwClFMeOHaNGjRqULl2a6OhoRo0axdy5c6lSpcpDP9eqVSs+/fRTmjdvTmZmpmG7mo8++ghXV1dGjhxZUKcgRJHzqCfS5HKkmNNoNHh4eKDRaMjKyuKVV17hzJkzj12SVb9+fXbv3k337t0Nr929e5evvvoKBwcHYw9biGJLQrcEuPdXh7m5OTNmzKBt27ZUrlwZpZQhfO/evUtKSgrXr19n5cqVREdHM2/evDztWFhYSOAK8Yzk8bASQqPRkJmZyY4dO+jWrZvhNYBr165hYWHB4sWLeeedd8jKymLKlCm4uLgU4oiFKJ7kSreYOXXqFIGBgXz88cf3bUNz8uRJ7Ozs6Nq1K/v27UOv1xMTE8P169cZPHgw7733nmEFghDCOCR0izilFEePHiUgIACdTkdqaiparZbU1FRKly6dZ+7222+/Ze/evbRu3Zq0tDQmTpxI165dZY8wIQqQhG4RpJQiIiICnU6HTqcDQKvV8scff9CkSZMHFhXKycmhfv36NG/enEGDBkmxbyEKiYRuEZGTk8Pff/+NTqcjMDAQGxsbtFotOp2O+vXrP3Y1gqmpKePHjy+g0QohHkZC9wWWlZXFzp07CQgIYM2aNVSqVAmtVsumTZtwd3cv7OEJIfJBQvcFk5mZydatW9HpdKxduxZXV1e0Wi179uyhRo0ahT08IcQzktB9Ady5c4dNmzYREBBAaGgodevWxd/fn/HjxxueBBNCFA8SuoUkJSWFkJAQdDodmzdvpkmTJmi1WqZNm2bYP0wIUfxI6BagmzdvsnbtWnQ6HTt37qRly5ZotVrmzJmDvb19YQ9PCFEAJHSN7Pr166xZswadTkd4eDjt27end+/eLFmyBFtb28IenhCigEnoGsHly5cJCgpCp9Nx5MgROnfuzLvvvktAQIA8iCBECSeh+5xcvHjR8LBCVFQUXbt25ZNPPqFjx45YW1sX9vCEEC8ICd1ncObMGUPQxsTE0KNHD77++mvat29/3zb0QggBErpPRSnFiRMnDEGblJSEn58fP/74I61atZLdEoQQjyUp8RhKKQ4fPoxOpyMgIIDMzEy0Wi1z586lRYsWD6xzIIQQDyOh+wB6vZ59+/YZ6hyYm5uj1WpZvnw5jRs3fmydAyGEeBgJ3f+XnZ3N7t270el0BAUFYWdnh1arZe3atdStW1eCVgjxXJTo0M3KymL79u3odDrWrFmDs7MzWq2W7du34+bmVtjDE0IUQyUudDMyMti8eTM6nY7169fj5uaGVqtl//79vPzyy4U9PCFEMVciQjctLY0NGzag0+nYsGEDDRo0QKvVMmnSJKpWrVrYwxNClCDFNnRv377N+vXr0el0bNu2jebNm6PVavnll19kR1shRKEpVqGblJTE2rVrCQgIYPfu3bRp0wZ/f38WLFhA+fLlC3t4QghR9EM3ISHBUFAmIiKCjh07MmDAAFasWEHZsmULe3hCCJHHcw3dxNRMAg7FEZWQTEXtv/l41RFqVSpLr8ZVqVDG8rn1ExsbS2BgIDqdjuPHj+Pj48P7779PcHAwpUqVem79CCHE86ZRSj30oKenpzp48OBjGzkae4tZO86y88x1ADKz9YZjVmYmKKCtW0WGt6lBfWfbfA30/Pnzhsdvo6Oj6d69O1qtlo4dO2Jp+fwCXQghnpVGozmklPJ80LFnvtJdtu8ik0KjyMjO4UH5nfH/Abz51FV2nUlkrE8tBjR3eaK2IyMjDUF75coVfH19mTBhAm3btsXc3PxZhy6EEAXumUI3N3AjSc/SP/a9SkF6Vg6TQiMBHhi8SimOHTtGQEAAOp2O5ORk/Pz8mD59Oi1btsTU1PRZhiuEEIUu36F7NPYWk0Kj7gvcxHVTybh4FH1WBqal7SjbXItN/U6G4+lZeiaFRuFR1RaPqrYopThw4IDhilav16PVavn9999p2rSpFJQRQhQr+Q7dWTvOkpGdc9/rZZv3ooL3SDRm5mQlxZKwfAwWjq5YVvrv9uEZ2Tl8G7Cfqhc3EBgYSOnSpdFqtaxevZoGDRpInQMhRLGVr9BNTM1k55nrD5zDtaj40j++06BBQ/bN+DyhqxQcvJLOK3YObNy4EXd39/wMQwghipx8hW7AobhHHk/aNJu049tQ2ZlYOLpi7Xr/TTwrS0tc2vXB3d01P0MQQogiKV+hG5WQnGdZ2P+q0Gk45Tu+R+blKDJijqMxvX+lQUa2nqj4lPx0L4QQRVa+7lIlZ2Q/9j0aE1OsnOuQk5JIypHQh7STlZ/uhRCiyMpX6Ja1eooLZL2e7JvxD2lH1toKIUqWfIVurUplsTS7/6M5abdIO7UT/d10lD6H9POHSIvcidVL9e97r5WZCbWcbPLTvRBCFFn5mtP1b1yVn7eeuf+ARkPKkQ0kbZoNSo9ZOQfsXhtCqZrN73urAvwbSS1bIUTJkq/QtS9jSZuaFdkSeTXPsjHTUuWo1P/7x35eo4F2bhWfaxEcIYQoCvL9uNcHbWtgZZa/x3KtzEwZ3rbG498ohBDFTL5Dt76zLWN9amFt/nRNWJubMNanFh5VbfPbtRBCFFnPVPDmXtGaR1UZu0ejyb3CfZoqY0IIUdw8c2nHAc1d8Khqy+wdZwk7fR0N/y3nCP+tp9vOrSLD29aQK1whRIn2XHaO8Khqy9wBniSlZhJwOI6o+BSSM7Ioa2VOLScb/Bs9350jhBCiqHrkzhEajeY6cKnghiOEEMXCS0qpig868MjQFUII8XxJhXAhhChAErpCCFGAJHSFEKIASegKIUQBktAVQogC9H9GvNHdhloRFgAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# changing the kinetic coefficient\n", + "communityFBA(modelInfo_3,mediaInfo_3,2300)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning:Community biomass reaction is being altered with input abundances\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# changing the species abundances\n", + "communityFBA(modelInfo_3,mediaInfo_3,2100,abundances={\"1\":0.1,\"2\":0.1,\"3\":0.8})" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "# modelInfo_7 = [\"Hot_Lake_seven.mdl.v2\",94153]\n", + "# mediaInfo_7 = [\"HotLakeMedia\",94153]\n", + "# communityFBA(modelInfo_7,mediaInfo_7,2100)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Community Modeling/MSCommunity_1.ipynb b/examples/Community Modeling/MSSteadyCom/MSCommunity_1.ipynb similarity index 83% rename from examples/Community Modeling/MSCommunity_1.ipynb rename to examples/Community Modeling/MSSteadyCom/MSCommunity_1.ipynb index c5e6cb76..722bf0fa 100644 --- a/examples/Community Modeling/MSCommunity_1.ipynb +++ b/examples/Community Modeling/MSSteadyCom/MSCommunity_1.ipynb @@ -1,825 +1,755 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Import KBase and cFBA" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.8\n" - ] - } - ], - "source": [ - "# import kbase\n", - "import os\n", - "local_cobrakbase_path = 'C:\\\\Users\\\\Andrew Freiburger\\\\Dropbox\\\\My PC (DESKTOP-M302P50)\\\\Documents\\\\UVic Civil Engineering\\\\Internships\\\\Agronne\\\\cobrakbase'\n", - "os.environ[\"HOME\"] = local_cobrakbase_path\n", - "import cobrakbase\n", - "token = 'JOSNYJGASTV5BGELWQTUSATE4TNHZ66U'\n", - "kbase = cobrakbase.KBaseAPI(token)\n", - "\n", - "ftp_path = '../../../ModelSEEDDatabase'\n", - "\n", - "# import cFBA\n", - "%run ../../modelseedpy/core/mscommunity.py\n", - "%run ../../modelseedpy/core/msgapfill.py\n", - "%matplotlib inline" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "tags": [] - }, - "source": [ - "# 2-member Zahmeeth model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Unconstained model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Define and execute the model" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599166\n", - "species 2 drain-flux objective value: 0.16925387417839616\n", - "\n", - "Model objective value: 0.17375024029002142\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.000000 18.264719\n", - "2 426.862401 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.000000 426.862401\n", - "2 18.264719 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# import the model\n", - "# from modelseedpy.fbapkg import kbasemediapkg\n", - "\n", - "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", - "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", - "\n", - "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", - "# kmp.build_package(media)\n", - "\n", - "# simulate and visualize the model\n", - "cfba = MSCommunity(model)\n", - "cfba.drain_fluxes(media)\n", - "cfba.gapfill(media)\n", - "cfba.constrain(media)\n", - "solution = cfba.run()\n", - "cfba.compute_interactions(solution)\n", - "cfba.visualize()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## FullThermo-constrained model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Define and execute the model" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.1743969883599166\n", - "species 2 drain-flux objective value: 0.16925387417839616\n", - "\n", - "Model objective value: 0.0\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.0 0.0\n", - "2 0.0 0.0\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.0 0.0\n", - "2 0.0 0.0\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# import the model\n", - "# from modelseedpy.fbapkg import kbasemediapkg\n", - "\n", - "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", - "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", - "\n", - "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", - "# kmp.build_package(media)\n", - "\n", - "# simulate and visualize the model\n", - "cfba = MSCommunity(model)\n", - "cfba.drain_fluxes(media)\n", - "cfba.gapfill(media)\n", - "cfba.constrain(media, msdb_path_for_fullthermo = ftp_path, verbose = False)\n", - "solution = cfba.run()\n", - "cfba.compute_interactions(solution)\n", - "cfba.visualize()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# 3-member Electrosynth model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Unconstrained model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Define and execute the model" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 2.066246891916704\n", - "species 2 drain-flux objective value: 6.182228448150425\n", - "species 3 drain-flux objective value: 6.145662130043192\n", - "\n", - "Model objective value: 3.766216581357344\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.000000 526.567332 681.068788\n", - "2 615.130758 0.000000 2492.677015\n", - "3 145.763634 2307.900404 0.000000\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.000000 615.130758 145.763634\n", - "2 526.567332 0.000000 2307.900404\n", - "3 681.068788 2492.677015 0.000000\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# import the model\n", - "# from modelseedpy.fbapkg import kbasemediapkg\n", - "\n", - "modelInfo_2 = ['electrosynth_comnty.mdl.gf.2021',93204]\n", - "mediaInfo_2 = [\"CO2_minimal\",93204]\n", - "\n", - "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", - "# kmp.build_package(media)\n", - "\n", - "# simulate and visualize the model\n", - "cfba = MSCommunity(model)\n", - "cfba.drain_fluxes(media)\n", - "cfba.gapfill(media)\n", - "cfba.constrain(media)\n", - "solution = cfba.run()\n", - "cfba.compute_interactions(solution)\n", - "cfba.visualize()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## FullThermo-constrained model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Define and execute the model" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "scrolled": true, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "species 1 drain-flux objective value: 2.066246891916704\n", - "species 2 drain-flux objective value: 6.182228448150425\n", - "species 3 drain-flux objective value: 6.145662130043192\n", - "\n", - "Model objective value: 0.0\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3\n", - "Donor \n", - "1 0.0 0.0 0.0\n", - "2 0.0 0.0 0.0\n", - "3 0.0 0.0 0.0\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3\n", - "Receiver \n", - "1 0.0 0.0 0.0\n", - "2 0.0 0.0 0.0\n", - "3 0.0 0.0 0.0\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# import the model\n", - "# from modelseedpy.fbapkg import kbasemediapkg\n", - "\n", - "modelInfo_2 = ['electrosynth_comnty.mdl.gf.2021',93204]\n", - "mediaInfo_2 = [\"CO2_minimal\",93204]\n", - "\n", - "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", - "# kmp.build_package(media)\n", - "\n", - "# simulate and visualize the model\n", - "cfba = MSCommunity(model)\n", - "cfba.drain_fluxes(media)\n", - "cfba.gapfill(media)\n", - "cfba.constrain(media, msdb_path_for_fullthermo = ftp_path, verbose = False)\n", - "solution = cfba.run()\n", - "cfba.compute_interactions(solution)\n", - "cfba.visualize()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# 2-member Aimee model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Unconstrained model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Chitin media" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.0\n", - "species 2 drain-flux objective value: 0.0\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/dist-packages/cobra/util/solver.py:508: UserWarning: Solver status is 'infeasible'.\n", - " warn(f\"Solver status is '{status}'.\", UserWarning)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "--> ERROR: The simulation lacks a solution, and cannot be gapfilled.\n", - "\n", - "\n", - "Model objective value: 0.0\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.0 0.0\n", - "2 0.0 0.0\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.0 0.0\n", - "2 0.0 0.0\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# import the model\n", - "%run ../../modelseedpy/core/mscommunity.py\n", - "# from modelseedpy.fbapkg import kbasemediapkg\n", - "\n", - "modelInfo_2 = ['Cjaponicus_Ecoli_Community',97055]\n", - "mediaInfo_2 = [\"ChitinM9Media\",97055]\n", - "\n", - "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", - "# kmp.build_package(media)\n", - "\n", - "# simulate and visualize the model\n", - "cfba = MSCommunity(model)\n", - "cfba.drain_fluxes(media)\n", - "cfba.gapfill(media)\n", - "cfba.constrain(media) \n", - "solution = cfba.run()\n", - "cfba.compute_interactions(solution)\n", - "cfba.visualize()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## FullThermo-constrained model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Define and execute the model" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "species 1 drain-flux objective value: 0.0\n", - "species 2 drain-flux objective value: 0.0\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/dist-packages/cobra/util/solver.py:508: UserWarning: Solver status is 'infeasible'.\n", - " warn(f\"Solver status is '{status}'.\", UserWarning)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "--> ERROR: The simulation lacks a solution, and cannot be gapfilled.\n", - "\n", - "\n", - "Model objective value: 0.0\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2\n", - "Donor \n", - "1 0.0 0.0\n", - "2 0.0 0.0\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2\n", - "Receiver \n", - "1 0.0 0.0\n", - "2 0.0 0.0\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# import the model\n", - "# from modelseedpy.fbapkg import kbasemediapkg\n", - "\n", - "modelInfo_2 = ['Cjaponicus_Ecoli_Community',97055]\n", - "mediaInfo_2 = [\"ChitinM9Media\",97055]\n", - "\n", - "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", - "# kmp.build_package(media)\n", - "\n", - "# simulate and visualize the model\n", - "cfba = MSCommunity(model)\n", - "cfba.drain_fluxes(media)\n", - "cfba.gapfill(media)\n", - "cfba.constrain(media, msdb_path_for_fullthermo = ftp_path, verbose = False)\n", - "solution = cfba.run()\n", - "cfba.compute_interactions(solution)\n", - "cfba.visualize()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# 7-member Hotlake model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Unconstrained model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Define and execute the model" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "Making biomass drain: cpd11416_c4\n", - "Making biomass drain: cpd11416_c5\n", - "Making biomass drain: cpd11416_c6\n", - "Making biomass drain: cpd11416_c7\n", - "species 1 drain-flux objective value: 0.0\n", - "species 2 drain-flux objective value: 0.0\n", - "species 3 drain-flux objective value: 0.0\n", - "species 4 drain-flux objective value: 0.0\n", - "species 5 drain-flux objective value: 0.0\n", - "species 6 drain-flux objective value: 0.0\n", - "species 7 drain-flux objective value: 0.0\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/dist-packages/cobra/util/solver.py:508: UserWarning: Solver status is 'infeasible'.\n", - " warn(f\"Solver status is '{status}'.\", UserWarning)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "--> ERROR: The simulation lacks a solution, and cannot be gapfilled.\n", - "\n", - "\n", - "Model objective value: 0.0\n", - "\n", - "\n", - "\n", - "Production matrix:\n", - " 1 2 3 4 5 6 7\n", - "Donor \n", - "1 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", - "2 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", - "3 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", - "4 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", - "5 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", - "6 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", - "7 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", - "\n", - "\n", - "Consumption matrix:\n", - " 1 2 3 4 5 6 7\n", - "Receiver \n", - "1 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", - "2 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", - "3 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", - "4 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", - "5 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", - "6 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", - "7 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", - "\n", - "\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# import the model\n", - "%run ../../modelseedpy/core/mscommunity.py\n", - "# from modelseedpy.fbapkg import kbasemediapkg\n", - "\n", - "modelInfo_2 = [\"Hot_Lake_seven.mdl\",93544]\n", - "mediaInfo_2 = [\"HotLakeMedia\",93544]\n", - "\n", - "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", - "# kmp.build_package(media)\n", - "\n", - "# simulate and visualize the model\n", - "cfba = MSCommunity(model)\n", - "cfba.drain_fluxes(media)\n", - "cfba.gapfill(media)\n", - "cfba.constrain(media)\n", - "solution = cfba.run()\n", - "cfba.compute_interactions(solution)\n", - "cfba.visualize()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## FullThermo-constrained model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Define and execute the model" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Making biomass drain: cpd11416_c1\n", - "Making biomass drain: cpd11416_c2\n", - "Making biomass drain: cpd11416_c3\n", - "Making biomass drain: cpd11416_c4\n", - "Making biomass drain: cpd11416_c5\n", - "Making biomass drain: cpd11416_c6\n", - "Making biomass drain: cpd11416_c7\n", - "species 1 drain-flux objective value: 0.0\n", - "species 2 drain-flux objective value: 0.0\n", - "species 3 drain-flux objective value: 0.0\n", - "species 4 drain-flux objective value: 0.0\n", - "species 5 drain-flux objective value: 0.0\n", - "species 6 drain-flux objective value: 0.0\n", - "species 7 drain-flux objective value: 0.0\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/dist-packages/cobra/util/solver.py:508: UserWarning: Solver status is 'infeasible'.\n", - " warn(f\"Solver status is '{status}'.\", UserWarning)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "--> ERROR: The simulation lacks a solution, and cannot be gapfilled.\n", - "\n" - ] - } - ], - "source": [ - "# import the model\n", - "%run ../../modelseedpy/core/mscommunity.py\n", - "# from modelseedpy.fbapkg import kbasemediapkg\n", - "\n", - "modelInfo_2 = [\"Hot_Lake_seven.mdl\",93544]\n", - "mediaInfo_2 = [\"HotLakeMedia\",93544]\n", - "\n", - "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", - "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", - "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", - "# kmp.build_package(media)\n", - "\n", - "# simulate and visualize the model\n", - "cfba = MSCommunity(model)\n", - "cfba.drain_fluxes(media)\n", - "cfba.gapfill(media)\n", - "cfba.constrain(media, msdb_path_for_fullthermo = ftp_path, verbose = False)\n", - "solution = cfba.run()\n", - "cfba.compute_interactions(solution)\n", - "cfba.visualize()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Import KBase and cFBA" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# import kbase\n", + "import os\n", + "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", + "os.environ[\"HOME\"] = local_cobrakbase_path\n", + "import cobrakbase\n", + "with open(\"C:/Users/Andrew Freiburger/Documents/Argonne/kbase_token.txt\") as token_file:\n", + " kbase = cobrakbase.KBaseAPI(token_file.readline())" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "tags": [] + }, + "source": [ + "# 2-member Zahmeeth model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# import the model\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", + "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "%run ../../../modelseedpy/community/mscommunity.py\n", + "cfba = MSCommunity(model)\n", + "cfba.gapfill(media)\n", + "sol = cfba.run(media)\n", + "cross_feeding, exMets = cfba.steadycom(solution=sol, flux_threshold=.1)\n", + "display(cross_feeding)\n", + "display(exMets)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## FullThermo-constrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + } + ], + "source": [ + "# import the model\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", + "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "%run ../../modelseedpy/community/mscommunity.py\n", + "cfba = MSCommunity(model)\n", + "cfba.gapfill(media)\n", + "cfba.constrain(msdb_path = \"../../../ModelSEEDDatabase\")\n", + "sol = cfba.run(media)\n", + "cross_feeding, exMets = cfba.steadycom(solution=sol, flux_threshold=.1)\n", + "display(cross_feeding)\n", + "display(exMets)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 3-member Electrosynth model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 2.066246891916704\n", + "species 2 drain-flux objective value: 6.182228448150425\n", + "species 3 drain-flux objective value: 6.145662130043192\n", + "\n", + "Model objective value: 3.766216581357344\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 526.567332 681.068788\n", + "2 615.130758 0.000000 2492.677015\n", + "3 145.763634 2307.900404 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 615.130758 145.763634\n", + "2 526.567332 0.000000 2307.900404\n", + "3 681.068788 2492.677015 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# import the model\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = ['electrosynth_comnty.mdl.gf.2021',93204]\n", + "mediaInfo_2 = [\"CO2_minimal\",93204]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "cfba = MSCommunity(model)\n", + "cfba.drain_fluxes(media)\n", + "cfba.gapfill(media)\n", + "cfba.constrain(media)\n", + "solution = cfba.run()\n", + "cfba.compute_interactions(solution)\n", + "cfba.visualize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## FullThermo-constrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 2.066246891916704\n", + "species 2 drain-flux objective value: 6.182228448150425\n", + "species 3 drain-flux objective value: 6.145662130043192\n", + "\n", + "Model objective value: 0.0\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.0 0.0 0.0\n", + "2 0.0 0.0 0.0\n", + "3 0.0 0.0 0.0\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.0 0.0 0.0\n", + "2 0.0 0.0 0.0\n", + "3 0.0 0.0 0.0\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# import the model\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = ['electrosynth_comnty.mdl.gf.2021',93204]\n", + "mediaInfo_2 = [\"CO2_minimal\",93204]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "cfba = MSCommunity(model)\n", + "cfba.drain_fluxes(media)\n", + "cfba.gapfill(media)\n", + "cfba.constrain(media, msdb_path_for_fullthermo = ftp_path, verbose = False)\n", + "solution = cfba.run()\n", + "cfba.compute_interactions(solution)\n", + "cfba.visualize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2-member Aimee model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Chitin media" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "species 1 drain-flux objective value: 0.0\n", + "species 2 drain-flux objective value: 0.0\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.8/dist-packages/cobra/util/solver.py:508: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "--> ERROR: The simulation lacks a solution, and cannot be gapfilled.\n", + "\n", + "\n", + "Model objective value: 0.0\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2\n", + "Donor \n", + "1 0.0 0.0\n", + "2 0.0 0.0\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2\n", + "Receiver \n", + "1 0.0 0.0\n", + "2 0.0 0.0\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# import the model\n", + "%run ../../modelseedpy/core/mscommunity.py\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = ['Cjaponicus_Ecoli_Community',97055]\n", + "mediaInfo_2 = [\"ChitinM9Media\",97055]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "cfba = MSCommunity(model)\n", + "cfba.drain_fluxes(media)\n", + "cfba.gapfill(media)\n", + "cfba.constrain(media) \n", + "solution = cfba.run()\n", + "cfba.compute_interactions(solution)\n", + "cfba.visualize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## FullThermo-constrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "species 1 drain-flux objective value: 0.0\n", + "species 2 drain-flux objective value: 0.0\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.8/dist-packages/cobra/util/solver.py:508: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "--> ERROR: The simulation lacks a solution, and cannot be gapfilled.\n", + "\n", + "\n", + "Model objective value: 0.0\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2\n", + "Donor \n", + "1 0.0 0.0\n", + "2 0.0 0.0\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2\n", + "Receiver \n", + "1 0.0 0.0\n", + "2 0.0 0.0\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# import the model\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = ['Cjaponicus_Ecoli_Community',97055]\n", + "mediaInfo_2 = [\"ChitinM9Media\",97055]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "cfba = MSCommunity(model)\n", + "cfba.drain_fluxes(media)\n", + "cfba.gapfill(media)\n", + "cfba.constrain(media, msdb_path_for_fullthermo = ftp_path, verbose = False)\n", + "solution = cfba.run()\n", + "cfba.compute_interactions(solution)\n", + "cfba.visualize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 7-member Hotlake model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "Making biomass drain: cpd11416_c4\n", + "Making biomass drain: cpd11416_c5\n", + "Making biomass drain: cpd11416_c6\n", + "Making biomass drain: cpd11416_c7\n", + "species 1 drain-flux objective value: 0.0\n", + "species 2 drain-flux objective value: 0.0\n", + "species 3 drain-flux objective value: 0.0\n", + "species 4 drain-flux objective value: 0.0\n", + "species 5 drain-flux objective value: 0.0\n", + "species 6 drain-flux objective value: 0.0\n", + "species 7 drain-flux objective value: 0.0\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.8/dist-packages/cobra/util/solver.py:508: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "--> ERROR: The simulation lacks a solution, and cannot be gapfilled.\n", + "\n", + "\n", + "Model objective value: 0.0\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3 4 5 6 7\n", + "Donor \n", + "1 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", + "2 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", + "3 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", + "4 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", + "5 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", + "6 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", + "7 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3 4 5 6 7\n", + "Receiver \n", + "1 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", + "2 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", + "3 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", + "4 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", + "5 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", + "6 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", + "7 0.0 0.0 0.0 0.0 0.0 0.0 0.0\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# import the model\n", + "%run ../../modelseedpy/core/mscommunity.py\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = [\"Hot_Lake_seven.mdl\",93544]\n", + "mediaInfo_2 = [\"HotLakeMedia\",93544]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "cfba = MSCommunity(model)\n", + "cfba.drain_fluxes(media)\n", + "cfba.gapfill(media)\n", + "cfba.constrain(media)\n", + "solution = cfba.run()\n", + "cfba.compute_interactions(solution)\n", + "cfba.visualize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## FullThermo-constrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "Making biomass drain: cpd11416_c4\n", + "Making biomass drain: cpd11416_c5\n", + "Making biomass drain: cpd11416_c6\n", + "Making biomass drain: cpd11416_c7\n", + "species 1 drain-flux objective value: 0.0\n", + "species 2 drain-flux objective value: 0.0\n", + "species 3 drain-flux objective value: 0.0\n", + "species 4 drain-flux objective value: 0.0\n", + "species 5 drain-flux objective value: 0.0\n", + "species 6 drain-flux objective value: 0.0\n", + "species 7 drain-flux objective value: 0.0\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.8/dist-packages/cobra/util/solver.py:508: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "--> ERROR: The simulation lacks a solution, and cannot be gapfilled.\n", + "\n" + ] + } + ], + "source": [ + "# import the model\n", + "%run ../../modelseedpy/core/mscommunity.py\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = [\"Hot_Lake_seven.mdl\",93544]\n", + "mediaInfo_2 = [\"HotLakeMedia\",93544]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "cfba = MSCommunity(model)\n", + "cfba.drain_fluxes(media)\n", + "cfba.gapfill(media)\n", + "cfba.constrain(media, msdb_path_for_fullthermo = ftp_path, verbose = False)\n", + "solution = cfba.run()\n", + "cfba.compute_interactions(solution)\n", + "cfba.visualize()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Community Modeling/MSSteadyCom/MSCommunity_kinetics.ipynb b/examples/Community Modeling/MSSteadyCom/MSCommunity_kinetics.ipynb new file mode 100644 index 00000000..11b41e0c --- /dev/null +++ b/examples/Community Modeling/MSSteadyCom/MSCommunity_kinetics.ipynb @@ -0,0 +1,25740 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "9d50de89", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.3.1\n" + ] + } + ], + "source": [ + "# import kbase\n", + "import os\n", + "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", + "os.environ[\"HOME\"] = local_cobrakbase_path\n", + "import cobrakbase\n", + "with open(\"D:/Users/Andrew Freiburger/Documents/Argonne/kbase_token.txt\") as token_file:\n", + " kbase = cobrakbase.KBaseAPI(token_file.readline())\n", + "import networkx\n", + "from matplotlib import pyplot\n", + "\n", + "from pandas import set_option\n", + "set_option('display.max_rows', None)\n", + "\n", + "# import cFBA\n", + "# %run ../../../modelseedpy/community/mscommunity.py\n", + "# %matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "id": "92172050", + "metadata": {}, + "source": [ + "# 2-member Zahmeeth model" + ] + }, + { + "cell_type": "markdown", + "id": "b2bfaebe", + "metadata": {}, + "source": [ + "### sans kinetic constraints" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "0651802f", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cpd11416_c0 bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "cpd11416_c0 SK_cpd11416_c0: cpd11416_c0 --> \n", + "iML1515 cpd11416_c1\n", + "iAH991V2 cpd11416_c2\n", + " model loaded\n" + ] + }, + { + "data": { + "text/html": [ + "
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EnvironmentiML1515iAH991V2
Metabolite/Donor ID
2omfuc-1.974279e+000.000000e+000.000000e+00
2omxyl-1.974279e+000.000000e+000.000000e+00
3ddlhept-1.974279e+000.000000e+000.000000e+00
4abzglu-e4.806858e-02-4.806858e-020.000000e+00
acerA-9.871397e-010.000000e+000.000000e+00
alaglu2.226962e+000.000000e+00-2.226962e+00
alathr1.280011e+020.000000e+00-1.280011e+02
apio_D-2.961419e+000.000000e+000.000000e+00
arabinan101-9.377827e+000.000000e+000.000000e+00
argarg-4.896433e+020.000000e+004.896433e+02
cpd000011.000000e+03-8.864514e+02-1.000000e+03
cpd000071.000000e+03-5.200921e+02-4.799079e+02
cpd00009-8.363361e+029.558723e+02-1.195361e+02
cpd00011-1.000000e+032.824777e+027.175223e+02
cpd00013-1.000000e+031.000000e+03-1.448128e-13
cpd000200.000000e+001.000000e+03-1.000000e+03
cpd000233.807319e+01-3.807319e+010.000000e+00
cpd000241.000000e+03-1.000000e+030.000000e+00
cpd00025-5.000000e+025.000000e+020.000000e+00
cpd00027-1.000000e+030.000000e+001.000000e+03
cpd000283.354023e-010.000000e+00-3.354023e-01
cpd00029-1.000000e+038.363488e+021.636512e+02
cpd000303.850516e-01-4.964931e-02-3.354023e-01
cpd00033-1.000000e+039.560132e+024.398684e+01
cpd000343.599036e-01-2.450132e-02-3.354023e-01
cpd00035-9.355825e+028.479290e+028.765351e+01
cpd00036-1.000000e+031.000000e+03-1.530336e-13
cpd000394.862262e+01-2.465659e+01-2.396603e+01
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cpd00058-9.999491e+029.999491e+020.000000e+00
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cpd00092-9.721697e+021.798163e+027.923533e+02
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cpd001043.355460e-01-1.437028e-04-3.354023e-01
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cpd00117-9.897059e+022.994909e+009.867109e+02
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cpd001493.371985e-01-1.796285e-03-3.354023e-01
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cpd00159-3.165924e+020.000000e+003.165924e+02
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cpd001843.568786e+00-1.880063e+00-1.688723e+00
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cpd002442.320800e-02-2.320800e-020.000000e+00
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cpd002549.587130e-01-6.233107e-01-3.354023e-01
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cpd002883.993212e+00-3.993212e+000.000000e+00
cpd003053.514251e-01-1.602286e-02-3.354023e-01
cpd003111.671285e+010.000000e+00-1.671285e+01
cpd003225.188755e+01-2.087491e+01-3.101264e+01
cpd003551.636775e-01-1.636775e-010.000000e+00
cpd003591.000000e+03-1.000000e+030.000000e+00
cpd003638.897211e+020.000000e+00-8.897211e+02
cpd003672.086600e+01-1.153394e+01-9.332058e+00
cpd003831.602286e-02-1.602286e-020.000000e+00
cpd00391-4.806858e-024.806858e-020.000000e+00
cpd003931.006207e+000.000000e+00-1.006207e+00
cpd003961.480710e+000.000000e+000.000000e+00
cpd004129.825237e+02-1.901704e+02-7.923533e+02
cpd004185.289699e-01-5.289699e-010.000000e+00
cpd00430-1.000000e+030.000000e+001.000000e+03
cpd004380.000000e+00-7.923533e+027.923533e+02
cpd00453-1.262897e+020.000000e+001.262897e+02
cpd005321.000000e+03-1.000000e+030.000000e+00
cpd006094.557483e+02-4.557483e+020.000000e+00
cpd006447.192323e-01-4.842783e-02-6.708045e-01
cpd00659-2.644849e-012.644849e-010.000000e+00
cpd007511.243154e+020.000000e+00-1.262897e+02
cpd00875-1.974279e+000.000000e+000.000000e+00
cpd009713.354023e-01-3.447342e-15-3.354023e-01
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cpd010928.715749e+02-8.715749e+020.000000e+00
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cps_bt3.354023e-010.000000e+00-3.354023e-01
hspg_degr_111.000000e+030.000000e+000.000000e+00
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leuleu5.211147e+020.000000e+00-5.211147e+02
lps_bt1.397509e+000.000000e+00-1.397509e+00
pe_cer1_bt3.354023e-010.000000e+00-3.354023e-01
phearg1.000000e+030.000000e+00-1.000000e+03
rhamnogalurII9.871397e-010.000000e+000.000000e+00
sphmyln_bt3.354023e-010.000000e+00-3.354023e-01
tartr-D-e9.655608e+02-9.655608e+020.000000e+00
zz_Environment0.000000e+001.380175e+048.028504e+03
zz_Species11.517308e+040.000000e+009.317237e+02
zz_Species21.131252e+041.123499e+030.000000e+00
\n", + "
" + ], + "text/plain": [ + " Environment iML1515 iAH991V2\n", + "Metabolite/Donor ID \n", + "2omfuc -1.974279e+00 0.000000e+00 0.000000e+00\n", + "2omxyl -1.974279e+00 0.000000e+00 0.000000e+00\n", + "3ddlhept -1.974279e+00 0.000000e+00 0.000000e+00\n", + "4abzglu-e 4.806858e-02 -4.806858e-02 0.000000e+00\n", + "acerA -9.871397e-01 0.000000e+00 0.000000e+00\n", + "alaglu 2.226962e+00 0.000000e+00 -2.226962e+00\n", + "alathr 1.280011e+02 0.000000e+00 -1.280011e+02\n", + "apio_D -2.961419e+00 0.000000e+00 0.000000e+00\n", + "arabinan101 -9.377827e+00 0.000000e+00 0.000000e+00\n", + "argarg -4.896433e+02 0.000000e+00 4.896433e+02\n", + "cpd00001 1.000000e+03 -8.864514e+02 -1.000000e+03\n", + "cpd00007 1.000000e+03 -5.200921e+02 -4.799079e+02\n", + "cpd00009 -8.363361e+02 9.558723e+02 -1.195361e+02\n", + "cpd00011 -1.000000e+03 2.824777e+02 7.175223e+02\n", + "cpd00013 -1.000000e+03 1.000000e+03 -1.448128e-13\n", + "cpd00020 0.000000e+00 1.000000e+03 -1.000000e+03\n", + "cpd00023 3.807319e+01 -3.807319e+01 0.000000e+00\n", + "cpd00024 1.000000e+03 -1.000000e+03 0.000000e+00\n", + "cpd00025 -5.000000e+02 5.000000e+02 0.000000e+00\n", + "cpd00027 -1.000000e+03 0.000000e+00 1.000000e+03\n", + "cpd00028 3.354023e-01 0.000000e+00 -3.354023e-01\n", + "cpd00029 -1.000000e+03 8.363488e+02 1.636512e+02\n", + "cpd00030 3.850516e-01 -4.964931e-02 -3.354023e-01\n", + "cpd00033 -1.000000e+03 9.560132e+02 4.398684e+01\n", + "cpd00034 3.599036e-01 -2.450132e-02 -3.354023e-01\n", + "cpd00035 -9.355825e+02 8.479290e+02 8.765351e+01\n", + "cpd00036 -1.000000e+03 1.000000e+03 -1.530336e-13\n", + "cpd00039 4.862262e+01 -2.465659e+01 -2.396603e+01\n", + "cpd00041 -1.000000e+03 9.482336e+02 5.176641e+01\n", + "cpd00042 1.000000e+03 -1.000000e+03 0.000000e+00\n", + "cpd00047 -1.000000e+03 4.713417e+02 5.286583e+02\n", + "cpd00048 3.116913e-01 -3.116913e-01 0.000000e+00\n", + "cpd00051 2.125306e+01 -2.125306e+01 0.000000e+00\n", + "cpd00053 1.839467e+01 0.000000e+00 -1.839467e+01\n", + "cpd00054 2.552635e+01 -2.552635e+01 0.000000e+00\n", + "cpd00058 -9.999491e+02 9.999491e+02 0.000000e+00\n", + "cpd00060 2.209222e+01 -1.102653e+01 -1.106569e+01\n", + "cpd00063 7.093887e-01 -3.739864e-01 -3.354023e-01\n", + "cpd00065 -9.919526e+02 9.959158e+02 -3.963107e+00\n", + "cpd00066 2.628503e+01 -1.331155e+01 -1.297349e+01\n", + "cpd00067 -1.000000e+03 6.150077e+02 2.384992e+03\n", + "cpd00069 1.955407e+01 -9.908018e+00 -9.646048e+00\n", + "cpd00071 -1.647131e-13 1.647131e-13 0.000000e+00\n", + "cpd00075 -6.684186e+01 6.684186e+01 0.000000e+00\n", + "cpd00080 1.000000e+03 -1.000000e+03 0.000000e+00\n", + "cpd00082 -9.973168e+02 0.000000e+00 9.973168e+02\n", + "cpd00084 1.377118e+01 -6.707039e+00 -7.064141e+00\n", + "cpd00092 -9.721697e+02 1.798163e+02 7.923533e+02\n", + "cpd00099 3.739864e-01 -3.739864e-01 0.000000e+00\n", + "cpd00104 3.355460e-01 -1.437028e-04 -3.354023e-01\n", + "cpd00105 -7.943657e+02 0.000000e+00 7.943657e+02\n", + "cpd00106 -9.247270e+02 0.000000e+00 9.247270e+02\n", + "cpd00107 -9.676287e+02 -3.237128e+01 1.000000e+03\n", + "cpd00108 6.416408e+00 0.000000e+00 0.000000e+00\n", + "cpd00117 -9.897059e+02 2.994909e+00 9.867109e+02\n", + "cpd00118 4.440413e-15 -4.440413e-15 0.000000e+00\n", + "cpd00119 3.895760e+01 -6.807056e+00 -3.215055e+01\n", + "cpd00122 1.328906e+01 0.000000e+00 -1.328906e+01\n", + "cpd00128 -9.241923e+02 9.241923e+02 0.000000e+00\n", + "cpd00129 3.136205e+01 -1.588311e+01 -1.547894e+01\n", + "cpd00132 3.418222e+01 -1.732014e+01 -1.686208e+01\n", + "cpd00137 -1.000000e+03 1.000000e+03 0.000000e+00\n", + "cpd00139 -2.836750e-13 2.836750e-13 0.000000e+00\n", + "cpd00141 -5.286583e+02 0.000000e+00 5.286583e+02\n", + "cpd00149 3.371985e-01 -1.796285e-03 -3.354023e-01\n", + "cpd00156 6.915969e+01 -3.040477e+01 -3.875491e+01\n", + "cpd00159 -3.165924e+02 0.000000e+00 3.165924e+02\n", + "cpd00161 1.000000e+03 -1.000000e+03 -1.816496e-13\n", + "cpd00164 9.970386e+02 -1.000000e+03 2.134482e-13\n", + "cpd00166 3.354023e-01 0.000000e+00 -3.354023e-01\n", + "cpd00176 -1.000000e+03 1.000000e+03 0.000000e+00\n", + "cpd00179 1.000000e+03 0.000000e+00 -1.000000e+03\n", + "cpd00182 9.544782e+02 -1.465372e+02 -8.079410e+02\n", + "cpd00184 3.568786e+00 -1.880063e+00 -1.688723e+00\n", + "cpd00205 1.436029e+01 -1.402489e+01 -3.354023e-01\n", + "cpd00209 3.261229e+02 -3.261229e+02 0.000000e+00\n", + "cpd00214 1.000000e+03 0.000000e+00 0.000000e+00\n", + "cpd00218 6.708045e-01 0.000000e+00 -6.708045e-01\n", + "cpd00220 6.708045e-01 0.000000e+00 -6.708045e-01\n", + "cpd00221 -1.467607e+02 1.467607e+02 0.000000e+00\n", + "cpd00222 -2.904098e+02 2.904098e+02 0.000000e+00\n", + "cpd00223 -4.557483e+02 4.557483e+02 0.000000e+00\n", + "cpd00224 9.037264e+02 0.000000e+00 0.000000e+00\n", + "cpd00244 2.320800e-02 -2.320800e-02 0.000000e+00\n", + "cpd00249 1.176732e+01 0.000000e+00 -1.176732e+01\n", + "cpd00254 9.587130e-01 -6.233107e-01 -3.354023e-01\n", + "cpd00263 3.354023e-01 0.000000e+00 -3.354023e-01\n", + "cpd00264 3.354023e-01 0.000000e+00 -3.354023e-01\n", + "cpd00276 -1.000000e+03 0.000000e+00 0.000000e+00\n", + "cpd00277 1.747627e+01 -1.747627e+01 0.000000e+00\n", + "cpd00280 1.000000e+03 0.000000e+00 -1.000000e+03\n", + "cpd00288 3.993212e+00 -3.993212e+00 0.000000e+00\n", + "cpd00305 3.514251e-01 -1.602286e-02 -3.354023e-01\n", + "cpd00311 1.671285e+01 0.000000e+00 -1.671285e+01\n", + "cpd00322 5.188755e+01 -2.087491e+01 -3.101264e+01\n", + "cpd00355 1.636775e-01 -1.636775e-01 0.000000e+00\n", + "cpd00359 1.000000e+03 -1.000000e+03 0.000000e+00\n", + "cpd00363 8.897211e+02 0.000000e+00 -8.897211e+02\n", + "cpd00367 2.086600e+01 -1.153394e+01 -9.332058e+00\n", + "cpd00383 1.602286e-02 -1.602286e-02 0.000000e+00\n", + "cpd00391 -4.806858e-02 4.806858e-02 0.000000e+00\n", + "cpd00393 1.006207e+00 0.000000e+00 -1.006207e+00\n", + "cpd00396 1.480710e+00 0.000000e+00 0.000000e+00\n", + "cpd00412 9.825237e+02 -1.901704e+02 -7.923533e+02\n", + "cpd00418 5.289699e-01 -5.289699e-01 0.000000e+00\n", + "cpd00430 -1.000000e+03 0.000000e+00 1.000000e+03\n", + "cpd00438 0.000000e+00 -7.923533e+02 7.923533e+02\n", + "cpd00453 -1.262897e+02 0.000000e+00 1.262897e+02\n", + "cpd00532 1.000000e+03 -1.000000e+03 0.000000e+00\n", + "cpd00609 4.557483e+02 -4.557483e+02 0.000000e+00\n", + "cpd00644 7.192323e-01 -4.842783e-02 -6.708045e-01\n", + "cpd00659 -2.644849e-01 2.644849e-01 0.000000e+00\n", + "cpd00751 1.243154e+02 0.000000e+00 -1.262897e+02\n", + "cpd00875 -1.974279e+00 0.000000e+00 0.000000e+00\n", + "cpd00971 3.354023e-01 -3.447342e-15 -3.354023e-01\n", + "cpd01017 -1.000000e+03 1.000000e+03 0.000000e+00\n", + "cpd01092 8.715749e+02 -8.715749e+02 0.000000e+00\n", + "cpd02027 3.204572e-02 -3.204572e-02 0.000000e+00\n", + "cpd03586 1.397941e+00 -1.397941e+00 0.000000e+00\n", + "cpd03587 1.000000e+03 0.000000e+00 0.000000e+00\n", + "cpd08928 1.822776e+01 -1.822776e+01 0.000000e+00\n", + "cpd10515 2.322464e+02 -2.315756e+02 -6.708045e-01\n", + "cpd10516 -2.304216e+02 2.304216e+02 0.000000e+00\n", + "cpd11574 5.029597e-04 -5.029597e-04 0.000000e+00\n", + "cpd11640 8.930009e+02 -1.000000e+03 1.069991e+02\n", + "cpd15387 1.996606e+00 -1.996606e+00 0.000000e+00\n", + "cpd15483 -1.000000e+03 0.000000e+00 0.000000e+00\n", + "cpd15500 3.354023e-01 0.000000e+00 -3.354023e-01\n", + "cpd30760 1.000000e+03 -1.000000e+03 0.000000e+00\n", + "cps_bt 3.354023e-01 0.000000e+00 -3.354023e-01\n", + "hspg_degr_11 1.000000e+03 0.000000e+00 0.000000e+00\n", + "hspg_degr_12 -1.000000e+03 0.000000e+00 0.000000e+00\n", + "leuleu 5.211147e+02 0.000000e+00 -5.211147e+02\n", + "lps_bt 1.397509e+00 0.000000e+00 -1.397509e+00\n", + "pe_cer1_bt 3.354023e-01 0.000000e+00 -3.354023e-01\n", + "phearg 1.000000e+03 0.000000e+00 -1.000000e+03\n", + "rhamnogalurII 9.871397e-01 0.000000e+00 0.000000e+00\n", + "sphmyln_bt 3.354023e-01 0.000000e+00 -3.354023e-01\n", + "tartr-D-e 9.655608e+02 -9.655608e+02 0.000000e+00\n", + "zz_Environment 0.000000e+00 1.380175e+04 8.028504e+03\n", + "zz_Species1 1.517308e+04 0.000000e+00 9.317237e+02\n", + "zz_Species2 1.131252e+04 1.123499e+03 0.000000e+00" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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EnvironmentiML1515iAH991V2
Donor ID
EnvironmentK+; Cu(I); O2; Cytidine; Deoxyguanosine; O2-; ...O2; Cytidine; L-Methionine; L-Fucose; alaglu; ...
iAH991V2D-Alanine; L-Alanine; L-Lactate; L-Leucine; Pr...L-Tryptophan; Pyruvate; Phosphate
iML1515NH3; D-Alanine; 2-keto-3-deoxygluconate; L-Ala...L-Leucine; H2; Deoxyadenosine
\n", + "
" + ], + "text/plain": [ + " Environment \\\n", + "Donor ID \n", + "Environment \n", + "iAH991V2 D-Alanine; L-Alanine; L-Lactate; L-Leucine; Pr... \n", + "iML1515 NH3; D-Alanine; 2-keto-3-deoxygluconate; L-Ala... \n", + "\n", + " iML1515 \\\n", + "Donor ID \n", + "Environment K+; Cu(I); O2; Cytidine; Deoxyguanosine; O2-; ... \n", + "iAH991V2 L-Tryptophan; Pyruvate; Phosphate \n", + "iML1515 \n", + "\n", + " iAH991V2 \n", + "Donor ID \n", + "Environment O2; Cytidine; L-Methionine; L-Fucose; alaglu; ... \n", + "iAH991V2 \n", + "iML1515 L-Leucine; H2; Deoxyadenosine " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "model = kbase.get_from_ws(\"CMM_iAH991V2_iML1515.kb\",40576)\n", + "\n", + "# simulate and visualize the model\n", + "from modelseedpy import MSCommunity\n", + "%run ../../../modelseedpy/community/mssteadycom.py\n", + "cross_feeding_df, exMets_df = MSSteadyCom.interactions(MSCommunity(model, names=[\"iML1515\", \"iAH991V2\"]), msdb_path=\"../../../../ModelSEEDDatabase\")\n", + "display(cross_feeding_df)\n", + "display(exMets_df)" + ] + }, + { + "cell_type": "markdown", + "id": "a58fa662", + "metadata": {}, + "source": [ + "### variable kinetic coefficients" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "d82fff88-d11c-4846-b051-6940ea112c95", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 800\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ic| mssteadycom.py:123 in compute()- 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normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 0.018244726982269692\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 8.912911277677992\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 17.914455766682636\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 55.03596464108704\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 44.96403535891296\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + 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compute()\n", + " normalized_flux: 66.59537872586483\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 0.3789121624688093\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.62108783753119\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 89.6089131825717\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 10.391086817428308\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 68.70012878299494\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 0.1064684815228322\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 50.000000000000014\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 90.02335239418802\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 100.00000000000001\n" + ] + }, + { + "data": { + "image/png": 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\n", 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EnvironmentSpecies1Species2
Donor ID
EnvironmentCa2+; Cl-; CMP; O2-; L-alanine-D-glutamate-mes...L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;...
Species1Cu2+; Pyruvate; Adenine; Acetaldehyde; O-Acety...H+; L-Glutamine; L-Methionine; Deoxyadenosine;...
Species2PACT; Acetate; l2n2m2mn; D-Fructose; L-Lactate...L-Tryptophan; Fumarate; Ethanol; L-Glutamate; ...
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" + ], + "text/plain": [ + " Environment \\\n", + "Donor ID \n", + "Environment \n", + "Species1 Cu2+; Pyruvate; Adenine; Acetaldehyde; O-Acety... \n", + "Species2 PACT; Acetate; l2n2m2mn; D-Fructose; L-Lactate... \n", + "\n", + " Species1 \\\n", + "Donor ID \n", + "Environment Ca2+; Cl-; CMP; O2-; L-alanine-D-glutamate-mes... \n", + "Species1 \n", + "Species2 L-Tryptophan; Fumarate; Ethanol; L-Glutamate; ... \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;... \n", + "Species1 H+; L-Glutamine; L-Methionine; Deoxyadenosine;... \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 850\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 5.094866848883306\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 94.90513315111667\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.98013946713752\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 47.40955904514784\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.99999999999999\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 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normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 92.37663670466722\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 96.27125762398703\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 83.24090363606923\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 86.67369449741993\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.99999999999999\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.99999999999999\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 39.80148340598726\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 0.3891992152203374\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.61080078477964\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 24.309030932545717\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 6.709170745293747\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 59.01708418447392\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 0.10935898490141055\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.99999999999999\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 49.999999999999986\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 89.75249727162947\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n" + ] + }, + { + "data": { + "image/png": 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EnvironmentSpecies1Species2
Metabolite/Donor ID
4abzglu-e_e01.874005e-02-1.874005e-020.000000
arabinan101_e0-1.694665e-140.000000e+000.000000
arabttr_e05.479416e-130.000000e+000.000000
argarg_e0-4.596235e+010.000000e+0045.962345
cpd00001_e0-3.101820e+012.822333e+0277.894971
cpd00007_e01.000000e+02-9.993462e+01-0.065380
cpd00009_e0-1.000000e+021.466024e+02-46.602446
cpd00011_e0-1.000000e+022.165347e+02-116.534704
cpd00013_e0-1.000000e+026.466535e+0135.334653
cpd00020_e0-1.000000e+021.000000e+020.000000
cpd00023_e0-1.000000e+021.590171e+02-59.017084
cpd00024_e04.687043e+01-4.687043e+010.000000
cpd00025_e0-5.000000e+015.000000e+010.000000
cpd00027_e0-1.000000e+020.000000e+00100.000000
cpd00028_e01.307602e-010.000000e+00-0.130760
cpd00029_e0-1.000000e+025.094867e+0094.905133
cpd00030_e01.501165e-01-1.935632e-02-0.130760
cpd00033_e0-1.000000e+02-1.791327e+02279.132738
cpd00034_e01.403123e-01-9.552104e-03-0.130760
cpd00035_e0-1.000000e+020.000000e+00100.000000
cpd00036_e0-1.000000e+02-2.576934e+02357.693363
cpd00039_e01.895605e+01-9.612638e+00-9.343414
cpd00041_e0-1.000000e+027.710429e+0122.895710
cpd00048_e01.215162e-01-1.215162e-010.000000
cpd00051_e08.285736e+00-8.285736e+000.000000
cpd00053_e0-1.000000e+02-7.371647e+00107.371647
cpd00054_e09.939678e+000.000000e+00-9.939678
cpd00058_e0-9.998014e+019.998014e+010.000000
cpd00060_e0-9.138711e+01-4.298811e+0095.685923
cpd00063_e02.765628e-01-1.458026e-01-0.130760
cpd00064_e01.126084e-15-1.126084e-150.000000
cpd00065_e03.137348e+009.840771e+01-101.545060
cpd00066_e0-8.975250e+01-5.189650e+0094.942147
cpd00067_e0-1.000000e+02-3.649488e+02865.461601
cpd00069_e0-9.237664e+01-3.862748e+0096.239384
cpd00071_e0-1.000000e+021.000000e+020.000000
cpd00075_e01.000000e+02-1.000000e+020.000000
cpd00076_e01.000000e+020.000000e+00-100.000000
cpd00080_e01.000000e+02-1.000000e+020.000000
cpd00082_e0-1.000000e+020.000000e+00100.000000
cpd00084_e05.368843e+00-2.614811e+00-2.754031
cpd00092_e0-1.000000e+021.684448e+0183.155519
cpd00099_e01.458026e-01-1.458026e-010.000000
cpd00100_e01.000000e+02-1.000000e+020.000000
cpd00104_e01.308162e-01-5.602407e-05-0.130760
cpd00105_e0-9.627126e+010.000000e+0096.271258
cpd00106_e0-1.000000e+021.012800e+02-1.280037
cpd00107_e0-1.000000e+02-1.262029e+01112.620290
cpd00108_e0-5.180882e+000.000000e+000.000000
cpd00116_e0-1.000000e+020.000000e+000.000000
cpd00117_e0-1.000000e+023.891992e-0199.610801
cpd00119_e04.504985e+01-2.653804e+00-42.396042
cpd00122_e00.000000e+000.000000e+00-5.180882
cpd00128_e0-1.000000e+021.000000e+020.000000
cpd00129_e03.173629e+00-6.192200e+003.018572
cpd00130_e0-5.293561e+015.293561e+010.000000
cpd00132_e0-8.667369e+01-6.752441e+0093.426136
cpd00137_e01.000000e+02-1.000000e+020.000000
cpd00141_e0-1.000000e+020.000000e+00100.000000
cpd00149_e01.314605e-01-7.003009e-04-0.130760
cpd00151_e0-9.860867e+019.860867e+010.000000
cpd00156_e0-1.000000e+020.000000e+00100.000000
cpd00157_e0-1.000000e+021.000000e+020.000000
cpd00159_e0-1.000000e+020.000000e+00100.000000
cpd00161_e0-1.000000e+02-7.106289e+00107.106289
cpd00164_e0-1.000000e+020.000000e+000.000000
cpd00166_e01.307602e-010.000000e+00-0.130760
cpd00179_e00.000000e+000.000000e+00-118.748282
cpd00182_e01.000000e+02-1.076747e+01-89.232534
cpd00184_e01.000000e+02-9.934163e+01-0.658367
cpd00205_e05.598513e+00-5.467753e+00-0.130760
cpd00207_e0-1.000000e+021.000000e+020.000000
cpd00209_e01.000000e+02-1.000000e+020.000000
cpd00214_e01.000000e+020.000000e+000.000000
cpd00218_e02.615204e-010.000000e+00-0.261520
cpd00220_e02.615204e-010.000000e+00-0.261520
cpd00221_e0-1.000000e+024.485018e+02-348.501843
cpd00226_e0-1.000000e+021.000000e+020.000000
cpd00232_e0-1.000000e+020.000000e+00100.000000
cpd00244_e09.047887e-03-9.047887e-030.000000
cpd00246_e01.000000e+02-1.000000e+020.000000
cpd00249_e0-8.324090e+01-4.695013e+0087.935917
cpd00254_e03.737646e-01-2.430044e-01-0.130760
cpd00263_e01.370069e-01-6.246684e-03-0.130760
cpd00264_e01.307602e-010.000000e+00-0.130760
cpd00276_e0-1.000000e+02-1.556797e+00-198.443203
cpd00277_e01.000000e+02-1.000000e+020.000000
cpd00280_e0-1.000000e+021.000000e+020.000000
cpd00281_e0-5.901708e+010.000000e+0059.017084
cpd00305_e01.370069e-01-6.246684e-03-0.130760
cpd00309_e0-1.000000e+021.000000e+020.000000
cpd00311_e01.000000e+02-9.348432e+01-6.515683
cpd00322_e02.022892e+01-8.138309e+00-12.090611
cpd00355_e06.381142e-02-6.381142e-020.000000
cpd00359_e01.000000e+02-1.000000e+020.000000
cpd00363_e01.000000e+021.911279e+02-291.127927
cpd00367_e01.000000e+02-4.496632e+00-95.503368
cpd00383_e06.246684e-03-6.246684e-030.000000
cpd00391_e0-1.874005e-021.874005e-020.000000
cpd00393_e03.922805e-010.000000e+00-0.392281
cpd00396_e01.694665e-140.000000e+000.000000
cpd00418_e02.187180e-01-2.187180e-010.000000
cpd00430_e0-1.000000e+020.000000e+00100.000000
cpd00438_e01.000000e+02-1.831555e+0283.155519
cpd00441_e0-1.000000e+021.000000e+020.000000
cpd00448_e0-1.000000e+021.000000e+020.000000
cpd00450_e0-1.000000e+021.000000e+020.000000
cpd00532_e01.000000e+02-1.000000e+020.000000
cpd00573_e01.000000e+02-1.000000e+020.000000
cpd00644_e02.804005e-01-1.888011e-02-0.261520
cpd00654_e01.000000e+02-1.618611e+01-83.813885
cpd00659_e0-1.093590e-011.093590e-010.000000
cpd00722_e0-1.000000e+021.000000e+020.000000
cpd00781_e0-1.000000e+021.000000e+020.000000
cpd00811_e01.000000e+02-1.000000e+020.000000
cpd00971_e01.307602e-01-1.545042e-17-0.130760
cpd01080_e06.291398e+00-6.291398e+000.000000
cpd01217_e0-1.000000e+021.000000e+020.000000
cpd01262_e02.041686e-130.000000e+000.000000
cpd02027_e01.249337e-02-1.249337e-020.000000
cpd02090_e07.246921e+01-7.246921e+010.000000
cpd03279_e02.513626e+01-2.513626e+010.000000
cpd03586_e05.450022e-01-5.450022e-010.000000
cpd03587_e01.000000e+020.000000e+000.000000
cpd03725_e01.307602e-010.000000e+00-0.130760
cpd08021_e01.000000e+02-1.000000e+020.000000
cpd10515_e04.241218e+01-4.228142e+01-0.130760
cpd10516_e0-4.183152e+014.183152e+010.000000
cpd11574_e01.960842e-04-1.960842e-040.000000
cpd11591_e01.000000e+020.000000e+00-100.000000
cpd11640_e01.000000e+024.997347e-02-100.049973
cpd11658_e02.968707e+000.000000e+000.000000
cpd14659_e01.000000e+02-1.000000e+020.000000
cpd15386_e07.783984e-01-7.783984e-010.000000
cpd15483_e0-1.000000e+020.000000e+000.000000
cpd15500_e01.307602e-010.000000e+00-0.130760
cpd15551_e09.053205e+000.000000e+00-9.053205
cpd15605_e01.000000e+020.000000e+00-100.000000
cpd15606_e01.000000e+020.000000e+00-100.000000
cpd15836_e0-3.980148e+010.000000e+0039.801483
cpd30760_e01.000000e+02-1.000000e+020.000000
cps_bt_e01.307602e-010.000000e+00-0.130760
galam_e01.000000e+020.000000e+00-100.000000
glyasn_e01.000000e+020.000000e+00-100.000000
hspg_degr_11_e01.000000e+020.000000e+000.000000
hspg_degr_12_e0-1.000000e+020.000000e+000.000000
hspg_degr_6_e01.000000e+020.000000e+000.000000
indlac_e0-1.000000e+020.000000e+00100.000000
l2n2m2mn_e0-4.740956e+010.000000e+0050.000000
leuleu_e06.454193e+010.000000e+00-64.541930
lps_bt_e05.448341e-010.000000e+00-0.544834
m2mn_e0-2.590441e+000.000000e+000.000000
pe_cer1_bt_e01.307602e-010.000000e+00-0.130760
pect_e05.128205e-010.000000e+000.000000
phearg_e01.000000e+020.000000e+00-100.000000
s2l2n2m2mn_e05.000000e+010.000000e+00-50.000000
sphmyln_bt_e01.307602e-010.000000e+00-0.130760
unsdigalur_e0-1.000000e+020.000000e+000.000000
zz_Environment0.000000e+002.059576e+031383.251596
zz_Species12.431891e+030.000000e+00939.845861
zz_Species22.574504e+038.615217e+020.000000
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" + ], + "text/plain": [ + " Environment Species1 Species2\n", + "Metabolite/Donor ID \n", + "4abzglu-e_e0 1.874005e-02 -1.874005e-02 0.000000\n", + "arabinan101_e0 -1.694665e-14 0.000000e+00 0.000000\n", + "arabttr_e0 5.479416e-13 0.000000e+00 0.000000\n", + "argarg_e0 -4.596235e+01 0.000000e+00 45.962345\n", + "cpd00001_e0 -3.101820e+01 2.822333e+02 77.894971\n", + "cpd00007_e0 1.000000e+02 -9.993462e+01 -0.065380\n", + "cpd00009_e0 -1.000000e+02 1.466024e+02 -46.602446\n", + "cpd00011_e0 -1.000000e+02 2.165347e+02 -116.534704\n", + "cpd00013_e0 -1.000000e+02 6.466535e+01 35.334653\n", + "cpd00020_e0 -1.000000e+02 1.000000e+02 0.000000\n", + "cpd00023_e0 -1.000000e+02 1.590171e+02 -59.017084\n", + "cpd00024_e0 4.687043e+01 -4.687043e+01 0.000000\n", + "cpd00025_e0 -5.000000e+01 5.000000e+01 0.000000\n", + "cpd00027_e0 -1.000000e+02 0.000000e+00 100.000000\n", + "cpd00028_e0 1.307602e-01 0.000000e+00 -0.130760\n", + "cpd00029_e0 -1.000000e+02 5.094867e+00 94.905133\n", + "cpd00030_e0 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EnvironmentSpecies1Species2
Donor ID
EnvironmentCa2+; Cl-; O2-; L-alanine-D-glutamate-meso-2,6...L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;...
Species1Acetate; Cu2+; Pyruvate; Adenine; Acetaldehyde...H+; L-Glutamine; L-Methionine; Deoxyadenosine;...
Species2PACT; Acetate; l2n2m2mn; D-Fructose; L-Lactate...L-Tryptophan; Fumarate; Ethanol; L-Glutamate; ...
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" + ], + "text/plain": [ + " Environment \\\n", + "Donor ID \n", + "Environment \n", + "Species1 Acetate; Cu2+; Pyruvate; Adenine; Acetaldehyde... \n", + "Species2 PACT; Acetate; l2n2m2mn; D-Fructose; L-Lactate... \n", + "\n", + " Species1 \\\n", + "Donor ID \n", + "Environment Ca2+; Cl-; O2-; L-alanine-D-glutamate-meso-2,6... \n", + "Species1 \n", + "Species2 L-Tryptophan; Fumarate; Ethanol; L-Glutamate; ... \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;... \n", + "Species1 H+; L-Glutamine; L-Methionine; Deoxyadenosine;... \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 900\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.97982278523135\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 50.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 1.3003844770885006e-14\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 45.89796369992497\n", + "ic| mssteadycom.py:123 in compute()- 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mssteadycom.py:123 in compute()\n", + " normalized_flux: 20.578930269697967\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 46.21969335534065\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 100.00000000000003\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.99999999928951\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 0.11110274535516099\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.99999999999999\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 50.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 89.58909789458201\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n" + ] + }, + { + "data": { + "image/png": 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leuleu_e06.477381e+010.000000e+00-6.477381e+01
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pe_cer1_bt_e01.328452e-010.000000e+00-1.328452e-01
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sphmyln_bt_e01.328452e-010.000000e+00-1.328452e-01
unsdigalur_e0-1.000000e+020.000000e+000.000000e+00
zz_Environment0.000000e+002.086077e+031.403934e+03
zz_Species12.376949e+030.000000e+001.110268e+03
zz_Species22.871276e+031.238881e+030.000000e+00
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EnvironmentSpecies1Species2
Donor ID
EnvironmentCa2+; Cl-; O2-; L-alanine-D-glutamate-meso-2,6...L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;...
Species1Cu2+; Adenine; Acetaldehyde; O-Acetyl-L-serine...H+; L-Glutamine; L-Methionine; L-Alanine; Deox...
Species2PACT; Acetate; l2n2m2mn; D-Fructose; L-Lactate...L-Tryptophan; NH3; Ethanol; L-Aspartate; L-Glu...
\n", + "
" + ], + "text/plain": [ + " Environment \\\n", + "Donor ID \n", + "Environment \n", + "Species1 Cu2+; Adenine; Acetaldehyde; O-Acetyl-L-serine... \n", + "Species2 PACT; Acetate; l2n2m2mn; D-Fructose; L-Lactate... \n", + "\n", + " Species1 \\\n", + "Donor ID \n", + "Environment Ca2+; Cl-; O2-; L-alanine-D-glutamate-meso-2,6... \n", + "Species1 \n", + "Species2 L-Tryptophan; NH3; Ethanol; L-Aspartate; L-Glu... \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;... \n", + "Species1 H+; L-Glutamine; L-Methionine; L-Alanine; Deox... \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 950\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 19.84219813501356\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 80.15780186498644\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.97962352405473\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 45.85745381840024\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in 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mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 94.6152934984687\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 84.64516731923013\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 0.11219994653091082\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 3.543648311267666\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 49.999999999999986\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 89.48628446729755\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 1.1740453744989553e-15\n" + ] + }, + { + "data": { + "image/png": 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Metabolite/Donor ID
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EnvironmentSpecies1Species2
Donor ID
Environment3'-CMP; Ca2+; Cl-; O2-; L-alanine-D-glutamate-...L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;...
Species1Acetate; Cu2+; Adenine; Acetaldehyde; O-Acetyl...H+; L-Glutamine; L-Methionine; L-Alanine; Deox...
Species2PACT; Acetate; D-Fructose; L-Lactate; Pyruvate...L-Tryptophan; NH3; Ethanol; L-Aspartate; L-Glu...
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" + ], + "text/plain": [ + " Environment \\\n", + "Donor ID \n", + "Environment \n", + "Species1 Acetate; Cu2+; Adenine; Acetaldehyde; O-Acetyl... \n", + "Species2 PACT; Acetate; D-Fructose; L-Lactate; Pyruvate... \n", + "\n", + " Species1 \\\n", + "Donor ID \n", + "Environment 3'-CMP; Ca2+; Cl-; O2-; L-alanine-D-glutamate-... \n", + "Species1 \n", + "Species2 L-Tryptophan; NH3; Ethanol; L-Aspartate; L-Glu... \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;... \n", + "Species1 H+; L-Glutamine; L-Methionine; L-Alanine; Deox... \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1000\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 18.24704331162539\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 81.75295668837461\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.97950543575158\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 45.833446416410254\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 91.11215209588097\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 98.5642531570465\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 74.29028416560746\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.40080137897716\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 97.94054311156614\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 2.0594568884338496\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 41.35408606448956\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 58.64591393551044\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 100.00000000000001\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 92.133267021232\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 15.593905242819993\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 81.6190127379039\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 100.00000000000001\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 86.24826301450621\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 94.5840873735607\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 99.9999999996793\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 0.11285018170066918\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 3.5641849053793226\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 50.000000000000014\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 89.42535406745715\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n" + ] + }, + { + "data": { + "image/png": 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EnvironmentSpecies1Species2
Donor ID
Environment3'-CMP; Ca2+; Cl-; O2-; L-alanine-D-glutamate-...L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;...
Species1Acetate; Cu2+; Adenine; Acetaldehyde; O-Acetyl...H+; L-Glutamine; L-Methionine; L-Alanine; Deox...
Species2PACT; Acetate; D-Fructose; L-Lactate; Pyruvate...L-Tryptophan; NH3; Ethanol; L-Aspartate; L-Glu...
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" + ], + "text/plain": [ + " Environment \\\n", + "Donor ID \n", + "Environment \n", + "Species1 Acetate; Cu2+; Adenine; Acetaldehyde; O-Acetyl... \n", + "Species2 PACT; Acetate; D-Fructose; L-Lactate; Pyruvate... \n", + "\n", + " Species1 \\\n", + "Donor ID \n", + "Environment 3'-CMP; Ca2+; Cl-; O2-; L-alanine-D-glutamate-... \n", + "Species1 \n", + "Species2 L-Tryptophan; NH3; Ethanol; L-Aspartate; L-Glu... \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;... \n", + "Species1 H+; L-Glutamine; L-Methionine; L-Alanine; Deox... \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1050\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 58.24687227670691\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 41.75312772329309\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.97939989007118\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.99999999999999\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 100.00000000000001\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 1.6959588943619152e-18\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " 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"ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 100.00000000058246\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.48034400657303\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 94.55619577379977\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 100.00000000000001\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 0.11343135283802717\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 3.582540227135075\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 50.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 3.238589994762759e-17\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 89.3708953248024\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n" + ] + }, + { + "data": { + "image/png": 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EnvironmentSpecies1Species2
Donor ID
Environment3'-CMP; Ca2+; Cl-; O2-; L-alanine-D-glutamate-...L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;...
Species1Acetate; Cu2+; Adenine; Acetaldehyde; O-Acetyl...Pyruvate; H+; L-Glutamine; L-Methionine; L-Ala...
Species2PACT; Acetate; D-Fructose; L-Lactate; Pyruvate...L-Tryptophan; H2; NH3; Uracil; Ethanol; L-Aspa...
\n", + "
" + ], + "text/plain": [ + " Environment \\\n", + "Donor ID \n", + "Environment \n", + "Species1 Acetate; Cu2+; Adenine; Acetaldehyde; O-Acetyl... \n", + "Species2 PACT; Acetate; D-Fructose; L-Lactate; Pyruvate... \n", + "\n", + " Species1 \\\n", + "Donor ID \n", + "Environment 3'-CMP; Ca2+; Cl-; O2-; L-alanine-D-glutamate-... \n", + "Species1 \n", + "Species2 L-Tryptophan; H2; NH3; Uracil; Ethanol; L-Aspa... \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;... \n", + "Species1 Pyruvate; H+; L-Glutamine; L-Methionine; L-Ala... \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1100\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 69.25648665315252\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 30.74351334684748\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.97930911490273\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 100.00000000000001\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 45.79353430476565\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| 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normalized_flux: 100.00000000000001\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 100.00000000000001\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.99999999999999\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 92.05791027407204\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 12.978204465493592\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 100.00000000000001\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 100.00000000168076\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 94.53220744328566\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 0.11393119241150898\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.74402962919248\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 3.5983268269968005\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 50.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 89.32405777050707\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 1.1253518181250306e-13\n" + ] + }, + { + "data": { + "image/png": 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" + ], + "text/plain": [ + " Environment Species1 Species2\n", + "Metabolite/Donor ID \n", + "4abzglu-e_e0 1.952356e-02 -1.952356e-02 0.000000\n", + "argarg_e0 -4.579353e+01 0.000000e+00 45.793534\n", + "cpd00001_e0 -1.000000e+02 -2.447069e+02 763.066342\n", + "cpd00007_e0 1.000000e+02 -9.993189e+01 -0.068114\n", + "cpd00009_e0 -1.000000e+02 1.485509e+02 -48.550855\n", + "cpd00011_e0 -1.000000e+02 3.325404e+02 -232.540353\n", + "cpd00013_e0 -1.000000e+02 2.793014e+02 -179.301446\n", + "cpd00020_e0 -1.000000e+02 -1.088665e+02 208.866501\n", + "cpd00023_e0 -1.000000e+02 2.000000e+02 -100.000000\n", + "cpd00024_e0 2.455690e+01 -2.455690e+01 0.000000\n", + "cpd00025_e0 -5.000000e+01 5.000000e+01 0.000000\n", + "cpd00027_e0 -1.000000e+02 0.000000e+00 100.000000\n", + "cpd00028_e0 1.362272e-01 0.000000e+00 -0.136227\n", + "cpd00029_e0 -1.000000e+02 6.925649e+01 30.743513\n", + "cpd00030_e0 1.563927e-01 -2.016559e-02 -0.136227\n", + "cpd00033_e0 -1.000000e+02 -2.815666e+02 381.566610\n", + 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EnvironmentSpecies1Species2
Donor ID
Environment3'-CMP; Ca2+; Cl-; O2-; L-alanine-D-glutamate-...L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;...
Species1Acetate; Cu2+; Adenine; Acetaldehyde; O-Acetyl...Pyruvate; H+; L-Glutamine; L-Methionine; L-Ala...
Species2PACT; Acetate; D-Fructose; L-Lactate; Pyruvate...L-Tryptophan; H2; NH3; Uracil; Fumarate; Ethan...
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" + ], + "text/plain": [ + " Environment \\\n", + "Donor ID \n", + "Environment \n", + "Species1 Acetate; Cu2+; Adenine; Acetaldehyde; O-Acetyl... \n", + "Species2 PACT; Acetate; D-Fructose; L-Lactate; Pyruvate... \n", + "\n", + " Species1 \\\n", + "Donor ID \n", + "Environment 3'-CMP; Ca2+; Cl-; O2-; L-alanine-D-glutamate-... \n", + "Species1 \n", + "Species2 L-Tryptophan; H2; NH3; Uracil; Fumarate; Ethan... \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;... \n", + "Species1 Pyruvate; H+; L-Glutamine; L-Methionine; L-Ala... \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1150\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 4.72473332547342\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 95.27526667452658\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.97925199189237\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 1.1442679927885837e-13\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.99999999999999\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 1.425583058806439e-14\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 100.00000000000001\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 45.78192117259122\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 91.00224146564317\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 98.54649814570162\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.39339145266156\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.99999999999999\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 92.03598390062446\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 13.014034450749067\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 87.18958281627063\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.99999999999999\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 1.0043343230316922e-15\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 94.51711206339573\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 100.00000000000001\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 100.00000000000001\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 0.11424573152632066\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 59.191395991534755\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 3.608261020706983\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 49.99999999999999\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 89.29458382796712\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n" + ] + }, + { + "data": { + "image/png": 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zz_Species22.570910e+032.592285e+030.000000e+00
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" + ], + "text/plain": [ + " Environment Species1 Species2\n", + "Metabolite/Donor ID \n", + "4abzglu-e_e0 1.957746e-02 -1.957746e-02 0.000000e+00\n", + "argarg_e0 -4.578192e+01 0.000000e+00 4.578192e+01\n", + "cpd00001_e0 -1.000000e+02 -3.032458e+02 8.165986e+02\n", + "cpd00007_e0 1.000000e+02 -9.993170e+01 -6.830162e-02\n", + "cpd00009_e0 -1.000000e+02 1.486849e+02 -4.868489e+01\n", + "cpd00011_e0 -1.000000e+02 4.534577e+02 -3.534577e+02\n", + "cpd00013_e0 -1.000000e+02 3.173454e+02 -2.173454e+02\n", + "cpd00020_e0 -1.000000e+02 -1.064853e+02 2.064853e+02\n", + "cpd00023_e0 -1.000000e+02 2.000000e+02 -1.000000e+02\n", + "cpd00024_e0 2.235004e+01 -2.235004e+01 0.000000e+00\n", + "cpd00025_e0 -5.000000e+01 5.000000e+01 0.000000e+00\n", + "cpd00027_e0 -1.000000e+02 0.000000e+00 1.000000e+02\n", + "cpd00028_e0 1.366032e-01 0.000000e+00 -1.366032e-01\n", + "cpd00029_e0 -1.000000e+02 4.724733e+00 9.527527e+01\n", + "cpd00030_e0 1.568245e-01 -2.022126e-02 -1.366032e-01\n", + "cpd00033_e0 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-9.722761e+01\n", + "cpd00122_e0 0.000000e+00 0.000000e+00 -5.412392e+00\n", + "cpd00128_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00129_e0 -1.000000e+02 -6.468901e+00 1.064689e+02\n", + "cpd00130_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00132_e0 -1.000000e+02 -7.054176e+00 1.070542e+02\n", + "cpd00137_e0 1.000000e+02 -1.000000e+02 0.000000e+00\n", + "cpd00141_e0 -1.000000e+02 0.000000e+00 1.000000e+02\n", + "cpd00149_e0 1.373348e-01 -7.315941e-04 -1.366032e-01\n", + "cpd00151_e0 -9.854650e+01 9.854650e+01 0.000000e+00\n", + "cpd00156_e0 -5.919140e+01 0.000000e+00 5.919140e+01\n", + "cpd00157_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00159_e0 -1.000000e+02 0.000000e+00 1.000000e+02\n", + "cpd00161_e0 -1.000000e+02 -7.423836e+00 1.074238e+02\n", + "cpd00164_e0 -1.000000e+02 0.000000e+00 0.000000e+00\n", + "cpd00166_e0 1.366032e-01 0.000000e+00 -1.366032e-01\n", + "cpd00179_e0 0.000000e+00 0.000000e+00 -1.841982e+02\n", + "cpd00182_e0 1.000000e+02 -9.365143e+01 -6.348569e+00\n", + "cpd00184_e0 1.000000e+02 -9.931221e+01 -6.877862e-01\n", + "cpd00205_e0 5.848685e+00 -5.712082e+00 -1.366032e-01\n", + "cpd00207_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00209_e0 1.000000e+02 -1.000000e+02 0.000000e+00\n", + "cpd00214_e0 1.000000e+02 0.000000e+00 0.000000e+00\n", + "cpd00218_e0 2.732065e-01 0.000000e+00 -2.732065e-01\n", + "cpd00220_e0 2.732065e-01 0.000000e+00 -2.732065e-01\n", + "cpd00221_e0 -1.000000e+02 1.000000e+03 -9.000000e+02\n", + "cpd00222_e0 1.000000e+02 -1.000000e+02 0.000000e+00\n", + "cpd00226_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00232_e0 -3.608261e+00 0.000000e+00 3.608261e+00\n", + "cpd00244_e0 9.452196e-03 -9.452196e-03 0.000000e+00\n", + "cpd00246_e0 4.000331e+01 -4.000331e+01 0.000000e+00\n", + "cpd00249_e0 -8.718958e+01 -4.904812e+00 9.209439e+01\n", + "cpd00254_e0 3.904664e-01 -2.538631e-01 -1.366032e-01\n", + "cpd00263_e0 1.431291e-01 -6.525819e-03 -1.366032e-01\n", + "cpd00264_e0 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EnvironmentSpecies1Species2
Donor ID
Environment3'-CMP; Ca2+; Cl-; O2-; L-alanine-D-glutamate-...L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;...
Species1Acetate; Cu2+; Adenine; Acetaldehyde; O-Acetyl...Pyruvate; H+; L-Glutamine; L-Methionine; L-Ala...
Species2PACT; Acetate; D-Fructose; L-Lactate; Pyruvate...L-Tryptophan; H2; NH3; Uracil; Fumarate; Ethan...
\n", + "
" + ], + "text/plain": [ + " Environment \\\n", + "Donor ID \n", + "Environment \n", + "Species1 Acetate; Cu2+; Adenine; Acetaldehyde; O-Acetyl... \n", + "Species2 PACT; Acetate; D-Fructose; L-Lactate; Pyruvate... \n", + "\n", + " Species1 \\\n", + "Donor ID \n", + "Environment 3'-CMP; Ca2+; Cl-; O2-; L-alanine-D-glutamate-... \n", + "Species1 \n", + "Species2 L-Tryptophan; H2; NH3; Uracil; Fumarate; Ethan... \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;... \n", + "Species1 Pyruvate; H+; L-Glutamine; L-Methionine; L-Ala... \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1200\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 76.0440754483182\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 23.955924551681804\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.97921452659179\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 1.1626768551385597e-13\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 17.13071276167318\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| 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compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.99999999999997\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 0.1144520284705698\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 38.84162596423943\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 3.614776565862281\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 50.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 89.27525273687343\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n" + ] + }, + { + "data": { + "image/png": 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cpd00644_e02.934592e-01-1.975939e-02-2.736998e-01
cpd00654_e01.000000e+02-1.000000e+020.000000e+00
cpd00659_e0-1.144520e-011.144520e-010.000000e+00
cpd00722_e0-1.000000e+021.000000e+020.000000e+00
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cpd01217_e0-1.000000e+021.000000e+020.000000e+00
cpd01262_e0-8.796317e+010.000000e+000.000000e+00
cpd01329_e08.191000e+00-8.191000e+000.000000e+00
cpd01757_e0-1.162677e-131.162677e-130.000000e+00
cpd02027_e01.307521e-02-1.307521e-020.000000e+00
cpd02090_e05.830463e+01-5.830463e+010.000000e+00
cpd03279_e02.630690e+01-2.630690e+010.000000e+00
cpd03454_e01.753960e+01-1.753960e+010.000000e+00
cpd03586_e05.703839e-01-5.703839e-010.000000e+00
cpd03587_e01.000000e+020.000000e+000.000000e+00
cpd03725_e01.368499e-010.000000e+00-1.368499e-01
cpd08021_e01.000000e+02-1.000000e+020.000000e+00
cpd10515_e01.000000e+02-9.986315e+01-1.368499e-01
cpd10516_e0-9.939230e+019.939230e+010.000000e+00
cpd11574_e02.052162e-04-2.052162e-040.000000e+00
cpd11591_e01.000000e+020.000000e+00-1.000000e+02
cpd11640_e01.000000e+022.003193e+02-3.003193e+02
cpd11658_e05.153087e+000.000000e+000.000000e+00
cpd14659_e01.000000e+02-1.000000e+020.000000e+00
cpd15386_e08.146498e-01-8.146498e-010.000000e+00
cpd15483_e0-1.000000e+020.000000e+000.000000e+00
cpd15500_e01.368499e-010.000000e+00-1.368499e-01
cpd15551_e01.000000e+020.000000e+00-1.000000e+02
cpd15605_e01.000000e+020.000000e+00-1.000000e+02
cpd15606_e01.000000e+020.000000e+00-1.000000e+02
cpd15836_e0-9.450721e+010.000000e+009.450721e+01
cpd30760_e01.000000e+02-1.000000e+020.000000e+00
cps_bt_e01.368499e-010.000000e+00-1.368499e-01
galam_e01.000000e+020.000000e+00-1.000000e+02
glyasn_e05.031083e+010.000000e+00-5.031083e+01
glypro_e01.279626e+010.000000e+00-1.279626e+01
ha_e01.101890e-140.000000e+000.000000e+00
hspg_degr_11_e01.000000e+020.000000e+000.000000e+00
hspg_degr_12_e0-1.000000e+020.000000e+000.000000e+00
hspg_degr_6_e01.000000e+020.000000e+000.000000e+00
indlac_e0-1.000000e+020.000000e+001.000000e+02
l2n2m2mn_e00.000000e+000.000000e+001.807388e+00
leuleu_e06.521917e+010.000000e+00-6.521917e+01
lps_bt_e05.702080e-010.000000e+00-5.702080e-01
m2mn_e0-1.807388e+000.000000e+000.000000e+00
pe_cer1_bt_e01.368499e-010.000000e+00-1.368499e-01
pect_e05.128205e-010.000000e+000.000000e+00
phearg_e01.000000e+020.000000e+00-1.000000e+02
pullulan1200_e02.199079e-010.000000e+000.000000e+00
s2l2n2m2m_e01.807388e+000.000000e+000.000000e+00
s2l2n2m2mn_e00.000000e+000.000000e+00-1.807388e+00
sphmyln_bt_e01.368499e-010.000000e+00-1.368499e-01
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zz_Environment0.000000e+002.392237e+031.182888e+03
zz_Species12.641205e+030.000000e+002.364024e+03
zz_Species22.592014e+032.632706e+030.000000e+00
\n", + "
" + ], + "text/plain": [ + " Environment Species1 Species2\n", + "Metabolite/Donor ID \n", + "4abzglu-e_e0 1.961281e-02 -1.961281e-02 0.000000e+00\n", + "argarg_e0 -4.577430e+01 0.000000e+00 4.577430e+01\n", + "cpd00001_e0 -1.000000e+02 -3.067572e+02 9.096609e+02\n", + "cpd00007_e0 1.000000e+02 -9.993158e+01 -6.842496e-02\n", + "cpd00009_e0 -1.000000e+02 1.487728e+02 -4.877281e+01\n", + "cpd00011_e0 -1.000000e+02 5.140214e+02 -4.140214e+02\n", + "cpd00013_e0 -1.000000e+02 3.215748e+02 -2.215748e+02\n", + "cpd00020_e0 -1.000000e+02 -1.487701e+02 2.487701e+02\n", + "cpd00023_e0 -1.000000e+02 2.000000e+02 -1.000000e+02\n", + "cpd00024_e0 -1.713071e+01 1.713071e+01 0.000000e+00\n", + "cpd00025_e0 -5.000000e+01 5.000000e+01 0.000000e+00\n", + "cpd00027_e0 -1.000000e+02 0.000000e+00 1.000000e+02\n", + "cpd00028_e0 1.368499e-01 0.000000e+00 -1.368499e-01\n", + "cpd00029_e0 -1.000000e+02 7.604408e+01 2.395592e+01\n", + "cpd00030_e0 1.571077e-01 -2.025777e-02 -1.368499e-01\n", + "cpd00033_e0 -1.000000e+02 -2.317932e+02 3.317932e+02\n", + "cpd00034_e0 1.468469e-01 -9.996963e-03 -1.368499e-01\n", + "cpd00035_e0 -1.000000e+02 -1.971839e+02 2.971839e+02\n", + "cpd00036_e0 -1.000000e+02 -6.897789e+02 7.897789e+02\n", + "cpd00039_e0 1.983887e+01 -1.006032e+01 -9.778554e+00\n", + "cpd00041_e0 -1.000000e+02 3.763977e+02 -2.763977e+02\n", + "cpd00048_e0 1.271754e-01 -1.271754e-01 0.000000e+00\n", + "cpd00051_e0 8.671617e+00 -8.671617e+00 0.000000e+00\n", + "cpd00053_e0 -1.000000e+02 -9.086536e+01 1.908654e+02\n", + "cpd00054_e0 1.040259e+01 0.000000e+00 -1.040259e+01\n", + "cpd00058_e0 -9.997921e+01 9.997921e+01 0.000000e+00\n", + "cpd00060_e0 -9.098599e+01 -4.499014e+00 9.548501e+01\n", + "cpd00063_e0 2.894428e-01 -1.525929e-01 -1.368499e-01\n", + "cpd00065_e0 3.283460e+00 9.833356e+01 -1.016170e+02\n", + "cpd00066_e0 -8.927525e+01 -5.431341e+00 9.470659e+01\n", + "cpd00067_e0 -1.000000e+02 -6.445736e+02 1.145086e+03\n", + "cpd00069_e0 -9.202160e+01 -4.042643e+00 9.606425e+01\n", 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-9.722260e+01\n", + "cpd00122_e0 0.000000e+00 0.000000e+00 -5.422165e+00\n", + "cpd00128_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00129_e0 -1.000000e+02 -6.480582e+00 1.064806e+02\n", + "cpd00130_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00132_e0 -1.000000e+02 -7.066914e+00 1.070669e+02\n", + "cpd00137_e0 1.000000e+02 -1.000000e+02 0.000000e+00\n", + "cpd00141_e0 -1.000000e+02 0.000000e+00 1.000000e+02\n", + "cpd00149_e0 1.375828e-01 -7.329151e-04 -1.368499e-01\n", + "cpd00151_e0 -9.854387e+01 9.854387e+01 0.000000e+00\n", + "cpd00156_e0 -3.884163e+01 0.000000e+00 3.884163e+01\n", + "cpd00157_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00159_e0 -1.000000e+02 0.000000e+00 1.000000e+02\n", + "cpd00161_e0 -1.000000e+02 -7.437242e+00 1.074372e+02\n", + "cpd00164_e0 -1.000000e+02 0.000000e+00 0.000000e+00\n", + "cpd00166_e0 1.368499e-01 0.000000e+00 -1.368499e-01\n", + "cpd00179_e0 0.000000e+00 0.000000e+00 -2.061235e+02\n", + "cpd00182_e0 1.000000e+02 -9.432900e+01 -5.671004e+00\n", + "cpd00184_e0 1.000000e+02 -9.931097e+01 -6.890282e-01\n", + "cpd00205_e0 5.859246e+00 -5.722396e+00 -1.368499e-01\n", + "cpd00207_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00209_e0 1.000000e+02 -1.000000e+02 0.000000e+00\n", + "cpd00214_e0 1.000000e+02 0.000000e+00 0.000000e+00\n", + "cpd00218_e0 2.736998e-01 0.000000e+00 -2.736998e-01\n", + "cpd00220_e0 2.736998e-01 0.000000e+00 -2.736998e-01\n", + "cpd00221_e0 -1.000000e+02 1.000000e+03 -9.000000e+02\n", + "cpd00226_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00232_e0 -3.614777e+00 0.000000e+00 3.614777e+00\n", + "cpd00244_e0 9.469264e-03 -9.469264e-03 0.000000e+00\n", + "cpd00246_e0 1.000000e+02 -1.000000e+02 0.000000e+00\n", + "cpd00249_e0 -1.000000e+02 -4.913668e+00 1.049137e+02\n", + "cpd00254_e0 3.911715e-01 -2.543216e-01 -1.368499e-01\n", + "cpd00263_e0 1.433875e-01 -6.537603e-03 -1.368499e-01\n", + "cpd00264_e0 1.368499e-01 0.000000e+00 -1.368499e-01\n", + "cpd00276_e0 -1.000000e+02 -1.629300e+00 -1.983707e+02\n", + "cpd00277_e0 1.000000e+02 -1.000000e+02 0.000000e+00\n", + "cpd00280_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00281_e0 -1.000000e+02 0.000000e+00 1.000000e+02\n", + "cpd00305_e0 1.433875e-01 -6.537603e-03 -1.368499e-01\n", + "cpd00309_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00311_e0 1.000000e+02 -9.318087e+01 -6.819130e+00\n", + "cpd00322_e0 2.117102e+01 -8.517324e+00 -1.265369e+01\n", + "cpd00355_e0 6.678323e-02 -6.678323e-02 0.000000e+00\n", + "cpd00359_e0 1.000000e+02 -1.000000e+02 0.000000e+00\n", + "cpd00363_e0 1.000000e+02 2.952527e+02 -3.952527e+02\n", + "cpd00367_e0 1.000000e+02 1.283355e+01 -1.128335e+02\n", + "cpd00383_e0 6.537603e-03 -6.537603e-03 0.000000e+00\n", + "cpd00391_e0 5.500262e+01 -5.500262e+01 0.000000e+00\n", + "cpd00393_e0 4.105497e-01 0.000000e+00 -4.105497e-01\n", + "cpd00418_e0 2.289041e-01 -2.289041e-01 0.000000e+00\n", + "cpd00430_e0 -1.000000e+02 0.000000e+00 1.000000e+02\n", + 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0.000000e+00\n", + "cpd01329_e0 8.191000e+00 -8.191000e+00 0.000000e+00\n", + "cpd01757_e0 -1.162677e-13 1.162677e-13 0.000000e+00\n", + "cpd02027_e0 1.307521e-02 -1.307521e-02 0.000000e+00\n", + "cpd02090_e0 5.830463e+01 -5.830463e+01 0.000000e+00\n", + "cpd03279_e0 2.630690e+01 -2.630690e+01 0.000000e+00\n", + "cpd03454_e0 1.753960e+01 -1.753960e+01 0.000000e+00\n", + "cpd03586_e0 5.703839e-01 -5.703839e-01 0.000000e+00\n", + "cpd03587_e0 1.000000e+02 0.000000e+00 0.000000e+00\n", + "cpd03725_e0 1.368499e-01 0.000000e+00 -1.368499e-01\n", + "cpd08021_e0 1.000000e+02 -1.000000e+02 0.000000e+00\n", + "cpd10515_e0 1.000000e+02 -9.986315e+01 -1.368499e-01\n", + "cpd10516_e0 -9.939230e+01 9.939230e+01 0.000000e+00\n", + "cpd11574_e0 2.052162e-04 -2.052162e-04 0.000000e+00\n", + "cpd11591_e0 1.000000e+02 0.000000e+00 -1.000000e+02\n", + "cpd11640_e0 1.000000e+02 2.003193e+02 -3.003193e+02\n", + "cpd11658_e0 5.153087e+00 0.000000e+00 0.000000e+00\n", + "cpd14659_e0 1.000000e+02 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EnvironmentSpecies1Species2
Donor ID
Environment3'-CMP; Ca2+; Cl-; O2-; L-alanine-D-glutamate-...L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;...
Species1Acetate; Cu2+; 2-Oxoglutarate; Adenine; Acetal...Pyruvate; H+; L-Glutamine; L-Methionine; L-Ala...
Species2PACT; Acetate; D-Fructose; L-Lactate; Pyruvate...L-Tryptophan; H2; NH3; Uracil; Fumarate; Ethan...
\n", + "
" + ], + "text/plain": [ + " Environment \\\n", + "Donor ID \n", + "Environment \n", + "Species1 Acetate; Cu2+; 2-Oxoglutarate; Adenine; Acetal... \n", + "Species2 PACT; Acetate; D-Fructose; L-Lactate; Pyruvate... \n", + "\n", + " Species1 \\\n", + "Donor ID \n", + "Environment 3'-CMP; Ca2+; Cl-; O2-; L-alanine-D-glutamate-... \n", + "Species1 \n", + "Species2 L-Tryptophan; H2; NH3; Uracil; Fumarate; Ethan... \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;... \n", + "Species1 Pyruvate; H+; L-Glutamine; L-Methionine; L-Ala... \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1250\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.97919659817202\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 48.205031105589946\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 6.690838926133511e-31\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 45.77065960579824\n", + "ic| mssteadycom.py:123 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compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 0.114550748570582\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 32.95052532539644\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 3.617894475687549\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 50.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 89.26600215270662\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 1.301307056298413e-15\n" + ] + }, + { + "data": { + "image/png": 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cpd00393_e04.109039e-010.000000e+00-4.109039e-01
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cpd00430_e0-1.000000e+020.000000e+001.000000e+02
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cpd00536_e0-6.690839e-319.759138e-160.000000e+00
cpd00573_e01.000000e+02-1.000000e+020.000000e+00
cpd00644_e02.937123e-01-1.977644e-02-2.739359e-01
cpd00654_e01.000000e+02-1.000000e+020.000000e+00
cpd00659_e0-1.145507e-011.145507e-010.000000e+00
cpd00672_e01.113193e-14-1.113193e-140.000000e+00
cpd00722_e0-1.000000e+021.000000e+020.000000e+00
cpd00781_e0-1.000000e+021.000000e+020.000000e+00
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cpd00908_e02.743396e-16-2.743396e-160.000000e+00
cpd00971_e01.369680e-010.000000e+00-1.369680e-01
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cpd01217_e0-1.000000e+021.000000e+020.000000e+00
cpd01262_e0-1.000000e+020.000000e+000.000000e+00
cpd01329_e05.092192e+00-5.092192e+000.000000e+00
cpd01741_e06.221636e-19-6.221636e-190.000000e+00
cpd02027_e01.308648e-02-1.308648e-020.000000e+00
cpd02090_e04.118534e+01-4.118534e+010.000000e+00
cpd03279_e09.160010e+00-9.160010e+000.000000e+00
cpd03454_e01.755473e+01-1.755473e+010.000000e+00
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cpd03725_e01.369680e-010.000000e+00-1.369680e-01
cpd08021_e01.000000e+02-1.000000e+020.000000e+00
cpd10515_e01.000000e+02-9.986303e+01-1.369680e-01
cpd10516_e0-9.939177e+019.939177e+010.000000e+00
cpd11574_e02.053932e-04-2.053932e-040.000000e+00
cpd11591_e01.000000e+020.000000e+00-1.000000e+02
cpd11640_e01.000000e+022.294291e+02-3.294291e+02
cpd11658_e05.490959e+000.000000e+000.000000e+00
cpd14659_e01.000000e+02-1.000000e+020.000000e+00
cpd15386_e08.153525e-01-8.153525e-010.000000e+00
cpd15483_e0-1.000000e+020.000000e+000.000000e+00
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cpd15605_e01.000000e+020.000000e+00-1.000000e+02
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cpd15836_e0-9.450247e+010.000000e+009.450247e+01
cpd30760_e01.000000e+02-1.000000e+020.000000e+00
cps_bt_e01.369680e-010.000000e+00-1.369680e-01
galam_e01.000000e+020.000000e+00-1.000000e+02
glyasn_e04.268491e+010.000000e+00-4.268491e+01
glypro_e01.280730e+010.000000e+00-1.280730e+01
hspg_degr_11_e01.000000e+020.000000e+000.000000e+00
hspg_degr_12_e0-1.000000e+020.000000e+000.000000e+00
hspg_degr_6_e01.000000e+020.000000e+000.000000e+00
indlac_e0-1.000000e+020.000000e+001.000000e+02
l2n2m2mn_e00.000000e+000.000000e+001.808947e+00
leuleu_e06.523230e+010.000000e+00-6.523230e+01
levan1000_e01.491006e-010.000000e+000.000000e+00
levantttr_e0-3.727516e+010.000000e+000.000000e+00
lps_bt_e05.706998e-010.000000e+00-5.706998e-01
m2mn_e0-1.808947e+000.000000e+000.000000e+00
pe_cer1_bt_e01.369680e-010.000000e+00-1.369680e-01
pect_e05.128205e-010.000000e+000.000000e+00
phearg_e01.000000e+020.000000e+00-1.000000e+02
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zz_Environment0.000000e+002.417077e+031.175333e+03
zz_Species12.796233e+030.000000e+002.438616e+03
zz_Species22.562149e+032.657075e+030.000000e+00
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" + ], + "text/plain": [ + " Environment Species1 Species2\n", + "Metabolite/Donor ID \n", + "4abzglu-e_e0 1.962973e-02 -1.962973e-02 0.000000e+00\n", + "argarg_e0 -4.577066e+01 0.000000e+00 4.577066e+01\n", + "cpd00001_e0 -1.000000e+02 -3.080598e+02 9.736189e+02\n", + "cpd00007_e0 1.000000e+02 -9.993152e+01 -6.848398e-02\n", + "cpd00009_e0 -1.000000e+02 1.488149e+02 -4.881487e+01\n", + "cpd00011_e0 -1.000000e+02 5.314622e+02 -4.314622e+02\n", + "cpd00013_e0 -1.000000e+02 3.319912e+02 -2.319912e+02\n", + "cpd00018_e0 1.716959e+01 -1.716959e+01 0.000000e+00\n", + "cpd00020_e0 -1.000000e+02 -1.534898e+02 2.534898e+02\n", + "cpd00023_e0 -1.000000e+02 2.000000e+02 -1.000000e+02\n", + "cpd00024_e0 -4.820503e+01 4.820503e+01 0.000000e+00\n", + "cpd00025_e0 -5.000000e+01 5.000000e+01 0.000000e+00\n", + "cpd00027_e0 -1.000000e+02 0.000000e+00 1.000000e+02\n", + "cpd00028_e0 1.369680e-01 0.000000e+00 -1.369680e-01\n", + "cpd00029_e0 -1.000000e+02 1.293185e+02 -2.931847e+01\n", + "cpd00030_e0 1.572432e-01 -2.027525e-02 -1.369680e-01\n", + "cpd00033_e0 -1.000000e+02 -2.241513e+02 3.241513e+02\n", + "cpd00034_e0 1.469735e-01 -1.000559e-02 -1.369680e-01\n", + "cpd00035_e0 -1.000000e+02 -2.194037e+02 3.194037e+02\n", + "cpd00036_e0 -1.000000e+02 -6.984687e+02 7.984687e+02\n", + "cpd00039_e0 1.985598e+01 -1.006899e+01 -9.786988e+00\n", + "cpd00041_e0 -1.000000e+02 3.976158e+02 -2.976158e+02\n", + "cpd00048_e0 1.272851e-01 -1.272851e-01 0.000000e+00\n", + "cpd00051_e0 8.679097e+00 -8.679097e+00 0.000000e+00\n", + "cpd00053_e0 -1.000000e+02 -9.085748e+01 1.908575e+02\n", + "cpd00054_e0 1.041156e+01 0.000000e+00 -1.041156e+01\n", + "cpd00058_e0 -9.997920e+01 9.997920e+01 0.000000e+00\n", + "cpd00060_e0 -9.097822e+01 -4.502895e+00 9.548111e+01\n", + "cpd00063_e0 2.896925e-01 -1.527246e-01 -1.369680e-01\n", + "cpd00064_e0 -1.301307e-15 1.301307e-15 0.000000e+00\n", + "cpd00065_e0 3.286292e+00 9.833212e+01 -1.016184e+02\n", + "cpd00066_e0 -8.926600e+01 -5.436026e+00 9.470203e+01\n", + 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1.012230e+02\n", + "cpd00118_e0 1.335444e-15 -1.335444e-15 0.000000e+00\n", + "cpd00119_e0 1.000000e+02 -2.779792e+00 -9.722021e+01\n", + "cpd00122_e0 0.000000e+00 0.000000e+00 -5.426842e+00\n", + "cpd00128_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00129_e0 -1.000000e+02 -6.486172e+00 1.064862e+02\n", + "cpd00130_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00132_e0 -1.000000e+02 -7.073010e+00 1.070730e+02\n", + "cpd00137_e0 1.000000e+02 -1.000000e+02 0.000000e+00\n", + "cpd00141_e0 -1.000000e+02 0.000000e+00 1.000000e+02\n", + "cpd00149_e0 1.377015e-01 -7.335473e-04 -1.369680e-01\n", + "cpd00151_e0 -9.854262e+01 9.854262e+01 0.000000e+00\n", + "cpd00156_e0 -3.295053e+01 0.000000e+00 3.295053e+01\n", + "cpd00157_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00159_e0 -1.000000e+02 0.000000e+00 1.000000e+02\n", + "cpd00161_e0 -1.000000e+02 -7.443657e+00 1.074437e+02\n", + "cpd00164_e0 -1.000000e+02 1.113193e-14 0.000000e+00\n", + "cpd00166_e0 1.369680e-01 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EnvironmentSpecies1Species2
Donor ID
Environment3'-CMP; Ca2+; Cl-; O2-; L-alanine-D-glutamate-...L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;...
Species1Acetate; Cu2+; 2-Oxoglutarate; Adenine; Acetal...Pyruvate; H+; L-Glutamine; L-Methionine; L-Ala...
Species2PACT; D-Fructose; L-Lactate; Pyruvate; H+; arg...Acetate; L-Tryptophan; H2; NH3; Uracil; Fumara...
\n", + "
" + ], + "text/plain": [ + " Environment \\\n", + "Donor ID \n", + "Environment \n", + "Species1 Acetate; Cu2+; 2-Oxoglutarate; Adenine; Acetal... \n", + "Species2 PACT; D-Fructose; L-Lactate; Pyruvate; H+; arg... \n", + "\n", + " Species1 \\\n", + "Donor ID \n", + "Environment 3'-CMP; Ca2+; Cl-; O2-; L-alanine-D-glutamate-... \n", + "Species1 \n", + "Species2 Acetate; L-Tryptophan; H2; NH3; Uracil; Fumara... \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;... \n", + "Species1 Pyruvate; H+; L-Glutamine; L-Methionine; L-Ala... \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1300\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.97919659817198\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 48.205031105300215\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 45.770659605798265\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- 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normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 100.00000000000001\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 100.00000000000001\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 100.00000000000001\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 100.00000000000001\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 92.01472130622709\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 13.04877975167837\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.99999999999999\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 94.50247366728158\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 6.404263951126745e-16\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 0.11455074857058137\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 32.95052532556966\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 3.6178944756875397\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 50.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 89.26600215270672\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 1.8802795745468744e-18\n" + ] + }, + { + "data": { + "image/png": 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cpd00418_e02.291015e-01-2.291015e-010.000000
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cpd00450_e0-1.000000e+021.000000e+020.000000
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cpd00644_e02.937123e-01-1.977644e-02-0.273936
cpd00654_e01.000000e+02-1.000000e+020.000000
cpd00659_e0-1.145507e-011.145507e-010.000000
cpd00722_e0-1.000000e+021.000000e+020.000000
cpd00781_e0-1.000000e+021.000000e+020.000000
cpd00811_e01.000000e+02-1.000000e+020.000000
cpd00908_e0-6.404264e-166.404264e-160.000000
cpd00971_e01.369680e-012.329600e-17-0.136968
cpd00988_e01.716959e+01-1.716959e+010.000000
cpd01015_e01.000000e+02-1.000000e+020.000000
cpd01217_e0-1.000000e+021.000000e+020.000000
cpd01262_e0-1.000000e+020.000000e+000.000000
cpd01329_e05.092192e+00-5.092192e+000.000000
cpd01741_e0-1.880280e-181.880280e-180.000000
cpd02027_e01.308648e-02-1.308648e-020.000000
cpd02090_e04.118534e+01-4.118534e+010.000000
cpd03279_e09.160010e+00-9.160010e+000.000000
cpd03454_e01.755473e+01-1.755473e+010.000000
cpd03586_e05.708759e-01-5.708759e-010.000000
cpd03587_e01.000000e+020.000000e+000.000000
cpd03725_e01.369680e-010.000000e+00-0.136968
cpd03847_e09.266609e-19-9.266609e-190.000000
cpd08021_e01.000000e+02-1.000000e+020.000000
cpd10515_e01.000000e+02-9.986303e+01-0.136968
cpd10516_e0-9.939177e+019.939177e+010.000000
cpd11574_e02.053932e-04-2.053932e-040.000000
cpd11591_e01.000000e+020.000000e+00-100.000000
cpd11640_e01.000000e+022.294291e+02-329.429117
cpd11658_e05.490959e+000.000000e+000.000000
cpd14659_e01.000000e+02-1.000000e+020.000000
cpd15386_e08.153525e-01-8.153525e-010.000000
cpd15432_e0-1.518241e-140.000000e+000.000000
cpd15482_e01.518241e-140.000000e+000.000000
cpd15483_e0-1.000000e+020.000000e+000.000000
cpd15500_e01.369680e-010.000000e+00-0.136968
cpd15551_e01.000000e+020.000000e+00-100.000000
cpd15605_e01.000000e+020.000000e+00-100.000000
cpd15606_e01.000000e+020.000000e+00-100.000000
cpd15836_e0-9.450247e+010.000000e+0094.502474
cpd30760_e01.000000e+02-1.000000e+020.000000
cps_bt_e01.369680e-010.000000e+00-0.136968
galam_e01.000000e+020.000000e+00-100.000000
glyasn_e04.268491e+010.000000e+00-42.684915
glypro_e01.280730e+010.000000e+00-12.807296
hspg_degr_11_e01.000000e+020.000000e+000.000000
hspg_degr_12_e0-1.000000e+020.000000e+000.000000
hspg_degr_6_e01.000000e+020.000000e+000.000000
indlac_e0-1.000000e+020.000000e+00100.000000
l2n2m2mn_e00.000000e+000.000000e+001.808947
leuleu_e06.523230e+010.000000e+00-65.232301
levan1000_e01.491006e-010.000000e+000.000000
levantttr_e0-3.727516e+010.000000e+000.000000
lps_bt_e05.706998e-010.000000e+00-0.570700
m2mn_e0-1.808947e+000.000000e+000.000000
pe_cer1_bt_e01.369680e-010.000000e+00-0.136968
pect_e05.128205e-010.000000e+000.000000
phearg_e01.000000e+020.000000e+00-100.000000
pullulan1200_e02.500000e-010.000000e+000.000000
s2l2n2m2m_e01.808947e+000.000000e+000.000000
s2l2n2m2mn_e00.000000e+000.000000e+00-1.808947
sphmyln_bt_e01.369680e-010.000000e+00-0.136968
unsdigalur_e0-1.000000e+020.000000e+000.000000
zz_Environment0.000000e+002.417077e+031175.333382
zz_Species12.696233e+030.000000e+002438.615659
zz_Species22.462149e+032.657075e+030.000000
\n", + "
" + ], + "text/plain": [ + " Environment Species1 Species2\n", + "Metabolite/Donor ID \n", + "4abzglu-e_e0 1.962973e-02 -1.962973e-02 0.000000\n", + "amannan140_e0 -5.550274e-15 0.000000e+00 0.000000\n", + "arabinan101_e0 -1.740270e-14 0.000000e+00 0.000000\n", + "arabttr_e0 5.626872e-13 0.000000e+00 0.000000\n", + "argarg_e0 -4.577066e+01 0.000000e+00 45.770660\n", + "cpd00001_e0 -1.000000e+02 -3.080598e+02 973.618899\n", + "cpd00007_e0 1.000000e+02 -9.993152e+01 -0.068484\n", + "cpd00009_e0 -1.000000e+02 1.488149e+02 -48.814874\n", + "cpd00011_e0 -1.000000e+02 5.314622e+02 -431.462248\n", + "cpd00013_e0 -1.000000e+02 3.319912e+02 -231.991188\n", + "cpd00020_e0 -1.000000e+02 -1.534898e+02 253.489836\n", + "cpd00023_e0 -1.000000e+02 2.000000e+02 -100.000000\n", + "cpd00024_e0 -4.820503e+01 4.820503e+01 0.000000\n", + "cpd00025_e0 -5.000000e+01 5.000000e+01 0.000000\n", + "cpd00027_e0 -1.000000e+02 0.000000e+00 100.000000\n", + "cpd00028_e0 1.369680e-01 0.000000e+00 -0.136968\n", + "cpd00029_e0 -1.000000e+02 1.293185e+02 -29.318473\n", + "cpd00030_e0 1.572432e-01 -2.027525e-02 -0.136968\n", + "cpd00033_e0 -1.000000e+02 -2.241513e+02 324.151284\n", + "cpd00034_e0 1.469735e-01 -1.000559e-02 -0.136968\n", + "cpd00035_e0 -1.000000e+02 -2.194037e+02 319.403702\n", + "cpd00036_e0 -1.000000e+02 -6.984687e+02 798.468660\n", + "cpd00039_e0 1.985598e+01 -1.006899e+01 -9.786988\n", + "cpd00041_e0 -1.000000e+02 3.976158e+02 -297.615821\n", + "cpd00048_e0 1.272851e-01 -1.272851e-01 0.000000\n", + "cpd00051_e0 8.679097e+00 -8.679097e+00 0.000000\n", + "cpd00053_e0 -1.000000e+02 -9.085748e+01 190.857477\n", + "cpd00054_e0 1.041156e+01 0.000000e+00 -10.411560\n", + "cpd00058_e0 -9.997920e+01 9.997920e+01 0.000000\n", + "cpd00060_e0 -9.097822e+01 -4.502895e+00 95.481114\n", + "cpd00063_e0 2.896925e-01 -1.527246e-01 -0.136968\n", + "cpd00064_e0 2.641176e-15 -2.641176e-15 0.000000\n", + "cpd00065_e0 3.286292e+00 9.833212e+01 -101.618411\n", + "cpd00066_e0 -8.926600e+01 -5.436026e+00 94.702028\n", + "cpd00067_e0 -1.000000e+02 -6.898367e+02 1190.349505\n", + "cpd00069_e0 -9.201472e+01 -4.046130e+00 96.060851\n", + "cpd00071_e0 -1.000000e+02 1.000000e+02 0.000000\n", + "cpd00075_e0 1.000000e+02 -1.000000e+02 0.000000\n", + "cpd00080_e0 1.000000e+02 -1.000000e+02 0.000000\n", + "cpd00082_e0 -1.000000e+02 0.000000e+00 100.000000\n", + "cpd00084_e0 5.623726e+00 -2.738948e+00 -2.884778\n", + "cpd00092_e0 -1.000000e+02 1.006896e+02 -0.689623\n", + "cpd00099_e0 1.527246e-01 -1.527246e-01 0.000000\n", + "cpd00100_e0 1.000000e+02 -1.000000e+02 0.000000\n", + "cpd00104_e0 1.370266e-01 -5.868379e-05 -0.136968\n", + "cpd00105_e0 -1.304878e+01 0.000000e+00 13.048780\n", + "cpd00106_e0 -1.000000e+02 1.208815e+02 -20.881482\n", + "cpd00107_e0 -1.000000e+02 -1.321943e+01 113.219432\n", + "cpd00108_e0 -3.617894e+00 0.000000e+00 0.000000\n", + "cpd00116_e0 -1.000000e+02 0.000000e+00 0.000000\n", + "cpd00117_e0 -1.000000e+02 -1.223029e+00 101.223029\n", + "cpd00118_e0 2.087120e-15 -2.087120e-15 0.000000\n", + "cpd00119_e0 1.000000e+02 -2.779792e+00 -97.220208\n", + "cpd00122_e0 0.000000e+00 0.000000e+00 -5.426842\n", + "cpd00128_e0 -1.000000e+02 1.000000e+02 0.000000\n", + "cpd00129_e0 -1.000000e+02 -6.486172e+00 106.486172\n", + "cpd00130_e0 -1.000000e+02 1.000000e+02 0.000000\n", + "cpd00132_e0 -1.000000e+02 -7.073010e+00 107.073010\n", + "cpd00137_e0 1.000000e+02 -1.000000e+02 0.000000\n", + "cpd00141_e0 -1.000000e+02 0.000000e+00 100.000000\n", + "cpd00149_e0 1.377015e-01 -7.335473e-04 -0.136968\n", + "cpd00151_e0 -9.854262e+01 9.854262e+01 0.000000\n", + "cpd00156_e0 -3.295053e+01 0.000000e+00 32.950525\n", + "cpd00157_e0 -1.000000e+02 1.000000e+02 0.000000\n", + "cpd00159_e0 -1.000000e+02 0.000000e+00 100.000000\n", + "cpd00161_e0 -1.000000e+02 -7.443657e+00 107.443657\n", + "cpd00164_e0 -1.000000e+02 0.000000e+00 0.000000\n", + "cpd00166_e0 1.369680e-01 -1.112043e-17 -0.136968\n", + "cpd00179_e0 0.000000e+00 0.000000e+00 -219.638348\n", + "cpd00182_e0 1.000000e+02 -9.363448e+01 -6.365518\n", + "cpd00184_e0 1.000000e+02 -9.931038e+01 -0.689623\n", + "cpd00205_e0 5.864300e+00 -5.727332e+00 -0.136968\n", + "cpd00207_e0 -1.000000e+02 1.000000e+02 0.000000\n", + "cpd00209_e0 1.000000e+02 -1.000000e+02 0.000000\n", + "cpd00214_e0 1.000000e+02 0.000000e+00 0.000000\n", + "cpd00218_e0 2.739359e-01 0.000000e+00 -0.273936\n", + "cpd00220_e0 2.739359e-01 0.000000e+00 -0.273936\n", + "cpd00221_e0 -1.000000e+02 1.000000e+03 -900.000000\n", + "cpd00226_e0 -1.000000e+02 1.000000e+02 0.000000\n", + "cpd00232_e0 -3.617894e+00 0.000000e+00 3.617894\n", + "cpd00244_e0 9.477431e-03 -9.477431e-03 0.000000\n", + "cpd00246_e0 1.000000e+02 -1.000000e+02 0.000000\n", + "cpd00249_e0 -1.000000e+02 -4.917907e+00 104.917907\n", + "cpd00254_e0 3.915089e-01 -2.545409e-01 -0.136968\n", + "cpd00263_e0 1.435112e-01 -6.543242e-03 -0.136968\n", + "cpd00264_e0 1.369680e-01 1.089334e-15 -0.136968\n", + "cpd00276_e0 -1.000000e+02 -1.630705e+00 -198.369295\n", + "cpd00277_e0 1.000000e+02 -9.931038e+01 -0.689623\n", + "cpd00280_e0 -1.000000e+02 1.000000e+02 0.000000\n", + "cpd00281_e0 -1.000000e+02 0.000000e+00 100.000000\n", + "cpd00305_e0 1.435112e-01 -6.543242e-03 -0.136968\n", + "cpd00309_e0 -1.000000e+02 1.000000e+02 0.000000\n", + "cpd00311_e0 1.000000e+02 -9.386461e+01 -6.135390\n", + "cpd00322_e0 2.118928e+01 -8.524671e+00 -12.664606\n", + "cpd00355_e0 6.684083e-02 -6.684083e-02 0.000000\n", + "cpd00359_e0 1.000000e+02 -1.000000e+02 0.000000\n", + "cpd00363_e0 1.000000e+02 2.556953e+02 -355.695274\n", + "cpd00367_e0 1.000000e+02 1.284462e+01 -112.844619\n", + "cpd00383_e0 6.543242e-03 -6.543242e-03 0.000000\n", + "cpd00391_e0 1.000000e+02 -1.000000e+02 0.000000\n", + "cpd00393_e0 4.109039e-01 0.000000e+00 -0.410904\n", + "cpd00396_e0 1.740270e-14 0.000000e+00 0.000000\n", + "cpd00418_e0 2.291015e-01 -2.291015e-01 0.000000\n", + "cpd00430_e0 -1.000000e+02 0.000000e+00 100.000000\n", + "cpd00438_e0 1.000000e+02 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0.000000e+00 0.000000\n", + "cpd01329_e0 5.092192e+00 -5.092192e+00 0.000000\n", + "cpd01741_e0 -1.880280e-18 1.880280e-18 0.000000\n", + "cpd02027_e0 1.308648e-02 -1.308648e-02 0.000000\n", + "cpd02090_e0 4.118534e+01 -4.118534e+01 0.000000\n", + "cpd03279_e0 9.160010e+00 -9.160010e+00 0.000000\n", + "cpd03454_e0 1.755473e+01 -1.755473e+01 0.000000\n", + "cpd03586_e0 5.708759e-01 -5.708759e-01 0.000000\n", + "cpd03587_e0 1.000000e+02 0.000000e+00 0.000000\n", + "cpd03725_e0 1.369680e-01 0.000000e+00 -0.136968\n", + "cpd03847_e0 9.266609e-19 -9.266609e-19 0.000000\n", + "cpd08021_e0 1.000000e+02 -1.000000e+02 0.000000\n", + "cpd10515_e0 1.000000e+02 -9.986303e+01 -0.136968\n", + "cpd10516_e0 -9.939177e+01 9.939177e+01 0.000000\n", + "cpd11574_e0 2.053932e-04 -2.053932e-04 0.000000\n", + "cpd11591_e0 1.000000e+02 0.000000e+00 -100.000000\n", + "cpd11640_e0 1.000000e+02 2.294291e+02 -329.429117\n", + "cpd11658_e0 5.490959e+00 0.000000e+00 0.000000\n", + "cpd14659_e0 1.000000e+02 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EnvironmentSpecies1Species2
Donor ID
Environment3'-CMP; Ca2+; Cl-; O2-; L-alanine-D-glutamate-...L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;...
Species1Acetate; Cu2+; 2-Oxoglutarate; Adenine; Acetal...Pyruvate; H+; L-Glutamine; L-Methionine; L-Ala...
Species2PACT; D-Fructose; L-Lactate; Pyruvate; H+; arg...Acetate; L-Tryptophan; H2; NH3; Uracil; Fumara...
\n", + "
" + ], + "text/plain": [ + " Environment \\\n", + "Donor ID \n", + "Environment \n", + "Species1 Acetate; Cu2+; 2-Oxoglutarate; Adenine; Acetal... \n", + "Species2 PACT; D-Fructose; L-Lactate; Pyruvate; H+; arg... \n", + "\n", + " Species1 \\\n", + "Donor ID \n", + "Environment 3'-CMP; Ca2+; Cl-; O2-; L-alanine-D-glutamate-... \n", + "Species1 \n", + "Species2 Acetate; L-Tryptophan; H2; NH3; Uracil; Fumara... \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;... \n", + "Species1 Pyruvate; H+; L-Glutamine; L-Methionine; L-Ala... \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1350\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.97919659817202\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 48.205031105557474\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 1.4046718920193321e-14\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 100.00000000000001\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 45.77065960579824\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 90.9782189513971\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 98.54261753822945\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.99999999999997\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 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normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 94.50247366728158\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 7.468027623612369e-17\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.99999999999997\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 0.11455074857058221\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 32.95052532540665\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 99.99999999999999\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 3.617894475687091\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 50.0\n", + "ic| mssteadycom.py:123 in compute()\n", + " normalized_flux: 89.26600215270662\n", + "ic| mssteadycom.py:123 in compute()- normalized_flux: 100.0\n" + ] + }, + { + "data": { + "image/png": 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cpd00322_e02.118928e+01-8.524671e+00-1.266461e+01
cpd00355_e06.684083e-02-6.684083e-020.000000e+00
cpd00359_e01.000000e+02-1.000000e+020.000000e+00
cpd00363_e01.000000e+022.556953e+02-3.556953e+02
cpd00367_e01.000000e+021.284462e+01-1.128446e+02
cpd00383_e06.543242e-03-6.543242e-030.000000e+00
cpd00391_e01.000000e+02-1.000000e+020.000000e+00
cpd00393_e04.109039e-010.000000e+00-4.109039e-01
cpd00418_e02.291015e-01-2.291015e-010.000000e+00
cpd00430_e0-1.000000e+020.000000e+001.000000e+02
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cpd00450_e0-1.000000e+021.000000e+020.000000e+00
cpd00532_e01.000000e+02-1.000000e+020.000000e+00
cpd00573_e0-1.404672e-141.404672e-140.000000e+00
cpd00644_e02.937123e-01-1.977644e-02-2.739359e-01
cpd00654_e01.000000e+02-1.000000e+020.000000e+00
cpd00659_e0-1.145507e-011.145507e-010.000000e+00
cpd00722_e0-1.000000e+021.000000e+020.000000e+00
cpd00731_e02.101641e-16-2.101641e-160.000000e+00
cpd00781_e0-1.000000e+021.000000e+020.000000e+00
cpd00811_e01.000000e+02-1.000000e+020.000000e+00
cpd00832_e01.917885e-130.000000e+000.000000e+00
cpd00971_e01.369680e-012.076226e-17-1.369680e-01
cpd00988_e01.716959e+01-1.716959e+010.000000e+00
cpd01015_e01.000000e+02-1.000000e+020.000000e+00
cpd01217_e0-1.000000e+021.000000e+020.000000e+00
cpd01262_e0-1.000000e+020.000000e+000.000000e+00
cpd01329_e05.092192e+00-5.092192e+000.000000e+00
cpd02027_e01.308648e-02-1.308648e-020.000000e+00
cpd02090_e04.118534e+01-4.118534e+010.000000e+00
cpd03279_e09.160010e+00-9.160010e+000.000000e+00
cpd03453_e00.000000e+001.726017e-170.000000e+00
cpd03454_e01.755473e+01-1.755473e+010.000000e+00
cpd03586_e05.708759e-01-5.708759e-010.000000e+00
cpd03587_e01.000000e+020.000000e+000.000000e+00
cpd03725_e01.369680e-010.000000e+00-1.369680e-01
cpd03726_e0-1.726017e-170.000000e+000.000000e+00
cpd03847_e04.902642e-18-4.902642e-180.000000e+00
cpd08021_e01.000000e+02-1.000000e+020.000000e+00
cpd10515_e01.000000e+02-9.986303e+01-1.369680e-01
cpd10516_e0-9.939177e+019.939177e+010.000000e+00
cpd11574_e02.053932e-04-2.053932e-040.000000e+00
cpd11591_e01.000000e+020.000000e+00-1.000000e+02
cpd11640_e01.000000e+022.294291e+02-3.294291e+02
cpd11658_e05.490959e+000.000000e+000.000000e+00
cpd14659_e01.000000e+02-1.000000e+020.000000e+00
cpd15298_e03.128673e-18-3.128673e-180.000000e+00
cpd15386_e08.153525e-01-8.153525e-010.000000e+00
cpd15387_e0-7.468028e-177.468028e-170.000000e+00
cpd15396_e01.354838e-16-1.354838e-160.000000e+00
cpd15432_e0-1.749371e-140.000000e+000.000000e+00
cpd15482_e01.749371e-140.000000e+000.000000e+00
cpd15483_e0-1.000000e+020.000000e+000.000000e+00
cpd15500_e01.369680e-010.000000e+00-1.369680e-01
cpd15551_e01.000000e+020.000000e+00-1.000000e+02
cpd15605_e01.000000e+020.000000e+00-1.000000e+02
cpd15606_e01.000000e+020.000000e+00-1.000000e+02
cpd15836_e0-9.450247e+010.000000e+009.450247e+01
cpd30760_e01.000000e+02-1.000000e+020.000000e+00
cps_bt_e01.369680e-010.000000e+00-1.369680e-01
galam_e01.000000e+020.000000e+00-1.000000e+02
glyasn_e04.268491e+010.000000e+00-4.268491e+01
glypro_e01.280730e+010.000000e+00-1.280730e+01
hspg_degr_11_e01.000000e+020.000000e+000.000000e+00
hspg_degr_12_e0-1.000000e+020.000000e+000.000000e+00
hspg_degr_6_e01.000000e+020.000000e+000.000000e+00
indlac_e0-1.000000e+020.000000e+001.000000e+02
l2n2m2mn_e00.000000e+000.000000e+001.808947e+00
leuleu_e06.523230e+010.000000e+00-6.523230e+01
levan1000_e01.491006e-010.000000e+000.000000e+00
levantttr_e0-3.727516e+010.000000e+000.000000e+00
lps_bt_e05.706998e-010.000000e+00-5.706998e-01
m2mn_e0-1.808947e+000.000000e+000.000000e+00
pe_cer1_bt_e01.369680e-010.000000e+00-1.369680e-01
pect_e05.128205e-010.000000e+000.000000e+00
phearg_e01.000000e+020.000000e+00-1.000000e+02
pullulan1200_e02.500000e-010.000000e+000.000000e+00
s2l2n2m2m_e01.808947e+000.000000e+000.000000e+00
s2l2n2m2mn_e00.000000e+000.000000e+00-1.808947e+00
sphmyln_bt_e01.369680e-010.000000e+00-1.369680e-01
unsdigalur_e0-1.000000e+020.000000e+000.000000e+00
zz_Environment0.000000e+002.417077e+031.175333e+03
zz_Species12.696233e+030.000000e+002.438616e+03
zz_Species22.562149e+032.657075e+030.000000e+00
\n", + "
" + ], + "text/plain": [ + " Environment Species1 Species2\n", + "Metabolite/Donor ID \n", + "4abzglu-e_e0 1.962973e-02 -1.962973e-02 0.000000e+00\n", + "argarg_e0 -4.577066e+01 0.000000e+00 4.577066e+01\n", + "cpd00001_e0 -1.000000e+02 -3.080598e+02 9.736189e+02\n", + "cpd00007_e0 1.000000e+02 -9.993152e+01 -6.848398e-02\n", + "cpd00009_e0 -1.000000e+02 1.488149e+02 -4.881487e+01\n", + "cpd00011_e0 -1.000000e+02 5.314622e+02 -4.314622e+02\n", + "cpd00013_e0 -1.000000e+02 3.319912e+02 -2.319912e+02\n", + "cpd00020_e0 -1.000000e+02 -1.534898e+02 2.534898e+02\n", + "cpd00023_e0 -1.000000e+02 2.000000e+02 -1.000000e+02\n", + "cpd00024_e0 -4.820503e+01 4.820503e+01 0.000000e+00\n", + "cpd00025_e0 -5.000000e+01 5.000000e+01 0.000000e+00\n", + "cpd00027_e0 -1.000000e+02 0.000000e+00 1.000000e+02\n", + "cpd00028_e0 1.369680e-01 0.000000e+00 -1.369680e-01\n", + "cpd00029_e0 -1.000000e+02 1.293185e+02 -2.931847e+01\n", + "cpd00030_e0 1.572432e-01 -2.027525e-02 -1.369680e-01\n", + "cpd00033_e0 -1.000000e+02 -2.241513e+02 3.241513e+02\n", + "cpd00034_e0 1.469735e-01 -1.000559e-02 -1.369680e-01\n", + "cpd00035_e0 -1.000000e+02 -2.194037e+02 3.194037e+02\n", + "cpd00036_e0 -1.000000e+02 -6.984687e+02 7.984687e+02\n", + "cpd00039_e0 1.985598e+01 -1.006899e+01 -9.786988e+00\n", + "cpd00041_e0 -1.000000e+02 3.976158e+02 -2.976158e+02\n", + "cpd00048_e0 1.272851e-01 -1.272851e-01 0.000000e+00\n", + "cpd00051_e0 8.679097e+00 -8.679097e+00 0.000000e+00\n", + "cpd00053_e0 -1.000000e+02 -9.085748e+01 1.908575e+02\n", + "cpd00054_e0 1.041156e+01 0.000000e+00 -1.041156e+01\n", + "cpd00058_e0 -9.997920e+01 9.997920e+01 0.000000e+00\n", + "cpd00060_e0 -9.097822e+01 -4.502895e+00 9.548111e+01\n", + "cpd00063_e0 2.896925e-01 -1.527246e-01 -1.369680e-01\n", + "cpd00064_e0 -7.826797e-16 0.000000e+00 0.000000e+00\n", + "cpd00065_e0 3.286292e+00 9.833212e+01 -1.016184e+02\n", + "cpd00066_e0 -8.926600e+01 -5.436026e+00 9.470203e+01\n", + "cpd00067_e0 -1.000000e+02 -6.898367e+02 1.190350e+03\n", + "cpd00069_e0 -9.201472e+01 -4.046130e+00 9.606085e+01\n", + "cpd00071_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00075_e0 1.000000e+02 -1.000000e+02 0.000000e+00\n", + "cpd00080_e0 1.000000e+02 -1.000000e+02 0.000000e+00\n", + "cpd00082_e0 -1.000000e+02 0.000000e+00 1.000000e+02\n", + "cpd00084_e0 5.623726e+00 -2.738948e+00 -2.884778e+00\n", + "cpd00092_e0 -1.000000e+02 1.006896e+02 -6.896225e-01\n", + "cpd00099_e0 1.527246e-01 -1.527246e-01 0.000000e+00\n", + "cpd00100_e0 1.000000e+02 -1.000000e+02 0.000000e+00\n", + "cpd00104_e0 1.370266e-01 -5.868379e-05 -1.369680e-01\n", + "cpd00105_e0 -1.304878e+01 0.000000e+00 1.304878e+01\n", + "cpd00106_e0 -1.000000e+02 1.208815e+02 -2.088148e+01\n", + "cpd00107_e0 -1.000000e+02 -1.321943e+01 1.132194e+02\n", + "cpd00108_e0 -3.617894e+00 0.000000e+00 0.000000e+00\n", + "cpd00116_e0 -1.000000e+02 0.000000e+00 4.626000e-14\n", + "cpd00117_e0 -1.000000e+02 -1.223029e+00 1.012230e+02\n", + "cpd00118_e0 3.357773e-15 -3.357773e-15 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1.435112e-01 -6.543242e-03 -1.369680e-01\n", + "cpd00264_e0 1.369680e-01 0.000000e+00 -1.369680e-01\n", + "cpd00276_e0 -1.000000e+02 -1.630705e+00 -1.983693e+02\n", + "cpd00277_e0 1.000000e+02 -9.931038e+01 -6.896225e-01\n", + "cpd00280_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00281_e0 -1.000000e+02 0.000000e+00 1.000000e+02\n", + "cpd00305_e0 1.435112e-01 -6.543242e-03 -1.369680e-01\n", + "cpd00309_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00311_e0 1.000000e+02 -9.386461e+01 -6.135390e+00\n", + "cpd00322_e0 2.118928e+01 -8.524671e+00 -1.266461e+01\n", + "cpd00355_e0 6.684083e-02 -6.684083e-02 0.000000e+00\n", + "cpd00359_e0 1.000000e+02 -1.000000e+02 0.000000e+00\n", + "cpd00363_e0 1.000000e+02 2.556953e+02 -3.556953e+02\n", + "cpd00367_e0 1.000000e+02 1.284462e+01 -1.128446e+02\n", + "cpd00383_e0 6.543242e-03 -6.543242e-03 0.000000e+00\n", + "cpd00391_e0 1.000000e+02 -1.000000e+02 0.000000e+00\n", + "cpd00393_e0 4.109039e-01 0.000000e+00 -4.109039e-01\n", + "cpd00418_e0 2.291015e-01 -2.291015e-01 0.000000e+00\n", + "cpd00430_e0 -1.000000e+02 0.000000e+00 1.000000e+02\n", + "cpd00438_e0 1.000000e+02 -1.000000e+02 0.000000e+00\n", + "cpd00441_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00448_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00450_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00532_e0 1.000000e+02 -1.000000e+02 0.000000e+00\n", + "cpd00573_e0 -1.404672e-14 1.404672e-14 0.000000e+00\n", + "cpd00644_e0 2.937123e-01 -1.977644e-02 -2.739359e-01\n", + "cpd00654_e0 1.000000e+02 -1.000000e+02 0.000000e+00\n", + "cpd00659_e0 -1.145507e-01 1.145507e-01 0.000000e+00\n", + "cpd00722_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00731_e0 2.101641e-16 -2.101641e-16 0.000000e+00\n", + "cpd00781_e0 -1.000000e+02 1.000000e+02 0.000000e+00\n", + "cpd00811_e0 1.000000e+02 -1.000000e+02 0.000000e+00\n", + "cpd00832_e0 1.917885e-13 0.000000e+00 0.000000e+00\n", + "cpd00971_e0 1.369680e-01 2.076226e-17 -1.369680e-01\n", 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-1.369680e-01\n", + "cpd10516_e0 -9.939177e+01 9.939177e+01 0.000000e+00\n", + "cpd11574_e0 2.053932e-04 -2.053932e-04 0.000000e+00\n", + "cpd11591_e0 1.000000e+02 0.000000e+00 -1.000000e+02\n", + "cpd11640_e0 1.000000e+02 2.294291e+02 -3.294291e+02\n", + "cpd11658_e0 5.490959e+00 0.000000e+00 0.000000e+00\n", + "cpd14659_e0 1.000000e+02 -1.000000e+02 0.000000e+00\n", + "cpd15298_e0 3.128673e-18 -3.128673e-18 0.000000e+00\n", + "cpd15386_e0 8.153525e-01 -8.153525e-01 0.000000e+00\n", + "cpd15387_e0 -7.468028e-17 7.468028e-17 0.000000e+00\n", + "cpd15396_e0 1.354838e-16 -1.354838e-16 0.000000e+00\n", + "cpd15432_e0 -1.749371e-14 0.000000e+00 0.000000e+00\n", + "cpd15482_e0 1.749371e-14 0.000000e+00 0.000000e+00\n", + "cpd15483_e0 -1.000000e+02 0.000000e+00 0.000000e+00\n", + "cpd15500_e0 1.369680e-01 0.000000e+00 -1.369680e-01\n", + "cpd15551_e0 1.000000e+02 0.000000e+00 -1.000000e+02\n", + "cpd15605_e0 1.000000e+02 0.000000e+00 -1.000000e+02\n", + "cpd15606_e0 1.000000e+02 0.000000e+00 -1.000000e+02\n", + "cpd15836_e0 -9.450247e+01 0.000000e+00 9.450247e+01\n", + "cpd30760_e0 1.000000e+02 -1.000000e+02 0.000000e+00\n", + "cps_bt_e0 1.369680e-01 0.000000e+00 -1.369680e-01\n", + "galam_e0 1.000000e+02 0.000000e+00 -1.000000e+02\n", + "glyasn_e0 4.268491e+01 0.000000e+00 -4.268491e+01\n", + "glypro_e0 1.280730e+01 0.000000e+00 -1.280730e+01\n", + "hspg_degr_11_e0 1.000000e+02 0.000000e+00 0.000000e+00\n", + "hspg_degr_12_e0 -1.000000e+02 0.000000e+00 0.000000e+00\n", + "hspg_degr_6_e0 1.000000e+02 0.000000e+00 0.000000e+00\n", + "indlac_e0 -1.000000e+02 0.000000e+00 1.000000e+02\n", + "l2n2m2mn_e0 0.000000e+00 0.000000e+00 1.808947e+00\n", + "leuleu_e0 6.523230e+01 0.000000e+00 -6.523230e+01\n", + "levan1000_e0 1.491006e-01 0.000000e+00 0.000000e+00\n", + "levantttr_e0 -3.727516e+01 0.000000e+00 0.000000e+00\n", + "lps_bt_e0 5.706998e-01 0.000000e+00 -5.706998e-01\n", + "m2mn_e0 -1.808947e+00 0.000000e+00 0.000000e+00\n", + "pe_cer1_bt_e0 1.369680e-01 0.000000e+00 -1.369680e-01\n", + "pect_e0 5.128205e-01 0.000000e+00 0.000000e+00\n", + "phearg_e0 1.000000e+02 0.000000e+00 -1.000000e+02\n", + "pullulan1200_e0 2.500000e-01 0.000000e+00 0.000000e+00\n", + "s2l2n2m2m_e0 1.808947e+00 0.000000e+00 0.000000e+00\n", + "s2l2n2m2mn_e0 0.000000e+00 0.000000e+00 -1.808947e+00\n", + "sphmyln_bt_e0 1.369680e-01 0.000000e+00 -1.369680e-01\n", + "unsdigalur_e0 -1.000000e+02 0.000000e+00 0.000000e+00\n", + "zz_Environment 0.000000e+00 2.417077e+03 1.175333e+03\n", + "zz_Species1 2.696233e+03 0.000000e+00 2.438616e+03\n", + "zz_Species2 2.562149e+03 2.657075e+03 0.000000e+00" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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EnvironmentSpecies1Species2
Donor ID
Environment3'-CMP; Ca2+; Cl-; O2-; L-alanine-D-glutamate-...L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;...
Species1Acetate; Cu2+; 2-Oxoglutarate; Adenine; Acetal...Pyruvate; H+; L-Glutamine; L-Methionine; L-Ala...
Species2PACT; D-Fructose; L-Lactate; Pyruvate; H+; arg...Acetate; L-Tryptophan; H2; NH3; Uracil; Fumara...
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" + ], + "text/plain": [ + " Environment \\\n", + "Donor ID \n", + "Environment \n", + "Species1 Acetate; Cu2+; 2-Oxoglutarate; Adenine; Acetal... \n", + "Species2 PACT; D-Fructose; L-Lactate; Pyruvate; H+; arg... \n", + "\n", + " Species1 \\\n", + "Donor ID \n", + "Environment 3'-CMP; Ca2+; Cl-; O2-; L-alanine-D-glutamate-... \n", + "Species1 \n", + "Species2 Acetate; L-Tryptophan; H2; NH3; Uracil; Fumara... \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment L-Tryptophan; Calomide; Ca2+; lps_bt; Thiamin;... \n", + "Species1 Pyruvate; H+; L-Glutamine; L-Methionine; L-Ala... \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", + "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", + "\n", + "org_model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "abundances = {\"Species1\":0.5,\"Species2\":0.5}\n", + "\n", + "# evaluate the influence of kinetic constraints over a range of coefficients\n", + "%run ../../../modelseedpy/community/mssteadycom.py\n", + "from modelseedpy import MSCommunity\n", + "\n", + "plots = []\n", + "for kinetic_coeff in range(800,1400,50):\n", + " banner = '\\n{}\\nKinetic coefficient: {}'.format('='*50, kinetic_coeff)\n", + " print(banner)\n", + " mscomm = MSCommunity(org_model)\n", + " mscomm.gapfill(media)\n", + " mscomm.constrain(kinetic_coeff = kinetic_coeff)\n", + " cross_feeding, exMets = MSSteadyCom.compute(mscomm, flux_threshold=0.1, filename=f\"KinCoeff_{kinetic_coeff}.svg\")\n", + " display(cross_feeding)\n", + " display(exMets)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "5f0d104b", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 800\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "data": { + "text/plain": [ + "None" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "None" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 850\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "data": { + "text/plain": [ + "None" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "None" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 900\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "data": { + "image/png": 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\n", 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EnvironmentSpecies1Species2
Metabolite/Donor ID
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cpd00001_e0-6.920676e+000.000000e+006.920676
cpd00009_e02.616485e-01-1.026560e-02-0.251383
cpd00011_e00.000000e+002.093009e-01-0.209301
cpd00013_e01.743047e+000.000000e+00-1.743047
cpd00027_e05.000000e+00-3.403405e-01-4.659659
cpd00028_e06.633967e-040.000000e+00-0.000663
cpd00029_e0-1.675761e+001.284836e-011.547278
cpd00030_e06.707679e-04-7.371222e-06-0.000663
cpd00033_e00.000000e+00-6.253793e-030.006254
cpd00034_e06.670343e-04-3.637607e-06-0.000663
cpd00036_e0-4.005577e+001.116192e-013.893957
cpd00039_e00.000000e+00-3.660660e-030.003661
cpd00041_e00.000000e+00-2.875302e-020.028753
cpd00047_e0-1.167376e-020.000000e+000.011674
cpd00048_e04.627548e-05-4.627548e-050.000000
cpd00053_e00.000000e+00-3.822336e-030.003822
cpd00054_e00.000000e+00-4.073672e-030.004074
cpd00058_e07.563236e-06-7.563236e-060.000000
cpd00060_e00.000000e+00-1.641820e-030.001642
cpd00063_e07.189208e-04-5.552418e-05-0.000663
cpd00065_e00.000000e+00-6.063710e-040.000606
cpd00066_e00.000000e+00-1.976309e-030.001976
cpd00067_e0-1.165677e+015.914479e-0111.065322
cpd00069_e00.000000e+00-1.471001e-030.001471
cpd00084_e00.000000e+00-9.957656e-040.000996
cpd00098_e06.633967e-040.000000e+00-0.000663
cpd00099_e05.552418e-05-5.552418e-050.000000
cpd00106_e00.000000e+00-9.102429e-020.091024
cpd00107_e00.000000e+00-4.806026e-030.004806
cpd00116_e0-6.633967e-040.000000e+000.000663
cpd00119_e00.000000e+00-1.010615e-030.001011
cpd00129_e00.000000e+00-2.358098e-030.002358
cpd00132_e00.000000e+00-2.571447e-030.002571
cpd00149_e06.636634e-04-2.666867e-07-0.000663
cpd00161_e00.000000e+00-2.706198e-030.002706
cpd00205_e02.745612e-03-2.082215e-03-0.000663
cpd00221_e0-4.586747e-014.586747e-010.000000
cpd00239_e03.982599e-020.000000e+00-0.039826
cpd00244_e03.445593e-06-3.445593e-060.000000
cpd00249_e00.000000e+00-1.816350e-030.001816
cpd00254_e07.559370e-04-9.254030e-05-0.000663
cpd00305_e00.000000e+00-2.378846e-060.000002
cpd00311_e00.000000e+00-2.594627e-030.002595
cpd00322_e00.000000e+00-3.099209e-030.003099
cpd00355_e00.000000e+00-2.430050e-050.000024
cpd00363_e00.000000e+003.775907e-02-0.037759
cpd00367_e00.000000e+00-1.712396e-030.001712
cpd00438_e00.000000e+00-2.182180e-030.002182
cpd00536_e01.355221e-200.000000e+000.000000
cpd00635_e06.633967e-040.000000e+00-0.000663
cpd00644_e00.000000e+00-7.189875e-060.000007
cpd00971_e06.633967e-040.000000e+00-0.000663
cpd03586_e00.000000e+002.075463e-040.000000
cpd10515_e07.514353e-04-8.803863e-05-0.000663
cpd10516_e07.466883e-04-8.329160e-05-0.000663
cpd11640_e0-1.698000e+001.640068e-011.533993
cps_bt_e00.000000e+000.000000e+000.000663
lps_bt_e00.000000e+000.000000e+000.002764
pe_cer1_bt_e00.000000e+000.000000e+000.000663
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zzSpecies11.454232e+000.000000e+000.169170
zzSpecies22.497622e+012.470599e-010.000000
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EnvironmentSpecies1Species2
Donor ID
EnvironmentD-GlucosePhosphate; D-Glucose; NH3
Species1H2; Succinate; D-Lactate; Acetate; H+
Species2H2; Succinate; Acetate; H2O; H+
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" + ], + "text/plain": [ + " Environment Species1 \\\n", + "Donor ID \n", + "Environment D-Glucose \n", + "Species1 H2; Succinate; D-Lactate; Acetate; H+ \n", + "Species2 H2; Succinate; Acetate; H2O; H+ \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment Phosphate; D-Glucose; NH3 \n", + "Species1 \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 950\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "data": { + "image/png": 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\n", 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EnvironmentSpecies1Species2
Metabolite/Donor ID
12ethd_e0-2.142209e-030.000000e+002.142209e-03
cpd00001_e0-6.481289e+000.000000e+006.481289e+00
cpd00009_e02.343364e-01-3.204517e-02-2.022913e-01
cpd00011_e00.000000e+007.793329e-01-7.793329e-01
cpd00013_e01.669213e+000.000000e+00-1.669213e+00
cpd00027_e05.000000e+00-1.137153e+00-3.862847e+00
cpd00028_e05.336959e-040.000000e+00-5.336959e-04
cpd00029_e0-1.620733e+004.237882e-011.196944e+00
cpd00030_e05.567059e-04-2.301005e-05-5.336959e-04
cpd00033_e00.000000e+00-1.952188e-021.952188e-02
cpd00034_e05.450510e-04-1.135518e-05-5.336959e-04
cpd00036_e0-3.396963e+001.564513e-013.240512e+00
cpd00039_e00.000000e+00-1.142714e-021.142714e-02
cpd00041_e00.000000e+00-1.040299e-011.040299e-01
cpd00047_e0-1.292148e-020.000000e+001.292148e-02
cpd00048_e01.444538e-04-1.444538e-040.000000e+00
cpd00053_e00.000000e+00-1.193182e-021.193182e-02
cpd00054_e00.000000e+00-1.271640e-021.271640e-02
cpd00058_e02.360944e-05-2.360944e-050.000000e+00
cpd00060_e00.000000e+00-5.125113e-035.125113e-03
cpd00063_e07.070205e-04-1.733246e-04-5.336959e-04
cpd00065_e00.000000e+00-1.892851e-031.892851e-03
cpd00066_e00.000000e+00-6.169257e-036.169257e-03
cpd00067_e0-1.132146e+011.887726e+009.433731e+00
cpd00069_e00.000000e+00-4.591886e-034.591886e-03
cpd00084_e00.000000e+00-3.108388e-033.108388e-03
cpd00098_e05.336959e-040.000000e+00-5.336959e-04
cpd00099_e01.733246e-04-1.733246e-040.000000e+00
cpd00104_e00.000000e+00-6.659927e-086.659927e-08
cpd00106_e00.000000e+00-8.322000e-028.322000e-02
cpd00107_e00.000000e+00-1.500252e-021.500252e-02
cpd00116_e0-5.337625e-040.000000e+005.337625e-04
cpd00118_e00.000000e+005.336959e-04-5.336959e-04
cpd00119_e00.000000e+00-3.154741e-033.154741e-03
cpd00121_e0-6.544368e-166.544368e-160.000000e+00
cpd00129_e00.000000e+00-7.361051e-037.361051e-03
cpd00132_e00.000000e+00-8.027043e-038.027043e-03
cpd00149_e05.345283e-04-8.324908e-07-5.336959e-04
cpd00161_e00.000000e+00-8.447684e-038.447684e-03
cpd00205_e07.033551e-03-6.499855e-03-5.336959e-04
cpd00221_e0-1.448005e+001.448005e+000.000000e+00
cpd00239_e03.815677e-020.000000e+00-3.815677e-02
cpd00244_e01.075578e-05-1.075578e-050.000000e+00
cpd00246_e00.000000e+00-3.609665e-033.609665e-03
cpd00249_e00.000000e+00-8.713182e-048.713182e-04
cpd00254_e08.225702e-04-2.888743e-04-5.336959e-04
cpd00305_e00.000000e+00-7.425818e-067.425818e-06
cpd00311_e00.000000e+00-8.099403e-038.099403e-03
cpd00322_e00.000000e+00-9.674509e-039.674509e-03
cpd00355_e00.000000e+00-7.585657e-057.585657e-05
cpd00363_e0-1.834496e-012.200970e-01-3.664736e-02
cpd00367_e00.000000e+00-5.345424e-035.345424e-03
cpd00438_e00.000000e+00-3.202242e-033.202242e-03
cpd00536_e0-1.083234e-190.000000e+000.000000e+00
cpd00635_e05.336959e-040.000000e+00-5.336959e-04
cpd00644_e00.000000e+00-2.244395e-052.244395e-05
cpd00885_e00.000000e+00-6.544368e-160.000000e+00
cpd00971_e05.336959e-040.000000e+00-5.336959e-04
cpd01262_e00.000000e+000.000000e+001.262314e-16
cpd03343_e01.314607e-260.000000e+000.000000e+00
cpd03586_e00.000000e+006.478777e-040.000000e+00
cpd10515_e08.085177e-04-2.748219e-04-5.336959e-04
cpd10516_e07.936994e-04-2.600035e-04-5.336959e-04
cpd11574_e02.330974e-07-2.330974e-070.000000e+00
cpd11640_e0-1.096048e+007.499649e-013.460831e-01
cps_bt_e00.000000e+000.000000e+005.336959e-04
lps_bt_e00.000000e+000.000000e+002.223733e-03
pe_cer1_bt_e00.000000e+000.000000e+005.336959e-04
sphmyln_bt_e00.000000e+000.000000e+005.336959e-04
zzEnvironment0.000000e+001.177082e+005.778913e+00
zzSpecies14.849384e+000.000000e+003.366360e-01
zzSpecies22.071416e+018.165140e-010.000000e+00
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EnvironmentSpecies1Species2
Donor ID
EnvironmentD-GlucosePhosphate; D-Glucose; NH3
Species1H2; Succinate; D-Lactate; Ethanol; Acetate; H+L-Aspartate
Species2H2; Succinate; Acetate; H2O; H+
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" + ], + "text/plain": [ + " Environment Species1 \\\n", + "Donor ID \n", + "Environment D-Glucose \n", + "Species1 H2; Succinate; D-Lactate; Ethanol; Acetate; H+ \n", + "Species2 H2; Succinate; Acetate; H2O; H+ \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment Phosphate; D-Glucose; NH3 \n", + "Species1 L-Aspartate \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1000\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "data": { + "image/png": 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EnvironmentSpecies1Species2
Metabolite/Donor ID
12ethd_e0-1.679758e-030.000000e+001.679758e-03
cpd00001_e0-5.530283e+000.000000e+005.530283e+00
cpd00007_e00.000000e+00-2.407386e-352.407386e-35
cpd00009_e02.093272e-01-5.121669e-02-1.581105e-01
cpd00011_e0-7.431892e-011.601531e+00-8.583416e-01
cpd00013_e01.597954e+00-1.495757e-02-1.582996e+00
cpd00027_e05.000000e+00-1.870649e+00-3.129351e+00
cpd00028_e04.169723e-040.000000e+00-4.169723e-04
cpd00029_e0-1.669431e+007.770183e-018.924132e-01
cpd00030_e04.537485e-04-3.677616e-05-4.169723e-04
cpd00033_e00.000000e+00-3.120114e-023.120114e-02
cpd00034_e04.351209e-04-1.814858e-05-4.169723e-04
cpd00036_e0-2.748291e+001.386104e-012.609681e+00
cpd00039_e00.000000e+00-1.826360e-021.826360e-02
cpd00041_e00.000000e+00-2.033399e-012.033399e-01
cpd00047_e0-1.398078e-020.000000e+001.398078e-02
cpd00048_e02.308755e-04-2.308755e-040.000000e+00
cpd00053_e00.000000e+00-1.306496e-021.306496e-02
cpd00054_e00.000000e+00-2.032418e-022.032418e-02
cpd00058_e03.773415e-05-3.773415e-050.000000e+00
cpd00060_e00.000000e+00-8.191292e-038.191292e-03
cpd00063_e06.939910e-04-2.770187e-04-4.169723e-04
cpd00065_e00.000000e+00-3.025279e-033.025279e-03
cpd00066_e00.000000e+00-6.343044e-136.343044e-13
cpd00067_e0-1.060529e+012.856384e+007.748904e+00
cpd00069_e00.000000e+00-7.339053e-037.339053e-03
cpd00084_e00.000000e+00-4.968029e-034.968029e-03
cpd00098_e04.169723e-040.000000e+00-4.169723e-04
cpd00099_e02.770187e-04-2.770187e-040.000000e+00
cpd00104_e00.000000e+00-1.064433e-071.064433e-07
cpd00107_e00.000000e+00-2.397801e-022.397801e-02
cpd00108_e00.000000e+000.000000e+00-2.066493e-48
cpd00116_e0-4.170788e-040.000000e+004.170788e-04
cpd00118_e00.000000e+004.169723e-04-4.169723e-04
cpd00119_e00.000000e+00-5.042113e-035.042113e-03
cpd00121_e0-6.636630e-336.636630e-330.000000e+00
cpd00129_e00.000000e+00-1.176491e-021.176491e-02
cpd00132_e00.000000e+00-1.282935e-021.282935e-02
cpd00149_e04.183029e-04-1.330541e-06-4.169723e-04
cpd00161_e00.000000e+00-1.350164e-021.350164e-02
cpd00205_e01.080547e-02-1.038849e-02-4.169723e-04
cpd00221_e0-2.032010e+002.032010e+000.000000e+00
cpd00239_e03.654426e-020.000000e+00-3.654426e-02
cpd00244_e01.719059e-05-1.719059e-050.000000e+00
cpd00246_e00.000000e+00-8.385294e-038.385294e-03
cpd00254_e08.786702e-04-4.616979e-04-4.169723e-04
cpd00305_e00.000000e+00-1.186843e-051.186843e-05
cpd00311_e00.000000e+00-1.294500e-021.294500e-02
cpd00322_e00.000000e+00-1.546243e-021.546243e-02
cpd00355_e00.000000e+00-1.212389e-041.212389e-04
cpd00363_e0-5.493186e-015.848524e-01-3.553382e-02
cpd00438_e00.000000e+00-2.501940e-032.501940e-03
cpd00536_e02.408714e-32-2.408714e-320.000000e+00
cpd00635_e04.169723e-040.000000e+00-4.169723e-04
cpd00644_e00.000000e+00-3.587140e-053.587140e-05
cpd00885_e03.651522e-33-3.651522e-330.000000e+00
cpd00971_e04.169723e-040.000000e+00-4.169723e-04
cpd03586_e00.000000e+001.035481e-030.000000e+00
cpd03587_e0-7.707164e-337.707164e-330.000000e+00
cpd03847_e06.163312e-33-6.163312e-330.000000e+00
cpd10515_e08.562106e-04-4.392383e-04-4.169723e-04
cpd10516_e08.325270e-04-4.155547e-04-4.169723e-04
cpd11574_e03.725516e-07-3.725516e-070.000000e+00
cpd11640_e0-1.539600e+001.539600e+000.000000e+00
cpd15459_e07.707164e-33-7.707164e-330.000000e+00
cps_bt_e00.000000e+000.000000e+004.169723e-04
lps_bt_e00.000000e+000.000000e+001.737385e-03
pe_cer1_bt_e00.000000e+000.000000e+004.169723e-04
sphmyln_bt_e00.000000e+000.000000e+004.169723e-04
zzEnvironment0.000000e+001.949425e+004.912006e+00
zzSpecies18.636130e+000.000000e+004.162972e-01
zzSpecies21.679736e+018.942924e-010.000000e+00
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EnvironmentSpecies1Species2
Donor ID
EnvironmentD-GlucosePhosphate; D-Glucose; NH3
Species1H2; Succinate; D-Lactate; Ethanol; Acetate; CO...L-Aspartate
Species2Succinate; Acetate; H2O; H+
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" + ], + "text/plain": [ + " Environment Species1 \\\n", + "Donor ID \n", + "Environment D-Glucose \n", + "Species1 H2; Succinate; D-Lactate; Ethanol; Acetate; CO... \n", + "Species2 Succinate; Acetate; H2O; H+ \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment Phosphate; D-Glucose; NH3 \n", + "Species1 L-Aspartate \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1050\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "data": { + "image/png": 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EnvironmentSpecies1Species2
Metabolite/Donor ID
12ethd_e0-1.325878e-030.000000e+001.325878e-03
cpd00001_e0-4.584850e+00-1.245188e-034.586095e+00
cpd00009_e01.917976e-01-6.768722e-02-1.241103e-01
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cpd00013_e01.561598e+00-8.391536e-02-1.477683e+00
cpd00027_e05.000000e+00-2.476773e+00-2.523227e+00
cpd00028_e03.275575e-040.000000e+00-3.275575e-04
cpd00029_e0-1.892050e+001.246407e+006.456432e-01
cpd00030_e03.760456e-04-4.848806e-05-3.275575e-04
cpd00033_e00.000000e+00-4.113759e-024.113759e-02
cpd00034_e03.514858e-04-2.392826e-05-3.275575e-04
cpd00036_e0-2.331226e+001.908078e-012.140418e+00
cpd00041_e00.000000e+00-3.247211e-013.247211e-01
cpd00047_e0-1.503333e-020.000000e+001.503333e-02
cpd00048_e03.044011e-04-3.044011e-040.000000e+00
cpd00054_e00.000000e+00-2.679670e-022.679670e-02
cpd00058_e04.975113e-05-4.975113e-050.000000e+00
cpd00060_e00.000000e+00-1.079992e-021.079992e-02
cpd00063_e06.927968e-04-3.652393e-04-3.275575e-04
cpd00065_e00.000000e+00-3.988721e-033.988721e-03
cpd00066_e00.000000e+001.267005e-02-1.267005e-02
cpd00067_e0-9.952420e+003.440715e+006.511705e+00
cpd00084_e00.000000e+00-6.550168e-036.550168e-03
cpd00098_e03.275575e-040.000000e+00-3.275575e-04
cpd00099_e03.652393e-04-3.652393e-040.000000e+00
cpd00104_e00.000000e+00-1.403417e-071.403417e-07
cpd00107_e00.000000e+00-3.161414e-023.161414e-02
cpd00116_e0-3.276979e-040.000000e+003.276979e-04
cpd00118_e00.000000e+003.275575e-04-3.275575e-04
cpd00119_e00.000000e+00-6.647846e-036.647846e-03
cpd00129_e00.000000e+00-1.551162e-021.551162e-02
cpd00132_e00.000000e+00-1.691503e-021.691503e-02
cpd00149_e03.293118e-04-1.754271e-06-3.275575e-04
cpd00161_e00.000000e+00-1.780143e-021.780143e-02
cpd00205_e01.402442e-02-1.369686e-02-3.275575e-04
cpd00221_e0-2.013527e+002.131987e+00-1.184598e-01
cpd00239_e03.572678e-020.000000e+00-3.572678e-02
cpd00244_e02.266518e-05-2.266518e-050.000000e+00
cpd00246_e00.000000e+00-1.238894e-021.238894e-02
cpd00249_e00.000000e+007.326511e-03-7.326511e-03
cpd00254_e09.362896e-04-6.087321e-04-3.275575e-04
cpd00305_e00.000000e+00-1.564810e-051.564810e-05
cpd00311_e00.000000e+00-1.706751e-021.706751e-02
cpd00322_e00.000000e+00-2.038667e-022.038667e-02
cpd00363_e0-9.533334e-019.884425e-01-3.510907e-02
cpd00438_e00.000000e+00-1.965485e-031.965485e-03
cpd00635_e03.275575e-040.000000e+00-3.275575e-04
cpd00644_e00.000000e+00-4.729515e-054.729515e-05
cpd00971_e03.275575e-040.000000e+00-3.275575e-04
cpd03586_e00.000000e+001.365244e-030.000000e+00
cpd10515_e09.066775e-04-5.791200e-04-3.275575e-04
cpd10516_e08.754515e-04-5.478940e-04-3.275575e-04
cpd11574_e04.911959e-07-4.911959e-070.000000e+00
cpd11640_e0-2.487515e+002.487515e+000.000000e+00
cps_bt_e00.000000e+000.000000e+003.275575e-04
lps_bt_e00.000000e+000.000000e+001.364823e-03
pe_cer1_bt_e00.000000e+000.000000e+003.275575e-04
sphmyln_bt_e00.000000e+000.000000e+003.275575e-04
zzEnvironment0.000000e+002.644990e+004.164678e+00
zzSpecies11.203535e+010.000000e+005.556011e-01
zzSpecies21.389930e+011.103386e+000.000000e+00
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EnvironmentSpecies1Species2
Donor ID
EnvironmentD-GlucosePhosphate; D-Glucose; NH3
Species1H2; Succinate; D-Lactate; Ethanol; Acetate; CO...L-Aspartate
Species2Succinate; Acetate; H2O; H+D-Lactate
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" + ], + "text/plain": [ + " Environment Species1 \\\n", + "Donor ID \n", + "Environment D-Glucose \n", + "Species1 H2; Succinate; D-Lactate; Ethanol; Acetate; CO... \n", + "Species2 Succinate; Acetate; H2O; H+ D-Lactate \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment Phosphate; D-Glucose; NH3 \n", + "Species1 L-Aspartate \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1100\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "data": { + "image/png": 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Metabolite/Donor ID
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cpd00030_e04.240700e-04-5.468041e-05-3.693895e-04
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cpd00034_e03.963737e-04-2.698411e-05-3.693895e-04
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cpd00058_e05.610480e-05-5.610480e-050.000000e+00
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cpd00063_e07.812731e-04-4.118836e-04-3.693895e-04
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cpd00066_e00.000000e+001.428813e-02-1.428813e-02
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cpd00118_e00.000000e+003.693895e-04-3.693895e-04
cpd00119_e00.000000e+00-7.496835e-037.496835e-03
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cpd00132_e00.000000e+00-1.907524e-021.907524e-02
cpd00149_e03.713679e-04-1.978307e-06-3.693895e-04
cpd00161_e00.000000e+00-2.007483e-022.007483e-02
cpd00205_e01.581546e-02-1.544607e-02-3.693895e-04
cpd00239_e04.028942e-020.000000e+00-4.028942e-02
cpd00244_e02.555973e-05-2.555973e-050.000000e+00
cpd00246_e00.000000e+00-1.397112e-021.397112e-02
cpd00249_e00.000000e+002.359792e-02-2.359792e-02
cpd00254_e01.055862e-03-6.864726e-04-3.693895e-04
cpd00305_e00.000000e+00-1.764650e-051.764650e-05
cpd00311_e00.000000e+00-1.924719e-021.924719e-02
cpd00322_e00.000000e+00-2.299023e-022.299023e-02
cpd00355_e00.000000e+00-1.802634e-041.802634e-04
cpd00363_e0-8.838314e-011.791113e+00-9.072816e-01
cpd00438_e00.000000e+00-2.216496e-032.216496e-03
cpd00635_e03.693895e-040.000000e+00-3.693895e-04
cpd00644_e00.000000e+00-5.333517e-055.333517e-05
cpd00971_e03.693895e-040.000000e+00-3.693895e-04
cpd03586_e00.000000e+001.539598e-030.000000e+00
cpd10515_e01.022468e-03-6.530788e-04-3.693895e-04
cpd10516_e09.872545e-04-6.178649e-04-3.693895e-04
cpd11574_e05.539261e-07-5.539261e-070.000000e+00
cpd11640_e0-4.982760e+004.497551e+004.852087e-01
cpd15298_e01.524429e-48-1.524429e-480.000000e+00
cps_bt_e00.000000e+000.000000e+003.693895e-04
lps_bt_e00.000000e+000.000000e+001.539123e-03
pe_cer1_bt_e00.000000e+000.000000e+003.693895e-04
sphmyln_bt_e00.000000e+000.000000e+003.693895e-04
zzEnvironment0.000000e+002.376069e+004.664709e+00
zzSpecies11.302838e+010.000000e+002.059646e+00
zzSpecies21.590873e+012.814855e+000.000000e+00
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EnvironmentSpecies1Species2
Donor ID
EnvironmentD-GlucosePhosphate; D-Glucose; NH3
Species1H2; Succinate; Ethanol; Acetate; CO2; H+L-Aspartate; Pyruvate
Species2H2; Succinate; Acetate; H2O; H+Ethanol
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" + ], + "text/plain": [ + " Environment Species1 \\\n", + "Donor ID \n", + "Environment D-Glucose \n", + "Species1 H2; Succinate; Ethanol; Acetate; CO2; H+ \n", + "Species2 H2; Succinate; Acetate; H2O; H+ Ethanol \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment Phosphate; D-Glucose; NH3 \n", + "Species1 L-Aspartate; Pyruvate \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1150\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "data": { + "image/png": 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EnvironmentSpecies1Species2
Metabolite/Donor ID
12ethd_e0-1.568778e-030.000000e+001.568778e-03
cpd00001_e0-4.097697e+00-1.904364e+006.002060e+00
cpd00009_e02.269347e-01-8.008745e-02-1.468472e-01
cpd00011_e0-2.533894e+005.271748e+00-2.737855e+00
cpd00013_e01.847681e+000.000000e+00-1.847681e+00
cpd00020_e00.000000e+00-1.843151e+001.843151e+00
cpd00027_e05.000000e+00-1.978809e+00-3.021191e+00
cpd00028_e03.875657e-040.000000e+00-3.875657e-04
cpd00029_e0-3.843362e+003.569963e+002.733987e-01
cpd00030_e04.449367e-04-5.737102e-05-3.875657e-04
cpd00033_e00.000000e+00-3.401537e-023.401537e-02
cpd00034_e04.158776e-04-2.831189e-05-3.875657e-04
cpd00035_e00.000000e+00-9.866271e-039.866271e-03
cpd00036_e0-2.643175e+003.618201e-012.281355e+00
cpd00041_e00.000000e+00-5.113724e-015.113724e-01
cpd00047_e0-1.778742e-020.000000e+001.778742e-02
cpd00048_e03.601671e-04-3.601671e-040.000000e+00
cpd00053_e00.000000e+00-2.772000e-022.772000e-02
cpd00054_e00.000000e+00-6.102300e-026.102300e-02
cpd00058_e05.886548e-05-5.886548e-050.000000e+00
cpd00060_e00.000000e+00-1.277846e-021.277846e-02
cpd00063_e08.197164e-04-4.321507e-04-3.875657e-04
cpd00065_e00.000000e+00-4.719451e-034.719451e-03
cpd00066_e00.000000e+001.499119e-02-1.499119e-02
cpd00067_e0-1.076772e+012.036306e+008.731415e+00
cpd00069_e00.000000e+001.155233e-02-1.155233e-02
cpd00084_e00.000000e+00-7.750152e-037.750152e-03
cpd00098_e03.875657e-040.000000e+00-3.875657e-04
cpd00099_e04.321507e-04-4.321507e-040.000000e+00
cpd00104_e00.000000e+00-1.660521e-071.660521e-07
cpd00107_e00.000000e+00-3.740582e-023.740582e-02
cpd00116_e0-3.877318e-040.000000e+003.877318e-04
cpd00118_e00.000000e+003.875657e-04-3.875657e-04
cpd00119_e00.000000e+00-7.865724e-037.865724e-03
cpd00129_e00.000000e+00-1.835333e-021.835333e-02
cpd00132_e00.000000e+00-2.001385e-022.001385e-02
cpd00149_e03.896414e-04-2.075652e-06-3.875657e-04
cpd00161_e00.000000e+00-2.106264e-022.106264e-02
cpd00179_e00.000000e+000.000000e+003.932274e-31
cpd00205_e01.659367e-02-1.620611e-02-3.875657e-04
cpd00221_e00.000000e+001.900937e-01-1.900937e-01
cpd00239_e04.227189e-020.000000e+00-4.227189e-02
cpd00244_e02.681742e-05-2.681742e-050.000000e+00
cpd00249_e00.000000e+002.749491e-02-2.749491e-02
cpd00254_e01.107817e-03-7.202512e-04-3.875657e-04
cpd00305_e00.000000e+00-1.851481e-051.851481e-05
cpd00311_e00.000000e+00-2.019427e-022.019427e-02
cpd00322_e00.000000e+00-2.412148e-022.412148e-02
cpd00363_e0-3.197447e-011.289788e+00-9.700433e-01
cpd00438_e00.000000e+00-2.325560e-032.325560e-03
cpd00635_e03.875657e-040.000000e+00-3.875657e-04
cpd00644_e00.000000e+00-5.595957e-055.595957e-05
cpd00971_e03.875657e-040.000000e+00-3.875657e-04
cpd01262_e00.000000e+00-3.932274e-310.000000e+00
cpd03586_e00.000000e+001.615355e-030.000000e+00
cpd10515_e01.072780e-03-6.852142e-04-3.875657e-04
cpd10516_e01.035833e-03-6.482676e-04-3.875657e-04
cpd11574_e05.811825e-07-5.811825e-070.000000e+00
cpd11640_e0-5.482282e+005.130985e+003.512966e-01
cps_bt_e00.000000e+000.000000e+003.875657e-04
lps_bt_e00.000000e+000.000000e+001.614857e-03
pe_cer1_bt_e00.000000e+000.000000e+003.875657e-04
sphmyln_bt_e00.000000e+000.000000e+003.875657e-04
zzEnvironment0.000000e+002.078554e+005.062642e+00
zzSpecies11.395271e+010.000000e+004.568177e+00
zzSpecies21.575491e+013.952418e+000.000000e+00
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" + ], + "text/plain": [ + " Environment Species1 Species2\n", + "Metabolite/Donor ID \n", + "12ethd_e0 -1.568778e-03 0.000000e+00 1.568778e-03\n", + "cpd00001_e0 -4.097697e+00 -1.904364e+00 6.002060e+00\n", + "cpd00009_e0 2.269347e-01 -8.008745e-02 -1.468472e-01\n", + "cpd00011_e0 -2.533894e+00 5.271748e+00 -2.737855e+00\n", + "cpd00013_e0 1.847681e+00 0.000000e+00 -1.847681e+00\n", + "cpd00020_e0 0.000000e+00 -1.843151e+00 1.843151e+00\n", + "cpd00027_e0 5.000000e+00 -1.978809e+00 -3.021191e+00\n", + "cpd00028_e0 3.875657e-04 0.000000e+00 -3.875657e-04\n", + "cpd00029_e0 -3.843362e+00 3.569963e+00 2.733987e-01\n", + "cpd00030_e0 4.449367e-04 -5.737102e-05 -3.875657e-04\n", + "cpd00033_e0 0.000000e+00 -3.401537e-02 3.401537e-02\n", + "cpd00034_e0 4.158776e-04 -2.831189e-05 -3.875657e-04\n", + "cpd00035_e0 0.000000e+00 -9.866271e-03 9.866271e-03\n", + "cpd00036_e0 -2.643175e+00 3.618201e-01 2.281355e+00\n", + "cpd00041_e0 0.000000e+00 -5.113724e-01 5.113724e-01\n", + "cpd00047_e0 -1.778742e-02 0.000000e+00 1.778742e-02\n", + "cpd00048_e0 3.601671e-04 -3.601671e-04 0.000000e+00\n", + "cpd00053_e0 0.000000e+00 -2.772000e-02 2.772000e-02\n", + "cpd00054_e0 0.000000e+00 -6.102300e-02 6.102300e-02\n", + "cpd00058_e0 5.886548e-05 -5.886548e-05 0.000000e+00\n", + "cpd00060_e0 0.000000e+00 -1.277846e-02 1.277846e-02\n", + "cpd00063_e0 8.197164e-04 -4.321507e-04 -3.875657e-04\n", + "cpd00065_e0 0.000000e+00 -4.719451e-03 4.719451e-03\n", + "cpd00066_e0 0.000000e+00 1.499119e-02 -1.499119e-02\n", + "cpd00067_e0 -1.076772e+01 2.036306e+00 8.731415e+00\n", + "cpd00069_e0 0.000000e+00 1.155233e-02 -1.155233e-02\n", + "cpd00084_e0 0.000000e+00 -7.750152e-03 7.750152e-03\n", + "cpd00098_e0 3.875657e-04 0.000000e+00 -3.875657e-04\n", + "cpd00099_e0 4.321507e-04 -4.321507e-04 0.000000e+00\n", + "cpd00104_e0 0.000000e+00 -1.660521e-07 1.660521e-07\n", + "cpd00107_e0 0.000000e+00 -3.740582e-02 3.740582e-02\n", + "cpd00116_e0 -3.877318e-04 0.000000e+00 3.877318e-04\n", + "cpd00118_e0 0.000000e+00 3.875657e-04 -3.875657e-04\n", + "cpd00119_e0 0.000000e+00 -7.865724e-03 7.865724e-03\n", + "cpd00129_e0 0.000000e+00 -1.835333e-02 1.835333e-02\n", + "cpd00132_e0 0.000000e+00 -2.001385e-02 2.001385e-02\n", + "cpd00149_e0 3.896414e-04 -2.075652e-06 -3.875657e-04\n", + "cpd00161_e0 0.000000e+00 -2.106264e-02 2.106264e-02\n", + "cpd00179_e0 0.000000e+00 0.000000e+00 3.932274e-31\n", + "cpd00205_e0 1.659367e-02 -1.620611e-02 -3.875657e-04\n", + "cpd00221_e0 0.000000e+00 1.900937e-01 -1.900937e-01\n", + "cpd00239_e0 4.227189e-02 0.000000e+00 -4.227189e-02\n", + "cpd00244_e0 2.681742e-05 -2.681742e-05 0.000000e+00\n", + "cpd00249_e0 0.000000e+00 2.749491e-02 -2.749491e-02\n", + "cpd00254_e0 1.107817e-03 -7.202512e-04 -3.875657e-04\n", + "cpd00305_e0 0.000000e+00 -1.851481e-05 1.851481e-05\n", + "cpd00311_e0 0.000000e+00 -2.019427e-02 2.019427e-02\n", + "cpd00322_e0 0.000000e+00 -2.412148e-02 2.412148e-02\n", + "cpd00363_e0 -3.197447e-01 1.289788e+00 -9.700433e-01\n", + "cpd00438_e0 0.000000e+00 -2.325560e-03 2.325560e-03\n", + "cpd00635_e0 3.875657e-04 0.000000e+00 -3.875657e-04\n", + "cpd00644_e0 0.000000e+00 -5.595957e-05 5.595957e-05\n", + "cpd00971_e0 3.875657e-04 0.000000e+00 -3.875657e-04\n", + "cpd01262_e0 0.000000e+00 -3.932274e-31 0.000000e+00\n", + "cpd03586_e0 0.000000e+00 1.615355e-03 0.000000e+00\n", + "cpd10515_e0 1.072780e-03 -6.852142e-04 -3.875657e-04\n", + "cpd10516_e0 1.035833e-03 -6.482676e-04 -3.875657e-04\n", + "cpd11574_e0 5.811825e-07 -5.811825e-07 0.000000e+00\n", + "cpd11640_e0 -5.482282e+00 5.130985e+00 3.512966e-01\n", + "cps_bt_e0 0.000000e+00 0.000000e+00 3.875657e-04\n", + "lps_bt_e0 0.000000e+00 0.000000e+00 1.614857e-03\n", + "pe_cer1_bt_e0 0.000000e+00 0.000000e+00 3.875657e-04\n", + "sphmyln_bt_e0 0.000000e+00 0.000000e+00 3.875657e-04\n", + "zzEnvironment 0.000000e+00 2.078554e+00 5.062642e+00\n", + "zzSpecies1 1.395271e+01 0.000000e+00 4.568177e+00\n", + "zzSpecies2 1.575491e+01 3.952418e+00 0.000000e+00" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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EnvironmentSpecies1Species2
Donor ID
EnvironmentD-GlucosePhosphate; D-Glucose; NH3
Species1H2; Succinate; Ethanol; Acetate; CO2; H+L-Aspartate; Pyruvate
Species2H2; Succinate; Acetate; H2O; H+D-Lactate; Ethanol
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" + ], + "text/plain": [ + " Environment Species1 \\\n", + "Donor ID \n", + "Environment D-Glucose \n", + "Species1 H2; Succinate; Ethanol; Acetate; CO2; H+ \n", + "Species2 H2; Succinate; Acetate; H2O; H+ D-Lactate; Ethanol \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment Phosphate; D-Glucose; NH3 \n", + "Species1 L-Aspartate; Pyruvate \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1200\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "data": { + "image/png": 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Metabolite/Donor ID
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cpd00027_e05.000000e+00-1.893827e+00-3.106173e+00
cpd00028_e03.990986e-040.000000e+00-3.990986e-04
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cpd00030_e04.581768e-04-5.907822e-05-3.990986e-04
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cpd00034_e04.282530e-04-2.915438e-05-3.990986e-04
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cpd00041_e00.000000e+00-3.844432e-013.844432e-01
cpd00047_e0-3.591887e-030.000000e+003.591887e-03
cpd00048_e03.708847e-04-3.708847e-040.000000e+00
cpd00053_e00.000000e+00-6.949093e-026.949093e-02
cpd00054_e00.000000e+00-6.947729e-026.947729e-02
cpd00058_e06.061716e-05-6.061716e-050.000000e+00
cpd00060_e00.000000e+00-1.315871e-021.315871e-02
cpd00063_e08.441090e-04-4.450103e-04-3.990986e-04
cpd00065_e00.000000e+00-4.859889e-034.859889e-03
cpd00066_e00.000000e+001.543728e-02-1.543728e-02
cpd00067_e0-1.071346e+011.993191e+008.720272e+00
cpd00069_e00.000000e+001.189610e-02-1.189610e-02
cpd00082_e00.000000e+000.000000e+001.039047e-29
cpd00084_e00.000000e+00-7.980775e-037.980775e-03
cpd00098_e03.990986e-040.000000e+00-3.990986e-04
cpd00099_e04.450103e-04-4.450103e-040.000000e+00
cpd00104_e00.000000e+00-1.709934e-071.709934e-07
cpd00107_e00.000000e+00-3.851892e-023.851892e-02
cpd00116_e0-3.992696e-040.000000e+003.992696e-04
cpd00117_e00.000000e+004.301469e-11-4.301469e-11
cpd00118_e00.000000e+003.990986e-04-3.990986e-04
cpd00119_e00.000000e+00-8.099787e-038.099787e-03
cpd00129_e00.000000e+00-1.889947e-021.889947e-02
cpd00132_e00.000000e+00-2.060941e-022.060941e-02
cpd00149_e04.012360e-04-2.137418e-06-3.990986e-04
cpd00161_e00.000000e+00-6.964561e-036.964561e-03
cpd00179_e00.000000e+000.000000e+003.693027e-30
cpd00205_e01.708746e-02-1.668836e-02-3.990986e-04
cpd00221_e00.000000e+001.026406e+00-1.026406e+00
cpd00239_e04.352979e-020.000000e+00-4.352979e-02
cpd00244_e02.761544e-05-2.761544e-050.000000e+00
cpd00246_e00.000000e+00-1.388342e-021.388342e-02
cpd00249_e00.000000e+002.831309e-02-2.831309e-02
cpd00254_e01.140783e-03-7.416839e-04-3.990986e-04
cpd00305_e00.000000e+00-1.906576e-051.906576e-05
cpd00309_e00.000000e+00-3.992696e-043.992696e-04
cpd00311_e00.000000e+00-2.794032e-032.794032e-03
cpd00322_e00.000000e+00-2.483927e-022.483927e-02
cpd00363_e00.000000e+009.920408e-01-9.920408e-01
cpd00438_e00.000000e+00-2.794032e-032.794032e-03
cpd00635_e03.990986e-040.000000e+00-3.990986e-04
cpd00644_e00.000000e+00-5.762478e-055.762478e-05
cpd00971_e03.990986e-040.000000e+00-3.990986e-04
cpd03586_e00.000000e+001.663424e-030.000000e+00
cpd10515_e01.104703e-03-7.056043e-04-3.990986e-04
cpd10516_e01.066657e-03-6.675583e-04-3.990986e-04
cpd11574_e05.984769e-07-5.984769e-070.000000e+00
cpd11640_e0-6.842627e+005.440333e+001.402294e+00
cpd15432_e00.000000e+00-2.653505e-350.000000e+00
cps_bt_e00.000000e+000.000000e+003.990986e-04
lps_bt_e00.000000e+000.000000e+001.662911e-03
pe_cer1_bt_e00.000000e+000.000000e+003.990986e-04
sphmyln_bt_e00.000000e+000.000000e+003.990986e-04
zzEnvironment0.000000e+002.109239e+005.095674e+00
zzSpecies11.480336e+010.000000e+006.344518e+00
zzSpecies21.603978e+014.698551e+000.000000e+00
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EnvironmentSpecies1Species2
Donor ID
EnvironmentD-Glucose; NH3Phosphate; D-Glucose; NH3
Species1H2; Acetate; CO2; H+L-Aspartate; Pyruvate
Species2H2; Succinate; Acetate; H2O; H+D-Lactate; Ethanol
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" + ], + "text/plain": [ + " Environment Species1 \\\n", + "Donor ID \n", + "Environment D-Glucose; NH3 \n", + "Species1 H2; Acetate; CO2; H+ \n", + "Species2 H2; Succinate; Acetate; H2O; H+ D-Lactate; Ethanol \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment Phosphate; D-Glucose; NH3 \n", + "Species1 L-Aspartate; Pyruvate \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1250\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "data": { + "image/png": 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9Rbdu3RgwYAAxMTEKDalW1HGIlKOtW7cyevRoPD092bBhA+3atXN1SSLlTh2HSDnIzc3lf/7nf+jTpw/3338/a9euVWhItaWOQ+QyxcXFMWrUKJo1a0ZcXBwtW7Z0dUkiFUodh8glys7O5rnnnmPQoEE888wzLF26VKEhNYKCQ+QSrFu3Dn9/f3766SeSk5O57777MMa4uiyRSqGpKpEyyMjI4LnnnmPJkiW888473HXXXa4uSaTSqeMQuUjLli3D4XCQl5eH0+lUaEiNpY5D5ALS09N5/PHH2bhxIx9++CE333yzq0sScSl1HCLnYa1lwYIF+Pn5cfXVV5OUlKTQEEEdh0iJfv75Z8LDw9m5cyeLFi2iZ8+eri5JpMpQxyFyGmsts2bNIjAwkKCgILZs2aLQEDmLOg6RIj/++CNjxozh+PHjrFmzBj8/P1eXJFIlqeOQGi8/P5/JkyfTo0cPbr/9djZu3KjQECmFOg6p0ZxOJ2FhYfj4+BATE0Pbtm1dXZJIlaeOQ2qkkydPMnHiREJCQggLC2PNmjUKDZGLpI5DapxNmzYRFhZG69atiY+Pp3nz5q4uScStKDikxsjKyuKll15izpw5TJkyheHDh2t9KZFLoKkqqRGio6Px9/cnNTWV5ORkRowYodAQuUTqOKRaO3bsGM8++yzLli1j+vTpDB482NUlibg9BYe4ra+++gprLR06dOAPf/gD+fn5eHh4FL+ek5NDcHAwN998M06nkwYNGriwWpHqQ8Ehbic7O5uIiAgSExPp27cv4eHh7Nmz54zQgMK7wNesWUOLFi1cVKlI9aTgELcTHx/P8ePH2bx5MwD79+9n7969tGzZEmtt8bkLHx8fhYZIBdDJcXE7u3fvxtfXl6SkJKZNm0Z0dDSzZ89m/fr1GGOw1rq6RJFqTcEhbuNUIPTv35+mTZvy4osv8t577/H555/zu9/9jvDwcLKysnS1lEgFM6X9dRYcHGxjY2MrsRyR3+zcuZN//OMftGrVimHDhtGmTZszXp87dy61atVixIgRAPTr14+77rqLxx57zBXlihQzxsRZa4NdXUdFUcchVdKkSZMYOnQoHTt2ZOvWrUycOJGcnJwzpqG2b9/O7t27i79v1qwZgYGBLqhWpGbRyXGpkjw8PJg7dy6dOnViz549REZGkp+ff8Y01LBhw3jggQfYu3cvsbGxdOrUieuvv96FVYvUDJqqkiotKSmJW2+9lfbt29OyZUvCwsLo3bt3cYCkpKSQlJRE3bp16d+/v4urFSlU3aeq1HFIlebl5cXrr7/OAw88wNtvv82CBQto2bIlhw4dIjMzkz59+tC6dWtXlylSoyg4pMqy1tKxY0c6duwIwAMPPMCgQYPw8vLiP//5D8HB1fYPOpEqTcEhVdbZl9WuXLmSunXrUrt2bYYPH+6iqkREwSFVSnZ2NsYYvL29AcjLyyMlJYWIiAhyc3OZNGkSV111lYurFKnZdDmuVBmLFy+mffv2HD58uPiyW09Pz+IOY/Xq1XTt2tXFVYqIOg5xuYMHDxIREUFCQgJz5szh2muvPeP1li1b8uCDD7qoOhE5mzoOcRlrLZ988gn+/v5cd911JCYmctNNN7m6LBG5AHUc4hJ79uxh/Pjx7N+/n2XLlmkKSsSNqOOQSlVQUMD06dPp2rUrN954I5s3b1ZoiLgZdRxSaXbs2MGYMWPIy8vjm2++Kb4/Q0TcizoOqXB5eXm8/vrr3HjjjYSGhvLtt98qNETcmDoOqVAJCQmEhYXRuHFjYmNjtTyISDWgjkMqRE5ODpGRkdxyyy1ERESwYsUKhYZINaGOQ8rdhg0bCAsLo2PHjiQmJtK0aVNXlyQi5UjBIeUmMzOTF154gaioKKZNm8aQIUNcXZKIVABNVUm5WLlyJX5+fmRkZOB0OhUaItWYOg65LIcPH+app54iOjqamTNnMnDgQFeXJCIVTB2HXLLPP/8ch8OBr68vycnJCg2RGkIdh5TZgQMHmDBhAk6nk88++4xevXq5uiQRqUTqOOSiWWuZPXs2/v7+tGvXjoSEBIWGSA2kjkMuSkpKCuPGjeOXX35hxYoVBAUFubokEXERdRxSqoKCAqZNm0ZwcDAhISFs2rRJoSFSw6njkPPatm0bo0ePplatWnz33Xe0b9/e1SWJSBWgjkPOkZuby1//+ld69+7NPffcw7p16xQaIlJMHYecYcuWLYSFhdGkSRPi4uJo1aqVq0sSkSpGHYcAkJ2dzfPPP89tt93GE088wfLlyxUaIlIidRzC+vXrCQsLw9/fn6SkJJo0aeLqkkSkClNw1GDHjx/n+eefZ9GiRbz99tvcfffdri5JRNyApqpqqOXLl+NwOMjOzsbpdCo0ROSiqeOoYQ4dOsQTTzzBt99+y/vvv0///v1dXZKIuBl1HDWEtZaFCxficDho1KgRycnJCg0RuSTqOGqA1NRUwsPD2bFjB//617+4/vrrXV2SiLgxdRzVmLWWDz74gICAABwOB/Hx8QoNEbls6jiqqV27djFu3DiOHDnCqlWrCAgIcHVJIlJNqOOoZvLz83nzzTfp3r07t9xyCzExMQoNESlX6jiqka1btxIWFkbt2rXZsGED7dq1c3VJIlINqeOoBk6ePMmrr75Knz59ePDBB4mOjlZoiEiFUcfh5mJjYwkLC6NZs2Zs2bKFFi1auLokEanm1HG4qaysLJ599lluv/12nn32WZYuXarQEJFKoeBwQ+vWrSMgIIC9e/eSnJzMvffeizHG1WWJSA2hqSo3kpGRwXPPPceSJUuYPn06d955p6tLEpEaSB2Hm1i6dCkOh4P8/HycTqdCQ0RcRh1HFZeens7jjz/Oxo0bmT17Nv369XN1SSJSw6njqKKstcyfPx+Hw0GTJk1ISkpSaIhIlaCOowr6+eefCQ8P58cff+SLL76gR48eri5JRKSYOo4qxFrLrFmzCAwMJCgoiC1btig0RKTKUcdRRfz444+MGTOGzMxM1qxZg5+fn6tLEhEpkToOF8vPz2fy5Mn06NGD22+/nY0bNyo0RKRKU8fhQk6nk7CwMOrWrUtMTAxt27Z1dUkiIhekjsMFTp48ycSJEwkJCSEsLIyvv/5aoSEibkMdRyXbtGkTYWFhtG7dmvj4eJo3b+7qkkREykTBUUmysrL485//zNy5c3nzzTcZNmyY1pcSEbekqapKEB0djZ+fHwcOHMDpdDJ8+HCFhoi4LXUcFejYsWM888wzLF++nHfffZc77rjD1SWJiFw2dRwVZMmSJTgcDmrVqoXT6VRoiEi1oY6jnKWlpfHoo4+yefNmPvnkE/r27evqkkREypU6jnJirWXu3Ln4+fnRokULkpKSFBoiUi3VmODw8PAgMDCQzp07ExAQwD/+8Q8KCgpKHDty5EiioqIu+th79+5l8ODBTJo0ia+++oo33niDlStXsnXr1gvuu3jx4osaJyJSVdSY4PDx8SEhIYHvv/+eVatWsXz5ciZOnHhZxywoKGDGjBl06dKFHj16EBsbS3BwMHDxgaDgEBF3Y6y1530xODjYxsbGVmI5FcfX15fMzMzi73ft2kW3bt1IT08/59LYkSNHcscddxAaGlq8LTMzk7vuuosjR46Qm5tLeHg4CxYsICcnhzvvvJP58+djjMHf35+HH36YO+64gwYNGtCgQQM+//xz1qxZwz//+U9OnjxJ27Zt+eSTT0hISDhnHMAjjzxCWloadevWZdasWXTo0KFyfkgiUi6MMXHW2mBX11FhrLXn/eratautLq644opztjVo0MAeOHDgnO0PPvigXbhw4RnbcnNz7bFjx2xubq59+eWXba1atezkyZNtYmKi/cMf/mDT0tKstdYeOnSoxGOkp6cX/z8yMtJOnTq1xHH9+vWzP/zwg7XW2piYGBsSEnKpH1lEXASItaX8bnX3L11VdZGstYwdO5Yvv/wSDw8PvLy8GDFiBAsXLmTo0KFceeWVADRq1KjE/Z1OJy+++CJHjx4lMzOTgQMHnjMmMzOTDRs2MHTo0OJtJ06cqJgPJCJyiWpscOzatQsPDw+uvvpqHnroIeLj47n22mtZtmzZOWNPnDjBn/70J1asWMFbb73F2LFjadOmDTk5ORf9fiNHjmTx4sUEBAQwe/Zs1q5de86YgoICGjZsSEJCwmV8MhGRilVjTo6fLi0tjfHjxzNhwgSMMXz44YckJCSUGBobN24kKCiIXbt2cc899zBu3DjWrl3LTz/9BEC/fv1YuHAhhw4dAuDw4cMA1KtXj+PHjxcf5/jx4zRt2pTc3Fzmzp1bvP30cfXr16dNmzYsXLgQKOxyEhMTK+aHICJyiWpMcGRnZxdfjtu/f39uueUWXn755fOOHzduHPXq1aNXr17k5eWxZs0atm3bhp+fHx9//HHxCevOnTsTGRlJnz59CAgI4MknnwRg+PDh/O1vfyMoKIgff/yRV199lR49enDjjTeecbL77HFz587l/fffJyAggM6dO/PFF19U7A9GRKSMasxVVWWxevVqxo4dS69evZgyZQqNGzd2dUki4kaq+1VVNfYcR0mOHj3KU089xerVq5kxYwa33Xabq0sSEalyasxU1YUsXryYzp074+3tTXJyskJDROQ8anzHcfDgQSIiIkhISGDevHncdNNNri5JRKRKqzHB4eHhgZ+fX/H3w4YNo1mzZjzyyCOMGzeOjz76CB8fn3PuMK8IlfEeIiIVpcYEx6m1qgD27NnDuHHjSE1NpV69evz3f/83Pj4+ri1QRMRN1KhzHAUFBbzzzjt06dKF3r178+CDD5Kenk5ISAghISHF4yIjIwkICKBnz54cPHgQKHwwU48ePQgKCqJ///7F21955RVGjRpF3759ue6665g6dWrxcSZPnozD4cDhcPDmm29W6mcVEakwpa1HUp3WqqpVq5a94oorbN26dW379u3t/PnzrbXWtmrVqnidKWutBeyXX35prbX2mWeesa+++qq11trDhw/bgoICa62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Metabolite/Donor ID
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cpd00013_e01.922963e+00-1.733975e-01-1.749566e+00
cpd00020_e00.000000e+00-4.629086e+004.629086e+00
cpd00027_e05.000000e+00-1.585256e+00-3.414744e+00
cpd00028_e04.033567e-040.000000e+00-4.033567e-04
cpd00029_e0-4.682720e+005.103239e+00-4.205191e-01
cpd00030_e04.630652e-04-5.970854e-05-4.033567e-04
cpd00033_e00.000000e+00-1.680454e-021.680454e-02
cpd00034_e04.328221e-04-2.946543e-05-4.033567e-04
cpd00036_e0-2.053677e+005.744498e-021.996232e+00
cpd00041_e00.000000e+00-3.906456e-013.906456e-01
cpd00047_e0-3.630210e-030.000000e+003.630210e-03
cpd00048_e03.748418e-04-3.748418e-040.000000e+00
cpd00053_e00.000000e+00-7.420839e-027.420839e-02
cpd00054_e00.000000e+00-7.768686e-027.768686e-02
cpd00058_e06.126390e-05-6.126390e-050.000000e+00
cpd00060_e00.000000e+00-1.329911e-021.329911e-02
cpd00063_e08.531150e-04-4.497583e-04-4.033567e-04
cpd00065_e00.000000e+00-4.911741e-034.911741e-03
cpd00066_e00.000000e+001.560199e-02-1.560199e-02
cpd00067_e0-1.047994e+012.089467e+008.390475e+00
cpd00069_e00.000000e+001.202302e-02-1.202302e-02
cpd00084_e00.000000e+00-8.065924e-038.065924e-03
cpd00098_e04.033567e-040.000000e+00-4.033567e-04
cpd00099_e04.497583e-04-4.497583e-040.000000e+00
cpd00104_e00.000000e+00-1.728178e-071.728178e-07
cpd00107_e00.000000e+00-3.892988e-023.892988e-02
cpd00116_e0-4.035295e-040.000000e+004.035295e-04
cpd00118_e00.000000e+004.033567e-04-4.033567e-04
cpd00119_e00.000000e+00-8.186206e-038.186206e-03
cpd00129_e00.000000e+00-1.910112e-021.910112e-02
cpd00132_e00.000000e+00-2.082930e-022.082930e-02
cpd00149_e04.055169e-04-2.160222e-06-4.033567e-04
cpd00161_e00.000000e+00-7.038868e-037.038868e-03
cpd00205_e01.726977e-02-1.686641e-02-4.033567e-04
cpd00221_e00.000000e+001.814323e+00-1.814323e+00
cpd00239_e04.399422e-020.000000e+00-4.399422e-02
cpd00244_e02.791007e-05-2.791007e-050.000000e+00
cpd00249_e00.000000e+002.861517e-02-2.861517e-02
cpd00254_e01.152954e-03-7.495971e-04-4.033567e-04
cpd00305_e00.000000e+00-1.926918e-051.926918e-05
cpd00309_e00.000000e+002.725850e-11-2.725850e-11
cpd00311_e00.000000e+00-2.420313e-032.420313e-03
cpd00322_e00.000000e+00-2.510429e-022.510429e-02
cpd00363_e00.000000e+002.896277e-01-2.896277e-01
cpd00438_e00.000000e+00-2.420313e-032.420313e-03
cpd00635_e04.033567e-040.000000e+00-4.033567e-04
cpd00644_e00.000000e+00-5.823959e-055.823959e-05
cpd00971_e04.033567e-040.000000e+00-4.033567e-04
cpd03586_e00.000000e+001.681171e-030.000000e+00
cpd10515_e01.116489e-03-7.131326e-04-4.033567e-04
cpd10516_e01.078037e-03-6.746806e-04-4.033567e-04
cpd11574_e06.048622e-07-6.048622e-070.000000e+00
cpd11640_e0-7.421809e+005.636930e+001.784879e+00
cps_bt_e00.000000e+000.000000e+004.033567e-04
lps_bt_e00.000000e+000.000000e+001.680653e-03
pe_cer1_bt_e00.000000e+000.000000e+004.033567e-04
sphmyln_bt_e00.000000e+000.000000e+004.033567e-04
zzEnvironment0.000000e+001.862463e+005.365975e+00
zzSpecies11.598504e+010.000000e+008.779894e+00
zzSpecies21.524267e+014.983004e+000.000000e+00
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" + ], + "text/plain": [ + " Environment Species1 Species2\n", + "Metabolite/Donor ID \n", + "12ethd_e0 -1.632696e-03 0.000000e+00 1.632696e-03\n", + "cpd00001_e0 -3.065421e+00 -3.441078e+00 6.506498e+00\n", + "cpd00009_e0 2.361809e-01 -8.335054e-02 -1.528304e-01\n", + "cpd00011_e0 -3.518477e+00 5.920368e+00 -2.401890e+00\n", + "cpd00013_e0 1.922963e+00 -1.733975e-01 -1.749566e+00\n", + "cpd00020_e0 0.000000e+00 -4.629086e+00 4.629086e+00\n", + "cpd00027_e0 5.000000e+00 -1.585256e+00 -3.414744e+00\n", + "cpd00028_e0 4.033567e-04 0.000000e+00 -4.033567e-04\n", + "cpd00029_e0 -4.682720e+00 5.103239e+00 -4.205191e-01\n", + "cpd00030_e0 4.630652e-04 -5.970854e-05 -4.033567e-04\n", + "cpd00033_e0 0.000000e+00 -1.680454e-02 1.680454e-02\n", + "cpd00034_e0 4.328221e-04 -2.946543e-05 -4.033567e-04\n", + "cpd00036_e0 -2.053677e+00 5.744498e-02 1.996232e+00\n", + "cpd00041_e0 0.000000e+00 -3.906456e-01 3.906456e-01\n", + "cpd00047_e0 -3.630210e-03 0.000000e+00 3.630210e-03\n", + "cpd00048_e0 3.748418e-04 -3.748418e-04 0.000000e+00\n", + "cpd00053_e0 0.000000e+00 -7.420839e-02 7.420839e-02\n", + "cpd00054_e0 0.000000e+00 -7.768686e-02 7.768686e-02\n", + "cpd00058_e0 6.126390e-05 -6.126390e-05 0.000000e+00\n", + "cpd00060_e0 0.000000e+00 -1.329911e-02 1.329911e-02\n", + "cpd00063_e0 8.531150e-04 -4.497583e-04 -4.033567e-04\n", + "cpd00065_e0 0.000000e+00 -4.911741e-03 4.911741e-03\n", + "cpd00066_e0 0.000000e+00 1.560199e-02 -1.560199e-02\n", + "cpd00067_e0 -1.047994e+01 2.089467e+00 8.390475e+00\n", + "cpd00069_e0 0.000000e+00 1.202302e-02 -1.202302e-02\n", + "cpd00084_e0 0.000000e+00 -8.065924e-03 8.065924e-03\n", + "cpd00098_e0 4.033567e-04 0.000000e+00 -4.033567e-04\n", + "cpd00099_e0 4.497583e-04 -4.497583e-04 0.000000e+00\n", + "cpd00104_e0 0.000000e+00 -1.728178e-07 1.728178e-07\n", + "cpd00107_e0 0.000000e+00 -3.892988e-02 3.892988e-02\n", + "cpd00116_e0 -4.035295e-04 0.000000e+00 4.035295e-04\n", + "cpd00118_e0 0.000000e+00 4.033567e-04 -4.033567e-04\n", + "cpd00119_e0 0.000000e+00 -8.186206e-03 8.186206e-03\n", + "cpd00129_e0 0.000000e+00 -1.910112e-02 1.910112e-02\n", + "cpd00132_e0 0.000000e+00 -2.082930e-02 2.082930e-02\n", + "cpd00149_e0 4.055169e-04 -2.160222e-06 -4.033567e-04\n", + "cpd00161_e0 0.000000e+00 -7.038868e-03 7.038868e-03\n", + "cpd00205_e0 1.726977e-02 -1.686641e-02 -4.033567e-04\n", + "cpd00221_e0 0.000000e+00 1.814323e+00 -1.814323e+00\n", + "cpd00239_e0 4.399422e-02 0.000000e+00 -4.399422e-02\n", + "cpd00244_e0 2.791007e-05 -2.791007e-05 0.000000e+00\n", + "cpd00249_e0 0.000000e+00 2.861517e-02 -2.861517e-02\n", + "cpd00254_e0 1.152954e-03 -7.495971e-04 -4.033567e-04\n", + "cpd00305_e0 0.000000e+00 -1.926918e-05 1.926918e-05\n", + "cpd00309_e0 0.000000e+00 2.725850e-11 -2.725850e-11\n", + "cpd00311_e0 0.000000e+00 -2.420313e-03 2.420313e-03\n", + "cpd00322_e0 0.000000e+00 -2.510429e-02 2.510429e-02\n", + "cpd00363_e0 0.000000e+00 2.896277e-01 -2.896277e-01\n", + "cpd00438_e0 0.000000e+00 -2.420313e-03 2.420313e-03\n", + "cpd00635_e0 4.033567e-04 0.000000e+00 -4.033567e-04\n", + "cpd00644_e0 0.000000e+00 -5.823959e-05 5.823959e-05\n", + "cpd00971_e0 4.033567e-04 0.000000e+00 -4.033567e-04\n", + "cpd03586_e0 0.000000e+00 1.681171e-03 0.000000e+00\n", + "cpd10515_e0 1.116489e-03 -7.131326e-04 -4.033567e-04\n", + "cpd10516_e0 1.078037e-03 -6.746806e-04 -4.033567e-04\n", + "cpd11574_e0 6.048622e-07 -6.048622e-07 0.000000e+00\n", + "cpd11640_e0 -7.421809e+00 5.636930e+00 1.784879e+00\n", + "cps_bt_e0 0.000000e+00 0.000000e+00 4.033567e-04\n", + "lps_bt_e0 0.000000e+00 0.000000e+00 1.680653e-03\n", + "pe_cer1_bt_e0 0.000000e+00 0.000000e+00 4.033567e-04\n", + "sphmyln_bt_e0 0.000000e+00 0.000000e+00 4.033567e-04\n", + "zzEnvironment 0.000000e+00 1.862463e+00 5.365975e+00\n", + "zzSpecies1 1.598504e+01 0.000000e+00 8.779894e+00\n", + "zzSpecies2 1.524267e+01 4.983004e+00 0.000000e+00" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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EnvironmentSpecies1Species2
Donor ID
EnvironmentD-Glucose; NH3Phosphate; D-Glucose; NH3
Species1H2; Acetate; CO2; H+L-Aspartate; Pyruvate
Species2H2; Succinate; H2O; H+D-Lactate; Ethanol; Acetate
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" + ], + "text/plain": [ + " Environment Species1 \\\n", + "Donor ID \n", + "Environment D-Glucose; NH3 \n", + "Species1 H2; Acetate; CO2; H+ \n", + "Species2 H2; Succinate; H2O; H+ D-Lactate; Ethanol; Acetate \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment Phosphate; D-Glucose; NH3 \n", + "Species1 L-Aspartate; Pyruvate \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1300\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "data": { + "image/png": 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EnvironmentSpecies1Species2
Metabolite/Donor ID
12ethd_e0-1.641340e-030.000000e+001.641340e-03
cpd00001_e0-2.856448e+00-3.753684e+006.610132e+00
cpd00009_e02.374313e-01-8.379182e-02-1.536395e-01
cpd00011_e0-3.762308e+006.093572e+00-2.331264e+00
cpd00013_e01.933144e+00-2.746091e-01-1.658535e+00
cpd00020_e00.000000e+00-5.334537e+005.334537e+00
cpd00027_e05.000000e+00-2.136923e-01-4.786308e+00
cpd00028_e04.054922e-040.000000e+00-4.054922e-04
cpd00029_e0-4.793535e+005.478940e+00-6.854048e-01
cpd00030_e04.655169e-04-6.002466e-05-4.054922e-04
cpd00033_e00.000000e+00-5.490120e-035.490120e-03
cpd00034_e04.351136e-04-2.962143e-05-4.054922e-04
cpd00036_e0-1.925530e+005.774911e-021.867781e+00
cpd00041_e00.000000e+00-4.806489e-014.806489e-01
cpd00047_e0-3.649430e-030.000000e+003.649430e-03
cpd00048_e03.768263e-04-3.768263e-040.000000e+00
cpd00051_e00.000000e+002.504184e-02-2.504184e-02
cpd00053_e00.000000e+00-9.964311e-029.964311e-02
cpd00058_e06.158826e-05-6.158826e-050.000000e+00
cpd00060_e00.000000e+00-1.336952e-021.336952e-02
cpd00063_e08.576317e-04-4.521394e-04-4.054922e-04
cpd00065_e00.000000e+00-4.937745e-034.937745e-03
cpd00066_e00.000000e+001.568459e-02-1.568459e-02
cpd00067_e0-1.034341e+012.301701e+008.041708e+00
cpd00069_e00.000000e+001.208667e-02-1.208667e-02
cpd00082_e00.000000e+00-1.369475e+001.369475e+00
cpd00084_e00.000000e+00-8.108628e-038.108628e-03
cpd00098_e04.054922e-040.000000e+00-4.054922e-04
cpd00099_e04.521394e-04-4.521394e-040.000000e+00
cpd00104_e00.000000e+00-1.737327e-071.737327e-07
cpd00107_e00.000000e+00-3.913599e-023.913599e-02
cpd00116_e0-4.056659e-040.000000e+004.056659e-04
cpd00118_e00.000000e+004.054922e-04-4.054922e-04
cpd00119_e00.000000e+00-4.042839e-034.042839e-03
cpd00129_e00.000000e+00-1.920225e-021.920225e-02
cpd00132_e00.000000e+00-2.093957e-022.093957e-02
cpd00149_e04.076639e-04-2.171659e-06-4.054922e-04
cpd00161_e00.000000e+00-7.076134e-037.076134e-03
cpd00182_e00.000000e+002.350430e-03-2.350430e-03
cpd00205_e01.736120e-02-1.695571e-02-4.054922e-04
cpd00221_e00.000000e+002.370045e+00-2.370045e+00
cpd00239_e04.422714e-020.000000e+00-4.422714e-02
cpd00244_e02.805784e-05-2.805784e-050.000000e+00
cpd00249_e00.000000e+002.876667e-02-2.876667e-02
cpd00254_e01.159058e-03-7.535657e-04-4.054922e-04
cpd00305_e00.000000e+00-1.937120e-051.937120e-05
cpd00322_e00.000000e+00-2.523720e-022.523720e-02
cpd00363_e00.000000e+002.850172e-02-2.850172e-02
cpd00635_e04.054922e-040.000000e+00-4.054922e-04
cpd00644_e00.000000e+00-5.854793e-055.854793e-05
cpd00971_e04.054922e-046.776264e-21-4.054922e-04
cpd03586_e00.000000e+001.690072e-030.000000e+00
cpd10515_e01.122400e-03-7.169081e-04-4.054922e-04
cpd10516_e01.083745e-03-6.782526e-04-4.054922e-04
cpd11574_e06.080646e-07-6.080646e-070.000000e+00
cpd11640_e0-7.772487e+005.752956e+002.019531e+00
cps_bt_e00.000000e+000.000000e+004.054922e-04
lps_bt_e00.000000e+000.000000e+001.689551e-03
pe_cer1_bt_e00.000000e+000.000000e+004.054922e-04
sphmyln_bt_e00.000000e+000.000000e+004.054922e-04
zzEnvironment0.000000e+005.926609e-016.647575e+00
zzSpecies11.666825e+010.000000e+001.118561e+01
zzSpecies21.479116e+015.499552e+000.000000e+00
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" + ], + "text/plain": [ + " Environment Species1 Species2\n", + "Metabolite/Donor ID \n", + "12ethd_e0 -1.641340e-03 0.000000e+00 1.641340e-03\n", + "cpd00001_e0 -2.856448e+00 -3.753684e+00 6.610132e+00\n", + "cpd00009_e0 2.374313e-01 -8.379182e-02 -1.536395e-01\n", + "cpd00011_e0 -3.762308e+00 6.093572e+00 -2.331264e+00\n", + "cpd00013_e0 1.933144e+00 -2.746091e-01 -1.658535e+00\n", + "cpd00020_e0 0.000000e+00 -5.334537e+00 5.334537e+00\n", + "cpd00027_e0 5.000000e+00 -2.136923e-01 -4.786308e+00\n", + "cpd00028_e0 4.054922e-04 0.000000e+00 -4.054922e-04\n", + "cpd00029_e0 -4.793535e+00 5.478940e+00 -6.854048e-01\n", + "cpd00030_e0 4.655169e-04 -6.002466e-05 -4.054922e-04\n", + "cpd00033_e0 0.000000e+00 -5.490120e-03 5.490120e-03\n", + "cpd00034_e0 4.351136e-04 -2.962143e-05 -4.054922e-04\n", + "cpd00036_e0 -1.925530e+00 5.774911e-02 1.867781e+00\n", + "cpd00041_e0 0.000000e+00 -4.806489e-01 4.806489e-01\n", + "cpd00047_e0 -3.649430e-03 0.000000e+00 3.649430e-03\n", + "cpd00048_e0 3.768263e-04 -3.768263e-04 0.000000e+00\n", + "cpd00051_e0 0.000000e+00 2.504184e-02 -2.504184e-02\n", + "cpd00053_e0 0.000000e+00 -9.964311e-02 9.964311e-02\n", + "cpd00058_e0 6.158826e-05 -6.158826e-05 0.000000e+00\n", + "cpd00060_e0 0.000000e+00 -1.336952e-02 1.336952e-02\n", + "cpd00063_e0 8.576317e-04 -4.521394e-04 -4.054922e-04\n", + "cpd00065_e0 0.000000e+00 -4.937745e-03 4.937745e-03\n", + "cpd00066_e0 0.000000e+00 1.568459e-02 -1.568459e-02\n", + "cpd00067_e0 -1.034341e+01 2.301701e+00 8.041708e+00\n", + "cpd00069_e0 0.000000e+00 1.208667e-02 -1.208667e-02\n", + "cpd00082_e0 0.000000e+00 -1.369475e+00 1.369475e+00\n", + "cpd00084_e0 0.000000e+00 -8.108628e-03 8.108628e-03\n", + "cpd00098_e0 4.054922e-04 0.000000e+00 -4.054922e-04\n", + "cpd00099_e0 4.521394e-04 -4.521394e-04 0.000000e+00\n", + "cpd00104_e0 0.000000e+00 -1.737327e-07 1.737327e-07\n", + "cpd00107_e0 0.000000e+00 -3.913599e-02 3.913599e-02\n", + "cpd00116_e0 -4.056659e-04 0.000000e+00 4.056659e-04\n", + "cpd00118_e0 0.000000e+00 4.054922e-04 -4.054922e-04\n", + "cpd00119_e0 0.000000e+00 -4.042839e-03 4.042839e-03\n", + "cpd00129_e0 0.000000e+00 -1.920225e-02 1.920225e-02\n", + "cpd00132_e0 0.000000e+00 -2.093957e-02 2.093957e-02\n", + "cpd00149_e0 4.076639e-04 -2.171659e-06 -4.054922e-04\n", + "cpd00161_e0 0.000000e+00 -7.076134e-03 7.076134e-03\n", + "cpd00182_e0 0.000000e+00 2.350430e-03 -2.350430e-03\n", + "cpd00205_e0 1.736120e-02 -1.695571e-02 -4.054922e-04\n", + "cpd00221_e0 0.000000e+00 2.370045e+00 -2.370045e+00\n", + "cpd00239_e0 4.422714e-02 0.000000e+00 -4.422714e-02\n", + "cpd00244_e0 2.805784e-05 -2.805784e-05 0.000000e+00\n", + "cpd00249_e0 0.000000e+00 2.876667e-02 -2.876667e-02\n", + "cpd00254_e0 1.159058e-03 -7.535657e-04 -4.054922e-04\n", + "cpd00305_e0 0.000000e+00 -1.937120e-05 1.937120e-05\n", + "cpd00322_e0 0.000000e+00 -2.523720e-02 2.523720e-02\n", + "cpd00363_e0 0.000000e+00 2.850172e-02 -2.850172e-02\n", + "cpd00635_e0 4.054922e-04 0.000000e+00 -4.054922e-04\n", + "cpd00644_e0 0.000000e+00 -5.854793e-05 5.854793e-05\n", + "cpd00971_e0 4.054922e-04 6.776264e-21 -4.054922e-04\n", + "cpd03586_e0 0.000000e+00 1.690072e-03 0.000000e+00\n", + "cpd10515_e0 1.122400e-03 -7.169081e-04 -4.054922e-04\n", + "cpd10516_e0 1.083745e-03 -6.782526e-04 -4.054922e-04\n", + "cpd11574_e0 6.080646e-07 -6.080646e-07 0.000000e+00\n", + "cpd11640_e0 -7.772487e+00 5.752956e+00 2.019531e+00\n", + "cps_bt_e0 0.000000e+00 0.000000e+00 4.054922e-04\n", + "lps_bt_e0 0.000000e+00 0.000000e+00 1.689551e-03\n", + "pe_cer1_bt_e0 0.000000e+00 0.000000e+00 4.054922e-04\n", + "sphmyln_bt_e0 0.000000e+00 0.000000e+00 4.054922e-04\n", + "zzEnvironment 0.000000e+00 5.926609e-01 6.647575e+00\n", + "zzSpecies1 1.666825e+01 0.000000e+00 1.118561e+01\n", + "zzSpecies2 1.479116e+01 5.499552e+00 0.000000e+00" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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EnvironmentSpecies1Species2
Donor ID
EnvironmentD-Glucose; NH3Phosphate; D-Glucose; NH3
Species1H2; Acetate; CO2; H+L-Aspartate; Pyruvate; D-Fructose
Species2H2; Succinate; H2O; H+D-Lactate; Acetate
\n", + "
" + ], + "text/plain": [ + " Environment Species1 \\\n", + "Donor ID \n", + "Environment D-Glucose; NH3 \n", + "Species1 H2; Acetate; CO2; H+ \n", + "Species2 H2; Succinate; H2O; H+ D-Lactate; Acetate \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment Phosphate; D-Glucose; NH3 \n", + "Species1 L-Aspartate; Pyruvate; D-Fructose \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1350\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "data": { + "image/png": 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Metabolite/Donor ID
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cpd00028_e04.055331e-040.000000e+00-4.055331e-04
cpd00029_e0-4.822227e+005.507701e+00-6.854739e-01
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cpd00034_e04.351575e-04-2.962442e-05-4.055331e-04
cpd00036_e0-1.896507e+005.775493e-021.838752e+00
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cpd00058_e06.159446e-05-6.159446e-050.000000e+00
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cpd00063_e08.577181e-04-4.521850e-04-4.055331e-04
cpd00065_e00.000000e+00-4.938242e-034.938242e-03
cpd00066_e00.000000e+001.568617e-02-1.568617e-02
cpd00067_e0-1.031423e+012.397645e+007.916582e+00
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cpd00099_e04.521850e-04-4.521850e-040.000000e+00
cpd00104_e00.000000e+00-1.737502e-071.737502e-07
cpd00106_e00.000000e+002.664535e-15-2.664535e-15
cpd00107_e00.000000e+00-3.913993e-023.913993e-02
cpd00116_e0-4.057068e-040.000000e+004.057068e-04
cpd00117_e00.000000e+000.000000e+00-4.336809e-19
cpd00118_e00.000000e+004.055331e-04-4.055331e-04
cpd00119_e00.000000e+008.046634e-03-8.046634e-03
cpd00129_e00.000000e+00-1.920418e-021.920418e-02
cpd00132_e00.000000e+00-2.094168e-022.094168e-02
cpd00149_e04.077049e-04-2.171878e-06-4.055331e-04
cpd00161_e00.000000e+00-7.076847e-037.076847e-03
cpd00182_e00.000000e+002.350667e-03-2.350667e-03
cpd00205_e01.736295e-02-1.695742e-02-4.055331e-04
cpd00221_e00.000000e+002.478086e+00-2.478086e+00
cpd00239_e04.423160e-020.000000e+00-4.423160e-02
cpd00244_e02.806066e-05-2.806066e-050.000000e+00
cpd00249_e00.000000e+002.876956e-02-2.876956e-02
cpd00254_e01.159175e-03-7.536417e-04-4.055331e-04
cpd00305_e00.000000e+00-1.937315e-051.937315e-05
cpd00322_e00.000000e+00-2.523974e-022.523974e-02
cpd00363_e00.000000e+002.850460e-02-2.850460e-02
cpd00635_e04.055331e-040.000000e+00-4.055331e-04
cpd00644_e00.000000e+00-5.855383e-055.855383e-05
cpd00971_e04.055331e-041.355253e-20-4.055331e-04
cpd03586_e00.000000e+001.690242e-030.000000e+00
cpd10515_e01.122513e-03-7.169804e-04-4.055331e-04
cpd10516_e01.083854e-03-6.783209e-04-4.055331e-04
cpd11574_e06.081258e-07-6.081258e-070.000000e+00
cpd11640_e0-7.858907e+005.781746e+002.077161e+00
cps_bt_e00.000000e+000.000000e+004.055331e-04
lps_bt_e00.000000e+000.000000e+001.689721e-03
pe_cer1_bt_e00.000000e+000.000000e+004.055331e-04
sphmyln_bt_e00.000000e+000.000000e+004.055331e-04
zzEnvironment0.000000e+002.044444e+005.196018e+00
zzSpecies11.687949e+010.000000e+009.876096e+00
zzSpecies21.463750e+015.605426e+000.000000e+00
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" + ], + "text/plain": [ + " Environment Species1 Species2\n", + "Metabolite/Donor ID \n", + "12ethd_e0 -1.641505e-03 0.000000e+00 1.641505e-03\n", + "cpd00001_e0 -2.799308e+00 -3.746002e+00 6.545311e+00\n", + "cpd00009_e0 2.374552e-01 -8.380026e-02 -1.536550e-01\n", + "cpd00011_e0 -3.820114e+00 6.134485e+00 -2.314372e+00\n", + "cpd00013_e0 1.933339e+00 -3.109064e-01 -1.622432e+00\n", + "cpd00020_e0 0.000000e+00 -5.399554e+00 5.399554e+00\n", + "cpd00027_e0 5.000000e+00 -1.629168e+00 -3.370832e+00\n", + "cpd00028_e0 4.055331e-04 0.000000e+00 -4.055331e-04\n", + "cpd00029_e0 -4.822227e+00 5.507701e+00 -6.854739e-01\n", + "cpd00030_e0 4.655638e-04 -6.003071e-05 -4.055331e-04\n", + "cpd00033_e0 0.000000e+00 6.599208e-03 -6.599208e-03\n", + "cpd00034_e0 4.351575e-04 -2.962442e-05 -4.055331e-04\n", + "cpd00036_e0 -1.896507e+00 5.775493e-02 1.838752e+00\n", + "cpd00041_e0 0.000000e+00 -4.927872e-01 4.927872e-01\n", + "cpd00047_e0 -3.649798e-03 0.000000e+00 3.649798e-03\n", + "cpd00048_e0 3.768643e-04 -3.768643e-04 0.000000e+00\n", + "cpd00051_e0 0.000000e+00 2.504436e-02 -2.504436e-02\n", + "cpd00053_e0 0.000000e+00 -9.965315e-02 9.965315e-02\n", + "cpd00058_e0 6.159446e-05 -6.159446e-05 0.000000e+00\n", + "cpd00060_e0 0.000000e+00 -1.337086e-02 1.337086e-02\n", + "cpd00063_e0 8.577181e-04 -4.521850e-04 -4.055331e-04\n", + "cpd00065_e0 0.000000e+00 -4.938242e-03 4.938242e-03\n", + "cpd00066_e0 0.000000e+00 1.568617e-02 -1.568617e-02\n", + "cpd00067_e0 -1.031423e+01 2.397645e+00 7.916582e+00\n", + "cpd00069_e0 0.000000e+00 1.208789e-02 -1.208789e-02\n", + "cpd00084_e0 0.000000e+00 -8.109445e-03 8.109445e-03\n", + "cpd00098_e0 4.055331e-04 0.000000e+00 -4.055331e-04\n", + "cpd00099_e0 4.521850e-04 -4.521850e-04 0.000000e+00\n", + "cpd00104_e0 0.000000e+00 -1.737502e-07 1.737502e-07\n", + "cpd00106_e0 0.000000e+00 2.664535e-15 -2.664535e-15\n", + "cpd00107_e0 0.000000e+00 -3.913993e-02 3.913993e-02\n", + "cpd00116_e0 -4.057068e-04 0.000000e+00 4.057068e-04\n", + "cpd00117_e0 0.000000e+00 0.000000e+00 -4.336809e-19\n", + "cpd00118_e0 0.000000e+00 4.055331e-04 -4.055331e-04\n", + "cpd00119_e0 0.000000e+00 8.046634e-03 -8.046634e-03\n", + "cpd00129_e0 0.000000e+00 -1.920418e-02 1.920418e-02\n", + "cpd00132_e0 0.000000e+00 -2.094168e-02 2.094168e-02\n", + "cpd00149_e0 4.077049e-04 -2.171878e-06 -4.055331e-04\n", + "cpd00161_e0 0.000000e+00 -7.076847e-03 7.076847e-03\n", + "cpd00182_e0 0.000000e+00 2.350667e-03 -2.350667e-03\n", + "cpd00205_e0 1.736295e-02 -1.695742e-02 -4.055331e-04\n", + "cpd00221_e0 0.000000e+00 2.478086e+00 -2.478086e+00\n", + "cpd00239_e0 4.423160e-02 0.000000e+00 -4.423160e-02\n", + "cpd00244_e0 2.806066e-05 -2.806066e-05 0.000000e+00\n", + "cpd00249_e0 0.000000e+00 2.876956e-02 -2.876956e-02\n", + "cpd00254_e0 1.159175e-03 -7.536417e-04 -4.055331e-04\n", + "cpd00305_e0 0.000000e+00 -1.937315e-05 1.937315e-05\n", + "cpd00322_e0 0.000000e+00 -2.523974e-02 2.523974e-02\n", + "cpd00363_e0 0.000000e+00 2.850460e-02 -2.850460e-02\n", + "cpd00635_e0 4.055331e-04 0.000000e+00 -4.055331e-04\n", + "cpd00644_e0 0.000000e+00 -5.855383e-05 5.855383e-05\n", + "cpd00971_e0 4.055331e-04 1.355253e-20 -4.055331e-04\n", + "cpd03586_e0 0.000000e+00 1.690242e-03 0.000000e+00\n", + "cpd10515_e0 1.122513e-03 -7.169804e-04 -4.055331e-04\n", + "cpd10516_e0 1.083854e-03 -6.783209e-04 -4.055331e-04\n", + "cpd11574_e0 6.081258e-07 -6.081258e-07 0.000000e+00\n", + "cpd11640_e0 -7.858907e+00 5.781746e+00 2.077161e+00\n", + "cps_bt_e0 0.000000e+00 0.000000e+00 4.055331e-04\n", + "lps_bt_e0 0.000000e+00 0.000000e+00 1.689721e-03\n", + "pe_cer1_bt_e0 0.000000e+00 0.000000e+00 4.055331e-04\n", + "sphmyln_bt_e0 0.000000e+00 0.000000e+00 4.055331e-04\n", + "zzEnvironment 0.000000e+00 2.044444e+00 5.196018e+00\n", + "zzSpecies1 1.687949e+01 0.000000e+00 9.876096e+00\n", + "zzSpecies2 1.463750e+01 5.605426e+00 0.000000e+00" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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EnvironmentSpecies1Species2
Donor ID
EnvironmentD-Glucose; NH3Phosphate; D-Glucose; NH3
Species1H2; Acetate; CO2; H+L-Aspartate; Pyruvate
Species2H2; Succinate; H2O; H+D-Lactate; Acetate
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" + ], + "text/plain": [ + " Environment Species1 \\\n", + "Donor ID \n", + "Environment D-Glucose; NH3 \n", + "Species1 H2; Acetate; CO2; H+ \n", + "Species2 H2; Succinate; H2O; H+ D-Lactate; Acetate \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment Phosphate; D-Glucose; NH3 \n", + "Species1 L-Aspartate; Pyruvate \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", + "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", + "\n", + "org_model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "abundances = {\"Species1\":0.5,\"Species2\":0.5}\n", + "\n", + "# evaluate the influence of kinetic constraints over a range of coefficients\n", + "%run ../../../modelseedpy/community/mscommunity.py\n", + "plots = []\n", + "for kinetic_coeff in range(800,1400,50):\n", + " banner = '\\n{}\\nKinetic coefficient: {}'.format('='*50, kinetic_coeff)\n", + " print(banner)\n", + " \n", + " model = org_model.copy()\n", + " cfba = MSCommunity(model, abundances=abundances)\n", + " cfba.gapfill(media)\n", + " cfba.constrain(kinetic_coeff = kinetic_coeff)\n", + " cfba.run(media)\n", + " cross_feeding, exMets = cfba.compute_interactions(threshold=.1, filename=f\"KinCoeff_{kinetic_coeff}.svg\")\n", + " display(cross_feeding)\n", + " display(exMets)" + ] + }, + { + "cell_type": "markdown", + "id": "949dd07b", + "metadata": {}, + "source": [ + "### variable abundances" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "235dc11e", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", + "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "kinetic_coeff = 2000\n", + "\n", + "# evaluate the influence of kinetic constraints over a range of coefficients\n", + "plots = []\n", + "for abundance in range(0, 10):\n", + " species_1 = abundance/10 # B. Theta\n", + " species_2 = 1-species_1 # E. coli\n", + " banner = '\\n{}\\nAbundance\\nspecies 1:{}\\tspecies 2:{}'.format('='*30, species_1, species_2)\n", + " print(banner)\n", + " model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + " media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + " cfba = MSCommunity(model)\n", + " cfba.drain_fluxes(media)\n", + " cfba.gapfill(media)\n", + "\n", + " cfba.constrain(media, kinetic_coeff = kinetic_coeff, abundances = {\"1\":species_1,\"2\":species_2})\n", + " solution = cfba.run()\n", + " cfba.compute_interactions(solution)\n", + " graph, pos, labels = cfba.visualize()\n", + " plots.append((graph, pos, labels, banner))" + ] + }, + { + "cell_type": "markdown", + "id": "bf06e8f1", + "metadata": {}, + "source": [ + "# 3-member Electrosynth model" + ] + }, + { + "cell_type": "markdown", + "id": "ffb23bd5", + "metadata": {}, + "source": [ + "### sans kinetic constraints" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "a051a152", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "\n", + "Model objective value: 0.12453728378574319\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.110895 0.383884\n", + "2 1.257597 0.000000 0.253042\n", + "3 1.554671 2.139689 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 1.257597 1.554671\n", + "2 0.110895 0.000000 2.139689\n", + "3 0.383884 0.253042 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "(,\n", + " {1: array([1.00000000e+00, 1.98682151e-08]),\n", + " 2: array([-0.50000007, 0.86602542]),\n", + " 3: array([-0.49999993, -0.86602544])},\n", + " {(1, 2): '-1.15', (1, 3): '-1.17', (2, 3): '-1.89'})" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import networkx\n", + "\n", + "%run ../../modelseedpy/core/mscommunity.py\n", + "modelInfo = [\"electro.community.edited.v2\",93204]\n", + "mediaInfo = [\"CO2_minimal\",93204]\n", + "model = kbase.get_from_ws(modelInfo[0],modelInfo[1])\n", + "media = kbase.get_from_ws(mediaInfo[0],mediaInfo[1])\n", + "\n", + "# simulate and visualize the model\n", + "cfba = MSCommunity(model)\n", + "cfba.drain_fluxes(media)\n", + "cfba.gapfill(media)\n", + "cfba.constrain(media)#, kinetic_coeff=2100, abundances={\"1\":0.5,\"2\":0.5})\n", + "solution = cfba.run()\n", + "cfba.compute_interactions(solution)\n", + "cfba.visualize()" + ] + }, + { + "cell_type": "markdown", + "id": "57eee1a7", + "metadata": {}, + "source": [ + "### variable kinetic coefficients" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "b830ba75", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 800\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n", + "3:bio4\n", + "\n", + "Model objective value: 0.07079560936880114\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.326093 0.486814\n", + "2 1.695546 0.000000 0.826021\n", + "3 0.000157 2.310370 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 1.695546 0.000157\n", + "2 0.326093 0.000000 2.310370\n", + "3 0.486814 0.826021 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 850\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n", + "3:bio4\n", + "\n", + "Model objective value: 0.09316851596661113\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 1.036769 0.407606\n", + "2 2.521830 0.000000 0.509923\n", + "3 0.000236 1.774988 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 2.521830 0.000236\n", + "2 1.036769 0.000000 1.774988\n", + "3 0.407606 0.509923 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 900\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n", + "3:bio4\n", + "\n", + "Model objective value: 0.09316851596661088\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.861631 0.407606\n", + "2 2.348143 0.000000 0.509923\n", + "3 0.000203 1.958571 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 2.348143 0.000203\n", + "2 0.861631 0.000000 1.958571\n", + "3 0.407606 0.509923 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 950\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n", + "3:bio4\n", + "\n", + "Model objective value: 0.09316851596661145\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.678048 0.407606\n", + "2 2.348143 0.000000 0.509923\n", + "3 0.000203 2.142155 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 2.348143 0.000203\n", + "2 0.678048 0.000000 2.142155\n", + "3 0.407606 0.509923 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1000\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n", + "3:bio4\n", + "\n", + "Model objective value: 0.09316851596661214\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.494464 0.407606\n", + "2 2.348143 0.000000 0.509923\n", + "3 0.000203 2.325738 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 2.348143 0.000203\n", + "2 0.494464 0.000000 2.325738\n", + "3 0.407606 0.509923 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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IhK4QLei+++7jueeeIzU1lTNnzjB79mw+/vhjgoKCWLhwIZ9++ikVFRX2LlPYkISuEHbStWtXnn76abZv305+fj6KomA0GunZsyfz5s3jww8/lJaUbZCErhCtgK+vL4899hjx8fEUFhby05/+lOTkZPr168eMGTNYs2YNRUVF9i5TNAP5IU2IVqympoadO3eiqirbtm0jLCxMfxijZ8+e9i5P3IbsXhCiDairq2PXrl16Q54+ffroAdy/f397lye+RxreCNEGuLm5ERERQUREBCaTifT0dFRVZfLkyXTr1k0P4LCwMHkcuRWTma4QDs5sNrN//36MRiNxcXF07NhRD+ARI0ZIANuBLC8I0U5omsahQ4f0p+EsFosewGPHjpV+EC1EQleIdkjTNI4fP64H8LVr1/SGPJMmTcLZ2dneJbZZErpCCLKzs/UAvnTpkt6QZ9q0abi6utq7vDZFQlcIcZPc3Fy9H8TZs2dZsGABiqIwa9Ys3Nzc7F2ew5PQFULcVkFBAZs3b8ZoNPLtt98yb948YmNjmTt3Lh07drR3eQ5JGt4IIW4rODiYX/7yl+zZs4fs7GymTJnC2rVrCQwMJDY2lg0bNlBZWWnvMtsMCV0hhC4gIIBnn32Wr776inPnzhEZGcnnn39OcHAwCxYsYP369Vy5csXeZTo0CV0hRKP8/Pz42c9+RmJiIhcuXODhhx/Wn4SbM2cO77//PpcvX7Z3mQ5HQlcIcVedOnXi0UcfJS4ujkuXLvHMM8+QlpbGwIEDmTZtGu+88w6FhYX2LtMh2Cx0H330UVsNLYSwI09PT32tt7i4mN/85jccPnyYoUOHMn78eN566y3Onz9v7zJbLZvtXqiqqsLb29vauoQQDqa+vp60tDRUVWXLli0EBwfrT8OFhITYu7wWZZctY0KI9stkMpGRkYGqqsTFxdG5c2c9gIcMGdLm+0FI6Aoh7MZisXDgwAH9aThXV1diY2NRFIVRo0a1yQCW0BVCtAqapnH06FE9gOvq6vR+EOPHj28zDXkkdIUQrY6maWRlZWE0GlFVlfLycr0fxJQpU3Bxcdx233Z7Im3NmjW2HF4I4cAMBgODBw/mtdde49tvv2X37t306NGD3/72t9x3330888wz7Nixg/r6enuX2qxsOtMdMWIEmZmZVn9eCNE+5eXl6Q15srOzmT9/PoqiMHv2bDw8POxd3l3ZbXlh5MiRHD161OrPCyFEYWEhmzdvRlVVMjMzmTt3LoqiMG/ePLy8vJr1XmXVdRiPXCSnuJLKWhM+7i6EBvjw4Kge+Hn9+O5rLR66JSUldO/eneLiYgICAvTXy8rKKC8vb3d79oQQzePy5cvEx8ejqir79+8nPDwcRVFYsGABnTp1snrcYwUVrN59lvTTpQDUmSz6NXcXJzRgWkhXlk7tz7Bg37uO1+KhGxwcTEFBwS2vHzlyhBdeeIF9+/Y1eUwhhPi+q1evsnXrVoxGI7t372bSpEnExsYSHR2Nn5/fjx7nswN5LEvKodZk5k7daA0GcHdx5uWIUJaM633HMVs8dH19fXnxxRdved1kMrF8+XJqa2ubPKYQQtxOVVUV27ZtQ1VVkpOTGTNmDIqisGjRopv+tf1DNwI3m5oGy23f80Merk68HDHojsHb4rsXnJyc8PLywtvb+6b/OnfuzBtvvGGLWwoh2jFvb28efvhhvvzyS4qKinjuuef4+uuvGTRoEJMnT2blypVcuHDhps8cK6hgWVLOTYFbeWQrRet/Tf7yhZQl/l+j96ppsLAsKYfjFyusqtUmM92ePXve8gWFEKKl1dXVkZKSgqqqJCQk0K9fP/1x5D/tu8pX2SU3LSn849Q+MBioOX8UraEe//m3/osdbiw1zAnrzntLGp3M3nGma5PdxydPnrTFsEII0SRubm5ERkYSGRlJQ0MD6enpqKrKxBlzcV+8HJxvPpCzY8gEAOqKz2JuKLvtuJoGaadKKa+ua9KuBrDR8kJzb+MQQoh75erqysyZM1m7di1/+Djpnk9ANgDGoxeb/DmbhG5kZKQthhVCiGZx6nI1TfjtrFG1Jgs5RVVN/pxNQvejjz6yxbBCCNEsKmtNzTROQ5M/Y5PQDQgIwGw2U1Z2+zURIYSwFx/35vk5y8e96UsUNgnd+Ph4AgMDGTduHIqikJGRwaBBgwgJCWHXrl22uKUQQtxVQUEBq1atIm3z52imuluuaxYzmqkeLGbQLGimejSLudGx3F2cCA1s+uk4Ntm98Morr7Bv3z769+/P4cOHmTt3Ltu3b6dTp0488sgjHDlyxBa3FUKIW+Tm5ur9e3Nzc4mKiuJ3Dym8etSJetPNC7vXvv4b177eoP/5elYanSY+gu/kW8981IDYkT2aXI9NQtfZ2Zn+/fsDMHr0aDp27MiYMWOAG13khRDClrKzs1FVFaPRSHFxMQsXLmTZsmVMnTpV37WQWn34ln26vpMfbTRgf8hggOkhXZu8XQxsFLqdO3fmo48+Yvbs2WzatAkfHx/efPNNOnXqJIdVCiGanaZpHDt2TJ/RVlVVERMTw9tvv83EiRNxdna+5TPPTevP3jNl1DQ0vnxwJ+4uziyd1t+qWm2yprtu3Tp27NjBvHnzyMnJ4cCBA1RXV3Po0CHWr19vi1sKIdoZTdM4ePAgv/3tb+nfvz8xMTHU1tby8ccfk5+fz6pVq5gyZUqjgQswLNiXlyNC8XBtWgze6L0QytAevlbVLcf1CCEchtlsZt++ffopw56envpjvcOHD7fqkMuW7jJmk+WFWbNm8ec//5kRI0bc9Hp6ejpHjx5ttAOZEEI0xmQysXv3blRVZcuWLXTv3h1FUdixYwdhYWH3PP6Scb0Z2sOXNbvPknaqFAM3Hnz4znf9dKeHdGXptP5Wz3C/Y5OZbmBgIJ6enrz33nvMnDlTf722tpZRo0aRlZVlVbFCiPahrq6OXbt2YTQaSUhIoG/fvvqM9rsf6W2hvLoO49GL5BRVUVnbgI+7K6GB3sSObL6TI2wy0w0MDOTLL7+8sTXjd79jyZIlALi7u9/z885CiLappqaGHTt2oKoqSUlJ3H///SiKwmuvvUbPnj1bpAY/Lzf+bUo/m97DJqGraRr9+vVjz549LFiwgIMHD/LUU09x4MABunbtaotbCiEc0A+bj48ePRpFUVi+fDmBgYH2Ls8mbBK6vXr1AsDPz4/09HSWL1/OCy+8QFBQEOvWrbPFLYUQDuK7Y3ZUVWX37t1MnDgRRVFYu3Yt/v7+9i7P5mT3ghDC5kpLS9myZcstB0rOnz8fX19fe5fX7Fp8TVcIIS5duqQfnX706FHmzJnDk08+idFobNc9tyV0hRDNJj8/X38qLDs7m/nz5/OrX/2K2bNn4+HhYe/yWgWbhe4bb7zB73//e1sNL4RoJc6cOaP3OcjPzyc6OppXXnmF8PBwOnToYO/yWh2brekaDAbuNLYQwjFpmkZWVpY+oy0rK2PRokUoisKUKVNwcZF/QMuarhDinmiaxtGjR/Wgra2t1XccjB8/Hicnm7RxaZMkdIUQjbJYLBw8eFAPWhcXFxRF4bPPPmP06NFW9TkQErpCiO8xm83s3bsXVVXZvHkzvr6+KIpCfHw8Q4YMkaBtBhK6QrRzDQ0NpKWlYTQaiY+PJygoCEVRSElJITQ01N7ltTkSukK0Q7W1tXz11VeoqsrWrVsZOHAgiqKwf/9++vbta+/y2jQJXSHaievXr7N9+3ZUVWXHjh0MGzYMRVH43//9X3r0aPpZX8I6ErpCtGGVlZUkJiaiqiopKSk88MADKIrCypUr6d69u73La5ckdIVoY8rLy0lISEBVVfbu3cuUKVNQFIUPPviALl262Lu8dk9CV4g2oKSkRO9z8M033zBz5kx+8pOf8MUXX+Dj42Pv8sT3SOgK4aAuXrxIXFwcqqpy/Phx5s2bx7PPPsuWLVvw9PS0d3niNiR0hXAg586d0x9WOHPmDFFRUfzHf/wHM2fOxN3d3d7liR9BQleIVi4nJ0dvKHPp0iUWLlzI66+/zvTp0+X4KwckoStEK6NpGsePH9dntNeuXSMmJoaVK1cyadIknJ2d7V2iuAcSukK0ApqmcejQIVRVJS4uDpPJhKIofPTRR4wdO1YayrQhErpC2InFYmHfvn160Hp4eKAoChs3bmTEiBHS56CNktAVogWZTCbS09P1hjLdunVDURSSkpIICwuToG0HJHSFsLH6+np27dqFqqrEx8fTu3dvFEVhz549DBgwwN7liRYmoSuEDdTU1LBz505UVWXbtm2EhYWhKAqvvPIKvXr1snd5wo4kdIVoJtXV1SQlJWE0GklOTmbkyJHExsby5z//mcDAQHuXJ1oJCV0h7kFFRQVbt25FVVXS0tKYMGECiqKwevVqunbtau/yRCskoStEE5WVlbFlyxZUVeXrr78mPDwcRVFYv349vr6+9i5PtHISukL8CEVFRXpDmcOHDzNnzhx++tOfsmnTJry9ve1dnnAgErpC3EZ+fr7eUObkyZNERkbywgsvMGfOHDw8POxdnnBQErpCfM/Zs2f1Pgd5eXlERUXx+9//nhkzZuDm5mbv8kQbIKEr2qzCwkK2bt2Kh4cHjz/+eKMPHmiaxsmTJ/U+B5cvX2bRokW8+eabTJ06FRcX+b+IaF7yN0q0KSaTibVr16Kqqv6Y7UsvvXRL4JrNZj7++GPeeust/vGPfxATE8Pq1asZP368NJQRNiWhKxzeiRMnsFgsDB48GBcXFzw8PHjllVeYMWMGq1ev5vjx48CNWe134atpGkOGDOGTTz5hzJgx8vitaDESusJhlZeX8+///u+kpaUxduxY+vTpw5/+9Ceefvpp4EZDmbq6On0b1/eD1cXFhQceeMAeZYt2TvrFCYdx7tw5VqxYQW1trf7n3Nxc8vLyWLNmDSkpKRw8eBC4EbhOTk4cO3ZM72+gaZrdahfiOxK6wiFYLBbWrl3La6+9xqlTp4Abx4uHhoZSUVGBv78/8+bNIzU1lfLycr3/rJeXFydOnAAkdEXrIKErWj1N03BycuLSpUuMGDFCX6O9fPkyfn5+lJeXAzBp0iQuXLhASUkJAA0NDfTq1UtfXpBG4KI1kL+FolVITk7m4Ycf5vXXX6eoqOimawaDgV27djFp0iQee+wxduzYAcCwYcMoKysjPz8fgLFjx3Lx4kV97dbV1ZXDhw8TEhLSsl9GiDuQ0BV2l5eXx7vvvkt4eDilpaX84Q9/0IPUbDYDN1olFhQU8Mwzz1BWVsbZs2cJCgrC39+fQ4cOUV9fT5cuXSgoKODq1av62O7u7rKsIFoV2b0g7C4jI4P6+np+/vOfU1RUxPvvv8+nn37Kf/3Xf+l7ZtPS0njsscfYu3cvp06d4v7772fjxo088cQTvPTSS9TV1eHu7k5ISAgDBw7Ux/7kk0/s9bWEaJSErrC7nj174unpiaZpBAYGMnz4cBITEyksLCQoKAiArKwsxo0bx+TJk3nggQdwcXFh4cKFAPzxj39k3bp1nD59mt/85jf4+/vb8dsIcWcSusLuunTpQufOncnMzGTkyJH06tULLy8vjh8/rofumjVr8PLyolu3blRWVjJz5kzOnDnDgAEDGDRoEMuXL7fztxDix5E1XdGiTp06xdatW7l+/br+Ws+ePenWrRvp6ekA+Pn5ceXKFf20hYqKCvr27Uu3bt0wm834+PiwceNGOV9MOCQJXWFTmqZx/Phx/vCHPzB48GDCw8PJyMi4qTWij48PU6ZM4fPPPwcgODiYkydPEhgYyHvvvUd8fDx1dXUAODs7o2kaffr0scv3EeJeyfKCaHaapnHkyBG9RWJDQwOKovDBBx/wwAMPNLpfdu7cuWzatAlFUTh48CAPPvgg/v7+PPHEE7f0rpU+CcKRSeiKZmGxWNi/fz+qqhIXF4ebmxuKovC3v/2NkSNH/qig/Mtf/kJmZiZ+fn7069cPQJqFizZHQldYzWQysWfPHlRVZfPmzfj5+REbG0tiYiL3339/k2ekrq6ujB071kbVCtE6SOiKJqmvryc1NRVVVYmPj6dnz54oisLu3btv2h8rhGichK64q5qaGpKTk1FVlcTERAYNGoSiKLz88sv07t3b3uUJ4VAkdEWjqqur2b59O0ajkZ07dzJixAgUReGPf/yjvndWCNF0ErpCd+3aNbZu3YqqqqSmpjJ+/HgUReGdd96hW7du9i5PiDZBQredKysrIz4+HlVVycjIYNq0acTGxrJu3To6d+5s7/KEaHMkdNuh4uJiNm/ejKqqHDp0iNmzZ/P444+zceNGvL297V2eEG2ahG47ceHCBeLi4lBVlRMnThAZGclzzz3HnDlz6Nixo73LE6LdkNBtw3Jzc1FVFVVVyc3NJSoqipdeeomZM2fi5uZm7/KEaJckdNuYkydP6kFbXFzMokWLWLZsGVOnTsXV1dXe5QnR7knoOjhN0zh27BhGoxFVVamurtZ3HEyYMEFvAi6EaB0kdB2Qpml88803+owWQFEU1q9fz5gxY+QARiFaMQldB2E2m/n666/1hjLe3t4oioKqqgwbNkw6bwnhICR0W7GGhgbS09MxGo1s2bKFgIAAFEVh586dhIWF2bs8IYQVJHRbmbq6OlJSUlBVlYSEBPr164eiKGRkZNC/f397lyeEuEcSuq3AP/7xD3bu3InRaCQpKYnBgwcTGxvLf//3fxMcHGzv8oQQzUhC106qqqrYtm0bqqqSnJzMmDFjUBSFFStWEBAQYO/yhBA2IqHbgq5evUpCQgKqqpKens6kSZNQFIW1a9fKseFCtBMSujZWWlrKli1bUFWV/fv3Ex4ezuLFi/nkk0/w9fW1d3lCiBYmoWsDhYWFekOZzMxM5s6dy1NPPYXRaMTLy8ve5Qkh7EhCt5nk5eXpDyvk5OQwf/58XnzxRWbNmiWHKwohdBK69+D06dN60F64cIHo6GheffVVwsPD6dChg73LE0K0QhK6TaBpGidOnNCDtry8nJiYGJYvX87kyZNxcZH/OYUQdyYpcReapnH06FFUVcVoNFJXV4eiKLz33nuMHz9e+hwIIZpEQrcRFouFAwcO6H0OXF1dURSFL774glGjRkmfAyGE1SR0/8lkMrF3715UVWXz5s107twZRVFISEhg8ODBErRCiGbRrkO3oaGB1NRUVFVly5YtBAcHoygKqamphISE2Ls8IUQb1O5Ct7a2luTkZFRVJTExkZCQEBRF4eDBg/Tp08fe5Qkh2rh2EbrXr19n+/btqKrK9u3bGT58OIqisGzZMnr06GHv8oQQ7UibDd1r166RmJiIqqrs2rWLcePGoSgKq1atolu3bvYuTwjRTrWp0C0vLychIQGj0cjevXuZOnUqsbGxfPjhh3Tp0sXe5QkhhOOHbnFxsd5Q5ptvvmHWrFksWbKEDRs24OPjY+/yhBDiJs0aumXVdRiPXCSnuJKuyiv8emMmoQE+PDiqB35ebs12n4KCAuLi4lBVlW+//ZaIiAh+8YtfEB8fT8eOHZvtPkII0dwMmqbd9uLo0aO1w4cP33WQYwUVrN59lvTTpQDUmSz6NXcXJzRgWkhXlk7tz7BgX6sKPXfunP747ZkzZ4iKikJRFGbNmoWbW/MFuhBC3CuDwXBE07TRjV2755nuZwfyWJaUQ63JTGP5XfvPAE4+WcKe02W8HBHKknG9f9TY2dnZetBeunSJRYsW8T//8z9MmzYNV1fXey1dCCFa3D2F7o3AzaamwXLX92oa1DSYWZaUDdBo8GqaxvHjxzEajaiqSmVlJTExMaxcuZJJkybh7Ox8L+UKIYTdWR26xwoqWJaUc0vglm19i9q8Y1gaanH27IzPOAXvYXP06zUNFpYl5TC0hy9De/iiaRqHDh3SZ7QWiwVFUVi3bh1jx46VhjJCiDbF6tBdvfsstSbzLa/7jHsQv3m/wuDiSkN5AcVf/I4O3fvhFvCv48NrTWZeNx6kR9524uLi8PT0RFEUvvzyS4YPHy59DoQQbZZVoVtWXUf66dJG13A7dO31vT8ZMGDAdLXoptDVNDh8qYYBnbuxY8cOwsLCrClDCCEcjlWhazxy8Y7Xy3eu4fq3u9BMdXTo3g+Pfrf+iOfu5kbv6Q8RFtbPmhKEEMIhWRW6OcWVN20L+yG/OUvpMuvfqCvMofbCtxicb91pUGuykFNUZc3thRDCYVn1K1Vlremu7zE4OeMefD/mqjKqMpNuM06DNbcXQgiHZVXo+rg3YYJssWC6WnSbcWSvrRCifbEqdEMDfHBzufWj5usVXD+ZjqW+Bs1ipubcEa5np+Pee/gt73V3cSI00Nua2wshhMOyak03dlQP/i/l9K0XDAaqMrdTvnMNaBZcOnWj84xn6DjggVveqgGxI6WXrRCifbEqdP293Jg6sCtfZZfctG3MuWMnAh59866fNxhgekjXZm2CI4QQjsDqx72em9YfdxfrHst1d3Fm6bT+d3+jEEK0MVaH7rBgX16OCMXDtWlDeLg68XJEKEN7+Fp7ayGEcFj31PDmu6Y1d+oy9h2D4cYMtyldxoQQoq2559aOS8b1ZmgPX9bsPkvaqVIM/KudI/yrn+70kK4sndZfZrhCiHatWU6OGNrDl/eWjKa8ug7j0YvkFFVRWduAj7sroYHexI5s3pMjhBDCUd3x5AiDwVAK5LdcOUII0Sb00jSta2MX7hi6Qgghmpd0CBdCiBYkoSuEEC1IQlcIIVqQhK4QQrQgCV0hhGhB/w+p039XIcKcKwAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1050\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n", + "3:bio4\n", + "\n", + "Model objective value: 0.09316851596661185\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.310881 0.407606\n", + "2 2.348143 0.000000 0.509923\n", + "3 0.000203 2.509321 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 2.348143 0.000203\n", + "2 0.310881 0.000000 2.509321\n", + "3 0.407606 0.509923 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1100\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n", + "3:bio4\n", + "\n", + "Model objective value: 0.09316851596661162\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.127298 0.407606\n", + "2 2.348143 0.000000 0.509923\n", + "3 0.000203 2.692905 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 2.348143 0.000203\n", + "2 0.127298 0.000000 2.692905\n", + "3 0.407606 0.509923 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1150\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n", + "3:bio4\n", + "\n", + "Model objective value: 0.0931685159666116\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.068854 0.371927\n", + "2 2.348143 0.000000 0.509923\n", + "3 0.000203 2.751349 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 2.348143 0.000203\n", + "2 0.068854 0.000000 2.751349\n", + "3 0.371927 0.509923 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1200\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n", + "3:bio4\n", + "\n", + "Model objective value: 0.09316851596661124\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.068854 0.368134\n", + "2 2.348132 0.000000 0.509923\n", + "3 0.000215 2.921628 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 2.348132 0.000215\n", + "2 0.068854 0.000000 2.921628\n", + "3 0.368134 0.509923 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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s2TL8/PyYNWsWX331FWVlZXqXKRqJhK4Qjej+++/nySefZMeOHZw6dYpJkybxySef4O/vz4wZM/j8889vac4jmh8JXSF00qFDBx577DESExPJyspCURRMJhOdOnViypQpfPTRR1y+fFnvMkU9k9AVognw8vLikUceIS4ujtzcXB599FGSkpLo2rUrDz30ECtWrJBt5psJeZAmRBNWXl7O1q1bUVWVzZs3ExwcbF2M0alTJ73LE3cgby8I0QxUVlayfft2a0OeBx54wBrA3bp107s8cRNpeCNEM+Di4kJERAQRERGYzWZSUlJQVZWxY8fSsWNHawAHBwfLcuQmTGa6Qti56upq9u3bh8lkIiYmhtatW1sDeODAgRLAOpDbC0K0EJqmkZqaal0NZ7FYrAE8bNgw6QfRSCR0hWiBNE0jLS3NGsDFxcXWhjxjxozB0dFR7xKbLQldIQTp6enWAL5w4YK1IU9ISAjOzs56l9esSOgKIW6RmZlp7Qdx+vRpHn74YRRFYeLEibi4uOhdnt2T0BVC3FFOTg4bNmzAZDJx7NgxpkyZgtFoZPLkybRu3Vrv8uySNLwRQtxRYGAg//M//8OuXbtIT09n3LhxrFy5Ej8/P4xGI+vWraOkpETvMpsNCV0hhJWvry9PPPEE33zzDWfOnGHq1Kl88cUXBAYG8vDDD/Ppp59y5coVvcu0axK6Qoga+fj48Jvf/IZNmzaRnZ3Nr371K+tKuPDwcD744AMuXbqkd5l2R0JXCHFXbdu2Ze7cucTExHDhwgUWLlxIcnIyPXr0ICQkhHfeeYfc3Fy9y7QLDRa6c+fObaihhRA6cnd3t97rzc/P5/nnn+fgwYP069ePkSNHsmTJEs6ePat3mU1Wg729UFpaioeHh611CSHszPXr10lOTkZVVWJjYwkMDLSuhuvZs6fe5TUqXV4ZE0K0XGazmT179qCqKjExMbRr184awH379m32/SAkdIUQurFYLOzfv9+6Gs7Z2Rmj0YiiKAwePLhZBrCErhCiSdA0jcOHD1sDuLKy0toPYuTIkc2mIY+ErhCiydE0jePHj2MymVBVlcLCQms/iHHjxuHkZL/tvnVbkbZixYqGHF4IYccMBgN9+vThlVde4dixY+zcuZOAgABeeOEF7r//fhYuXMiWLVu4fv263qXWqwad6Q4cOJAjR47YfL4QomU6d+6ctSFPeno606ZNQ1EUJk2ahJubm97l3ZVutxcGDRrE4cOHbT5fCCFyc3PZsGEDqqpy5MgRJk+ejKIoTJkyhTZt2tTrtS6XVWI6dJ6M/BJKKsx4ujrRy9eTmYMD8Gnzy7uvNXroLly4kJdeeolWrVrh6+tr/Xz//v2cOXOGOXPm1HlMIYS4dOkScXFxqKrKvn37CA0NRVEUHn74Ydq2bWvzuEdzili+8zQpJwsAqDRbrMdcnRzQgJCeHVg0vhv9A73uOl6jh66Pjw/e3t6oqkq/fv2snxcXFzNu3DiOHj1a5zGFEOJmV69eZePGjZhMJnbu3MmYMWMwGo1Mnz4dHx+fXzzOmv3nWJyQQYW5mtq60RoM4OrkyIsRvZg3IqjWMRv9QVrnzp35/PPPURSF5ORk6+f38l8iIYS4Wbt27Zg/fz7x8fHk5uYyf/58EhMT6dKlC2FhYaxcuZL8/Pxax/g5cNMpr6o9cAE0DcqrqlmckM6a/edsrrtBQlfTNEaMGMGWLVt46qmnWLJkCUVFRWzZskWWBgsh6p2Hhwe/+tWv+Prrr8nLy+PJJ5/k22+/pXfv3owdO5alS5eSnZ19yzlHc4pYnJBBedW/byWUHNpI3qfPkvXWDC5v+meN1yqvsrA4IYO080U21dogoXtjv6WuXbuyZ88eTp48Sd++fXnllVdYuXJlQ1xSCCEAaN26NVFRUaxZs4b8/Hz++Mc/kpaWxqBBgxg+fDhvvvkmmZmZLN95mgpz9S3nOrXxoe2o2bTpN7HWa1SYq1mx87RN9cniCCFEi1BVVUVKSgqqqrIhcRuus94Cx5o35Ly663OqSy7TftpzdxzPxcmBvX8IrfGtBtmuRwjR4jk7O1vv9b78ScI974BsAEyHz9f5vAYJ3alTpzbEsEIIUS9+vFTGTbdybVJhtpCRV1rn8xokdD/++OOGGFYIIepFSYW5nsapqvM5DRK6NxZEJCQkkJeX1xCXEEIIm3m61k8zHU/Xut+iaNB7uo899hizZs1i2bJlWCz3OJcXQoh7lJOTw9tvv03yhi/QzJW3Hdcs1Wjm62CpBs2CZr6OZqmuYaSfV6r18qv7K7ANGrqurq6kpKQAEBYWxqFDhxryckIIcZvMzEzefPNNhg8fzsCBAzl69Cj/b/YEXFxvb5xT/O2XZC+JpmS/iWvHk8leEk3xt1/WOK4GGAcF1LmeBn1l7IEHHrBuUHfx4kV+//vf4+XlxbJly2weUwgh7iY9PR1VVTGZTOTn5zNjxgyMRiPjx4+3vrXw+OcH+Sb94l1XotXEYIDw4Pt4b16Nb4XV+spYg3QJ9vT0RNM0fvrpJ+sKtBtbcmiaJqErhKhXmqZx9OhR644UpaWlREdHs2zZMkaPHo2jo+Nt5zwZ0o3dpy5TXlXz7YPauDo5siikm021NkjolpSUANCjRw9OnjzZEJcQQrRwmqZx4MABa9BqmoaiKHzyyScMHTr0rlv/9A/04sWIXv/qvfDLnzm5OTvwYkQv+gV42VR3g+6HIYErhKhP1dXV7N2717rLsLu7O4qiYDKZGDBgQJ03ubzRLay+u4zVpkFC9+DBgwwZcvvtjOzsbLKyshg7dmxDXFYI0QyZzWZ27tyJqqrExsZy3333oSgKW7ZsITg4+J7HnzciiH4BXqzYeZrkHwsw8PPChxtu9NOd0LMDi0K62TzDvaFBQjcqKoqcnJzbPi8pKeHZZ5+VtxiEELWqrKxk+/btmEwm4uPj6dKlC4qisHv3brp1s+1eam36BXjx3rwhFJZVYjp8noy8UkoqqvB0daaXnwfGQXXbOaI2DRK6RUVF/OY3v7ntc03TSEtLa4hLCiHsXHl5OVu2bEFVVRISEnjwwQdRFIVXXnmFTp06NUoNPm1c+O9xXRv0Gg0Suq6urkybNq3G+yuRkZENcUkhhB0qLS1l8+bNqKpKUlISQ4YMQVEU3nrrLfz8/PQur0E0SOj6+vqiKEpDDC2EsHM3ttlRVZWdO3cyevRoFEVh5cqVtG/fXu/yGlyDhO6xY8caYlghhJ0qKCggNjb2lg0lZ86cyerVq/Hy8tK7vEbVoK+MCSFargsXLli3Tj98+DDh4eEsWLAAk8lU71un2xMJXSFEvcnKyrIuVkhPT2fatGk888wzTJo0CTe323sdtEQNFrp/+9vf+NOf/tRQwwshmohTp05Z+xxkZWUxffp0XnrpJUJDQ2nVqpXe5TU5DdbwxmAwUNvYQgj7pGkax48ft85oL1++TFRUFIqiMG7cOJyc5H+gG73hjRCiedE0jcOHD1uDtqKiwvrGwciRI+/a50D8m4SuEKJGFouF7777zhq0Tk5OKIrCmjVrGDJkSJ37HIifSegKIayqq6vZvXv3z9uUb9iAl5cXiqIQFxdH3759JWjrgYSuEC1cVVUVycnJmEwm4uLi8Pf3R1EUtm3bRq9evfQur9mR0BWiBaqoqOCbb75BVVU2btxIjx49UBSFffv20aVLF73La9YkdIVoIa5du0ZiYiKqqrJlyxb69++Poij87//+LwEBdd/rS9hGQleIZqykpIRNmzahqirbtm1j+PDhKIrC0qVLue+++/Qur0WS0BWimSksLCQ+Ph5VVdm9ezfjxo1DURQ+/PBDvL299S6vxZPQFaIZuHjxorXPwYEDBwgLC2POnDmsXbsWT09PvcsTN5HQFcJOnT9/npiYGFRVJS0tjSlTpvDEE08QGxuLu7u73uWJO5DQFcKOnDlzxrpY4dSpU0RGRvL73/+esLAwXF1d9S5P/AISukI0cRkZGdaGMhcuXGDGjBm8+uqrTJgwAWdnZ73LE3UkoStEE3NjL8EbM9ri4mKio6NZunQpY8aMwdHRUe8SxT2Q0BWiCdA0jdTUVFRVJSYmBrPZjKIofPzxxwwbNkwayjQjErpC6MRisbB3715r0Lq5uaEoCuvXr2fgwIHS56CZktAVohGZzWZSUlKsDWU6duyIoigkJCQQHBwsQdsCSOgK0cCuX7/O9u3bUVWVuLg4goKCUBSFXbt20b17d73LE41MQleIBlBeXs7WrVtRVZXNmzcTHByMoii89NJLdO7cWe/yhI4kdIWoJ2VlZSQkJGAymUhKSmLQoEEYjUbefPNN/Pz89C5PNBESukLcg6KiIjZu3IiqqiQnJzNq1CgURWH58uV06NBB7/JEEyShK0QdXb58mdjYWFRV5dtvvyU0NBRFUfj000/x8vLSuzzRxEnoCvEL5OXlWRvKHDx4kPDwcB599FG++uorPDw89C5P2BEJXSHuICsry9pQ5sSJE0ydOpWnn36a8PBw3Nzc9C5P2CkJXSFucvr0aWufg3PnzhEZGcmf/vQnHnroIVxcXPQuTzQDErqi2crNzSU1NZVp06bh5FTzn7qmaZw4ccLa5+DSpUtERUXxxhtvMH78+DueJ4St5C9KNDuFhYUsXLiQM2fO0KFDB1JTU5k/fz49e/a0fqe6uppPPvmEJUuW8NNPPxEdHc3y5csZOXKkNJQRDUpCV9i9jIwMVq9ezZQpUxg3bhwJCQl4eXnx/fffk5eXxwsvvEBeXt4toatpGn379uWzzz5j6NChsvxWNBoJXWHXVqxYwQcffMDgwYOtTbw9PT3ZuHEjAMnJyZSVlRESEnLLeU5OTgwfPryxyxVCQlfYj9TUVPLz85k6dSoODg7W17gOHDhAq1atrN+bPn06WVlZdO7cmfbt2xMQEMAf/vAHHn30UXr37o2maTKzFbqRJp2iSTObzXzxxRf079+f559/ntjYWB5//HEAXFxcMBgMFBYWEhMTw0cffUR+fj4AnTt35pFHHuHQoUN8/PHHODk58cUXXwA/31oQQi8y0xVNmpOTE506dUJVVbp160ZpaSnh4eGkpaXh4OBAnz59ePrpp3F3d8fNzY3ExET++c9/YrFYyM7OBqB9+/Z4enpy/fp1AGkILnQloSuahKSkJFatWkVwcDALFy68pUHM2LFjAaioqOD111+nX79+9OvXjwsXLnDlyhUuXbrErl27qKqq4uWXXyYmJoawsDC2b99OSkoKOTk5xMXF8c477+j184Swkv/kC92dO3eOd999l9DQUAoKCnj55ZfJysoC/n0roLi4mNdee41Dhw5hsVh46qmnuP/++xk7diz+/v6UlZXh7OxMSUkJAH369GHJkiW8++67bNy4kVdeeYXBgwfLrQWhO0Ntf4RDhgzRDh48aNvABoP8gYtfZM2aNaxZs4YtW7aQl5fHBx98gKOjI3/+85/veM6DDz7I//3f/xEeHs6cOXPo3r07fn5+fPXVV/z5z38mNDRUHpgJ3RgMhkOapg2p6ZjMdIXuOnXqhLu7O5qm4efnx4ABA8jKyiI3Nxeo+cHXyJEjSUtLA+DNN9+kXbt2HDhwgNdee43Q0FAACVzRJMk9XaE7b29v2rVrx5EjRxg0aBCdO3emTZs2pKWl4e/vj8FgwGw2U1JSQmFhIatXryY/P5+///3vAAQEBPDss8/q+yOE+IVkpisa1Y8//sjGjRu5du2a9bNOnTrRsWNHUlJSAPDx8eHKlSvWh2nFxcU4OTnx+uuvM3/+fDRN44033sDHx0eX3yDEvZDQFQ1K0zTS0tJ4+eWX6dOnD6GhoezZs+eW1oienp6MGzfO+h5tYGAgJ06cwM/Pj/fee4+YmBgAXnzxRfbt28fixYvp06ePLr9HiHslD9JEvdM0jUOHDllbJFZVVaEoCkajkeHDh9/xPdkFCxZQXFzMd999x8yZM1myZAnXr1+X3rXC7tT2IE3u6Yp6YbFY2LdvH6qqEhMTg4uLC4qi8OWXXzJo0KBf9FDr/fff58iRI/j4+NC1a1cACVzR7EjoCpuZzWZ27dqFqqps2LABHx8fjEYjmzZt4sEHH6zz2wPOzs4MGzasgaoVommQ0BV1cv36dXbs2IGqqsTFxdGpUycURWHnzp306NFD7/KEaPIkdMVdlZeXk5SUhKqqbNq0id69e6MoCi+++CJBQUF6lyeEXZHQFTUqKysjMTERk8nE1q1bGThwIIqi8Prrr+Pv7693eULYLQldYVVcXMzGjRtRVZUdO3YwcuRIFEXhnXfeoWPHjnqXJ0SzIKHbwl2+fJm4uDhUVWXPnj2EhIRgNBpZtWoV7dq107s8IZodCd0WKD8/nw0bNqCqKqmpqUyaNIn58+ezfv16PDw89C5PiGZNQreFyM7OJiYmBlVV+eGHH5g6dSpPPvkk4eHhtG7dWu/yhGgxJHSbsczMTFRVRVVVMjMziYyM5I9//CNhYWG4uLjoXZ4QLZKEbjNz4sQJa9Dm5+cTFRXF4sWLGT9+PM7OznqXJ0SLJ6Fr5zRN4+jRo5hMJlRVpayszPrGwahRo3B0dNS7RCHETSR07ZCmaRw4cMA6owVQFIVPP/2UoUOHysaLQjRhErp2orq6mm+//dbaUMbDwwNFUVBVlf79+8suCULYCQndJqyqqoqUlBRMJhOxsbH4+vqiKApbt24lODhY7/KEEDaQ0G1iKisr2bZtG6qqEh8fT9euXVEUhT179tCtWze9yxNC3CMJ3Sbgp59+YuvWrZhMJhISEujTpw9Go5G//vWvBAYG6l2eEKIeSejqpLS0lM2bN6OqKklJSQwdOhRFUfjHP/6Br6+v3uUJIRqIhG4junr1KvHx8aiqSkpKCmPGjEFRFFauXEn79u31Lk8I0QgkdBtYQUEBsbGxqKrKvn37CA0NZdasWXz22Wd4eXnpXZ4QopFJ6DaA3Nxca0OZI0eOMHnyZH77299iMplo06aN3uUJIXQkoVtPzp07Z12skJGRwbRp03juueeYOHGibK4ohLCS0L0HJ0+etAZtdnY206dP5y9/+QuhoaG0atVK7/KEEE2QhG4daJrGDz/8YA3awsJCoqOjeeuttxg7dixOTvKvUwhRO0mJu9A0jcOHD6OqKiaTicrKShRF4b333mPkyJHS50AIUScSujWwWCzs37/f2ufA2dkZRVFYu3YtgwcPlj4HQgibSej+i9lsZvfu3aiqyoYNG2jXrh2KohAfH0+fPn0kaIUQ9aJFh25VVRU7duxAVVViY2MJDAxEURR27NhBz5499S5PCNEMtbjQraioICkpCVVV2bRpEz179kRRFL777jseeOABvcsTQjRzLSJ0r127RmJiIqqqkpiYyIABA1AUhcWLFxMQEKB3eUKIFqTZhm5xcTGbNm1CVVW2b9/OiBEjUBSFt99+m44dO+pdnhCihWpWoVtYWEh8fDwmk4ndu3czfvx4jEYjH330Ed7e3nqXJ4QQ9h+6+fn51oYyBw4cYOLEicybN49169bh6empd3lCCHGLeg3dy2WVmA6dJyO/hA7KSzy7/gi9fD2ZOTgAnzYu9XadnJwcYmJiUFWVY8eOERERwe9+9zvi4uJo3bp1vV1HCCHqm0HTtDseHDJkiHbw4MG7DnI0p4jlO0+TcrIAgEqzxXrM1ckBDQjp2YFF47vRP9DLpkLPnDljXX576tQpIiMjURSFiRMn4uJSf4EuhBD3ymAwHNI0bUhNx+55prtm/zkWJ2RQYa6mpvyu+FcAJ524yK6Tl3kxohfzRgT9orHT09OtQXvhwgWioqJ47bXXCAkJwdnZ+V5LF0KIRndPoftz4KZTXmW563c1DcqrqlmckA5QY/BqmkZaWhomkwlVVSkpKSE6OpqlS5cyZswYHB0d76VcIYTQnc2hezSniMUJGbcF7uWNS6g4dxRLVQWO7u3wHKHg0T/cery8ysLihAz6BXjRL8ALTdNITU21zmgtFguKorBq1SqGDRsmDWWEEM2KzaG7fOdpKszVt33uOWImPlOeweDkTFVhDvlr/x+t7uuKi++/tw+vMFfzquk7As4lEhMTg7u7O4qi8PXXXzNgwADpcyCEaLZsCt3LZZWknCyo8R5uqw6db/onAwYMmK/m3RK6mgYHL5TTvV1HtmzZQnBwsC1lCCGE3bEpdE2Hztd6vHDrCq4d245mrqTVfV1x63r7QzxXFxeCJswmOLirLSUIIYRdsil0M/JLbnkt7D/5hC/Ce+J/U5mbQUX2MQyOt79pUGG2kJFXasvlhRDCbtn0lKqkwnzX7xgcHHENfJDq0suUHkm4wzhVtlxeCCHslk2h6+lahwmyxYL5at4dxpF3bYUQLYtNodvL1xMXp9tPrb5WxLUTKViul6NZqik/c4hr6Sm4Bg247buuTg708vOw5fJCCGG3bLqnaxwcwD+3nbz9gMFA6ZFECreuAM2CU9uOtHtoIa27D7/tqxpgHCS9bIUQLYtNodu+jQvje3Tgm/SLt7w25ti6Lb5z37jr+QYDTOjZoV6b4AghhD2webnXkyHdcHWybVmuq5Mji0K63f2LQgjRzNgcuv0DvXgxohduznUbws3ZgRcjetEvwMvWSwshhN26p4Y3N5rW1NZl7AaD4ecZbl26jAkhRHNzz60d540Iol+AFyt2nib5xwIM/LudI/y7n+6Enh1YFNJNZrhCiBatXnaO6BfgxXvzhlBYVonp8Hky8kopqajC09WZXn4eGAfV784RQghhr2rdOcJgMBQAWY1XjhBCNAudNU3rUNOBWkNXCCFE/ZIO4UII0YgkdIUQohFJ6AohRCOS0BVCiEYkoSuEEI3o/wN2o1np7wXZAgAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1250\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n", + "3:bio4\n", + "\n", + "Model objective value: 0.09316851596661097\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.068854 0.124986\n", + "2 2.354656 0.000000 0.753070\n", + "3 0.000213 3.105211 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 2.354656 0.000213\n", + "2 0.068854 0.000000 3.105211\n", + "3 0.124986 0.753070 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1300\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n", + "3:bio4\n", + "\n", + "Model objective value: 0.0931685159666113\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.040787 0.017822\n", + "2 2.354656 0.000000 0.774341\n", + "3 0.030475 3.120350 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 2.354656 0.030475\n", + "2 0.040787 0.000000 3.120350\n", + "3 0.017822 0.774341 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Kinetic coefficient: 1350\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n", + "3:bio4\n", + "\n", + "Model objective value: 0.09316851596661108\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.040787 0.017822\n", + "2 2.354656 0.000000 0.774341\n", + "3 0.214058 3.120350 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 2.354656 0.214058\n", + "2 0.040787 0.000000 3.120350\n", + "3 0.017822 0.774341 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "modelInfo = [\"electro.community.edited.v2\",93204]\n", + "mediaInfo = [\"CO2_minimal\",93204]\n", + "model = kbase.get_from_ws(modelInfo[0],modelInfo[1])\n", + "media = kbase.get_from_ws(mediaInfo[0],mediaInfo[1])\n", + "abundances = {\"1\":0.5,\"2\":0.5}\n", + "\n", + "# evaluate the influence of kinetic constraints over a range of coefficients\n", + "plots = []\n", + "for kinetic_coeff in range(800,1400,50):\n", + " banner = '\\n{}\\nKinetic coefficient: {}'.format('='*50, kinetic_coeff)\n", + " print(banner)\n", + " \n", + " model = kbase.get_from_ws(modelInfo[0],modelInfo[1])\n", + " media = kbase.get_from_ws(mediaInfo[0],mediaInfo[1])\n", + " cfba = MSCommunity(model)\n", + " cfba.drain_fluxes(media)\n", + " cfba.gapfill(media)\n", + " \n", + " cfba.constrain(media, kinetic_coeff = kinetic_coeff, abundances = abundances)\n", + " solution = cfba.run()\n", + " cfba.compute_interactions(solution)\n", + " graph, pos, labels = cfba.visualize()\n", + " plots.append((graph, pos, labels, banner))" + ] + }, + { + "cell_type": "markdown", + "id": "5ca01c92", + "metadata": {}, + "source": [ + "### variable abundances" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "8d33c529", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Abundance\n", + "species 1:0.0\tspecies 2:0.5\tspecies 3:0.5\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n", + "3:bio4\n", + "\n", + "Model objective value: 0.11953747828719627\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.023278 0.028063\n", + "2 0.270149 0.000000 0.362348\n", + "3 0.049207 2.756893 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 0.270149 0.049207\n", + "2 0.023278 0.000000 2.756893\n", + "3 0.028063 0.362348 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Abundance\n", + "species 1:0.1\tspecies 2:0.45\tspecies 3:0.45\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n", + "3:bio4\n", + "\n", + "Model objective value: 0.12108338884599884\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.070499 0.126111\n", + "2 0.285182 0.000000 0.332681\n", + "3 0.528736 2.530110 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 0.285182 0.528736\n", + "2 0.070499 0.000000 2.530110\n", + "3 0.126111 0.332681 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Abundance\n", + "species 1:0.2\tspecies 2:0.4\tspecies 3:0.4\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n", + "3:bio4\n", + "\n", + "Model objective value: 0.12253988864767994\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.102290 0.245074\n", + "2 0.564874 0.000000 0.299003\n", + "3 0.988325 2.351206 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 0.564874 0.988325\n", + "2 0.102290 0.000000 2.351206\n", + "3 0.245074 0.299003 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Abundance\n", + "species 1:0.3\tspecies 2:0.35\tspecies 3:0.35\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n", + "3:bio4\n", + "\n", + "Model objective value: 0.12403185525267349\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.104898 0.349023\n", + "2 1.072918 0.000000 0.264657\n", + "3 1.413024 2.193131 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 1.072918 1.413024\n", + "2 0.104898 0.000000 2.193131\n", + "3 0.349023 0.264657 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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vLRadj4SuEK1M0zSOHTumz4CLi4uZP38+iqIQGhqKg4OszuxMJHSFaGMnT57UZ8Dnzp1j7ty5KIrCjBkz9K5qouOS0BXCQOfPnyc+Ph5VVTl27BhRUVEoikJERASurq5GlydaQWOhKzedhGhl999/P6+88gpbt27lyJEjjB8/nvfff5/evXvz6KOP8vXXX1NRUWF0maKNSOgK0Yb69OnDiy++SEZGBidPnmTWrFn85S9/wdfXl3nz5vG3v/1N33pIdEwSukIYxMvLi5/+9Kds2LCB8+fPoygKZrOZvn378tBDD7FixQpKSkqMLlO0MAldIdoBT09PnnzySRITEyksLOTpp58mNTWVwMBAZsyYwbJly7h06ZLRZYoWIA/ShGjHKisr2bRpE6qqsn79eoKDg/WXMfr27Wt0eeI2ZPWCEB1AdXU16enpekOefv366QEsO2G0L42FrqzYFsJGODs76ztnWCwWsrOzUVWVKVOm4O3trQdwcHCwvI7cjslMVwgbV1dXx44dOzCbzcTHx9OlSxc9gEeMGCEBbAC5vSBEJ6FpGnv27NHfhrNarXoAjx07VvpBtBEJXSE6IU3TOHTokB7A169f1xvyTJ48GXt7e6NL7LAkdIUQ5Obm6gF88eJFvSFPWFgYjo6ORpfXoUjoCiHqOX36tN4P4tSpUzz88MMoisLMmTNxdnY2ujybJ6ErhLit/Px81q5di9ls5vDhwzz00EPExsYye/ZsunTpYnR5Nkka3gghbsvf35+f//znbN68mdzcXKZOncry5cvp3bs3sbGxrFq1irKyMqPL7DAkdIUQOh8fH55//nm++eYbzpw5Q1RUFF988QX+/v48/PDDfPbZZ3z77bdGl2nTJHSFEA3q0aMHP/nJT0hOTubChQs8/vjj+ptwERER/PnPf+bKlStGl2lzJHSFEHfUrVs3nnjiCeLj47l48SLPPfccmZmZDBw4kLCwMP70pz9RWFhodJk2odVC94knnmitoYUQBuratat+r7eoqIh///d/Z+/evTz44INMmDCBd999l7NnzxpdZrvVaqsXysvLcXd3b25dQggbU1NTQ2ZmJqqqkpCQgL+/v/423KBBg4wur00ZsmRMCNF5WSwWtm7diqqqxMfH0717dz2Ahw4d2uH7QUjoCiEMY7Va2blzp/42nKOjI7GxsSiKwqhRozpkAEvoCiHaBU3TyMnJ0QO4urpa7wcxYcKEDtOQR0JXCNHuaJrG0aNHMZvNqKpKaWmp3g9i6tSpODjYbrtvw95IW7ZsWWsOL4SwYSaTiZCQEN58800OHz5MVlYWfn5+vPbaa/Tp04fnnnuOjRs3UlNTY3SpLapVZ7ojRoxg//79zf6+EKJzOnfunN6QJzc3lzlz5qAoCrNmzcLV1dXo8u7IsNsLI0eOJCcnp9nfF0KIwsJC1q5di6qq7N+/n9mzZ6MoCg899BBubm4teq2SimrM+wrIKyqjrMqCh4sDQT4ePDLKjx5ud999rc1D9/Lly/Tq1YuioiJ8fHz0z0tKSigtLe10a/aEEC3jypUrJCYmoqoqO3bsYPr06SiKwsMPP0y3bt2aPe7B/Gt8mHWK7BPFAFRbrPoxFwc7NCBskBcLQwcwzN/zjuO1eej6+/uTn59/y+f79u3jpZdeYvv27U0eUwghfujq1ausW7cOs9lMVlYWkydPJjY2lrlz59KjR4+7HmflznPEpeRRZamjsW60JhO4ONjzemQQC8YHNDpmm4eup6cnr7zyyi2fWywW3nnnHaqqqpo8phBC3E55eTnr169HVVVSU1MZM2YMiqIwf/78en9t/7PvAzeXylrrbc/5Z66OdrweObjR4G3z1Qt2dna4ubnh7u5e7z/du3fn97//fWtcUgjRibm7u/P444+zZs0aLl26xIsvvsi2bdsYPHgwU6ZMYcmSJVy4cKHedw7mXyMuJa9e4JbtW8elz17m/DvzKEl+r8FrVdZaiUvJ41DBtWbV2ioz3b59+97yA4UQoq1VV1eTlpaGqqokJSURGBiov4789varfJN7ud4the+ObweTicqzOWi1NfScc+tf7PD9rYaI4F58tKDByWyjM91WWX187Nix1hhWCCGaxNnZmaioKKKioqitrSU7OxtVVZk0YzYuj74D9vU35OwyaCIA1UWnqKstue24mgaZx4sprahu0qoGaKXbCy29jEMIIe6Vo6Mj4eHhLF++nP/3l5R73gHZBJhzCpr8vVYJ3aioqNYYVgghWsTxKxU04dlZg6osVvIulTf5e60Sup988klrDCuEEC2irMrSQuPUNvk7rRK6DS3RKCkpkS3ZhRDtgodLyzzO8nBp+i2KVgnd1157jeLi79/s2LVrF/369WPChAncf//9ZGRktMYlhRDijvLz81m6dCmZa79As1Tfclyz1qFZasBaB5oVzVKDZq1rcCwXBzuCejd9d5xWCd3k5GS8vLwAePXVV1FVlZMnT5KZmcmrr77aGpcUQogGnT59msWLFzNu3DhGjBjBwYMH+fVj03B2ubVxzvVtX3Hh3RjKdpq5cTSTC+/GcH3bVw2OqwGxI/2aXE+rLBnTNI3q6mqcnZ2pqalh5MiRAAQGBlJb2/R7IEII0RS5ubmoqorZbKaoqIh58+YRFxdHaGiovmoho2LvLet0Pac8geeUO2+qazLBtEFeTV4uBq0UugsXLiQqKor//M//ZNasWbz88svExsaSlpbGqFGjWuOSQohOTNM0Dh48qO9IUV5eTkxMDO+//z6TJk3C3t7+lu+8GDaALSdLqKxt+PZBY1wc7FkYNqBZtbZaa8esrCw++ugjTpw4QV1dHX5+fiiKwtNPP91htuQQQhhH0zR2796tB62maSiKQmxsLGPGjLmrnDGi90Kr7YcRFhZGWFhYaw0vhOiE6urq2L59u77LcNeuXVEUBbPZzPDhw5u8yeXN4GzpLmONaZXQXbx4MYqiEBgYWO/z7777jrS0NKKjo1vjskKIDshisZCVlYWqqiQkJNCrVy8URWHjxo0EBwff8/gLxgfwoJ8ny7JOkXm8GBPfv/hw081+utMGebEwbAAP+nne0/Va5fZCSEgIR44c0f+dkJDAvHnzABg2bBgHDx5s8phCiM6jurqa9PR0zGYzSUlJ9O/fX29UM2BA8+6l3o3SimrMOQXkXSqnrKoWDxdHgnq7Ezuy5XaOaJWZrpOTU71///rXv9ZDV+7nCiEaUllZycaNG1FVlZSUFIYMGYKiKLz55pv07du3TWro4ebMv00NvPOJ96BVQtfV1ZWcnBxGjhzJ1q1bKS4uZseOHbi5ud1zkwkhRMfxz83HR48ejaIovPPOO/Tu3dvo8lpFq4Tuu+++y9y5c3FycqJ///6sX7+eZ555BqvVyooVK1rjkkIIG3Fzmx1VVcnKymLSpEkoisLy5cvp2bOn0eW1ulbdDfjbb7/lvvvua/b3hRAdQ3FxMQkJCbdsKDlnzhw8PT2NLq/FGbJkDJDAFaITu3jxor51ek5ODhERETzzzDOYzeZO3XO7VUNXCNG5nD9/Xn9ZITc3lzlz5vCLX/yCWbNm4ep6a6+DzqjVQvf3v/89ixYtaq3hhRDtxMmTJ/U+B+fPn2fu3Lm88cYbTJ8+/ZaVTKIV7+maTCbpnytEB6RpGkePHtVntCUlJcyfPx9FUZg6dSoODvIHtGH3dIUQHYOmaeTk5OhBW1VVpa84mDBhgqy/bwIJXSFEg6xWK7t27dKD1sHBAUVRWLlyJaNHj25ynwPxPQldIYSurq6OLVu2oKoqa9euxdPTE0VRSExMZOjQoRK0LUBCV4hOrra2lszMTMxmM4mJifj6+qIoCmlpaQQFBRldXocjoStEJ1RVVcU333yDqqqsW7eOgQMHoigKO3bsoH///kaX16FJ6ArRSdy4cYMNGzagqiobN25k2LBhKIrCf//3f+Pn1/S9vkTzSOgK0YGVlZWRnJyMqqqkpaUxbtw4FEVhyZIl9OrVy+jyOiUJXSE6mNLSUpKSklBVlS1btjB16lQUReHjjz+WV/PbAQldITqAy5cv630Odu/eTXh4OD/60Y/48ssv8fDwMLo88QMSukLYqIKCAuLj41FVlUOHDvHQQw/x/PPPk5CQQNeuXY0uT9yGhK4QNuTMmTP6ywonT54kOjqaV199lfDwcFxcXIwuT9wFCV0h2rm8vDy9oczFixeZN28ev/vd75g2bZrsxGKDJHSFaGc0TePQoUP6jPb69evExMSwZMkSJk+ejL29vdElinsgoStEO6BpGnv27EFVVeLj47FYLCiKwieffMLYsWOloUwHIqErhEGsVivbt2/Xg9bV1RVFUVi9ejUjRoyQPgcdlISuEG3IYrGQnZ2tN5Tx9vZGURRSUlIIDg6WoO0EJHSFaGU1NTWkp6ejqiqJiYkEBASgKAqbN2/mgQceMLo80cYkdIVoBZWVlWzatAlVVVm/fj3BwcEoisIbb7zB/fffb3R5wkASukK0kIqKClJSUjCbzaSmpjJy5EhiY2NZvHgxvXv3Nro80U5I6ApxD65du8a6detQVZXMzEwmTpyIoih8+OGHeHl5GV2eaIckdIVoopKSEhISElBVlW3btjF9+nQUReGzzz7D09PT6PJEOyehK8RduHTpkt5QZu/evURERPD000/z9ddf4+7ubnR5woZI6ApxG+fPn9cbyhw7doyoqCheeuklIiIicHV1Nbo8YaMkdIX4gVOnTul9Ds6dO0d0dDSLFi1ixowZODs7G12e6AAkdEWHc/bsWVatWkVubi5vv/02ffr0ue25mqZx7Ngxvc/BlStXmD9/Pn/4wx8IDQ3FwUH+LyJalvwvSnQohYWF/PznP8fPz48f/ehHDT7Y0jSN/fv360H73XffERMTw4cffsiECROkoYxoVRK6wmbt37+fb775hvHjxzN16lQAMjIy6NatG8uXL7/t9yoqKnjvvffo06cPn3/+OWPGjJHXb0WbkdAVNmnDhg28/PLLhIeHs2/fPs6dO8dTTz3F5cuXCQ8PZ8OGDZjNZubMmcP06dPp1q2b/l03Nzc+//xzCVphCAldYXMsFgsbNmxg6dKlzJ49m6ysLOLi4pg1axZVVVXs2LGD2tpaQkNDWbVqFenp6XzwwQf69yVshZGkSadol9LT09m8efMtn2uahoODAzk5OZSXlwMQFhZGQEAAa9asISoqis2bNzN58mR+/OMfs2jRIo4fP86VK1fa+icI0SAJXdGulJaWoigKERER/O1vf+PixYv1jlutVgAiIyNZt26d/nl0dDTr169n+PDhjBo1Sl91MHz4cPLz86msrGy7HyFEIyR0Rbvi4uLCm2++SXJyMl5eXhw/fhz4foYL6CsLoqOj2bNnj35s4MCBODs7c+PGDV566SUyMzN57bXXCAsLY+7cudJwRrQbErqiXXF1dWXo0KGMHTuW2tpaPXR/eB9W0zRCQkJwcnJi9erVmEwmzpw5Q79+/bCzs2PcuHH8x3/8B15eXvzyl7/k7bffxsnJyaifJEQ98iBNtCs3Z7T33Xcf/v7+FBQUcPnyZXr16qWfczOAf/WrX7Fx40bS0tI4cOAAjz32GF26dAEgJCSEkJCQtv8BQtyBzHRFu/LDFxMGDx7M9evX9dlubW0tAKdPnwbg8ccf57e//S2+vr4sWbKEX/7yl21fsBBNJKErDHPzodhNVVVVfPLJJ7z11lvA96sSevXqxfnz5zlw4IB+3qJFiygoKMBkMtGvXz/efPNNJk2a1JalC9FscntBtKnjx4+jqirp6emkpKToTWQ0TWPp0qXk5OQQGxsLwIEDB/jyyy+5ePEiXbp04ZtvvmHIkCGsXr3ayJ8gxD0x3byH1pDRo0dre/fubd7AJhONjS06B03TOHz4sN7n4OrVq8TExKAoClOnTsXO7vZ/bL322mtomsbzzz9PYGBgG1YtxL0xmUz7NE0b3dAxmemKFqdpGvv27dNbJNbW1qIoCh9//DHjxo1rNGitVitWqxUHBwcWL17chlUL0TYkdEWLsFqt7NixA1VViY+Px9nZGUVR+Oqrrxg5cuRdv3prZ2fXaCgLYeskdEWzWSwWNm/ejKqqrF27lh49ehAbG0tycjJDhgyRHgdCNEBCVzRJTU0NGRkZqKpKYmIiffv2RVEUsrKyGDhwoNHlCdHuSeiKO6qsrCQ1NRVVVUlOTmbw4MEoisLrr79OQECA0eUJYVMkdEWDKioq9J60mzZtYsSIESiKwv/8z//g6+trdHlC2CwJXaG7fv0669atQ1VVMjIymDBhAoqi8Kc//Qlvb2+jyxOiQ5DQ7eRKSkpITExEVVW2bt1KWFgYsbGxfPrpp3Tv3t3o8oTocCR0O6GioiLWrl2Lqqrs2bOHWbNm8dRTT7F69Wrc3d2NLk+IDk1Ct5O4cOEC8fHxqKrKkSNHiIqK4sUXXyQiIkLvzCWEaH0Suh3Y6dOn9ddvT58+TXR0NL/61a8IDw/Xex4IIdqWhG4Hc+zYMT1oi4qKmD9/PnFxcYSGhuLo6Gh0eUJ0ehK6Nk7TNA4ePIjZbEZVVSoqKvQVBxMnTqzXn1YIYTwJXRukaRq7d+/WZ7QAiqLw2WefMWbMGOldIEQ7JqFrI+rq6ti2bZveUMbd3R1FUVBVlWHDhkmfAyFshIRuO1ZbW0t2djZms5mEhAR8fHxQFIVNmzYRHBxsdHlCiGaQ0G1nqqurSUtLQ1VVkpKSCAwMRFEUtm7dyoABA4wuTwhxjyR024HvvvuOTZs2YTabSUlJISQkhNjYWN566y38/f2NLk8I0YIkdA1SXl7O+vXrUVWV1NRUxowZg6Io/PGPf8THx8fo8oQQrURCtw1dvXqVpKQkVFUlOzubyZMnoygKy5cvp2fPnkaXJ4RoAxK6ray4uJiEhARUVWXHjh1Mnz6dRx99lM8//xxPT0+jyxNCtDEJ3VZQWFioN5TZv38/s2fP5tlnn8VsNuPm5mZ0eUIIA0notpBz587pLyvk5eUxZ84cXnnlFWbOnImrq6vR5Qkh2gkJ3Xtw4sQJPWgvXLjA3Llz+e1vf8v06dNxcnIyujwhRDskodsEmqZx5MgRPWhLS0uJiYnhnXfeYcqUKTg4yH+dQojGSUrcgaZp5OTkoKoqZrOZ6upqFEXho48+YsKECdLnQAjRJBK6DbBarezcuVPvc+Do6IiiKHz55ZeMGjVK+hwIIZpNQvfvLBYLW7ZsQVVV1q5dS/fu3VEUhaSkJEJCQiRohRAtolOHbm1tLRkZGaiqSkJCAv7+/iiKQkZGBoMGDTK6PCFEB9TpQreqqorU1FRUVSU5OZlBgwahKAq7du2iX79+RpcnhOjgOkXo3rhxgw0bNqCqKhs2bGD48OEoikJcXBx+fn5GlyeE6EQ6bOhev36d5ORkVFUlPT2d8ePHoygKS5cuxdvb2+jyhBCdVIcK3dLSUpKSkjCbzWzZsoXQ0FBiY2NZsWIF9913n9HlCSGE7YduUVGR3lBm9+7dzJw5kwULFrBq1So8PDyMLk8IIepp0dAtqajGvK+AvKIyvJQ3eHn1foJ8PHhklB893Jxb7Dr5+fnEx8ejqiqHDx8mMjKSF154gcTERLp06dJi1xFCiJZm0jTttgdHjx6t7d27946DHMy/xodZp8g+UQxAtcWqH3NxsEMDwgZ5sTB0AMP8PZtV6JkzZ/TXb0+ePEl0dDSKojBz5kycnVsu0IUQ4l6ZTKZ9mqaNbujYPc90V+48R1xKHlWWOhrK76q/B3DqsctsPlHC65FBLBgfcFdj5+bm6kF78eJF5s+fz3/9138RFhaGo6PjvZYuhBBt7p5C9/vAzaWy1nrHczUNKmvriEvJBWgweDVN49ChQ5jNZlRVpaysjJiYGJYsWcLkyZOxt7e/l3KFEMJwzQ7dg/nXiEvJuyVwS9a9S9W5g1hrq7Dv2h2P8QruwyL045W1VuJS8njQz5MH/TzRNI09e/boM1qr1YqiKHz66aeMHTtWGsoIITqUZofuh1mnqLLU3fK5x/hH6PHQLzA5OFJbmk/Rl7/GqVcgzj7/2D68ylLH78y78Du3gfj4eLp27YqiKKxZs4bhw4dLnwMhRIfVrNAtqagm+0Rxg/dwnbzu/8G/TJgwYbl6qV7oahrsvVjJA9292bhxI8HBwc0pQwghbE6zQte8r6DR46WblnHjcDqapRqnXoG4Bt76EM/F2ZmAaY8RHBzYnBKEEMImNSt084rK6i0L+2c9IhZy38x/o7owj6oLhzHZ37rSoMpiJe9SeXMuL4QQNqtZT6nKqix3PMdkZ4+L/xDqykso359ym3Fqm3N5IYSwWc0KXQ+XJkyQrVYsVy/dZhxZayuE6FyaFbpBPh44O9z61bob17hxLBtrTSWatY7KM/u4kZuNS8DwW851cbAjqLd7cy4vhBA2q1n3dGNH+fFe2olbD5hMlO/fQOmmZaBZcejmTfcZz9HlgXG3nKoBsSOll60QonNpVuj2dHMmdKAX3+RerrdszL5LN3ye+MMdv28ywbRBXi3aBEcIIWxBs1/3ejFsAC4OzXst18XBnoVhA+58ohBCdDDNDt1h/p68HhmEq2PThnB1tOP1yCAe9PNs7qWFEMJm3VPDm5tNaxrrMnaTyfT9DLcpXcaEEKKjuefWjgvGB/CgnyfLsk6RebwYE/9o5wj/6Kc7bZAXC8MGyAxXCNGptcjOEQ/6efLRgtGUVlRjzikg71I5ZVW1eLg4EtTbndiRLbtzhBBC2KpGd44wmUzFwPm2K0cIITqE+zVN82roQKOhK4QQomVJh3AhhGhDErpCCNGGJHSFEKINSegKIUQbktAVQog29P8Bh4eAN6Pd1H0AAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Abundance\n", + "species 1:0.4\tspecies 2:0.3\tspecies 3:0.3\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n", + "3:bio4\n", + "\n", + "Model objective value: 0.1255606000908295\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.137323 0.459304\n", + "2 1.649426 0.000000 0.229549\n", + "3 1.841448 2.031487 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 1.649426 1.841448\n", + "2 0.137323 0.000000 2.031487\n", + "3 0.459304 0.229549 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Abundance\n", + "species 1:0.5\tspecies 2:0.25\tspecies 3:0.25\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n", + "3:bio4\n", + "\n", + "Model objective value: 0.12712750005455584\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.051595 0.043557\n", + "2 2.324807 0.000000 0.199619\n", + "3 1.803409 2.151347 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 2.324807 1.803409\n", + "2 0.051595 0.000000 2.151347\n", + "3 0.043557 0.199619 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Abundance\n", + "species 1:0.6\tspecies 2:0.2\tspecies 3:0.2\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n", + "3:bio4\n", + "\n", + "Model objective value: 0.12873400163503726\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.024458 0.019502\n", + "2 4.219219 0.000000 0.597353\n", + "3 0.845437 3.339373 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 4.219219 0.845437\n", + "2 0.024458 0.000000 3.339373\n", + "3 0.019502 0.597353 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Abundance\n", + "species 1:0.7\tspecies 2:0.15000000000000002\tspecies 3:0.15000000000000002\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n", + "3:bio4\n", + "\n", + "Model objective value: 0.1303816253761052\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.014372 0.016993\n", + "2 5.329102 0.000000 0.451500\n", + "3 0.464693 3.130949 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 5.329102 0.464693\n", + "2 0.014372 0.000000 3.130949\n", + "3 0.016993 0.451500 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Abundance\n", + "species 1:0.8\tspecies 2:0.09999999999999998\tspecies 3:0.09999999999999998\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n", + "3:bio4\n", + "\n", + "Model objective value: 0.1320719706745436\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.185003 0.181412\n", + "2 5.873835 0.000000 0.155697\n", + "3 0.000257 2.500696 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 5.873835 0.000257\n", + "2 0.185003 0.000000 2.500696\n", + "3 0.181412 0.155697 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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ZoolI6ArRhHr27MnChQvZtm0bJ0+eZPr06fzlL3+hV69ezJkzh88//5zS0lKjyxR2JKErhEG6devG008/zaZNmzhz5gyKomA2m/H392fWrFl89NFHlJSUGF2maGQSukI0A15eXjz++OMkJiZSWFjIz3/+czZv3kxgYCBTpkxh2bJlFBUVGV2maATyQ5oQzVhlZSVpaWmoqsrGjRsJCQnRN2P4+/sbXZ64A1m9IEQrUF1dzdatW/WGPH369NEDOCgoyOjyxE2k4Y0QrYCLiwuRkZFERkZisVjIzMxEVVXCwsLo3r27HsAhISGyHbkZk5muEC1cXV0de/bswWw2Ex8fT/v27fUAHj58uASwAeTxghBthKZp7N+/X98NZ7Va9QAeNWqU9INoIhK6QrRBmqZx5MgRPYCvXr2qN+SZMGECDg4ORpfYaknoCiHIycnRA/j8+fN6Q57w8HCcnJyMLq9VkdAVQtwiLy9P7wdx6tQpHnroIRRFYdq0abi4uBhdXosnoSuEuKOCggLWr1+P2Wzm6NGjzJo1i7i4OGbOnEn79u2NLq9FkoY3Qog78vPz44UXXmD79u3k5OQwceJEli9fjo+PD3FxcaxZs4aysjKjy2w1JHSFEDpvb29+8Ytf8NVXX3H69GmioqL44osv8PPz46GHHmLVqlV8//33RpfZoknoCiHq1aVLF/7lX/6F5ORkzp49y6OPPqrvhJsxYwYffvghFy9eNLrMFkdCVwhxTx07duSxxx4jPj6e8+fP88wzz5Cenk7//v0JDw/n/fffp7Cw0OgyWwS7hW5UVJS9hhZCGKhDhw76s97i4mL+7d/+jQMHDjBkyBDGjh3L4sWL+e6774wus9my2+qF0tJSvLy8bCxLCNHS1NTUkJ6ejqqqJCQk4Ofnp++GGzBggNHlNSlDlowJIdoui8XCzp07UVWV+Ph4OnXqpAfw4MGDW30/CAldIYRhrFYre/fu1XfDOTk5ERcXh6IoPPjgg60ygCV0hRDNgqZpHDp0SA/g6upqvR/E2LFjW01DHgldIUSzo2kax48fx2w2o6oqly9f1vtBTJw4EUfHltvu27AdacuWLbPn8EKIFsxkMjFo0CDefPNNjh49SkZGBr6+vrz88sv07NmTZ555htTUVGpqaowutVHZdaY7fPhwDh8+bPPnhRBtU35+vt6QJycnh9mzZ6MoCtOnT8fNzc3o8u7JsMcLI0aM4NChQzZ/XgghCgsLWb9+PaqqcvjwYWbOnImiKMyaNQt3d/dGvVdJRTXmg+fILS6jrMqCp6sjwd6ezHvQly7uP777WpOH7jPPPMPrr7+Os7Mz3t7e+ut79+7l9OnT/PSnP23wmEIIcfHiRRITE1FVlT179hAREYGiKDz00EN07NjR5nGzCkpZmnGKzBOXAKi2WPVrro7t0IDwAd1YMCmIoX5e9xyvyUO3S5cudO7cGVVVGTJkiP761atXmThxIllZWQ0eUwghbnblyhU2bNiA2WwmIyODCRMmEBcXR0xMDF26dPnR46zem8+ilFyqLHXcrRutyQSujg68FhnM/DEBdx2zyX9I6927N59//jmKopCenq6/fj//JRJCiJt16tSJJ554gqSkJAoLC3niiSfYtGkTffv2ZerUqSxfvpzi4uK7jvFD4OZQWXv3wAXQNKisrWNRSg6r9+bbXLddQlfTNMaMGUNqairPP/88ixcvprS0lNTUVDw8POxxSyFEG+bh4cGjjz7Kl19+SVFREQsXLmTXrl0MHDiQsLAwlixZwtmzZ2/5TFZBKYtScqms/cejhLKDGyha9SvOvDOHkuR3671XZa2VRSm5HDlXalOtdgndG+ctBQYGsnPnTk6cOMHgwYN58803Wb58uT1uKYQQALRv3565c+eyevVqiouLeeWVVzhy5AgjRoxg9OjRvP322+Tl5bE04xRVlrpbPuvo3oWO4x7Bfci0u96jylLHsoxTNtUnmyOEEG1CbW0tmZmZqKrK+k1bcH34HXCo/0DOK9s/p66shK6zX7rjeC6O7dj9/yLqXdUgx/UIIdo8Jycn/Vnvr/+Sct8nIJsA86FzDf6cXUJXeukKIZqzby9WcNOjXJtUWazkFpU3+HN2Cd2PP/7YHsMKIUSjKKuyNNI4tQ3+jF1Ct0ePHvYYVgghGoWna+M00/F0bfgjCruEblhYGHl5ebe9XlFRwdNPP22PWwohxD0VFBTw3nvvkb7+CzRL9W3XNWsdmqUGrHWgWdEsNWjWunpG+mGnWrBPw5fA2iV0y8vLCQwM1P9+8sknAXB3d0dWQwghmlJeXh5vv/02o0ePZvjw4WRlZfFfj0zGxfX2xjlXd/2Ns4tjKdtr5trxdM4ujuXqrr/VO64GxI3wbXA9dmlYqWkamqZhMpnQNI2UlBT9byGEsLecnBxUVcVsNlNcXMycOXNYtGgRkyZN0lctbKs4wFc5F27ZieYV9hheYY/dc3yTCSYP6NagJjg32CV0hw4dyssvv0x0dDRr167lgQceYOHChbi5udG/f3973FII0YZpmkZWVpZ+IkV5eTmxsbH86U9/Yvz48Tg4ONz2mYXhQew4WUJlbf2PD+7G1dGBBeFBNtVql8cLy5cvx2Qy8c477zBy5Eg2btxInz596NGjB6tWrbLHLYUQbYymaezbt4+XX36ZoKAgYmNjqaqq4i9/+QtnzpzhvffeY+LEifUGLsBQPy9eiwzGzalhMejm1I7XIoMZ4utlU9123ZFWVlaGh4eHPFYQQjSKuro6du/erZ8y3KFDB/2U4WHDhtmUNU3dZcyuhxAFBgYyaNAg/vjHPzJ8+HB73koI0UpZLBYyMjJQVZWEhAR69OiBoiikpqYSEhJy3+PPHxPAEF8vlmWcIv3bS5j4YePDDTf66U4e0I0F4UE2z3BvsGvoenh48Omnn/Lv//7v+Pr68tvf/rbRO70LIVqf6upqtm7ditlsJikpib59+6IoCjt27CAoyLZnqXczxNeLFfNDuVxRjfnQOXKLyimrqsXT1YlgHw/iRjTs5Ii7sWvoapqGv78/X375JZs2bSIqKooXXngBRVHseVshRAtUWVlJamoqqqqSkpLCAw88gKIovPnmm/j7+zdJDV3cXfjXiYH3fuN9sEvoRkREoGkaxcXFTJ48WX+9traWefPmYbXe56ZnIUSrUF5ezsaNG1FVlc2bNxMaGoqiKLzzzjv4+PgYXZ5d2CV0Fy9ejMlk4qGHHtL/LYQQ8I9jdlRVJSMjg/Hjx6MoCsuXL6dr165Gl2d3dgndESNGAJCUlKT/WwjRdl26dImEhIRbDpScN28en376KV5eXkaX16Ts+kxXAleItuv8+fP60emHDh1ixowZPPnkk5jN5jb9g7rdQrempgZnZ2d7DS+EaIbOnDmj7wrLyclh9uzZvPjii0yfPh03t9t7HbRFdgvdV199lcWLF9treCFEM3Hy5Em9z8GZM2eIiYnh9ddfJyIiQiZe9bDbjrQbzW6EEK2LpmkcP35cn9GWlJQwd+5cFEVh4sSJODra9alli2DYjjQhROugaRqHDh3Sg7aqqkpfcTB27FjatZPjFn8sCV0hRL2sViv79u3Tg9bR0RFFUVi9ejWhoaGyFNRGErpCCF1dXR07duz44Zjy9evx8vJCURQSExMZPHiwBG0jkNAVoo2rra0lPT0ds9lMYmIivXr1QlEUtmzZQnBwsNHltToSukK0QVVVVXz11VeoqsqGDRvo378/iqKwZ88e+vbta3R5rZqErhBtxLVr19i0aROqqpKamsrQoUNRFIX/+Z//wde34Wd9CdtI6ArRipWVlZGcnIyqqmzZsoXRo0ejKApLliyhR48eRpfXJknoCtHKXL58maSkJFRVZceOHUycOBFFUVi5ciWdO3c2urw2T0JXiFbgwoULep+Dr7/+mqlTp/LTn/6Uv/71r3h6ehpdnriJhK4QLdS5c+eIj49HVVWOHDnCrFmz+MUvfkFCQgIdOnQwujxxBxK6QrQgp0+f1jcrnDx5kujoaP7zP/+TqVOn4urqanR54keQ0BWimcvNzdUbypw/f545c+bwm9/8hsmTJ+Pk5GR0eaKBJHSFaGY0TePIkSP6jPbq1avExsayZMkSJkyYgIODg9ElivsgoStEM6BpGvv370dVVeLj47FYLCiKwscff8yoUaOkoUwrIqErhEGsViu7d+/Wg9bNzQ1FUVi7di3Dhw+XPgetlISuEE3IYrGQmZmpN5Tp3r07iqKQkpJCSEiIBG0bIKErhJ3V1NSwdetWVFUlMTGRgIAAFEVh+/bt9OvXz+jyRBOT0BXCDiorK0lLS0NVVTZu3EhISAiKovD666/Tu3dvo8sTBpLQFaKRVFRUkJKSgtlsZvPmzYwYMYK4uDjefvttfHx8jC5PNBMSukLch9LSUjZs2ICqqqSnpzNu3DgURWHp0qV069bN6PJEMyShK0QDlZSUkJCQgKqq7Nq1i4iICBRFYdWqVXh5eRldnmjmJHSF+BGKior0hjIHDhxgxowZ/PznP2fdunV4eHgYXZ5oQSR0hbiDM2fO6A1lsrOziYqK4pe//CUzZszAzc3N6PJECyWhK1o1TdMatPb11KlTep+D/Px8oqOjefXVV5kyZQouLi52rFS0FRK6otW6cOHCPU9H0DSN7Oxsvc/BxYsXmTt3Lr///e+ZNGkSjo7yfxHRuGRDt2h1du3aRXh4OD4+PmRkZAA/bLm9WV1dHatXr2bgwIHMmjWL77//nqVLl3Lu3DmWLVvGlClTJHCFXZg0TbvjxdDQUO3AgQO2DWwycbexhWgsx48f5+jRo4SFhdGrVy+2bt1KbW0taWlpXLp0idWrV2OxWG4JUavVSnZ2NtevX2fkyJGy/VY0KpPJdFDTtND6rsl/ykWLVVhYyH/8x3+QnZ1NUFAQGzduZPHixYSFheHs7ExAQABhYWEAt81a27Vrx6BBg4woW7Rx8nhBtBi5ubmUlpbqf586dYqKigqysrJQVZWDBw9SVlaGs7MzAMHBwbRv355du3YBtz9iEMIIErqi2du9ezcDBgwgNDSUHTt26K87OjqSl5dHVlYWn3/+OYMHD6Z9+/YA1NbWAhAdHc2HH34III8QRLMgoSuavfbt27Ns2TIWLFhAQUEB5eXlAIwcOZJXX32Vp556iiVLluDp6cnLL7/MyZMn9WNsFi5cSGZmJgBVVVWGfQchbpDQFc3C5s2befTRR/nNb35DUVHRLdf69evHlClTGDFiBNnZ2RQXFwPg7OxMcHAwwcHBHDx4kBUrVuDn58eGDRv0zwYGBnL27FmCg4N57rnnuHjxYpN+LyH+mYSuMFx+fj4ffPABERERXLp0iV//+tecOXMG+GEd7Y3jxMeNG8fVq1fJz8/XP3v69GkCAgKoqanBwcGBiooK/Wib1NRUJk2ahKIo/N///R+rVq2ie/fuTf79hLiZrF4Qhtu5cyc1NTU8++yzFBUV8eGHH/L555/z3//937c8h/X396dTp07k5OQwevRoPD09cXd359ixY7z//vt4enpy5MgRYmJiAAgLC2P37t1GfS0h6iWhKwzn7+9Phw4d0DQNHx8fhg0bRnJyMoWFhfTq1QtN09A0jXbt2hEeHs7hw4epqamhoqKCyMhIPDw8WLFiBW5ubvzv//4vEyZMuGWGLERzIqErDNe5c2c6derE4cOHGTFiBL1798bd3Z0jR47Qq1evW2a77dq1Y9WqVaxcuZKQkBC2bdtGWFiYvh73BlmpIJoreaYrmtS3337LV199dctKAn9/f7p3766vMujSpQvff/+9ftpCaWkpJpOJI0eO8NZbbxEXF0dKSgrbtm0z5DsIcT8kdIVdaZrGkSNH+PWvf82gQYOIiIhgx44d+pIuAE9PTyZOnMgXX3wBgJ+fH9nZ2fj4+LBixQoSEhKoqalh8ODBHD58mHfffZcRI0YY9ZWEuC/yeEE0Ok3TOHjwoN4isba2FkVRWLlyJaNHj9ZXF9xs5syZrFu3DkVR2LdvH/PmzaNr16787Gc/k961olWR0BWNwmq1smfPHlRVJT4+HhcXFxRF4W9/+xsjRoz4Uc9Y//znP3P48GG6dOlCYGAggASuaHUkdIXNLBYL27dvR1VV1q9fT5cuXYiLiyM5OZkHHnigwT9mOTk5MWrUKDtVK0TzIKErGqSmpoZt27ahqiqJiYn4+/ujKAoZGRn079/f6PKEaPYkdMU9VVZWsnnzZlRVJTk5mYEDB6IoCq+99hoBAQFGlydEiyKhK+pVUVHBpk2bMJvNpKWlMXz4cBRF4Xe/+x29evUyujwhWiwJXaG7evUqGzZsQFVVtm3bxtixY1EUhffff196FgjRSCR027iSkhISExNRVZWdO3cSHh5OXFwcn3zyCZ06dTK6PCFaHQndNqi4uJj169ejqir79+9n+vTpPPHEE6xduxYPDw+jyxOiVZPQbSPOnj1LfHw8qqpy7NgxoqKiWLhwITNmzNBPWxBC2J+EbiuWl5eHqqqoqkpeXh7R0dG88sorTJ06FRcXF6PLE6JNktBtZbKzs/WgLS4uZu7cuSxatIhJkybd0u9ACGEMCd0WTtM0srKyMJvNqKpKRUWFvuJg3LhxODg4GF2iEOImErotkKZpfP311/qMFkBRFFatWsXIkSPrbSgjhGgeJHRbiLq6Onbt2qU3lPHw8EBRFFRVZejQodK0W4gWQkK3GautrSUzMxOz2UxCQgLe3t4oikJaWhohISFGlyeEsIGEbjNTXV3Nli1bUFWVpKQkAgMDURSFnTt3EhQUZHR5Qoj7JKHbDFy/fp20tDTMZjMpKSkMGjSIuLg43nrrLfz8/IwuTwjRiCR0DVJeXs7GjRtRVZXNmzczcuRIFEXhD3/4A97e3kaXJ4SwEwndJnTlyhWSkpJQVZXMzEwmTJiAoigsX76crl27Gl2eEKIJSOja2aVLl0hISEBVVfbs2UNERAQPP/wwn332GV5eXkaXJ4RoYhK6dlBYWKg3lDl8+DAzZ87kqaeewmw24+7ubnR5QggDSeg2kvz8fH2zQm5uLrNnz+all15i2rRpcriiEEInoXsfTpw4oQft2bNniYmJ4Y033iAiIgJnZ2ejyxNCNEMSug2gaRrHjh3Tg/by5cvExsbyzjvvEBYWhqOj/M8phLg7SYl70DSNQ4cOoaoqZrOZ6upqFEVhxYoVjB07VvocCCEaREK3Hlarlb179+p9DpycnFAUhb/+9a88+OCD0udACGEzCd2/s1gs7NixA1VVWb9+PZ06dUJRFJKSkhg0aJAErRCiUbTp0K2trWXbtm2oqkpCQgJ+fn4oisK2bdsYMGCA0eUJIVqhNhe6VVVVbN68GVVVSU5OZsCAASiKwr59++jTp4/R5QkhWrk2EbrXrl1j06ZNqKrKpk2bGDZsGIqisGjRInx9fY0uTwjRhrTa0L169SrJycmoqsrWrVsZM2YMiqLw3nvv0b17d6PLE0K0Ua0qdC9fvkxSUhJms5kdO3YwadIk4uLi+Oijj+jcubPR5QkhRMsP3eLiYr2hzNdff820adOYP38+a9aswdPT0+jyhBDiFo0auiUV1ZgPniO3uIxuyuv8au1hgr09mfegL13cXRrtPgUFBcTHx6OqKkePHiUyMpLnnnuOxMRE2rdv32j3EUKIxmbSNO2OF0NDQ7UDBw7cc5CsglKWZpwi88QlAKotVv2aq2M7NCB8QDcWTApiqJ+XTYWePn1a33578uRJoqOjURSFadOm4eLSeIEuhBD3y2QyHdQ0LbS+a/c90129N59FKblUWeqoL7+r/h7Am7MvsP1ECa9FBjN/TMCPGjsnJ0cP2vPnzzN37lx++9vfEh4ejpOT0/2WLoQQTe6+QveHwM2hstZ6z/dqGlTW1rEoJQeg3uDVNI0jR45gNptRVZWysjJiY2NZsmQJEyZMwMHB4X7KFUIIw9kculkFpSxKyb0tcEs2LKYqPwtrbRUOHTrhOUbBY+gM/XplrZVFKbkM8fViiK8Xmqaxf/9+fUZrtVpRFIVPPvmEUaNGSUMZIUSrYnPoLs04RZWl7rbXPcfMo8usFzE5OlF7uYDiv/4Xzj0CcfH+x/HhVZY6fmPeh2/+JuLj4+nQoQOKovDll18ybNgw6XMghGi1bArdkopqMk9cqvcZrnO33jf9ZcKECcuVoltCV9PgwPlK+nXqTmpqKiEhIbaUIYQQLY5NoWs+eO6u1y+nLePa0a1olmqcewTiFnj7j3iuLi4ETH6EkJBAW0oQQogWyabQzS0uu2VZ2D/rMmMBnaf9K9WFuVSdPYrJ4faVBlUWK7lF5bbcXgghWiybfqUqq7Lc8z2mdg64+j1AXXkJ5YdT7jBOrS23F0KIFsum0PV0bcAE2WrFcqXoDuPIWlshRNtiU+gGe3vi4nj7R+uulXItOxNrTSWatY7K0we5lpOJa8Cw297r6tiOYB8PW24vhBAtlk3PdOMe9OXdLSduv2AyUX54E5fTloFmxbFjdzpNeYb2/Ubf9lYNiBshvWyFEG2LTaHb1d2FSf278VXOhVuWjTm074j3Y7+/5+dNJpg8oFujNsERQoiWwObtXgvDg3B1tG1brqujAwvCg+79RiGEaGVsDt2hfl68FhmMm1PDhnBzasdrkcEM8fWy9dZCCNFi3VfDmxtNa+7WZewGk+mHGW5DuowJIURrc9+tHeePCWCIrxfLMk6R/u0lTPyjnSP8o5/u5AHdWBAeJDNcIUSb1ignRwzx9WLF/FAuV1RjPnSO3KJyyqpq8XR1ItjHg7gRjXtyhBBCtFR3PTnCZDJdAs40XTlCCNEq9NY0rVt9F+4aukIIIRqXdAgXQogmJKErhBBNSEJXCCGakISuEEI0IQldIYRoQv8fun5m8MpQpy4AAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Abundance\n", + "species 1:0.9\tspecies 2:0.04999999999999999\tspecies 3:0.04999999999999999\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178979\n", + "species 2 drain-flux objective value: 0.11304811462925872\n", + "species 3 drain-flux objective value: 0.12709584977365385\n", + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n", + "3:bio4\n", + "\n", + "Model objective value: 0.13335318427544687\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.311438 0.102872\n", + "2 5.496429 0.000000 0.055567\n", + "3 0.000289 1.255594 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 5.496429 0.000289\n", + "2 0.311438 0.000000 1.255594\n", + "3 0.102872 0.055567 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "modelInfo = [\"electro.community.edited.v2\",93204]\n", + "mediaInfo = [\"CO2_minimal\",93204]\n", + "model = kbase.get_from_ws(modelInfo[0],modelInfo[1])\n", + "media = kbase.get_from_ws(mediaInfo[0],mediaInfo[1])\n", + "kinetic_coeff = 2000\n", + "\n", + "# evaluate the influence of kinetic constraints over a range of coefficients\n", + "plots = []\n", + "for abundance in range(0, 10):\n", + " species_1 = abundance/10 # Acetobacterium\n", + " species_2 = (1-species_1)/2 # Sulfurospirillum\n", + " species_3 = (1-species_1)/2 # Desulfovibrio\n", + " banner = '\\n{}\\nAbundance\\nspecies 1:{}\\tspecies 2:{}\\tspecies 3:{}'.format('='*50, species_1, species_2,species_3)\n", + " print(banner)\n", + " \n", + " model = kbase.get_from_ws(modelInfo[0],modelInfo[1])\n", + " media = kbase.get_from_ws(mediaInfo[0],mediaInfo[1])\n", + " cfba = MSCommunity(model)\n", + " cfba.drain_fluxes(media)\n", + " cfba.gapfill(media)\n", + " \n", + " cfba.constrain(media, kinetic_coeff = kinetic_coeff, abundances = {\"1\":species_1,\"2\":species_2, '3':species_3})\n", + " solution = cfba.run()\n", + " cfba.compute_interactions(solution)\n", + " graph, pos, labels = cfba.visualize()\n", + " plots.append((graph, pos, labels, banner))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Community Modeling/MSSteadyCom/MSCommunity_thermo-Copy1.ipynb b/examples/Community Modeling/MSSteadyCom/MSCommunity_thermo-Copy1.ipynb new file mode 100644 index 00000000..315481b3 --- /dev/null +++ b/examples/Community Modeling/MSSteadyCom/MSCommunity_thermo-Copy1.ipynb @@ -0,0 +1,647 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "yes\n", + "no\n", + "None\n" + ] + } + ], + "source": [ + "class test:\n", + " def __init__(self,):\n", + " self.name = 'this'\n", + " \n", + " def test(self,):\n", + " if hasattr(self,'name'):\n", + " print('yes')\n", + " if not hasattr(self,'bread'):\n", + " print('no')\n", + " \n", + "tst = test()\n", + "print(tst.test())" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "def exchange_list(): \n", + " return [rxn for rxn in model.reactions if 'EX_' in rxn.id]\n", + "\n", + "for rx in exchange_list():\n", + " print(rx.id)\n", + " break\n", + "\n", + "# from pprint import pprint\n", + "# for rxn in model.exchanges:\n", + "# pprint(rxn.id)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "sol = model.optimize()\n", + "print(type(sol))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "print(type(media))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "x = 2\n", + "b = None\n", + "print(all(i is None for i in [x,b]))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "for met in model.metabolites:\n", + " if met in None:\n", + " print('yes')\n", + " print(dir(met))\n", + " print(met.elements)\n", + " break" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Import KBase and mscom" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.3.1\n", + "Restricted license - for non-production use only - expires 2024-10-28\n" + ] + } + ], + "source": [ + "# import kbase\n", + "import os\n", + "local_cobrakbase_path = os.path.join(\"..\",\"..\",\"..\",\"..\",'cobrakbase')\n", + "os.environ[\"HOME\"] = local_cobrakbase_path\n", + "\n", + "import cobrakbase\n", + "# with open(\"C:/Users/Andrew Freiburger/Documents/Argonne/kbase_token.txt\") as token_file:\n", + "with open(\"/scratch/fliu/hub_home/afreiburger/kbase_token.txt\") as token_file:\n", + " kbase = cobrakbase.KBaseAPI(token_file.readline())\n", + "\n", + "model = kbase.get_from_ws(\"CMM_iAH991V2_iML1515.kb\",40576)\n", + "# media = kbase.get_from_ws(\"Btheta_Ecoli_minimal_media\",40576)\n", + "\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "tags": [] + }, + "source": [ + "# 2-member Zahmeeth model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'kbase' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[1], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m model \u001b[38;5;241m=\u001b[39m \u001b[43mkbase\u001b[49m\u001b[38;5;241m.\u001b[39mget_from_ws(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mCMM_iAH991V2_iML1515.kb\u001b[39m\u001b[38;5;124m\"\u001b[39m,\u001b[38;5;241m40576\u001b[39m)\n\u001b[0;32m 2\u001b[0m media \u001b[38;5;241m=\u001b[39m kbase\u001b[38;5;241m.\u001b[39mget_from_ws(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mBtheta_Ecoli_minimal_media\u001b[39m\u001b[38;5;124m\"\u001b[39m,\u001b[38;5;241m40576\u001b[39m)\n\u001b[0;32m 4\u001b[0m \u001b[38;5;66;03m# simulate and visualize the model\u001b[39;00m\n", + "\u001b[1;31mNameError\u001b[0m: name 'kbase' is not defined" + ] + } + ], + "source": [ + "model = kbase.get_from_ws(\"CMM_iAH991V2_iML1515.kb\",40576)\n", + "media = kbase.get_from_ws(\"Btheta_Ecoli_minimal_media\",40576)\n", + "\n", + "# simulate and visualize the model\n", + "from modelseedpy import MSCommunity\n", + "%run ../../../modelseedpy/community/mssteadycom.py\n", + "cross_feeding_df, exMets_df = MSSteadyCom(MSCommunity(model), media)\n", + "display(cross_feeding_df)\n", + "display(exMets_df)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# SimpleThermo-constrained" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "ename": "GurobiError", + "evalue": "Model too large for size-limited license; visit https://www.gurobi.com/free-trial for a full license", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mGurobiError\u001b[0m Traceback (most recent call last)", + "File \u001b[0;32m:8\u001b[0m\n", + "File \u001b[0;32m/homes/afreiburger/ModelSEEDpy/modelseedpy/community/mscommunity.py:129\u001b[0m, in \u001b[0;36mMSCommunity.__init__\u001b[0;34m(self, model, models, names, abundances, pfba, lp_filename)\u001b[0m\n\u001b[1;32m 126\u001b[0m model \u001b[38;5;241m=\u001b[39m model \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m models \u001b[38;5;28;01melse\u001b[39;00m build_from_species_models(\n\u001b[1;32m 127\u001b[0m models, names\u001b[38;5;241m=\u001b[39mnames, abundances\u001b[38;5;241m=\u001b[39mabundances, cobra_model\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[1;32m 128\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mid \u001b[38;5;241m=\u001b[39m model\u001b[38;5;241m.\u001b[39mid\n\u001b[0;32m--> 129\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mutil \u001b[38;5;241m=\u001b[39m \u001b[43mMSModelUtil\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m)\u001b[49m\n\u001b[1;32m 130\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mpkgmgr \u001b[38;5;241m=\u001b[39m MSPackageManager\u001b[38;5;241m.\u001b[39mget_pkg_mgr(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mutil\u001b[38;5;241m.\u001b[39mmodel)\n\u001b[1;32m 131\u001b[0m msid_cobraid_hash \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mutil\u001b[38;5;241m.\u001b[39mmsid_hash()\n", + "File \u001b[0;32m/home/afreiburger/.local/lib/python3.10/site-packages/modelseedpy/core/msmodelutl.py:105\u001b[0m, in \u001b[0;36mMSModelUtil.__init__\u001b[0;34m(self, model, copy)\u001b[0m\n\u001b[1;32m 103\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmodel \u001b[38;5;241m=\u001b[39m model\n\u001b[1;32m 104\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m copy:\n\u001b[0;32m--> 105\u001b[0m org_obj_val \u001b[38;5;241m=\u001b[39m \u001b[43mmodel\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mslim_optimize\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 106\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmodel \u001b[38;5;241m=\u001b[39m model\u001b[38;5;241m.\u001b[39mcopy()\n\u001b[1;32m 107\u001b[0m new_obj_val \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmodel\u001b[38;5;241m.\u001b[39mslim_optimize()\n", + "File \u001b[0;32m/home/afreiburger/.local/lib/python3.10/site-packages/cobra/core/model.py:1197\u001b[0m, in \u001b[0;36mModel.slim_optimize\u001b[0;34m(self, error_value, message)\u001b[0m\n\u001b[1;32m 1159\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mslim_optimize\u001b[39m(\n\u001b[1;32m 1160\u001b[0m \u001b[38;5;28mself\u001b[39m, error_value: Optional[\u001b[38;5;28mfloat\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mfloat\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnan\u001b[39m\u001b[38;5;124m\"\u001b[39m), message: Optional[\u001b[38;5;28mstr\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m 1161\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;28mfloat\u001b[39m:\n\u001b[1;32m 1162\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Optimize model without creating a solution object.\u001b[39;00m\n\u001b[1;32m 1163\u001b[0m \n\u001b[1;32m 1164\u001b[0m \u001b[38;5;124;03m Creating a full solution object implies fetching shadow prices and\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 1195\u001b[0m \u001b[38;5;124;03m If error_value was set as None and the optimization fails.\u001b[39;00m\n\u001b[1;32m 1196\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m-> 1197\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msolver\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptimize\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1198\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39msolver\u001b[38;5;241m.\u001b[39mstatus \u001b[38;5;241m==\u001b[39m optlang\u001b[38;5;241m.\u001b[39minterface\u001b[38;5;241m.\u001b[39mOPTIMAL:\n\u001b[1;32m 1199\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39msolver\u001b[38;5;241m.\u001b[39mobjective\u001b[38;5;241m.\u001b[39mvalue\n", + "File \u001b[0;32m/home/afreiburger/.local/lib/python3.10/site-packages/optlang/interface.py:1516\u001b[0m, in \u001b[0;36mModel.optimize\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 1501\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 1502\u001b[0m \u001b[38;5;124;03mSolve the optimization problem using the relevant solver back-end.\u001b[39;00m\n\u001b[1;32m 1503\u001b[0m \u001b[38;5;124;03mThe status returned by this method tells whether an optimal solution was found,\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 1513\u001b[0m \u001b[38;5;124;03m Solution status.\u001b[39;00m\n\u001b[1;32m 1514\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 1515\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mupdate()\n\u001b[0;32m-> 1516\u001b[0m status \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_optimize\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1517\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m status \u001b[38;5;241m!=\u001b[39m OPTIMAL \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconfiguration\u001b[38;5;241m.\u001b[39mpresolve \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mauto\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[1;32m 1518\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconfiguration\u001b[38;5;241m.\u001b[39mpresolve \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n", + "File \u001b[0;32m/home/afreiburger/.local/lib/python3.10/site-packages/optlang/gurobi_interface.py:677\u001b[0m, in \u001b[0;36mModel._optimize\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 675\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mproblem\u001b[38;5;241m.\u001b[39mreset()\n\u001b[1;32m 676\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mproblem\u001b[38;5;241m.\u001b[39mupdate()\n\u001b[0;32m--> 677\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mproblem\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptimize\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 678\u001b[0m status \u001b[38;5;241m=\u001b[39m _GUROBI_STATUS_TO_STATUS[\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mproblem\u001b[38;5;241m.\u001b[39mgetAttr(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mStatus\u001b[39m\u001b[38;5;124m\"\u001b[39m)]\n\u001b[1;32m 679\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m status\n", + "File \u001b[0;32msrc/gurobipy/model.pxi:875\u001b[0m, in \u001b[0;36mgurobipy.Model.optimize\u001b[0;34m()\u001b[0m\n", + "\u001b[0;31mGurobiError\u001b[0m: Model too large for size-limited license; visit https://www.gurobi.com/free-trial for a full license" + ] + } + ], + "source": [ + "%%time\n", + "# import gurobipy\n", + "# import cplex\n", + "\n", + "# from modelseedpy import MSCommunity\n", + "%run ../../../modelseedpy/community/mscommunity.py\n", + "%run ../../../modelseedpy/community/mssteadycom.py\n", + "\n", + "mscomm = MSCommunity(model)\n", + "mscomm.constrain(thermo_params={\"dgbin\":True}) # the model lacked any flux when False\n", + "cross_feeding_df, exMets_df = MSSteadyCom.compute(mscomm)\n", + "display(cross_feeding_df)\n", + "display(exMets_df)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## FullThermo-constrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "ename": "FileNotFoundError", + "evalue": "[Errno 2] No such file or directory: 'C:Users\\\\Andrew Freiburger\\\\Documents\\\\Argonne\\\\ModelSEED\\\\ModelSEEDDatabase/Biochemistry/reactions.tsv'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mFileNotFoundError\u001b[0m Traceback (most recent call last)", + "File \u001b[1;32m:16\u001b[0m, in \u001b[0;36m\u001b[1;34m\u001b[0m\n", + "File \u001b[1;32m~\\Documents\\Argonne\\ModelSEED\\ModelSEEDpy\\modelseedpy\\community\\mscommunity.py:301\u001b[0m, in \u001b[0;36mMSCommunity.constrain\u001b[1;34m(self, element_uptake_limit, kinetic_coeff, msdb_path)\u001b[0m\n\u001b[0;32m 299\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmsdb_path \u001b[38;5;241m=\u001b[39m msdb_path\n\u001b[0;32m 300\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m msdb_path:\n\u001b[1;32m--> 301\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpkgmgr\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgetpkg\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mFullThermoPkg\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbuild_package\u001b[49m\u001b[43m(\u001b[49m\u001b[43m{\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mmodelseed_db_path\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43mmsdb_path\u001b[49m\u001b[43m}\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\modelseedpy\\fbapkg\\fullthermopkg.py:72\u001b[0m, in \u001b[0;36mFullThermoPkg.build_package\u001b[1;34m(self, parameters, verbose)\u001b[0m\n\u001b[0;32m 57\u001b[0m \u001b[38;5;66;03m# amalgamate default and specified paramters \u001b[39;00m\n\u001b[0;32m 58\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mvalidate_parameters(parameters, \u001b[38;5;66;03m# specified parameters\u001b[39;00m\n\u001b[0;32m 59\u001b[0m [\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmodelseed_db_path\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;66;03m# required parameter for uploading the ModelSEED Database\u001b[39;00m\n\u001b[0;32m 60\u001b[0m ,{ \u001b[38;5;66;03m# default parameters\u001b[39;00m\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 70\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdgbin\u001b[39m\u001b[38;5;124m'\u001b[39m:\u001b[38;5;28;01mFalse\u001b[39;00m\n\u001b[0;32m 71\u001b[0m })\n\u001b[1;32m---> 72\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mparameters[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmodelseed_api\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[43mFBAHelper\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_modelseed_db_api\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mparameters\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mmodelseed_db_path\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 73\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m cpd \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mparameters[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcustom_concentrations\u001b[39m\u001b[38;5;124m\"\u001b[39m]:\n\u001b[0;32m 74\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mparameters[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mconcentrations\u001b[39m\u001b[38;5;124m\"\u001b[39m][cpd] \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mparameters[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcustom_concentrations\u001b[39m\u001b[38;5;124m\"\u001b[39m][cpd]\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\modelseedpy\\core\\fbahelper.py:167\u001b[0m, in \u001b[0;36mFBAHelper.get_modelseed_db_api\u001b[1;34m(modelseed_path)\u001b[0m\n\u001b[0;32m 165\u001b[0m \u001b[38;5;129m@staticmethod\u001b[39m\n\u001b[0;32m 166\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mget_modelseed_db_api\u001b[39m(modelseed_path):\n\u001b[1;32m--> 167\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mfrom_local\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodelseed_path\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\modelseedpy\\biochem\\modelseed_biochem.py:431\u001b[0m, in \u001b[0;36mfrom_local\u001b[1;34m(path)\u001b[0m\n\u001b[0;32m 428\u001b[0m reactions \u001b[38;5;241m=\u001b[39m {}\n\u001b[0;32m 430\u001b[0m logger\u001b[38;5;241m.\u001b[39minfo(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mload: \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m, reactions_url)\n\u001b[1;32m--> 431\u001b[0m seed_reactions \u001b[38;5;241m=\u001b[39m \u001b[43mpd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread_csv\u001b[49m\u001b[43m(\u001b[49m\u001b[43mreactions_url\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msep\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;130;43;01m\\t\u001b[39;49;00m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlow_memory\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m)\u001b[49m\n\u001b[0;32m 432\u001b[0m logger\u001b[38;5;241m.\u001b[39minfo(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mload: \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m, compounds_url)\n\u001b[0;32m 433\u001b[0m seed_compounds \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mread_csv(compounds_url, sep\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;130;01m\\t\u001b[39;00m\u001b[38;5;124m'\u001b[39m, low_memory\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m) \u001b[38;5;66;03m# Columns (10,14,15) have mixed types.\u001b[39;00m\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\pandas\\util\\_decorators.py:311\u001b[0m, in \u001b[0;36mdeprecate_nonkeyword_arguments..decorate..wrapper\u001b[1;34m(*args, **kwargs)\u001b[0m\n\u001b[0;32m 305\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(args) \u001b[38;5;241m>\u001b[39m num_allow_args:\n\u001b[0;32m 306\u001b[0m warnings\u001b[38;5;241m.\u001b[39mwarn(\n\u001b[0;32m 307\u001b[0m msg\u001b[38;5;241m.\u001b[39mformat(arguments\u001b[38;5;241m=\u001b[39marguments),\n\u001b[0;32m 308\u001b[0m \u001b[38;5;167;01mFutureWarning\u001b[39;00m,\n\u001b[0;32m 309\u001b[0m stacklevel\u001b[38;5;241m=\u001b[39mstacklevel,\n\u001b[0;32m 310\u001b[0m )\n\u001b[1;32m--> 311\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m func(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\pandas\\io\\parsers\\readers.py:680\u001b[0m, in \u001b[0;36mread_csv\u001b[1;34m(filepath_or_buffer, sep, delimiter, header, names, index_col, usecols, squeeze, prefix, mangle_dupe_cols, dtype, engine, converters, true_values, false_values, skipinitialspace, skiprows, skipfooter, nrows, na_values, keep_default_na, na_filter, verbose, skip_blank_lines, parse_dates, infer_datetime_format, keep_date_col, date_parser, dayfirst, cache_dates, iterator, chunksize, compression, thousands, decimal, lineterminator, quotechar, quoting, doublequote, escapechar, comment, encoding, encoding_errors, dialect, error_bad_lines, warn_bad_lines, on_bad_lines, delim_whitespace, low_memory, memory_map, float_precision, storage_options)\u001b[0m\n\u001b[0;32m 665\u001b[0m kwds_defaults \u001b[38;5;241m=\u001b[39m _refine_defaults_read(\n\u001b[0;32m 666\u001b[0m dialect,\n\u001b[0;32m 667\u001b[0m delimiter,\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 676\u001b[0m defaults\u001b[38;5;241m=\u001b[39m{\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdelimiter\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m,\u001b[39m\u001b[38;5;124m\"\u001b[39m},\n\u001b[0;32m 677\u001b[0m )\n\u001b[0;32m 678\u001b[0m kwds\u001b[38;5;241m.\u001b[39mupdate(kwds_defaults)\n\u001b[1;32m--> 680\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43m_read\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfilepath_or_buffer\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkwds\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\pandas\\io\\parsers\\readers.py:575\u001b[0m, in \u001b[0;36m_read\u001b[1;34m(filepath_or_buffer, kwds)\u001b[0m\n\u001b[0;32m 572\u001b[0m _validate_names(kwds\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnames\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;28;01mNone\u001b[39;00m))\n\u001b[0;32m 574\u001b[0m \u001b[38;5;66;03m# Create the parser.\u001b[39;00m\n\u001b[1;32m--> 575\u001b[0m parser \u001b[38;5;241m=\u001b[39m TextFileReader(filepath_or_buffer, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwds)\n\u001b[0;32m 577\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m chunksize \u001b[38;5;129;01mor\u001b[39;00m iterator:\n\u001b[0;32m 578\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m parser\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\pandas\\io\\parsers\\readers.py:933\u001b[0m, in \u001b[0;36mTextFileReader.__init__\u001b[1;34m(self, f, engine, **kwds)\u001b[0m\n\u001b[0;32m 930\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39moptions[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhas_index_names\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m kwds[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhas_index_names\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[0;32m 932\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhandles: IOHandles \u001b[38;5;241m|\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m--> 933\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_engine \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_make_engine\u001b[49m\u001b[43m(\u001b[49m\u001b[43mf\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mengine\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\pandas\\io\\parsers\\readers.py:1217\u001b[0m, in \u001b[0;36mTextFileReader._make_engine\u001b[1;34m(self, f, engine)\u001b[0m\n\u001b[0;32m 1213\u001b[0m mode \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrb\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m 1214\u001b[0m \u001b[38;5;66;03m# error: No overload variant of \"get_handle\" matches argument types\u001b[39;00m\n\u001b[0;32m 1215\u001b[0m \u001b[38;5;66;03m# \"Union[str, PathLike[str], ReadCsvBuffer[bytes], ReadCsvBuffer[str]]\"\u001b[39;00m\n\u001b[0;32m 1216\u001b[0m \u001b[38;5;66;03m# , \"str\", \"bool\", \"Any\", \"Any\", \"Any\", \"Any\", \"Any\"\u001b[39;00m\n\u001b[1;32m-> 1217\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhandles \u001b[38;5;241m=\u001b[39m \u001b[43mget_handle\u001b[49m\u001b[43m(\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;66;43;03m# type: ignore[call-overload]\u001b[39;49;00m\n\u001b[0;32m 1218\u001b[0m \u001b[43m \u001b[49m\u001b[43mf\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1219\u001b[0m \u001b[43m \u001b[49m\u001b[43mmode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1220\u001b[0m \u001b[43m \u001b[49m\u001b[43mencoding\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mencoding\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1221\u001b[0m \u001b[43m \u001b[49m\u001b[43mcompression\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mcompression\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1222\u001b[0m \u001b[43m 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\u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1226\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1227\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhandles \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m 1228\u001b[0m f \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhandles\u001b[38;5;241m.\u001b[39mhandle\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\pandas\\io\\common.py:789\u001b[0m, in \u001b[0;36mget_handle\u001b[1;34m(path_or_buf, mode, encoding, compression, memory_map, is_text, errors, storage_options)\u001b[0m\n\u001b[0;32m 784\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(handle, \u001b[38;5;28mstr\u001b[39m):\n\u001b[0;32m 785\u001b[0m \u001b[38;5;66;03m# Check whether the filename is to be opened in binary mode.\u001b[39;00m\n\u001b[0;32m 786\u001b[0m \u001b[38;5;66;03m# Binary mode does not support 'encoding' and 'newline'.\u001b[39;00m\n\u001b[0;32m 787\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m ioargs\u001b[38;5;241m.\u001b[39mencoding \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mb\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m ioargs\u001b[38;5;241m.\u001b[39mmode:\n\u001b[0;32m 788\u001b[0m \u001b[38;5;66;03m# Encoding\u001b[39;00m\n\u001b[1;32m--> 789\u001b[0m handle \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mopen\u001b[39;49m\u001b[43m(\u001b[49m\n\u001b[0;32m 790\u001b[0m \u001b[43m \u001b[49m\u001b[43mhandle\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 791\u001b[0m \u001b[43m \u001b[49m\u001b[43mioargs\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 792\u001b[0m \u001b[43m \u001b[49m\u001b[43mencoding\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mioargs\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mencoding\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 793\u001b[0m \u001b[43m \u001b[49m\u001b[43merrors\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43merrors\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 794\u001b[0m \u001b[43m \u001b[49m\u001b[43mnewline\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[0;32m 795\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 796\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 797\u001b[0m \u001b[38;5;66;03m# Binary mode\u001b[39;00m\n\u001b[0;32m 798\u001b[0m handle \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mopen\u001b[39m(handle, ioargs\u001b[38;5;241m.\u001b[39mmode)\n", + "\u001b[1;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: 'C:Users\\\\Andrew Freiburger\\\\Documents\\\\Argonne\\\\ModelSEED\\\\ModelSEEDDatabase/Biochemistry/reactions.tsv'" + ] + } + ], + "source": [ + "%%time\n", + "# import the model\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "# modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", + "# mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", + "\n", + "# model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "# media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "%run ../../../modelseedpy/community/mscommunity.py\n", + "mscom = MSCommunity(model)\n", + "mscom.gapfill(media)\n", + "mscom.constrain(msdb_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','ModelSEED', \"ModelSEEDDatabase\"))\n", + "solution = mscom.run()\n", + "mscom.compute_interactions(solution)\n", + "mscom.visualize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 3-member Electrosynth model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# import the model\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = ['electrosynth_comnty.mdl.gf.2021',93204]\n", + "mediaInfo_2 = [\"CO2_minimal\",93204]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "mscom = MSCommunity(model)\n", + "mscom.drain_fluxes(media)\n", + "mscom.gapfill(media)\n", + "mscom.constrain(media)\n", + "solution = mscom.run()\n", + "mscom.compute_interactions(solution)\n", + "mscom.visualize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## FullThermo-constrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [], + "source": [ + "# import the model\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = ['electrosynth_comnty.mdl.gf.2021',93204]\n", + "mediaInfo_2 = [\"CO2_minimal\",93204]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "mscom = MSCommunity(model)\n", + "mscom.drain_fluxes(media)\n", + "mscom.gapfill(media)\n", + "mscom.constrain(media, msdb_path_for_fullthermo = ftp_path, verbose = False)\n", + "solution = mscom.run()\n", + "mscom.compute_interactions(solution)\n", + "mscom.visualize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2-member Aimee model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Chitin media" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# import the model\n", + "%run ../../../modelseedpy/core/mscommunity.py\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = ['Cjaponicus_Ecoli_Community',97055]\n", + "mediaInfo_2 = [\"ChitinM9Media\",97055]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "mscom = MSCommunity(model)\n", + "mscom.drain_fluxes(media)\n", + "mscom.gapfill(media)\n", + "mscom.constrain(media) \n", + "solution = mscom.run()\n", + "mscom.compute_interactions(solution)\n", + "mscom.visualize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## FullThermo-constrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# import the model\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = ['Cjaponicus_Ecoli_Community',97055]\n", + "mediaInfo_2 = [\"ChitinM9Media\",97055]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "mscom = MSCommunity(model)\n", + "mscom.drain_fluxes(media)\n", + "mscom.gapfill(media)\n", + "mscom.constrain(media, msdb_path_for_fullthermo = ftp_path, verbose = False)\n", + "solution = mscom.run()\n", + "mscom.compute_interactions(solution)\n", + "mscom.visualize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 7-member Hotlake model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# import the model\n", + "%run ../../../modelseedpy/core/mscommunity.py\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = [\"Hot_Lake_seven.mdl\",93544]\n", + "mediaInfo_2 = [\"HotLakeMedia\",93544]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "mscom = MSCommunity(model)\n", + "mscom.drain_fluxes(media)\n", + "mscom.gapfill(media)\n", + "mscom.constrain(media)\n", + "solution = mscom.run()\n", + "mscom.compute_interactions(solution)\n", + "mscom.visualize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## FullThermo-constrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# import the model\n", + "%run ../../modelseedpy/core/mscommunity.py\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = [\"Hot_Lake_seven.mdl\",93544]\n", + "mediaInfo_2 = [\"HotLakeMedia\",93544]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "mscom = MSCommunity(model)\n", + "mscom.drain_fluxes(media)\n", + "mscom.gapfill(media)\n", + "mscom.constrain(media, msdb_path_for_fullthermo = ftp_path, verbose = False)\n", + "solution = mscom.run()\n", + "mscom.compute_interactions(solution)\n", + "mscom.visualize()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Community Modeling/MSSteadyCom/MSCommunity_thermo.ipynb b/examples/Community Modeling/MSSteadyCom/MSCommunity_thermo.ipynb new file mode 100644 index 00000000..e07017e8 --- /dev/null +++ b/examples/Community Modeling/MSSteadyCom/MSCommunity_thermo.ipynb @@ -0,0 +1,639 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "class test:\n", + " def __init__(self,):\n", + " self.name = 'this'\n", + " \n", + " def test(self,):\n", + " if hasattr(self,'name'):\n", + " print('yes')\n", + " if not hasattr(self,'bread'):\n", + " print('no')\n", + " \n", + "tst = test()\n", + "print(tst.test())" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "def exchange_list(): \n", + " return [rxn for rxn in model.reactions if 'EX_' in rxn.id]\n", + "\n", + "for rx in exchange_list():\n", + " print(rx.id)\n", + " break\n", + "\n", + "# from pprint import pprint\n", + "# for rxn in model.exchanges:\n", + "# pprint(rxn.id)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "sol = model.optimize()\n", + "print(type(sol))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "print(type(media))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "x = 2\n", + "b = None\n", + "print(all(i is None for i in [x,b]))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "for met in model.metabolites:\n", + " if met in None:\n", + " print('yes')\n", + " print(dir(met))\n", + " print(met.elements)\n", + " break" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Import KBase and mscom" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# import kbase\n", + "import os\n", + "# local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", + "local_cobrakbase_path = os.path.join('..', '..', '..', '..', 'cobrakbase')\n", + "os.environ[\"HOME\"] = local_cobrakbase_path\n", + "\n", + "import cobrakbase\n", + "# with open(\"C:/Users/Andrew Freiburger/Documents/Argonne/kbase_token.txt\") as token_file:\n", + "os.system(\"pwd\")\n", + "with open(\"../../../../kbase_token.txt\") as token_file:\n", + " kbase = cobrakbase.KBaseAPI(token_file.readline())\n", + "\n", + "model = kbase.get_from_ws(\"CMM_iAH991V2_iML1515.kb\",40576)\n", + "# media = kbase.get_from_ws(\"Btheta_Ecoli_minimal_media\",40576)\n", + "\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "tags": [] + }, + "source": [ + "# 2-member Zahmeeth model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'kbase' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[1], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m model \u001b[38;5;241m=\u001b[39m \u001b[43mkbase\u001b[49m\u001b[38;5;241m.\u001b[39mget_from_ws(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mCMM_iAH991V2_iML1515.kb\u001b[39m\u001b[38;5;124m\"\u001b[39m,\u001b[38;5;241m40576\u001b[39m)\n\u001b[0;32m 2\u001b[0m media \u001b[38;5;241m=\u001b[39m kbase\u001b[38;5;241m.\u001b[39mget_from_ws(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mBtheta_Ecoli_minimal_media\u001b[39m\u001b[38;5;124m\"\u001b[39m,\u001b[38;5;241m40576\u001b[39m)\n\u001b[0;32m 4\u001b[0m \u001b[38;5;66;03m# simulate and visualize the model\u001b[39;00m\n", + "\u001b[1;31mNameError\u001b[0m: name 'kbase' is not defined" + ] + } + ], + "source": [ + "model = kbase.get_from_ws(\"CMM_iAH991V2_iML1515.kb\",40576)\n", + "# media = kbase.get_from_ws(\"Btheta_Ecoli_minimal_media\",40576)\n", + "\n", + "# simulate and visualize the model\n", + "from modelseedpy import MSCommunity\n", + "%run ../../../modelseedpy/community/mssteadycom.py\n", + "cross_feeding_df, exMets_df = MSSteadyCom(MSCommunity(model), media)\n", + "display(cross_feeding_df)\n", + "display(exMets_df)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# SimpleThermo-constrained" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n", + "[0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 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\u001b[0;36mMSSteadyCom.compute\u001b[1;34m(mscommodel, solution, media, flux_threshold, visualize, filename, export_directory, node_metabolites, x_offset, show_figure, ignore_mets)\u001b[0m\n\u001b[0;32m 49\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mall\u001b[39m(array(\u001b[38;5;28mlist\u001b[39m(solution\u001b[38;5;241m.\u001b[39mfluxes\u001b[38;5;241m.\u001b[39mvalues)) \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m):\n\u001b[0;32m 50\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;28mlist\u001b[39m(solution\u001b[38;5;241m.\u001b[39mfluxes\u001b[38;5;241m.\u001b[39mvalues))\n\u001b[1;32m---> 51\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m NoFluxError(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mThe simulation lacks any flux.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 53\u001b[0m \u001b[38;5;66;03m#Initialize data\u001b[39;00m\n\u001b[0;32m 54\u001b[0m metabolite_data, species_data, species_collection \u001b[38;5;241m=\u001b[39m {}, {\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEnvironment\u001b[39m\u001b[38;5;124m\"\u001b[39m:{}}, {\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEnvironment\u001b[39m\u001b[38;5;124m\"\u001b[39m:{}}\n", + "\u001b[1;31mNoFluxError\u001b[0m: The simulation lacks any flux." + ] + } + ], + "source": [ + "%%time\n", + "\n", + "# from modelseedpy import MSCommunity\n", + "%run ../../../modelseedpy/community/mscommunity.py\n", + "%run ../../../modelseedpy/community/mssteadycom.py\n", + "\n", + "mscomm = MSCommunity(model)\n", + "mscomm.constrain(thermo_params={\"dgbin\":False})\n", + "cross_feeding_df, exMets_df = MSSteadyCom.compute(mscomm)\n", + "display(cross_feeding_df)\n", + "display(exMets_df)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## FullThermo-constrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "ename": "FileNotFoundError", + "evalue": "[Errno 2] No such file or directory: 'C:Users\\\\Andrew Freiburger\\\\Documents\\\\Argonne\\\\ModelSEED\\\\ModelSEEDDatabase/Biochemistry/reactions.tsv'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mFileNotFoundError\u001b[0m Traceback (most recent call last)", + "File \u001b[1;32m:16\u001b[0m, in \u001b[0;36m\u001b[1;34m\u001b[0m\n", + "File \u001b[1;32m~\\Documents\\Argonne\\ModelSEED\\ModelSEEDpy\\modelseedpy\\community\\mscommunity.py:301\u001b[0m, in \u001b[0;36mMSCommunity.constrain\u001b[1;34m(self, element_uptake_limit, kinetic_coeff, msdb_path)\u001b[0m\n\u001b[0;32m 299\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmsdb_path \u001b[38;5;241m=\u001b[39m msdb_path\n\u001b[0;32m 300\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m msdb_path:\n\u001b[1;32m--> 301\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpkgmgr\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgetpkg\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mFullThermoPkg\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbuild_package\u001b[49m\u001b[43m(\u001b[49m\u001b[43m{\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mmodelseed_db_path\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m:\u001b[49m\u001b[43mmsdb_path\u001b[49m\u001b[43m}\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\modelseedpy\\fbapkg\\fullthermopkg.py:72\u001b[0m, in \u001b[0;36mFullThermoPkg.build_package\u001b[1;34m(self, parameters, verbose)\u001b[0m\n\u001b[0;32m 57\u001b[0m \u001b[38;5;66;03m# amalgamate default and specified paramters \u001b[39;00m\n\u001b[0;32m 58\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mvalidate_parameters(parameters, \u001b[38;5;66;03m# specified parameters\u001b[39;00m\n\u001b[0;32m 59\u001b[0m [\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmodelseed_db_path\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;66;03m# required parameter for uploading the ModelSEED Database\u001b[39;00m\n\u001b[0;32m 60\u001b[0m ,{ \u001b[38;5;66;03m# default parameters\u001b[39;00m\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 70\u001b[0m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mdgbin\u001b[39m\u001b[38;5;124m'\u001b[39m:\u001b[38;5;28;01mFalse\u001b[39;00m\n\u001b[0;32m 71\u001b[0m })\n\u001b[1;32m---> 72\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mparameters[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmodelseed_api\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[43mFBAHelper\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_modelseed_db_api\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mparameters\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mmodelseed_db_path\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 73\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m cpd \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mparameters[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcustom_concentrations\u001b[39m\u001b[38;5;124m\"\u001b[39m]:\n\u001b[0;32m 74\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mparameters[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mconcentrations\u001b[39m\u001b[38;5;124m\"\u001b[39m][cpd] \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mparameters[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcustom_concentrations\u001b[39m\u001b[38;5;124m\"\u001b[39m][cpd]\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\modelseedpy\\core\\fbahelper.py:167\u001b[0m, in \u001b[0;36mFBAHelper.get_modelseed_db_api\u001b[1;34m(modelseed_path)\u001b[0m\n\u001b[0;32m 165\u001b[0m \u001b[38;5;129m@staticmethod\u001b[39m\n\u001b[0;32m 166\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mget_modelseed_db_api\u001b[39m(modelseed_path):\n\u001b[1;32m--> 167\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mfrom_local\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodelseed_path\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\modelseedpy\\biochem\\modelseed_biochem.py:431\u001b[0m, in \u001b[0;36mfrom_local\u001b[1;34m(path)\u001b[0m\n\u001b[0;32m 428\u001b[0m reactions \u001b[38;5;241m=\u001b[39m {}\n\u001b[0;32m 430\u001b[0m logger\u001b[38;5;241m.\u001b[39minfo(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mload: \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m, reactions_url)\n\u001b[1;32m--> 431\u001b[0m seed_reactions \u001b[38;5;241m=\u001b[39m \u001b[43mpd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread_csv\u001b[49m\u001b[43m(\u001b[49m\u001b[43mreactions_url\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msep\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;130;43;01m\\t\u001b[39;49;00m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlow_memory\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m)\u001b[49m\n\u001b[0;32m 432\u001b[0m logger\u001b[38;5;241m.\u001b[39minfo(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mload: \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m, compounds_url)\n\u001b[0;32m 433\u001b[0m seed_compounds \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mread_csv(compounds_url, sep\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;130;01m\\t\u001b[39;00m\u001b[38;5;124m'\u001b[39m, low_memory\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m) \u001b[38;5;66;03m# Columns (10,14,15) have mixed types.\u001b[39;00m\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\pandas\\util\\_decorators.py:311\u001b[0m, in \u001b[0;36mdeprecate_nonkeyword_arguments..decorate..wrapper\u001b[1;34m(*args, **kwargs)\u001b[0m\n\u001b[0;32m 305\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(args) \u001b[38;5;241m>\u001b[39m num_allow_args:\n\u001b[0;32m 306\u001b[0m warnings\u001b[38;5;241m.\u001b[39mwarn(\n\u001b[0;32m 307\u001b[0m msg\u001b[38;5;241m.\u001b[39mformat(arguments\u001b[38;5;241m=\u001b[39marguments),\n\u001b[0;32m 308\u001b[0m \u001b[38;5;167;01mFutureWarning\u001b[39;00m,\n\u001b[0;32m 309\u001b[0m stacklevel\u001b[38;5;241m=\u001b[39mstacklevel,\n\u001b[0;32m 310\u001b[0m )\n\u001b[1;32m--> 311\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m func(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\pandas\\io\\parsers\\readers.py:680\u001b[0m, in \u001b[0;36mread_csv\u001b[1;34m(filepath_or_buffer, sep, delimiter, header, names, index_col, usecols, squeeze, prefix, mangle_dupe_cols, dtype, engine, converters, true_values, false_values, skipinitialspace, skiprows, skipfooter, nrows, na_values, keep_default_na, na_filter, verbose, skip_blank_lines, parse_dates, infer_datetime_format, keep_date_col, date_parser, dayfirst, cache_dates, iterator, chunksize, compression, thousands, decimal, lineterminator, quotechar, quoting, doublequote, escapechar, comment, encoding, encoding_errors, dialect, error_bad_lines, warn_bad_lines, on_bad_lines, delim_whitespace, low_memory, memory_map, float_precision, storage_options)\u001b[0m\n\u001b[0;32m 665\u001b[0m kwds_defaults \u001b[38;5;241m=\u001b[39m _refine_defaults_read(\n\u001b[0;32m 666\u001b[0m dialect,\n\u001b[0;32m 667\u001b[0m delimiter,\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 676\u001b[0m defaults\u001b[38;5;241m=\u001b[39m{\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdelimiter\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m,\u001b[39m\u001b[38;5;124m\"\u001b[39m},\n\u001b[0;32m 677\u001b[0m )\n\u001b[0;32m 678\u001b[0m kwds\u001b[38;5;241m.\u001b[39mupdate(kwds_defaults)\n\u001b[1;32m--> 680\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43m_read\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfilepath_or_buffer\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkwds\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\pandas\\io\\parsers\\readers.py:575\u001b[0m, in \u001b[0;36m_read\u001b[1;34m(filepath_or_buffer, kwds)\u001b[0m\n\u001b[0;32m 572\u001b[0m _validate_names(kwds\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnames\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;28;01mNone\u001b[39;00m))\n\u001b[0;32m 574\u001b[0m \u001b[38;5;66;03m# Create the parser.\u001b[39;00m\n\u001b[1;32m--> 575\u001b[0m parser \u001b[38;5;241m=\u001b[39m TextFileReader(filepath_or_buffer, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwds)\n\u001b[0;32m 577\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m chunksize \u001b[38;5;129;01mor\u001b[39;00m iterator:\n\u001b[0;32m 578\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m parser\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\pandas\\io\\parsers\\readers.py:933\u001b[0m, in \u001b[0;36mTextFileReader.__init__\u001b[1;34m(self, f, engine, **kwds)\u001b[0m\n\u001b[0;32m 930\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39moptions[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhas_index_names\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m kwds[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhas_index_names\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[0;32m 932\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhandles: IOHandles \u001b[38;5;241m|\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m--> 933\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_engine \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_make_engine\u001b[49m\u001b[43m(\u001b[49m\u001b[43mf\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mengine\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\pandas\\io\\parsers\\readers.py:1217\u001b[0m, in \u001b[0;36mTextFileReader._make_engine\u001b[1;34m(self, f, engine)\u001b[0m\n\u001b[0;32m 1213\u001b[0m mode \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrb\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m 1214\u001b[0m \u001b[38;5;66;03m# error: No overload variant of \"get_handle\" matches argument types\u001b[39;00m\n\u001b[0;32m 1215\u001b[0m \u001b[38;5;66;03m# \"Union[str, PathLike[str], ReadCsvBuffer[bytes], ReadCsvBuffer[str]]\"\u001b[39;00m\n\u001b[0;32m 1216\u001b[0m \u001b[38;5;66;03m# , \"str\", \"bool\", \"Any\", \"Any\", \"Any\", \"Any\", \"Any\"\u001b[39;00m\n\u001b[1;32m-> 1217\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhandles \u001b[38;5;241m=\u001b[39m \u001b[43mget_handle\u001b[49m\u001b[43m(\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;66;43;03m# type: ignore[call-overload]\u001b[39;49;00m\n\u001b[0;32m 1218\u001b[0m \u001b[43m \u001b[49m\u001b[43mf\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1219\u001b[0m \u001b[43m \u001b[49m\u001b[43mmode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1220\u001b[0m \u001b[43m \u001b[49m\u001b[43mencoding\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mencoding\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1221\u001b[0m \u001b[43m \u001b[49m\u001b[43mcompression\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mcompression\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1222\u001b[0m \u001b[43m \u001b[49m\u001b[43mmemory_map\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mmemory_map\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1223\u001b[0m \u001b[43m \u001b[49m\u001b[43mis_text\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mis_text\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1224\u001b[0m \u001b[43m 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\u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 1226\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1227\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhandles \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m 1228\u001b[0m f \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhandles\u001b[38;5;241m.\u001b[39mhandle\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\pandas\\io\\common.py:789\u001b[0m, in \u001b[0;36mget_handle\u001b[1;34m(path_or_buf, mode, encoding, compression, memory_map, is_text, errors, storage_options)\u001b[0m\n\u001b[0;32m 784\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(handle, \u001b[38;5;28mstr\u001b[39m):\n\u001b[0;32m 785\u001b[0m \u001b[38;5;66;03m# Check whether the filename is to be opened in binary mode.\u001b[39;00m\n\u001b[0;32m 786\u001b[0m \u001b[38;5;66;03m# Binary mode does not support 'encoding' and 'newline'.\u001b[39;00m\n\u001b[0;32m 787\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m ioargs\u001b[38;5;241m.\u001b[39mencoding \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mb\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m ioargs\u001b[38;5;241m.\u001b[39mmode:\n\u001b[0;32m 788\u001b[0m \u001b[38;5;66;03m# Encoding\u001b[39;00m\n\u001b[1;32m--> 789\u001b[0m handle \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mopen\u001b[39;49m\u001b[43m(\u001b[49m\n\u001b[0;32m 790\u001b[0m \u001b[43m \u001b[49m\u001b[43mhandle\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 791\u001b[0m \u001b[43m \u001b[49m\u001b[43mioargs\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 792\u001b[0m \u001b[43m \u001b[49m\u001b[43mencoding\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mioargs\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mencoding\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 793\u001b[0m \u001b[43m \u001b[49m\u001b[43merrors\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43merrors\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m 794\u001b[0m \u001b[43m \u001b[49m\u001b[43mnewline\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[0;32m 795\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 796\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m 797\u001b[0m \u001b[38;5;66;03m# Binary mode\u001b[39;00m\n\u001b[0;32m 798\u001b[0m handle \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mopen\u001b[39m(handle, ioargs\u001b[38;5;241m.\u001b[39mmode)\n", + "\u001b[1;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: 'C:Users\\\\Andrew Freiburger\\\\Documents\\\\Argonne\\\\ModelSEED\\\\ModelSEEDDatabase/Biochemistry/reactions.tsv'" + ] + } + ], + "source": [ + "%%time\n", + "# import the model\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "# modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", + "# mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", + "\n", + "# model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "# media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "%run ../../../modelseedpy/community/mscommunity.py\n", + "mscom = MSCommunity(model)\n", + "mscom.gapfill(media)\n", + "mscom.constrain(msdb_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','ModelSEED', \"ModelSEEDDatabase\"))\n", + "solution = mscom.run()\n", + "mscom.compute_interactions(solution)\n", + "mscom.visualize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 3-member Electrosynth model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# import the model\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = ['electrosynth_comnty.mdl.gf.2021',93204]\n", + "mediaInfo_2 = [\"CO2_minimal\",93204]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "mscom = MSCommunity(model)\n", + "mscom.drain_fluxes(media)\n", + "mscom.gapfill(media)\n", + "mscom.constrain(media)\n", + "solution = mscom.run()\n", + "mscom.compute_interactions(solution)\n", + "mscom.visualize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## FullThermo-constrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [], + "source": [ + "# import the model\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = ['electrosynth_comnty.mdl.gf.2021',93204]\n", + "mediaInfo_2 = [\"CO2_minimal\",93204]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "mscom = MSCommunity(model)\n", + "mscom.drain_fluxes(media)\n", + "mscom.gapfill(media)\n", + "mscom.constrain(media, msdb_path_for_fullthermo = ftp_path, verbose = False)\n", + "solution = mscom.run()\n", + "mscom.compute_interactions(solution)\n", + "mscom.visualize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2-member Aimee model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Chitin media" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# import the model\n", + "%run ../../../modelseedpy/core/mscommunity.py\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = ['Cjaponicus_Ecoli_Community',97055]\n", + "mediaInfo_2 = [\"ChitinM9Media\",97055]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "mscom = MSCommunity(model)\n", + "mscom.drain_fluxes(media)\n", + "mscom.gapfill(media)\n", + "mscom.constrain(media) \n", + "solution = mscom.run()\n", + "mscom.compute_interactions(solution)\n", + "mscom.visualize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## FullThermo-constrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# import the model\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = ['Cjaponicus_Ecoli_Community',97055]\n", + "mediaInfo_2 = [\"ChitinM9Media\",97055]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "mscom = MSCommunity(model)\n", + "mscom.drain_fluxes(media)\n", + "mscom.gapfill(media)\n", + "mscom.constrain(media, msdb_path_for_fullthermo = ftp_path, verbose = False)\n", + "solution = mscom.run()\n", + "mscom.compute_interactions(solution)\n", + "mscom.visualize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 7-member Hotlake model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# import the model\n", + "%run ../../../modelseedpy/core/mscommunity.py\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = [\"Hot_Lake_seven.mdl\",93544]\n", + "mediaInfo_2 = [\"HotLakeMedia\",93544]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "mscom = MSCommunity(model)\n", + "mscom.drain_fluxes(media)\n", + "mscom.gapfill(media)\n", + "mscom.constrain(media)\n", + "solution = mscom.run()\n", + "mscom.compute_interactions(solution)\n", + "mscom.visualize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## FullThermo-constrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# import the model\n", + "%run ../../modelseedpy/core/mscommunity.py\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = [\"Hot_Lake_seven.mdl\",93544]\n", + "mediaInfo_2 = [\"HotLakeMedia\",93544]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "mscom = MSCommunity(model)\n", + "mscom.drain_fluxes(media)\n", + "mscom.gapfill(media)\n", + "mscom.constrain(media, msdb_path_for_fullthermo = ftp_path, verbose = False)\n", + "solution = mscom.run()\n", + "mscom.compute_interactions(solution)\n", + "mscom.visualize()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Community Modeling/MSSteadyCom/MSCommunity_uptake.ipynb b/examples/Community Modeling/MSSteadyCom/MSCommunity_uptake.ipynb new file mode 100644 index 00000000..72c12a6f --- /dev/null +++ b/examples/Community Modeling/MSSteadyCom/MSCommunity_uptake.ipynb @@ -0,0 +1,4082 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "761f4b22", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\requests\\__init__.py:102: RequestsDependencyWarning: urllib3 (1.26.9) or chardet (5.0.0)/charset_normalizer (2.0.12) doesn't match a supported version!\n", + " warnings.warn(\"urllib3 ({}) or chardet ({})/charset_normalizer ({}) doesn't match a supported \"\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.8\n" + ] + } + ], + "source": [ + "# import kbase\n", + "import os\n", + "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", + "os.environ[\"HOME\"] = local_cobrakbase_path\n", + "import cobrakbase\n", + "with open(\"C:/Users/Andrew Freiburger/Documents/Argonne/kbase_token.txt\") as token_file:\n", + " kbase = cobrakbase.KBaseAPI(token_file.readline())\n", + "import networkx\n", + "from matplotlib import pyplot\n", + "\n", + "from pandas import set_option\n", + "set_option('display.max_rows', None)\n", + "\n", + "# import cFBA\n", + "%run ../../../modelseedpy/community/mscommunity.py\n", + "%matplotlib inline" + ] + }, + { + "cell_type": "markdown", + "id": "405dd343", + "metadata": {}, + "source": [ + "# 2-member Zahmeeth model" + ] + }, + { + "cell_type": "markdown", + "id": "d5516859", + "metadata": {}, + "source": [ + "### sans uptake constraints" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "97947310", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "species 1 drain-flux objective value: 0.17439698835991793\n", + "species 2 drain-flux objective value: 0.16925387417839624\n", + "\n", + "Model objective value: 0.1737502402900215\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2\n", + "Donor \n", + "1 0.000000 18.264719\n", + "2 426.862401 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2\n", + "Receiver \n", + "1 0.000000 426.862401\n", + "2 18.264719 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "(,\n", + " {1: array([1.00000000e+00, 4.37113883e-08]),\n", + " 2: array([-1.00000000e+00, -4.37113883e-08])},\n", + " {(1, 2): '-409'})" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", + "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "\n", + "# simulate and visualize the model\n", + "cfba = MSCommunity(model)\n", + "cfba.drain_fluxes(media)\n", + "cfba.gapfill(media)\n", + "cfba.constrain(media)\n", + "solution = cfba.run()\n", + "cfba.compute_interactions(solution)\n", + "cfba.visualize()" + ] + }, + { + "cell_type": "markdown", + "id": "072a9716", + "metadata": {}, + "source": [ + "### variable carbon uptake" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "e7a4110e", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Carbon uptake limit: 0\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\core\\metabolite.py:129: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", + " warn(f\"invalid character '*' found in formula '{self.formula}'\")\n" + ] + }, + { + "data": { + "text/plain": [ + "None" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "None" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Carbon uptake limit: 10\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\core\\metabolite.py:129: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", + " warn(f\"invalid character '*' found in formula '{self.formula}'\")\n" + ] + }, + { + "data": { + 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Metabolite/Donor ID
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cpd00058_e02.050350e-05-2.050350e-050.000000e+00
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cpd00098_e01.349934e-040.000000e+00-1.349934e-04
cpd00099_e01.505229e-04-1.505229e-040.000000e+00
cpd00106_e00.000000e+00-1.152673e-16-1.025394e-17
cpd00107_e00.000000e+00-1.302886e-021.302886e-02
cpd00116_e0-1.349934e-040.000000e+001.349934e-04
cpd00117_e00.000000e+000.000000e+00-5.421011e-20
cpd00118_e00.000000e+001.349934e-04-1.349934e-04
cpd00119_e00.000000e+002.678555e-03-2.678555e-03
cpd00129_e00.000000e+00-6.392668e-036.392668e-03
cpd00132_e00.000000e+00-6.971046e-036.971046e-03
cpd00149_e01.357164e-04-7.229726e-07-1.349934e-04
cpd00156_e00.000000e+001.734723e-18-1.734723e-18
cpd00161_e00.000000e+00-2.355560e-032.355560e-03
cpd00182_e00.000000e+007.824877e-04-7.824877e-04
cpd00205_e05.779761e-03-5.644767e-03-1.349934e-04
cpd00221_e00.000000e+008.249033e-01-8.249033e-01
cpd00239_e01.472371e-020.000000e+00-1.472371e-02
cpd00244_e09.340805e-06-9.340805e-060.000000e+00
cpd00249_e00.000000e+009.576784e-03-9.576784e-03
cpd00254_e03.858649e-04-2.508715e-04-1.349934e-04
cpd00305_e00.000000e+00-6.448915e-066.448915e-06
cpd00322_e00.000000e+00-8.401780e-038.401780e-03
cpd00363_e00.000000e+009.488407e-03-9.488407e-03
cpd00635_e01.349934e-040.000000e+00-1.349934e-04
cpd00644_e00.000000e+00-1.949134e-051.949134e-05
cpd00971_e01.349934e-044.065758e-19-1.349934e-04
cpd03586_e00.000000e+005.626462e-040.000000e+00
cpd10515_e03.736611e-04-2.386677e-04-1.349934e-04
cpd10516_e03.607922e-04-2.257988e-04-1.349934e-04
cpd11574_e02.024323e-07-2.024323e-070.000000e+00
cpd11640_e0-2.616064e+001.924621e+006.914432e-01
cpd15432_e08.142626e-32-8.142626e-320.000000e+00
cps_bt_e00.000000e+000.000000e+001.349934e-04
lps_bt_e00.000000e+000.000000e+005.624726e-04
pe_cer1_bt_e00.000000e+000.000000e+001.349934e-04
sphmyln_bt_e00.000000e+000.000000e+001.349934e-04
zzEnvironment0.000000e+006.805526e-011.729644e+00
zzSpecies15.618826e+000.000000e+003.287544e+00
zzSpecies24.872513e+001.865929e+000.000000e+00
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" + ], + "text/plain": [ + " Environment Species1 Species2\n", + "Metabolite/Donor ID \n", + "12ethd_e0 -5.464227e-04 0.000000e+00 5.464227e-04\n", + "cpd00001_e0 -9.318301e-01 -1.246965e+00 2.178795e+00\n", + "cpd00009_e0 7.904386e-02 -2.789535e-02 -5.114852e-02\n", + "cpd00011_e0 -1.271635e+00 2.042041e+00 -7.704054e-01\n", + "cpd00013_e0 6.435675e-01 -1.034940e-01 -5.400734e-01\n", + "cpd00020_e0 0.000000e+00 -1.797398e+00 1.797398e+00\n", + "cpd00027_e0 1.664394e+00 -5.423160e-01 -1.122078e+00\n", + "cpd00028_e0 1.349934e-04 0.000000e+00 -1.349934e-04\n", + "cpd00029_e0 -1.605218e+00 1.833398e+00 -2.281797e-01\n", + "cpd00030_e0 1.549764e-04 -1.998296e-05 -1.349934e-04\n", + "cpd00033_e0 0.000000e+00 2.196738e-03 -2.196738e-03\n", + "cpd00034_e0 1.448548e-04 -9.861346e-06 -1.349934e-04\n", + "cpd00035_e0 0.000000e+00 2.926324e-17 0.000000e+00\n", + "cpd00036_e0 -6.313069e-01 1.922540e-02 6.120815e-01\n", + "cpd00041_e0 0.000000e+00 -1.640389e-01 1.640389e-01\n", + "cpd00047_e0 -1.214941e-03 0.000000e+00 1.214941e-03\n", + "cpd00048_e0 1.254502e-04 -1.254502e-04 0.000000e+00\n", + "cpd00051_e0 0.000000e+00 8.336741e-03 -8.336741e-03\n", + "cpd00053_e0 0.000000e+00 -3.317244e-02 3.317244e-02\n", + "cpd00058_e0 2.050350e-05 -2.050350e-05 0.000000e+00\n", + "cpd00060_e0 0.000000e+00 -4.450879e-03 4.450879e-03\n", + "cpd00063_e0 2.855163e-04 -1.505229e-04 -1.349934e-04\n", + "cpd00065_e0 0.000000e+00 -1.643837e-03 1.643837e-03\n", + "cpd00066_e0 0.000000e+00 5.221597e-03 -5.221597e-03\n", + "cpd00067_e0 -3.433388e+00 7.981260e-01 2.635262e+00\n", + "cpd00069_e0 0.000000e+00 4.023805e-03 -4.023805e-03\n", + "cpd00084_e0 0.000000e+00 -2.699464e-03 2.699464e-03\n", + "cpd00098_e0 1.349934e-04 0.000000e+00 -1.349934e-04\n", + "cpd00099_e0 1.505229e-04 -1.505229e-04 0.000000e+00\n", + "cpd00106_e0 0.000000e+00 -1.152673e-16 -1.025394e-17\n", + "cpd00107_e0 0.000000e+00 -1.302886e-02 1.302886e-02\n", + "cpd00116_e0 -1.349934e-04 0.000000e+00 1.349934e-04\n", + "cpd00117_e0 0.000000e+00 0.000000e+00 -5.421011e-20\n", + "cpd00118_e0 0.000000e+00 1.349934e-04 -1.349934e-04\n", + "cpd00119_e0 0.000000e+00 2.678555e-03 -2.678555e-03\n", + "cpd00129_e0 0.000000e+00 -6.392668e-03 6.392668e-03\n", + "cpd00132_e0 0.000000e+00 -6.971046e-03 6.971046e-03\n", + "cpd00149_e0 1.357164e-04 -7.229726e-07 -1.349934e-04\n", + "cpd00156_e0 0.000000e+00 1.734723e-18 -1.734723e-18\n", + "cpd00161_e0 0.000000e+00 -2.355560e-03 2.355560e-03\n", + "cpd00182_e0 0.000000e+00 7.824877e-04 -7.824877e-04\n", + "cpd00205_e0 5.779761e-03 -5.644767e-03 -1.349934e-04\n", + "cpd00221_e0 0.000000e+00 8.249033e-01 -8.249033e-01\n", + "cpd00239_e0 1.472371e-02 0.000000e+00 -1.472371e-02\n", + "cpd00244_e0 9.340805e-06 -9.340805e-06 0.000000e+00\n", + "cpd00249_e0 0.000000e+00 9.576784e-03 -9.576784e-03\n", + "cpd00254_e0 3.858649e-04 -2.508715e-04 -1.349934e-04\n", + "cpd00305_e0 0.000000e+00 -6.448915e-06 6.448915e-06\n", + "cpd00322_e0 0.000000e+00 -8.401780e-03 8.401780e-03\n", + "cpd00363_e0 0.000000e+00 9.488407e-03 -9.488407e-03\n", + "cpd00635_e0 1.349934e-04 0.000000e+00 -1.349934e-04\n", + "cpd00644_e0 0.000000e+00 -1.949134e-05 1.949134e-05\n", + "cpd00971_e0 1.349934e-04 4.065758e-19 -1.349934e-04\n", + "cpd03586_e0 0.000000e+00 5.626462e-04 0.000000e+00\n", + "cpd10515_e0 3.736611e-04 -2.386677e-04 -1.349934e-04\n", + "cpd10516_e0 3.607922e-04 -2.257988e-04 -1.349934e-04\n", + "cpd11574_e0 2.024323e-07 -2.024323e-07 0.000000e+00\n", + "cpd11640_e0 -2.616064e+00 1.924621e+00 6.914432e-01\n", + "cpd15432_e0 8.142626e-32 -8.142626e-32 0.000000e+00\n", + "cps_bt_e0 0.000000e+00 0.000000e+00 1.349934e-04\n", + "lps_bt_e0 0.000000e+00 0.000000e+00 5.624726e-04\n", + "pe_cer1_bt_e0 0.000000e+00 0.000000e+00 1.349934e-04\n", + "sphmyln_bt_e0 0.000000e+00 0.000000e+00 1.349934e-04\n", + "zzEnvironment 0.000000e+00 6.805526e-01 1.729644e+00\n", + "zzSpecies1 5.618826e+00 0.000000e+00 3.287544e+00\n", + "zzSpecies2 4.872513e+00 1.865929e+00 0.000000e+00" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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EnvironmentSpecies1Species2
Donor ID
EnvironmentD-Glucose; NH3D-Glucose; NH3
Species1H2; Acetate; CO2; H+L-Aspartate; Pyruvate
Species2H2; Succinate; H2O; H+D-Lactate; Acetate
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" + ], + "text/plain": [ + " Environment Species1 Species2\n", + "Donor ID \n", + "Environment D-Glucose; NH3 D-Glucose; NH3\n", + "Species1 H2; Acetate; CO2; H+ L-Aspartate; Pyruvate\n", + "Species2 H2; Succinate; H2O; H+ D-Lactate; Acetate " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Carbon uptake limit: 20\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\core\\metabolite.py:129: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", + " warn(f\"invalid character '*' found in formula '{self.formula}'\")\n" + ] + }, + { + "data": { + "image/png": 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Metabolite/Donor ID
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cpd00027_e03.328789e+00-1.084631e+00-2.244157e+00
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cpd00033_e00.000000e+004.393474e-03-4.393474e-03
cpd00034_e02.897094e-04-1.972268e-05-2.699868e-04
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cpd00048_e02.509003e-04-2.509003e-040.000000e+00
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cpd00053_e00.000000e+00-6.634485e-026.634485e-02
cpd00058_e04.100699e-05-4.100699e-050.000000e+00
cpd00060_e00.000000e+00-8.901755e-038.901755e-03
cpd00063_e05.710324e-04-3.010457e-04-2.699868e-04
cpd00065_e00.000000e+00-3.287673e-033.287673e-03
cpd00066_e00.000000e+001.044319e-02-1.044319e-02
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cpd00099_e03.010457e-04-3.010457e-040.000000e+00
cpd00104_e00.000000e+00-1.156756e-071.156756e-07
cpd00106_e00.000000e+00-4.299313e-170.000000e+00
cpd00107_e00.000000e+00-2.605771e-022.605771e-02
cpd00116_e0-2.701024e-040.000000e+002.701024e-04
cpd00117_e00.000000e+000.000000e+00-2.168404e-19
cpd00118_e00.000000e+002.699868e-04-2.699868e-04
cpd00119_e00.000000e+005.357109e-03-5.357109e-03
cpd00129_e00.000000e+00-1.278533e-021.278533e-02
cpd00132_e00.000000e+00-1.394209e-021.394209e-02
cpd00149_e02.714327e-04-1.445945e-06-2.699868e-04
cpd00161_e00.000000e+00-4.711466e-034.711466e-03
cpd00182_e00.000000e+001.564975e-03-1.564975e-03
cpd00205_e01.155952e-02-1.128953e-02-2.699868e-04
cpd00221_e00.000000e+001.649805e+00-1.649805e+00
cpd00239_e02.944753e-020.000000e+00-2.944753e-02
cpd00244_e01.868160e-05-1.868160e-050.000000e+00
cpd00249_e00.000000e+001.915356e-02-1.915356e-02
cpd00254_e07.717295e-04-5.017428e-04-2.699868e-04
cpd00305_e00.000000e+00-1.289783e-051.289783e-05
cpd00322_e00.000000e+00-1.680355e-021.680355e-02
cpd00363_e00.000000e+001.897715e-02-1.897715e-02
cpd00635_e02.699868e-040.000000e+00-2.699868e-04
cpd00644_e00.000000e+00-3.898266e-053.898266e-05
cpd00971_e02.699868e-040.000000e+00-2.699868e-04
cpd03586_e00.000000e+001.125292e-030.000000e+00
cpd10515_e07.473220e-04-4.773352e-04-2.699868e-04
cpd10516_e07.215842e-04-4.515974e-04-2.699868e-04
cpd11574_e04.048645e-07-4.048645e-070.000000e+00
cpd11640_e0-5.232128e+003.849242e+001.382886e+00
cps_bt_e00.000000e+000.000000e+002.699868e-04
lps_bt_e00.000000e+000.000000e+001.124945e-03
pe_cer1_bt_e00.000000e+000.000000e+002.699868e-04
sphmyln_bt_e00.000000e+000.000000e+002.699868e-04
zzEnvironment0.000000e+001.361104e+003.459289e+00
zzSpecies11.123765e+010.000000e+006.575087e+00
zzSpecies29.745029e+003.731855e+000.000000e+00
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" + ], + "text/plain": [ + " Environment Species1 Species2\n", + "Metabolite/Donor ID \n", + "12ethd_e0 -1.092845e-03 0.000000e+00 1.092845e-03\n", + "cpd00001_e0 -1.863661e+00 -2.493930e+00 4.357591e+00\n", + "cpd00009_e0 1.580877e-01 -5.579067e-02 -1.022970e-01\n", + "cpd00011_e0 -2.543270e+00 4.084081e+00 -1.540811e+00\n", + "cpd00013_e0 1.287135e+00 -2.069883e-01 -1.080147e+00\n", + "cpd00020_e0 0.000000e+00 -3.594795e+00 3.594795e+00\n", + "cpd00027_e0 3.328789e+00 -1.084631e+00 -2.244157e+00\n", + "cpd00028_e0 2.699868e-04 0.000000e+00 -2.699868e-04\n", + "cpd00029_e0 -3.210435e+00 3.666795e+00 -4.563595e-01\n", + "cpd00030_e0 3.099527e-04 -3.996591e-05 -2.699868e-04\n", + "cpd00033_e0 0.000000e+00 4.393474e-03 -4.393474e-03\n", + "cpd00034_e0 2.897094e-04 -1.972268e-05 -2.699868e-04\n", + "cpd00036_e0 -1.262614e+00 3.845079e-02 1.224163e+00\n", + "cpd00041_e0 0.000000e+00 -3.280769e-01 3.280769e-01\n", + "cpd00047_e0 -2.429881e-03 0.000000e+00 2.429881e-03\n", + "cpd00048_e0 2.509003e-04 -2.509003e-04 0.000000e+00\n", + "cpd00051_e0 0.000000e+00 1.667348e-02 -1.667348e-02\n", + "cpd00053_e0 0.000000e+00 -6.634485e-02 6.634485e-02\n", + "cpd00058_e0 4.100699e-05 -4.100699e-05 0.000000e+00\n", + "cpd00060_e0 0.000000e+00 -8.901755e-03 8.901755e-03\n", + "cpd00063_e0 5.710324e-04 -3.010457e-04 -2.699868e-04\n", + "cpd00065_e0 0.000000e+00 -3.287673e-03 3.287673e-03\n", + "cpd00066_e0 0.000000e+00 1.044319e-02 -1.044319e-02\n", + "cpd00067_e0 -6.866776e+00 1.596251e+00 5.270526e+00\n", + "cpd00069_e0 0.000000e+00 8.047607e-03 -8.047607e-03\n", + "cpd00084_e0 0.000000e+00 -5.398926e-03 5.398926e-03\n", + "cpd00098_e0 2.699868e-04 0.000000e+00 -2.699868e-04\n", + "cpd00099_e0 3.010457e-04 -3.010457e-04 0.000000e+00\n", + "cpd00104_e0 0.000000e+00 -1.156756e-07 1.156756e-07\n", + "cpd00106_e0 0.000000e+00 -4.299313e-17 0.000000e+00\n", + "cpd00107_e0 0.000000e+00 -2.605771e-02 2.605771e-02\n", + "cpd00116_e0 -2.701024e-04 0.000000e+00 2.701024e-04\n", + "cpd00117_e0 0.000000e+00 0.000000e+00 -2.168404e-19\n", + "cpd00118_e0 0.000000e+00 2.699868e-04 -2.699868e-04\n", + "cpd00119_e0 0.000000e+00 5.357109e-03 -5.357109e-03\n", + "cpd00129_e0 0.000000e+00 -1.278533e-02 1.278533e-02\n", + "cpd00132_e0 0.000000e+00 -1.394209e-02 1.394209e-02\n", + "cpd00149_e0 2.714327e-04 -1.445945e-06 -2.699868e-04\n", + "cpd00161_e0 0.000000e+00 -4.711466e-03 4.711466e-03\n", + "cpd00182_e0 0.000000e+00 1.564975e-03 -1.564975e-03\n", + "cpd00205_e0 1.155952e-02 -1.128953e-02 -2.699868e-04\n", + "cpd00221_e0 0.000000e+00 1.649805e+00 -1.649805e+00\n", + "cpd00239_e0 2.944753e-02 0.000000e+00 -2.944753e-02\n", + "cpd00244_e0 1.868160e-05 -1.868160e-05 0.000000e+00\n", + "cpd00249_e0 0.000000e+00 1.915356e-02 -1.915356e-02\n", + "cpd00254_e0 7.717295e-04 -5.017428e-04 -2.699868e-04\n", + "cpd00305_e0 0.000000e+00 -1.289783e-05 1.289783e-05\n", + "cpd00322_e0 0.000000e+00 -1.680355e-02 1.680355e-02\n", + "cpd00363_e0 0.000000e+00 1.897715e-02 -1.897715e-02\n", + "cpd00635_e0 2.699868e-04 0.000000e+00 -2.699868e-04\n", + "cpd00644_e0 0.000000e+00 -3.898266e-05 3.898266e-05\n", + "cpd00971_e0 2.699868e-04 0.000000e+00 -2.699868e-04\n", + "cpd03586_e0 0.000000e+00 1.125292e-03 0.000000e+00\n", + "cpd10515_e0 7.473220e-04 -4.773352e-04 -2.699868e-04\n", + "cpd10516_e0 7.215842e-04 -4.515974e-04 -2.699868e-04\n", + "cpd11574_e0 4.048645e-07 -4.048645e-07 0.000000e+00\n", + "cpd11640_e0 -5.232128e+00 3.849242e+00 1.382886e+00\n", + "cps_bt_e0 0.000000e+00 0.000000e+00 2.699868e-04\n", + "lps_bt_e0 0.000000e+00 0.000000e+00 1.124945e-03\n", + "pe_cer1_bt_e0 0.000000e+00 0.000000e+00 2.699868e-04\n", + "sphmyln_bt_e0 0.000000e+00 0.000000e+00 2.699868e-04\n", + "zzEnvironment 0.000000e+00 1.361104e+00 3.459289e+00\n", + "zzSpecies1 1.123765e+01 0.000000e+00 6.575087e+00\n", + "zzSpecies2 9.745029e+00 3.731855e+00 0.000000e+00" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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EnvironmentSpecies1Species2
Donor ID
EnvironmentD-Glucose; NH3Phosphate; D-Glucose; NH3
Species1H2; Acetate; CO2; H+L-Aspartate; Pyruvate
Species2H2; Succinate; H2O; H+D-Lactate; Acetate
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" + ], + "text/plain": [ + " Environment Species1 \\\n", + "Donor ID \n", + "Environment D-Glucose; NH3 \n", + "Species1 H2; Acetate; CO2; H+ \n", + "Species2 H2; Succinate; H2O; H+ D-Lactate; Acetate \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment Phosphate; D-Glucose; NH3 \n", + "Species1 L-Aspartate; Pyruvate \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Carbon uptake limit: 30\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\core\\metabolite.py:129: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", + " warn(f\"invalid character '*' found in formula '{self.formula}'\")\n" + ] + }, + { + "data": { + "image/png": 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Metabolite/Donor ID
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cpd00027_e04.993183e+00-1.626947e+00-3.366236e+00
cpd00028_e04.049801e-040.000000e+00-4.049801e-04
cpd00029_e0-4.815653e+005.500192e+00-6.845393e-01
cpd00030_e04.649290e-04-5.994886e-05-4.049801e-04
cpd00033_e00.000000e+006.590210e-03-6.590210e-03
cpd00034_e04.345642e-04-2.958403e-05-4.049801e-04
cpd00036_e0-1.893921e+005.767618e-021.836245e+00
cpd00041_e00.000000e+00-4.921153e-014.921153e-01
cpd00047_e0-3.644821e-030.000000e+003.644821e-03
cpd00048_e03.763504e-04-3.763504e-040.000000e+00
cpd00051_e00.000000e+002.501021e-02-2.501021e-02
cpd00053_e00.000000e+00-9.951728e-029.951728e-02
cpd00058_e06.151048e-05-6.151048e-050.000000e+00
cpd00060_e00.000000e+00-1.335263e-021.335263e-02
cpd00063_e08.565486e-04-4.515685e-04-4.049801e-04
cpd00065_e00.000000e+00-4.931509e-034.931509e-03
cpd00066_e00.000000e+001.566478e-02-1.566478e-02
cpd00067_e0-1.030016e+012.394376e+007.905788e+00
cpd00069_e00.000000e+001.207141e-02-1.207141e-02
cpd00084_e00.000000e+00-8.098388e-038.098388e-03
cpd00098_e04.049801e-040.000000e+00-4.049801e-04
cpd00099_e04.515685e-04-4.515685e-040.000000e+00
cpd00104_e00.000000e+00-1.735133e-071.735133e-07
cpd00106_e00.000000e+00-7.969767e-160.000000e+00
cpd00107_e00.000000e+00-3.908657e-023.908657e-02
cpd00116_e0-4.051537e-040.000000e+004.051537e-04
cpd00117_e00.000000e+000.000000e+002.168404e-19
cpd00118_e00.000000e+004.049801e-04-4.049801e-04
cpd00119_e00.000000e+008.035663e-03-8.035663e-03
cpd00129_e00.000000e+00-1.917800e-021.917800e-02
cpd00132_e00.000000e+00-2.091313e-022.091313e-02
cpd00149_e04.071491e-04-2.168917e-06-4.049801e-04
cpd00161_e00.000000e+00-7.067198e-037.067198e-03
cpd00182_e00.000000e+002.347462e-03-2.347462e-03
cpd00205_e01.733928e-02-1.693430e-02-4.049801e-04
cpd00221_e00.000000e+002.474707e+00-2.474707e+00
cpd00239_e04.417129e-020.000000e+00-4.417129e-02
cpd00244_e02.802240e-05-2.802240e-050.000000e+00
cpd00249_e00.000000e+002.873034e-02-2.873034e-02
cpd00254_e01.157594e-03-7.526141e-04-4.049801e-04
cpd00305_e00.000000e+00-1.934674e-051.934674e-05
cpd00322_e00.000000e+00-2.520533e-022.520533e-02
cpd00363_e00.000000e+002.846573e-02-2.846573e-02
cpd00635_e04.049801e-040.000000e+00-4.049801e-04
cpd00644_e00.000000e+00-5.847400e-055.847400e-05
cpd00971_e04.049801e-040.000000e+00-4.049801e-04
cpd03586_e00.000000e+001.687938e-030.000000e+00
cpd10515_e01.120983e-03-7.160028e-04-4.049801e-04
cpd10516_e01.082376e-03-6.773961e-04-4.049801e-04
cpd11574_e06.072967e-07-6.072967e-070.000000e+00
cpd11640_e0-7.848192e+005.773863e+002.074329e+00
cps_bt_e00.000000e+000.000000e+004.049801e-04
lps_bt_e00.000000e+000.000000e+001.687417e-03
pe_cer1_bt_e00.000000e+000.000000e+004.049801e-04
sphmyln_bt_e00.000000e+000.000000e+004.049801e-04
zzEnvironment0.000000e+002.041657e+005.188933e+00
zzSpecies11.685647e+010.000000e+009.862631e+00
zzSpecies21.461754e+015.597783e+000.000000e+00
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" + ], + "text/plain": [ + " Environment Species1 Species2\n", + "Metabolite/Donor ID \n", + "12ethd_e0 -1.639267e-03 0.000000e+00 1.639267e-03\n", + "cpd00001_e0 -2.795492e+00 -3.740895e+00 6.536387e+00\n", + "cpd00009_e0 2.371315e-01 -8.368601e-02 -1.534455e-01\n", + "cpd00011_e0 -3.814905e+00 6.126121e+00 -2.311216e+00\n", + "cpd00013_e0 1.930703e+00 -3.104825e-01 -1.620220e+00\n", + "cpd00020_e0 0.000000e+00 -5.392192e+00 5.392192e+00\n", + "cpd00027_e0 4.993183e+00 -1.626947e+00 -3.366236e+00\n", + "cpd00028_e0 4.049801e-04 0.000000e+00 -4.049801e-04\n", + "cpd00029_e0 -4.815653e+00 5.500192e+00 -6.845393e-01\n", + "cpd00030_e0 4.649290e-04 -5.994886e-05 -4.049801e-04\n", + "cpd00033_e0 0.000000e+00 6.590210e-03 -6.590210e-03\n", + "cpd00034_e0 4.345642e-04 -2.958403e-05 -4.049801e-04\n", + "cpd00036_e0 -1.893921e+00 5.767618e-02 1.836245e+00\n", + "cpd00041_e0 0.000000e+00 -4.921153e-01 4.921153e-01\n", + "cpd00047_e0 -3.644821e-03 0.000000e+00 3.644821e-03\n", + "cpd00048_e0 3.763504e-04 -3.763504e-04 0.000000e+00\n", + "cpd00051_e0 0.000000e+00 2.501021e-02 -2.501021e-02\n", + "cpd00053_e0 0.000000e+00 -9.951728e-02 9.951728e-02\n", + "cpd00058_e0 6.151048e-05 -6.151048e-05 0.000000e+00\n", + "cpd00060_e0 0.000000e+00 -1.335263e-02 1.335263e-02\n", + "cpd00063_e0 8.565486e-04 -4.515685e-04 -4.049801e-04\n", + "cpd00065_e0 0.000000e+00 -4.931509e-03 4.931509e-03\n", + "cpd00066_e0 0.000000e+00 1.566478e-02 -1.566478e-02\n", + "cpd00067_e0 -1.030016e+01 2.394376e+00 7.905788e+00\n", + "cpd00069_e0 0.000000e+00 1.207141e-02 -1.207141e-02\n", + "cpd00084_e0 0.000000e+00 -8.098388e-03 8.098388e-03\n", + "cpd00098_e0 4.049801e-04 0.000000e+00 -4.049801e-04\n", + "cpd00099_e0 4.515685e-04 -4.515685e-04 0.000000e+00\n", + "cpd00104_e0 0.000000e+00 -1.735133e-07 1.735133e-07\n", + "cpd00106_e0 0.000000e+00 -7.969767e-16 0.000000e+00\n", + "cpd00107_e0 0.000000e+00 -3.908657e-02 3.908657e-02\n", + "cpd00116_e0 -4.051537e-04 0.000000e+00 4.051537e-04\n", + "cpd00117_e0 0.000000e+00 0.000000e+00 2.168404e-19\n", + "cpd00118_e0 0.000000e+00 4.049801e-04 -4.049801e-04\n", + "cpd00119_e0 0.000000e+00 8.035663e-03 -8.035663e-03\n", + "cpd00129_e0 0.000000e+00 -1.917800e-02 1.917800e-02\n", + "cpd00132_e0 0.000000e+00 -2.091313e-02 2.091313e-02\n", + "cpd00149_e0 4.071491e-04 -2.168917e-06 -4.049801e-04\n", + "cpd00161_e0 0.000000e+00 -7.067198e-03 7.067198e-03\n", + "cpd00182_e0 0.000000e+00 2.347462e-03 -2.347462e-03\n", + "cpd00205_e0 1.733928e-02 -1.693430e-02 -4.049801e-04\n", + "cpd00221_e0 0.000000e+00 2.474707e+00 -2.474707e+00\n", + "cpd00239_e0 4.417129e-02 0.000000e+00 -4.417129e-02\n", + "cpd00244_e0 2.802240e-05 -2.802240e-05 0.000000e+00\n", + "cpd00249_e0 0.000000e+00 2.873034e-02 -2.873034e-02\n", + "cpd00254_e0 1.157594e-03 -7.526141e-04 -4.049801e-04\n", + "cpd00305_e0 0.000000e+00 -1.934674e-05 1.934674e-05\n", + "cpd00322_e0 0.000000e+00 -2.520533e-02 2.520533e-02\n", + "cpd00363_e0 0.000000e+00 2.846573e-02 -2.846573e-02\n", + "cpd00635_e0 4.049801e-04 0.000000e+00 -4.049801e-04\n", + "cpd00644_e0 0.000000e+00 -5.847400e-05 5.847400e-05\n", + "cpd00971_e0 4.049801e-04 0.000000e+00 -4.049801e-04\n", + "cpd03586_e0 0.000000e+00 1.687938e-03 0.000000e+00\n", + "cpd10515_e0 1.120983e-03 -7.160028e-04 -4.049801e-04\n", + "cpd10516_e0 1.082376e-03 -6.773961e-04 -4.049801e-04\n", + "cpd11574_e0 6.072967e-07 -6.072967e-07 0.000000e+00\n", + "cpd11640_e0 -7.848192e+00 5.773863e+00 2.074329e+00\n", + "cps_bt_e0 0.000000e+00 0.000000e+00 4.049801e-04\n", + "lps_bt_e0 0.000000e+00 0.000000e+00 1.687417e-03\n", + "pe_cer1_bt_e0 0.000000e+00 0.000000e+00 4.049801e-04\n", + "sphmyln_bt_e0 0.000000e+00 0.000000e+00 4.049801e-04\n", + "zzEnvironment 0.000000e+00 2.041657e+00 5.188933e+00\n", + "zzSpecies1 1.685647e+01 0.000000e+00 9.862631e+00\n", + "zzSpecies2 1.461754e+01 5.597783e+00 0.000000e+00" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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EnvironmentSpecies1Species2
Donor ID
EnvironmentD-Glucose; NH3Phosphate; D-Glucose; NH3
Species1H2; Acetate; CO2; H+L-Aspartate; Pyruvate
Species2H2; Succinate; H2O; H+D-Lactate; Acetate
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" + ], + "text/plain": [ + " Environment Species1 \\\n", + "Donor ID \n", + "Environment D-Glucose; NH3 \n", + "Species1 H2; Acetate; CO2; H+ \n", + "Species2 H2; Succinate; H2O; H+ D-Lactate; Acetate \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment Phosphate; D-Glucose; NH3 \n", + "Species1 L-Aspartate; Pyruvate \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Carbon uptake limit: 40\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\core\\metabolite.py:129: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", + " warn(f\"invalid character '*' found in formula '{self.formula}'\")\n" + ] + }, + { + "data": { + "image/png": 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Metabolite/Donor ID
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cpd00028_e04.055331e-040.000000e+00-4.055331e-04
cpd00029_e0-4.822227e+005.507701e+00-6.854739e-01
cpd00030_e04.655638e-04-6.003071e-05-4.055331e-04
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cpd00034_e04.351575e-04-2.962442e-05-4.055331e-04
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cpd00058_e06.159446e-05-6.159446e-050.000000e+00
cpd00060_e00.000000e+00-1.337086e-021.337086e-02
cpd00063_e08.577181e-04-4.521850e-04-4.055331e-04
cpd00065_e00.000000e+00-4.938242e-034.938242e-03
cpd00066_e00.000000e+001.568617e-02-1.568617e-02
cpd00067_e0-1.031423e+012.397645e+007.916582e+00
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cpd00099_e04.521850e-04-4.521850e-040.000000e+00
cpd00104_e00.000000e+00-1.737502e-071.737502e-07
cpd00107_e00.000000e+00-3.913993e-023.913993e-02
cpd00116_e0-4.057068e-040.000000e+004.057068e-04
cpd00117_e00.000000e+000.000000e+00-2.168404e-19
cpd00118_e00.000000e+004.055331e-04-4.055331e-04
cpd00119_e00.000000e+008.046634e-03-8.046634e-03
cpd00129_e00.000000e+00-1.920418e-021.920418e-02
cpd00132_e00.000000e+00-2.094168e-022.094168e-02
cpd00149_e04.077049e-04-2.171878e-06-4.055331e-04
cpd00161_e00.000000e+00-7.076847e-037.076847e-03
cpd00182_e00.000000e+002.350667e-03-2.350667e-03
cpd00205_e01.736295e-02-1.695742e-02-4.055331e-04
cpd00214_e00.000000e+00-4.930381e-320.000000e+00
cpd00221_e00.000000e+002.478086e+00-2.478086e+00
cpd00239_e04.423160e-020.000000e+00-4.423160e-02
cpd00244_e02.806066e-05-2.806066e-050.000000e+00
cpd00249_e00.000000e+002.876956e-02-2.876956e-02
cpd00254_e01.159175e-03-7.536417e-04-4.055331e-04
cpd00305_e00.000000e+00-1.937315e-051.937315e-05
cpd00322_e00.000000e+00-2.523974e-022.523974e-02
cpd00363_e00.000000e+002.850460e-02-2.850460e-02
cpd00635_e04.055331e-040.000000e+00-4.055331e-04
cpd00644_e00.000000e+00-5.855383e-055.855383e-05
cpd00971_e04.055331e-045.421011e-20-4.055331e-04
cpd03586_e00.000000e+001.690242e-030.000000e+00
cpd10515_e01.122513e-03-7.169804e-04-4.055331e-04
cpd10516_e01.083854e-03-6.783209e-04-4.055331e-04
cpd11574_e06.081258e-07-6.081258e-070.000000e+00
cpd11640_e0-7.858907e+005.781746e+002.077161e+00
cpd15432_e0-4.930381e-324.930381e-320.000000e+00
cps_bt_e00.000000e+000.000000e+004.055331e-04
lps_bt_e00.000000e+000.000000e+001.689721e-03
pe_cer1_bt_e00.000000e+000.000000e+004.055331e-04
sphmyln_bt_e00.000000e+000.000000e+004.055331e-04
zzEnvironment0.000000e+002.044444e+005.196018e+00
zzSpecies11.687949e+010.000000e+009.876096e+00
zzSpecies21.463750e+015.605426e+000.000000e+00
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EnvironmentSpecies1Species2
Donor ID
EnvironmentD-Glucose; NH3Phosphate; D-Glucose; NH3
Species1H2; Acetate; CO2; H+L-Aspartate; Pyruvate
Species2H2; Succinate; H2O; H+D-Lactate; Acetate
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" + ], + "text/plain": [ + " Environment Species1 \\\n", + "Donor ID \n", + "Environment D-Glucose; NH3 \n", + "Species1 H2; Acetate; CO2; H+ \n", + "Species2 H2; Succinate; H2O; H+ D-Lactate; Acetate \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment Phosphate; D-Glucose; NH3 \n", + "Species1 L-Aspartate; Pyruvate \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Carbon uptake limit: 50\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\core\\metabolite.py:129: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", + " warn(f\"invalid character '*' found in formula '{self.formula}'\")\n" + ] + }, + { + "data": { + "image/png": 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Metabolite/Donor ID
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cpd00028_e04.055331e-040.000000e+00-4.055331e-04
cpd00029_e0-4.822227e+005.507701e+00-6.854739e-01
cpd00030_e04.655638e-04-6.003071e-05-4.055331e-04
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cpd00034_e04.351575e-04-2.962442e-05-4.055331e-04
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cpd00058_e06.159446e-05-6.159446e-050.000000e+00
cpd00060_e00.000000e+00-1.337086e-021.337086e-02
cpd00063_e08.577181e-04-4.521850e-04-4.055331e-04
cpd00065_e00.000000e+00-4.938242e-034.938242e-03
cpd00066_e00.000000e+001.568617e-02-1.568617e-02
cpd00067_e0-1.031423e+012.397645e+007.916582e+00
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cpd00099_e04.521850e-04-4.521850e-040.000000e+00
cpd00104_e00.000000e+00-1.737502e-071.737502e-07
cpd00107_e00.000000e+00-3.913993e-023.913993e-02
cpd00116_e0-4.057068e-040.000000e+004.057068e-04
cpd00117_e00.000000e+000.000000e+00-2.168404e-19
cpd00118_e00.000000e+004.055331e-04-4.055331e-04
cpd00119_e00.000000e+008.046634e-03-8.046634e-03
cpd00129_e00.000000e+00-1.920418e-021.920418e-02
cpd00132_e00.000000e+00-2.094168e-022.094168e-02
cpd00149_e04.077049e-04-2.171878e-06-4.055331e-04
cpd00161_e00.000000e+00-7.076847e-037.076847e-03
cpd00182_e00.000000e+002.350667e-03-2.350667e-03
cpd00205_e01.736295e-02-1.695742e-02-4.055331e-04
cpd00214_e00.000000e+00-4.930381e-320.000000e+00
cpd00221_e00.000000e+002.478086e+00-2.478086e+00
cpd00239_e04.423160e-020.000000e+00-4.423160e-02
cpd00244_e02.806066e-05-2.806066e-050.000000e+00
cpd00249_e00.000000e+002.876956e-02-2.876956e-02
cpd00254_e01.159175e-03-7.536417e-04-4.055331e-04
cpd00305_e00.000000e+00-1.937315e-051.937315e-05
cpd00322_e00.000000e+00-2.523974e-022.523974e-02
cpd00363_e00.000000e+002.850460e-02-2.850460e-02
cpd00635_e04.055331e-040.000000e+00-4.055331e-04
cpd00644_e00.000000e+00-5.855383e-055.855383e-05
cpd00971_e04.055331e-045.421011e-20-4.055331e-04
cpd03586_e00.000000e+001.690242e-030.000000e+00
cpd10515_e01.122513e-03-7.169804e-04-4.055331e-04
cpd10516_e01.083854e-03-6.783209e-04-4.055331e-04
cpd11574_e06.081258e-07-6.081258e-070.000000e+00
cpd11640_e0-7.858907e+005.781746e+002.077161e+00
cpd15432_e0-4.930381e-324.930381e-320.000000e+00
cps_bt_e00.000000e+000.000000e+004.055331e-04
lps_bt_e00.000000e+000.000000e+001.689721e-03
pe_cer1_bt_e00.000000e+000.000000e+004.055331e-04
sphmyln_bt_e00.000000e+000.000000e+004.055331e-04
zzEnvironment0.000000e+002.044444e+005.196018e+00
zzSpecies11.687949e+010.000000e+009.876096e+00
zzSpecies21.463750e+015.605426e+000.000000e+00
\n", + "
" + ], + "text/plain": [ + " Environment Species1 Species2\n", + "Metabolite/Donor ID \n", + "12ethd_e0 -1.641505e-03 0.000000e+00 1.641505e-03\n", + "cpd00001_e0 -2.799308e+00 -3.746002e+00 6.545311e+00\n", + "cpd00009_e0 2.374552e-01 -8.380026e-02 -1.536550e-01\n", + "cpd00011_e0 -3.820114e+00 6.134485e+00 -2.314372e+00\n", + "cpd00013_e0 1.933339e+00 -3.109064e-01 -1.622432e+00\n", + "cpd00020_e0 0.000000e+00 -5.399554e+00 5.399554e+00\n", + "cpd00027_e0 5.000000e+00 -1.629168e+00 -3.370832e+00\n", + "cpd00028_e0 4.055331e-04 0.000000e+00 -4.055331e-04\n", + "cpd00029_e0 -4.822227e+00 5.507701e+00 -6.854739e-01\n", + "cpd00030_e0 4.655638e-04 -6.003071e-05 -4.055331e-04\n", + "cpd00033_e0 0.000000e+00 6.599208e-03 -6.599208e-03\n", + "cpd00034_e0 4.351575e-04 -2.962442e-05 -4.055331e-04\n", + "cpd00036_e0 -1.896507e+00 5.775493e-02 1.838752e+00\n", + "cpd00041_e0 0.000000e+00 -4.927872e-01 4.927872e-01\n", + "cpd00047_e0 -3.649798e-03 0.000000e+00 3.649798e-03\n", + "cpd00048_e0 3.768643e-04 -3.768643e-04 0.000000e+00\n", + "cpd00051_e0 0.000000e+00 2.504436e-02 -2.504436e-02\n", + "cpd00053_e0 0.000000e+00 -9.965315e-02 9.965315e-02\n", + "cpd00058_e0 6.159446e-05 -6.159446e-05 0.000000e+00\n", + "cpd00060_e0 0.000000e+00 -1.337086e-02 1.337086e-02\n", + "cpd00063_e0 8.577181e-04 -4.521850e-04 -4.055331e-04\n", + "cpd00065_e0 0.000000e+00 -4.938242e-03 4.938242e-03\n", + "cpd00066_e0 0.000000e+00 1.568617e-02 -1.568617e-02\n", + "cpd00067_e0 -1.031423e+01 2.397645e+00 7.916582e+00\n", + "cpd00069_e0 0.000000e+00 1.208789e-02 -1.208789e-02\n", + "cpd00084_e0 0.000000e+00 -8.109445e-03 8.109445e-03\n", + "cpd00098_e0 4.055331e-04 0.000000e+00 -4.055331e-04\n", + "cpd00099_e0 4.521850e-04 -4.521850e-04 0.000000e+00\n", + "cpd00104_e0 0.000000e+00 -1.737502e-07 1.737502e-07\n", + "cpd00107_e0 0.000000e+00 -3.913993e-02 3.913993e-02\n", + "cpd00116_e0 -4.057068e-04 0.000000e+00 4.057068e-04\n", + "cpd00117_e0 0.000000e+00 0.000000e+00 -2.168404e-19\n", + "cpd00118_e0 0.000000e+00 4.055331e-04 -4.055331e-04\n", + "cpd00119_e0 0.000000e+00 8.046634e-03 -8.046634e-03\n", + "cpd00129_e0 0.000000e+00 -1.920418e-02 1.920418e-02\n", + "cpd00132_e0 0.000000e+00 -2.094168e-02 2.094168e-02\n", + "cpd00149_e0 4.077049e-04 -2.171878e-06 -4.055331e-04\n", + "cpd00161_e0 0.000000e+00 -7.076847e-03 7.076847e-03\n", + "cpd00182_e0 0.000000e+00 2.350667e-03 -2.350667e-03\n", + "cpd00205_e0 1.736295e-02 -1.695742e-02 -4.055331e-04\n", + "cpd00214_e0 0.000000e+00 -4.930381e-32 0.000000e+00\n", + "cpd00221_e0 0.000000e+00 2.478086e+00 -2.478086e+00\n", + "cpd00239_e0 4.423160e-02 0.000000e+00 -4.423160e-02\n", + "cpd00244_e0 2.806066e-05 -2.806066e-05 0.000000e+00\n", + "cpd00249_e0 0.000000e+00 2.876956e-02 -2.876956e-02\n", + "cpd00254_e0 1.159175e-03 -7.536417e-04 -4.055331e-04\n", + "cpd00305_e0 0.000000e+00 -1.937315e-05 1.937315e-05\n", + "cpd00322_e0 0.000000e+00 -2.523974e-02 2.523974e-02\n", + "cpd00363_e0 0.000000e+00 2.850460e-02 -2.850460e-02\n", + "cpd00635_e0 4.055331e-04 0.000000e+00 -4.055331e-04\n", + "cpd00644_e0 0.000000e+00 -5.855383e-05 5.855383e-05\n", + "cpd00971_e0 4.055331e-04 5.421011e-20 -4.055331e-04\n", + "cpd03586_e0 0.000000e+00 1.690242e-03 0.000000e+00\n", + "cpd10515_e0 1.122513e-03 -7.169804e-04 -4.055331e-04\n", + "cpd10516_e0 1.083854e-03 -6.783209e-04 -4.055331e-04\n", + "cpd11574_e0 6.081258e-07 -6.081258e-07 0.000000e+00\n", + "cpd11640_e0 -7.858907e+00 5.781746e+00 2.077161e+00\n", + "cpd15432_e0 -4.930381e-32 4.930381e-32 0.000000e+00\n", + "cps_bt_e0 0.000000e+00 0.000000e+00 4.055331e-04\n", + "lps_bt_e0 0.000000e+00 0.000000e+00 1.689721e-03\n", + "pe_cer1_bt_e0 0.000000e+00 0.000000e+00 4.055331e-04\n", + "sphmyln_bt_e0 0.000000e+00 0.000000e+00 4.055331e-04\n", + "zzEnvironment 0.000000e+00 2.044444e+00 5.196018e+00\n", + "zzSpecies1 1.687949e+01 0.000000e+00 9.876096e+00\n", + "zzSpecies2 1.463750e+01 5.605426e+00 0.000000e+00" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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EnvironmentSpecies1Species2
Donor ID
EnvironmentD-Glucose; NH3Phosphate; D-Glucose; NH3
Species1H2; Acetate; CO2; H+L-Aspartate; Pyruvate
Species2H2; Succinate; H2O; H+D-Lactate; Acetate
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" + ], + "text/plain": [ + " Environment Species1 \\\n", + "Donor ID \n", + "Environment D-Glucose; NH3 \n", + "Species1 H2; Acetate; CO2; H+ \n", + "Species2 H2; Succinate; H2O; H+ D-Lactate; Acetate \n", + "\n", + " Species2 \n", + "Donor ID \n", + "Environment Phosphate; D-Glucose; NH3 \n", + "Species1 L-Aspartate; Pyruvate \n", + "Species2 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", + "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", + "\n", + "org_model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "uptake = {}\n", + "\n", + "# evaluate the influence of kinetic constraints over a range of coefficients\n", + "plots = []\n", + "for carbon_limit in range(0,60,10):\n", + " uptake['C'] = carbon_limit\n", + " banner = '\\n{}\\nCarbon uptake limit: {}'.format('='*50, carbon_limit)\n", + " print(banner)\n", + " \n", + " model = org_model.copy()\n", + " cfba = MSCommunity(model)\n", + " cfba.gapfill(media)\n", + " cfba.constrain(uptake)\n", + " cfba.run(media)\n", + " cross_feeding, exMets = cfba.compute_interactions(threshold=.1, filename=f\"CUptake_{carbon_limit}.svg\")\n", + " display(cross_feeding)\n", + " display(exMets)" + ] + }, + { + "cell_type": "markdown", + "id": "020d6c1a", + "metadata": {}, + "source": [ + "### variable elemental uptakes" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "0d176b3e", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "C uptake limit: 60\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "species 1 drain-flux objective value: 0.17439698835991793\n", + "species 2 drain-flux objective value: 0.16925387417839624\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", + " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", + "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", + " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Model objective value: 0.17375024029002173\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2\n", + "Donor \n", + "1 0.000000 18.264719\n", + "2 426.862401 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2\n", + "Receiver \n", + "1 0.000000 426.862401\n", + "2 18.264719 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "P uptake limit: 60\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "species 1 drain-flux objective value: 0.17439698835991793\n", + "species 2 drain-flux objective value: 0.16925387417839624\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", + " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", + "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", + " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Model objective value: 0.1737502402900212\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2\n", + "Donor \n", + "1 0.000000 18.264719\n", + "2 426.862401 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2\n", + "Receiver \n", + "1 0.000000 426.862401\n", + "2 18.264719 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", + "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "uptake = {}\n", + "\n", + "# evaluate the influence of kinetic constraints over a range of coefficients\n", + "plots = []\n", + "for element in ['C', 'P']:\n", + " uptake[element] = 60\n", + " banner = '\\n{}\\n{} uptake limit: {}'.format('='*50, element, uptake[element])\n", + " print(banner)\n", + " \n", + " model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + " media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + " cfba = MSCommunity(model)\n", + " cfba.drain_fluxes(media)\n", + " cfba.gapfill(media)\n", + " \n", + " cfba.constrain(media, element_uptake_limit = uptake)\n", + " solution = cfba.run()\n", + " cfba.compute_interactions(solution)\n", + " graph, pos, labels = cfba.visualize()\n", + " plots.append((graph, pos, labels, banner))" + ] + }, + { + "cell_type": "markdown", + "id": "a68ff41c", + "metadata": {}, + "source": [ + "# 3-member Electrosynth model" + ] + }, + { + "cell_type": "markdown", + "id": "b1b675c6", + "metadata": {}, + "source": [ + "### sans uptake constraints" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "7da34fc9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "Making biomass drain: cpd11416_c3\n", + "species 1 drain-flux objective value: 0.1339023910178982\n", + "species 2 drain-flux objective value: 0.11304811462925908\n", + "species 3 drain-flux objective value: 0.12709584977365426\n", + "\n", + "Model objective value: 0.12453728378574261\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2 3\n", + "Donor \n", + "1 0.000000 0.112128 0.382651\n", + "2 1.256793 0.000000 0.252692\n", + "3 1.554661 2.139689 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2 3\n", + "Receiver \n", + "1 0.000000 1.256793 1.554661\n", + "2 0.112128 0.000000 2.139689\n", + "3 0.382651 0.252692 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "(,\n", + " {1: array([1.00000000e+00, 1.98682151e-08]),\n", + " 2: array([-0.50000007, 0.86602542]),\n", + " 3: array([-0.49999993, -0.86602544])},\n", + " {(1, 2): '-1.14', (1, 3): '-1.17', (2, 3): '-1.89'})" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "modelInfo = [\"electro.community.edited.v2\",93204]\n", + "mediaInfo = [\"CO2_minimal\",93204]\n", + "model = kbase.get_from_ws(modelInfo[0],modelInfo[1])\n", + "media = kbase.get_from_ws(mediaInfo[0],mediaInfo[1])\n", + "\n", + "# simulate and visualize the model\n", + "cfba = MSCommunity(model)\n", + "cfba.drain_fluxes(media)\n", + "cfba.gapfill(media)\n", + "cfba.constrain(media)\n", + "solution = cfba.run()\n", + "cfba.compute_interactions(solution)\n", + "cfba.visualize()" + ] + }, + { + "cell_type": "markdown", + "id": "e6890945", + "metadata": {}, + "source": [ + "### variable carbon uptake" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "1684762b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Carbon uptake limit: 0\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "species 1 drain-flux objective value: 0.17439698835991793\n", + "species 2 drain-flux objective value: 0.16925387417839624\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", + " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", + "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", + " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Model objective value: 0.0\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2\n", + "Donor \n", + "1 0.0 0.0\n", + "2 0.0 0.0\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2\n", + "Receiver \n", + "1 0.0 0.0\n", + "2 0.0 0.0\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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h0WhQWVmJ4cOHix2bqMG4dMmsuLi4YPr06Thw4AAAoG/fvlAoFCgvL0dNTQ1SUlIQFxcHQRAglUpZuGRxWLpkVtq1a4cJEyagsLAQx48fBwAEBAQgLi4OOp0ON27cgLu7O7/WSxaLtxfI7AwfPhyFhYXYsmULevXqhby8PDg7O0Ov12P+/PlixyNqEpYuie7+/fto06YNunXrBgCwt7fHvHnz8PDhQ/zzn/9ERkYGIiIi8Pzzz4uclKjpeHuBRCMIAvbv3w+5XI7Dhw/jfz8zvnjxYkRERCAlJQVDhgwRKSVR8+LSJVHcuXMHixYtwr179xAVFQV//zo/Rw4HB4dWTkbUsrh0qVUZjUZERETAz88Po0aNQmpq6jMLl8gacelSq7l27RpUKhUMBgMuXLiA/v37ix2JqNVx6VKL0+v1+PDDDzFy5Ei89tprLFyyaVy61KIyMzOhVCrRtWtXpKSkoHfv3mJHIhIVly61CJ1Ohw0bNmDixIkIDQ1FTEwMC5cIXLrUAhISEqBUKjFgwABkZWXB1dVV7EhEZoOlS82mqqoK69evx9GjRxEeHo5Zs2aJHYnI7PD2AjWLmJgYSKVSVFRUQKPRsHCJnoFLl5qkrKwM7777LmJjY7F7925MmjRJ7EhEZo1Ll0x27NgxSKVSdOzYEWq1moVL1ABcutRoxcXFCA0NhUajweHDhzFq1CixIxFZDC5dajBBELBv3z7I5XJ4e3sjMzOThUvUSFy61CAFBQUICQlBSUkJTp8+jUGDBokdicgicelSvYxGI8LDw+Hv74+goCAkJyezcImagEuXniknJwcqlQoSiQQXL16Ej4+P2JGILB6XLj2ltrYWW7duRUBAAObNm4f4+HgWLlEz4dKlJ6SnpyM4OBjdu3dHWloaPDw8xI5EZFW4dAkAoNVqERYWhsmTJ2PVqlU4deoUC5eoBXDpEi5cuACVSgW5XA61Wg0XFxexIxFZLZauDausrERYWBgiIyMRHh6OV199VexIRFaPtxds1KlTpyCVSqHVaqHRaFi4RK2ES9fGPHjwAO+88w4uXLiAzz77DBMmTBA7EpFN4dK1EYIg4PDhw5BKpejatSvUajULl0gEXLo24N69e1i2bBmuXbuG48ePY/jw4WJHIrJZXLpWTBAEfP7551AoFJBKpcjIyGDhEomMS9dK3bx5EyEhISgvL8eZM2egUCjEjkRE4NK1OgaDAX//+98xZMgQTJw4EUlJSSxcIjPCpWtFrl69CqVSibZt2+LSpUvw9vYWOxIR/Q8uXStQU1ODzZs3Y/To0fjjH/+I2NhYFi6RmeLStXApKSlQKpVwc3NDeno63N3dxY5ERPXg0rVQjx49wpo1azB9+nSsXbsWUVFRLFwiC8DStUDnz5+HQqHAnTt3oFar8cYbb0AikYgdi4gagLcXLEhFRQXWrl2LkydPIiIiAjNmzBA7EhE1EpeuhYiKioJUKoXBYIBGo2HhElkoLl0zV1JSgpUrVyIpKQn79u3D2LFjxY5ERE3ApWumBEHAV199BZlMhu7duyM7O5uFS2QFuHTN0N27d7FkyRLk5+fjm2++wdChQ8WORETNhEvXjAiCgD179sDX1xd+fn5IT09n4RJZGS5dM5Gfn4+FCxeisrIS586dg0wmEzsSEbUALl2RGQwGfPzxxxg6dCimTZuGxMREFi6RFePSFZFGo0FwcDA6dOiApKQkeHl5iR2JiFoYl64Iampq8Oc//xlBQUFQqVQ4e/YsC5fIRnDptrLk5GQEBwejd+/eyMjIgJubm9iRiKgVsXRbyaNHj/D+++/j4MGD2LZtG+bOncvnJRDZIN5eaAWxsbGQyWQoLi6GWq3GvHnzWLhENopLtwWVl5djzZo1OHXqFHbt2oXp06eLHYmIRMal20JOnDgBqVQKOzs7aDQaFi4RAeDSbXY//vgjli9fjtTUVBw4cABjxowROxIRmREu3WYiCAIOHjwImUwGd3d3ZGdns3CJ6Clcus3ghx9+wJIlS3Dnzh18++23eOmll8SORERmiku3CYxGIz799FP4+flhyJAhSE1NZeESUb24dE1048YNqFQqVFdXIy4uDgMHDhQ7EhFZAC7dRtLr9fjb3/6G4cOHY+bMmUhISGDhElGDcek2QlZWFpRKJZycnJCcnIw+ffqIHYmILAyXbgNUV1fj/fffx/jx47FkyRJ8//33LFwiMgmX7u9ITEyEUqmEt7c3srKy0KNHD7EjEZEFY+k+Q1VVFTZu3IhDhw5h+/bteO211/i8BCJqMt5eqMP3338PmUyGsrIyaDQazJkzh4VLRM2CS/e//PTTT1i9ejXOnDmDTz/9FFOmTBE7EhFZGS7dX3399deQSqVwdHSEWq1m4RJRi7D5pXv//n28/fbbyMzMxJdffonAwECxIxGRFbPZpSsIAr744gvI5XL06dMHWVlZLFwianE2uXRv376NxYsXo6ioCNHR0Rg8eLDYkYjIRtjU0jUajYiIiMDgwYMREBCAlJQUFi4RtSqbWbrXrl2DSqWCwWDAhQsX0L9/f7EjEZENsvqlW1tbiw8//BAjR47EnDlzWLhEJCqrXroZGRlQKpXo1q0bUlNT4enpKXYkIrJxVrl0dTodNmzYgEmTJmH58uU4ffo0C5eIzILVLd2EhAQolUoMHDgQWVlZcHV1FTsSEdFjVlO6lZWVWL9+PY4dO4bw8HDMmjVL7EhERE+xitsLp0+fhkwmQ2VlJTQaDQuXiMyWRS/dsrIyrFq1CnFxcdi9ezcmTZokdiQionpZ7NI9duwYpFIpOnXqBLVazcIlIotgcUu3qKgIoaGhuHLlCg4fPoxRo0aJHYmIqMEsZukKgoC9e/dCoVDAx8cHmZmZLFwisjgWsXQLCgoQEhKC0tJSxMTEwNfXV+xIREQmMeulazAY8I9//AP+/v4YO3YsLl++zMIlIotmtks3JycHKpUKdnZ2SEhIQL9+/cSORETUZGa3dGtra7FlyxYEBARg/vz5OH/+PAuXiKyGWS3dtLQ0KJVKuLq6Ii0tDR4eHmJHIiJqVs1auqVV1TiaVojc4gpU6PTo7GgPn+6d8dpgNzzfsd0zz9Nqtdi0aRP27t2Ljz76CAsWLOBPnhORVWqW0s36oRwRcXk4f70EAFCtNz4+5mhfjG1nrmNMP2csHe0FhbvTE+fGx8dDpVLB19cX2dnZcHFxaY5IRERmqcmleyCpAFuic6HTGyAITx/X/VrAMVfvI/56KTZM9cGCYZ6oqKjAunXrEBkZiR07dmDmzJlNjUJEZPaa9D/SfincHGhr6y7c/yYIgLbWgC3ROQj7PAoymQw6nQ4ajYaFS0Q2w+Slm/VDObZE50Jb+59bCYK+Fg9idkJXkAmjrgr2Tt3x/0b/Ee37+j9+jbbWiK9yq/H+tj1QvTqxaemJiCyMyUs3Ii4POr3hib8JRgPsO3VD9/kfwv2dQ3AKfBMl3/wV+vL7T7xOYt8OqY+6mnppIiKLZVLpllZV4/z1kqduKdi1dYRTwBuwd3KBRGKH57yGwL6LC6qL8554nQAg9loJHlRVm5qbiMgimVS6R9MKG/Q6w88/obbsLto693rqmATA0fSGvQ8RkbUwqXRziyue+FhYXQSDHqUnPkJH2Tg4PO/+1HGd3ojcokpTLk9EZLFMKt0Knb7e44JgROm3HwNt7NF1wuJ63qfWlMsTEVksk0q3s+OzP/QgCAIeRP8Dhp/L4TxzPSRtnv3azo4OplyeiMhimVS6Pt07o5193aeWnY5A7YMf8MLsP8HO4dlf/XW0t4OPaydTLk9EZLFM+pzu7MFu2Hbm+lN/1z/8EVWZ3wFtHFAY/ubjv3edvAwdBwY98VoBwGw/N1MuT0RksUwq3W4d22G0tzO+z7n/xMfG7Lu8AI+wb3/3fIkECOrnXO9DcIiIrJHJX45YNsYLjvZtTDrX0b4Nlo7xMvXSREQWy+TSVbg7YcNUH7R3aNxbtHeww4apPpC7OZl6aSIii9Wkp4wtGOYJAPU+Zew3EskvC/e3p4wREdmiJj/accEwT8jdnLAzLg+x10ogwX8e5wj88ikFAb/cw106xosLl4hsWrM8xFzu5oRPF/jjQVU1jqYXIreoEhW6WnR2dICPayfM9qv/lyOIiGyFRKjnnoBEIikBcLv14hARWQUPQRCc6zpQb+kSEVHzMrufYCcismYsXSKiVsTSJSJqRSxdIqJWxNIlImpF/x+OEawJ566LOAAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Carbon uptake limit: 10\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "species 1 drain-flux objective value: 0.17439698835991793\n", + "species 2 drain-flux objective value: 0.16925387417839624\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", + " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", + "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", + " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Model objective value: 0.057837781150852884\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2\n", + "Donor \n", + "1 0.000000 6.079939\n", + "2 142.093468 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2\n", + "Receiver \n", + "1 0.000000 142.093468\n", + "2 6.079939 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Carbon uptake limit: 20\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "species 1 drain-flux objective value: 0.17439698835991793\n", + "species 2 drain-flux objective value: 0.16925387417839624\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", + " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", + "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", + " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Model objective value: 0.1156755623017053\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2\n", + "Donor \n", + "1 0.000000 12.159877\n", + "2 284.186935 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2\n", + "Receiver \n", + "1 0.000000 284.186935\n", + "2 12.159877 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Carbon uptake limit: 30\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "species 1 drain-flux objective value: 0.17439698835991793\n", + "species 2 drain-flux objective value: 0.16925387417839624\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", + " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", + "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", + " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Model objective value: 0.1735133434525585\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2\n", + "Donor \n", + "1 0.000000 18.239816\n", + "2 426.280403 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2\n", + "Receiver \n", + "1 0.000000 426.280403\n", + "2 18.239816 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Carbon uptake limit: 40\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "species 1 drain-flux objective value: 0.17439698835991793\n", + "species 2 drain-flux objective value: 0.16925387417839624\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", + " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", + "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", + " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Model objective value: 0.17375024029002173\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2\n", + "Donor \n", + "1 0.000000 18.264719\n", + "2 426.862401 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2\n", + "Receiver \n", + "1 0.000000 426.862401\n", + "2 18.264719 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "Carbon uptake limit: 50\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "species 1 drain-flux objective value: 0.17439698835991793\n", + "species 2 drain-flux objective value: 0.16925387417839624\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", + " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", + "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", + " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Model objective value: 0.17375024029002173\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2\n", + "Donor \n", + "1 0.000000 18.264719\n", + "2 426.862401 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2\n", + "Receiver \n", + "1 0.000000 426.862401\n", + "2 18.264719 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "modelInfo = [\"electro.community.edited.v2\",93204]\n", + "mediaInfo = [\"CO2_minimal\",93204]\n", + "model = kbase.get_from_ws(modelInfo[0],modelInfo[1])\n", + "media = kbase.get_from_ws(mediaInfo[0],mediaInfo[1])\n", + "uptake = {}\n", + "\n", + "# evaluate the influence of kinetic constraints over a range of coefficients\n", + "plots = []\n", + "for carbon_limit in range(0,60,10):\n", + " uptake['C'] = carbon_limit\n", + " banner = '\\n{}\\nCarbon uptake limit: {}'.format('='*50, carbon_limit)\n", + " print(banner)\n", + " \n", + " model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + " media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + " cfba = MSCommunity(model)\n", + " cfba.drain_fluxes(media)\n", + " cfba.gapfill(media)\n", + " \n", + " cfba.constrain(media, element_uptake_limit = uptake)\n", + " solution = cfba.run()\n", + " cfba.compute_interactions(solution)\n", + " graph, pos, labels = cfba.visualize()\n", + " plots.append((graph, pos, labels, banner))" + ] + }, + { + "cell_type": "markdown", + "id": "4dc4c218", + "metadata": {}, + "source": [ + "### variable elemental uptakes" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "06f2e129", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "C uptake limit: 60\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "species 1 drain-flux objective value: 0.17439698835991793\n", + "species 2 drain-flux objective value: 0.16925387417839624\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", + " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", + "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", + " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Model objective value: 0.17375024029002173\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2\n", + "Donor \n", + "1 0.000000 18.264719\n", + "2 426.862401 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2\n", + "Receiver \n", + "1 0.000000 426.862401\n", + "2 18.264719 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "==================================================\n", + "P uptake limit: 60\n", + "Making biomass drain: cpd11416_c1\n", + "Making biomass drain: cpd11416_c2\n", + "species 1 drain-flux objective value: 0.17439698835991793\n", + "species 2 drain-flux objective value: 0.16925387417839624\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula '*'\n", + " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n", + "/usr/local/lib/python3.8/dist-packages/cobra/core/metabolite.py:86: UserWarning: invalid character '*' found in formula 'C12H20O10*2'\n", + " warn(\"invalid character '*' found in formula '%s'\" % self.formula)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Model objective value: 0.1737502402900212\n", + "\n", + "\n", + "\n", + "Production matrix:\n", + " 1 2\n", + "Donor \n", + "1 0.000000 18.264719\n", + "2 426.862401 0.000000\n", + "\n", + "\n", + "Consumption matrix:\n", + " 1 2\n", + "Receiver \n", + "1 0.000000 426.862401\n", + "2 18.264719 0.000000\n", + "\n", + "\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "modelInfo = [\"electro.community.edited.v2\",93204]\n", + "mediaInfo = [\"CO2_minimal\",93204]\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "uptake = {}\n", + "\n", + "# evaluate the influence of kinetic constraints over a range of coefficients\n", + "plots = []\n", + "for element in ['C', 'P']:\n", + " uptake[element] = 60\n", + " banner = '\\n{}\\n{} uptake limit: {}'.format('='*50, element, uptake[element])\n", + " print(banner)\n", + " \n", + " model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + " media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + " cfba = MSCommunity(model)\n", + " cfba.drain_fluxes(media)\n", + " cfba.gapfill(media)\n", + " \n", + " cfba.constrain(media, element_uptake_limit = uptake)\n", + " solution = cfba.run()\n", + " cfba.compute_interactions(solution)\n", + " graph, pos, labels = cfba.visualize()\n", + " plots.append((graph, pos, labels, banner))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Community Modeling/MSCommunity/MyCommunityFBA.ipynb b/examples/Community Modeling/MSSteadyCom/MyCommunityFBA.ipynb similarity index 96% rename from examples/Community Modeling/MSCommunity/MyCommunityFBA.ipynb rename to examples/Community Modeling/MSSteadyCom/MyCommunityFBA.ipynb index 0307ccd5..24ff4f83 100644 --- a/examples/Community Modeling/MSCommunity/MyCommunityFBA.ipynb +++ b/examples/Community Modeling/MSSteadyCom/MyCommunityFBA.ipynb @@ -1,511 +1,511 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.7\n" - ] - } - ], - "source": [ - "# import cobra\n", - "from cobra import Model, Reaction, Metabolite\n", - "import pandas as pd\n", - "import cplex\n", - "import optlang\n", - "import math\n", - "import json\n", - "import sys\n", - "import cProfile\n", - "from optlang.symbolics import Zero, add\n", - "import cobra.util.solver as sutil\n", - "from cobra.flux_analysis.parsimonious import pfba\n", - "from IPython.core.display import HTML\n", - "import cobrakbase\n", - "#sys.path.append(\"/Users/chandhanavoleti/Documents/SULI/ModelSEEDpy/ModelSEEDpy\")\n", - "#import modelseedpy.fbapkg\n", - "from modelseedpy import ElementUptakePkg, SimpleThermoPkg, ReactionUsePkg, BilevelPkg, CommKineticPkg, KBaseMediaPkg" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", - "/Users/fliu/opt/anaconda3/lib/python3.7/site-packages/cobra/core/metabolite.py:86 \u001b[1;31mUserWarning\u001b[0m: invalid character '*' found in formula '*'\n", - "/Users/fliu/opt/anaconda3/lib/python3.7/site-packages/cobra/core/metabolite.py:86 \u001b[1;31mUserWarning\u001b[0m: invalid character '*' found in formula 'C12H20O10*2'\n" - ] - } - ], - "source": [ - "kbase_api = cobrakbase.KBaseAPI()\n", - "model = kbase_api.get_from_ws(\"CMM_iAH991V2_iML1515.kb\",40576)\n", - "model.solver = 'optlang-cplex'\n", - "\n", - "#Applying uptake limit to total carbon uptake by model\n", - "eup = ElementUptakePkg(model)\n", - "eup.build_package({\"C\":60})\n", - "#Applying constraints based on KBase media\n", - "media = kbase_api.get_from_ws(\"Btheta_Ecoli_minimal_media\",40576)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
NameCMM_iAH991V2_iML1515.kb
Memory address0x07fd2f182f210
Number of metabolites2944
Number of reactions4139
Number of groups0
Objective expression1.0*bio2 - 1.0*bio2_reverse_a4204
Compartmentsc0, c1, p1, e0, c2
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Reaction identifierEX_cpd00098_e0
NameExchange for Choline_e0
Memory address0x07fd2f3aeb590
Stoichiometry\n", - "

cpd00098_e0 <=>

\n", - "

Choline_e0 <=>

\n", - "
GPR
Lower bound-0.001
Upper bound100
\n", - " " - ], - "text/plain": [ - "" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model.reactions.EX_cpd00098_e0" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Warning:Community biomass reaction is being altered with input abundances\n" - ] - }, - { - "data": { - "text/html": [ - "

Objective

1.0 bio1 = 0.17375024029002153

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd00009_e0EX_cpd00009_e00.237500.00%
cpd00013_e0EX_cpd00013_e01.93300.00%
cpd00027_e0EX_cpd00027_e05699.86%
cpd00028_e0EX_cpd00028_e00.0004055340.05%
cpd00030_e0EX_cpd00030_e00.000465600.00%
cpd00034_e0EX_cpd00034_e00.000435200.00%
cpd00048_e0EX_cpd00048_e00.000376900.00%
cpd00058_e0EX_cpd00058_e06.159E-0500.00%
cpd00063_e0EX_cpd00063_e00.000857700.00%
cpd00098_e0EX_cpd00098_e00.000405550.01%
cpd00099_e0EX_cpd00099_e00.000452200.00%
cpd00149_e0EX_cpd00149_e00.000407700.00%
cpd00205_e0EX_cpd00205_e00.0173600.00%
cpd00239_e0EX_cpd00239_e00.0442300.00%
cpd00244_e0EX_cpd00244_e02.806E-0500.00%
cpd00254_e0EX_cpd00254_e00.00115900.00%
cpd00635_e0EX_cpd00635_e00.0004055620.08%
cpd00971_e0EX_cpd00971_e00.000405500.00%
cpd10515_e0EX_cpd10515_e00.00112300.00%
cpd10516_e0EX_cpd10516_e00.00108400.00%
cpd11574_e0EX_cpd11574_e06.081E-0700.00%
cpd00074_c2sink__DASH__s_c20.000405700.00%

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
cpd15378_c2DM__DASH__4HBA_c2-0.000424970.01%
cpd15380_c2DM__DASH__5DRIB_c2-0.000405750.01%
cpd02701_c2DM__DASH__AMOB_c2-0.0004057150.03%
cpd15380_c1DM_cpd15380_c1-3.875E-0550.00%
12ethd_e0EX_12ethd_e0-0.00164200.00%
cpd00001_e0EX_cpd00001_e0-2.79900.00%
cpd00011_e0EX_cpd00011_e0-3.82118.13%
cpd00029_e0EX_cpd00029_e0-4.822245.78%
cpd00036_e0EX_cpd00036_e0-1.897436.01%
cpd00047_e0EX_cpd00047_e0-0.0036510.02%
cpd00067_e0EX_cpd00067_e0-10.3100.00%
cpd00116_e0EX_cpd00116_e0-0.000405710.00%
cpd11640_e0EX_cpd11640_e0-7.85900.00%
cpd11416_c0SK_cpd11416_c0-0.173800.00%
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "kmp = KBaseMediaPkg(model)\n", - "kmp.build_package(media)\n", - "#Applying community model kinetic constraints\n", - "ckp = CommKineticPkg(model)\n", - "ckp.build_package(2100,{\"1\":0.5,\"2\":0.5})\n", - "\n", - "biomass_objective = model.problem.Objective(\n", - " 1 * model.reactions.bio1.flux_expression,\n", - " direction='max')\n", - "model.objective = biomass_objective\n", - "\n", - "sol=model.optimize()\n", - "model.summary()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.4" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.7\n" + ] + } + ], + "source": [ + "# import cobra\n", + "from cobra import Model, Reaction, Metabolite\n", + "import pandas as pd\n", + "import cplex\n", + "import optlang\n", + "import math\n", + "import json\n", + "import sys\n", + "import cProfile\n", + "from optlang.symbolics import Zero, add\n", + "import cobra.util.solver as sutil\n", + "from cobra.flux_analysis.parsimonious import pfba\n", + "from IPython.core.display import HTML\n", + "import cobrakbase\n", + "#sys.path.append(\"/Users/chandhanavoleti/Documents/SULI/ModelSEEDpy/ModelSEEDpy\")\n", + "#import modelseedpy.fbapkg\n", + "from modelseedpy import ElementUptakePkg, SimpleThermoPkg, ReactionUsePkg, BilevelPkg, CommKineticPkg, KBaseMediaPkg" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n", + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", + "/Users/fliu/opt/anaconda3/lib/python3.7/site-packages/cobra/core/metabolite.py:86 \u001b[1;31mUserWarning\u001b[0m: invalid character '*' found in formula '*'\n", + "/Users/fliu/opt/anaconda3/lib/python3.7/site-packages/cobra/core/metabolite.py:86 \u001b[1;31mUserWarning\u001b[0m: invalid character '*' found in formula 'C12H20O10*2'\n" + ] + } + ], + "source": [ + "kbase_api = cobrakbase.KBaseAPI()\n", + "model = kbase_api.get_from_ws(\"CMM_iAH991V2_iML1515.kb\",40576)\n", + "model.solver = 'optlang-cplex'\n", + "\n", + "#Applying uptake limit to total carbon uptake by model\n", + "eup = ElementUptakePkg(model)\n", + "eup.build_package({\"C\":60})\n", + "#Applying constraints based on KBase media\n", + "media = kbase_api.get_from_ws(\"Btheta_Ecoli_minimal_media\",40576)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
NameCMM_iAH991V2_iML1515.kb
Memory address0x07fd2f182f210
Number of metabolites2944
Number of reactions4139
Number of groups0
Objective expression1.0*bio2 - 1.0*bio2_reverse_a4204
Compartmentsc0, c1, p1, e0, c2
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Reaction identifierEX_cpd00098_e0
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cpd00098_e0 <=>

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Objective

1.0 bio1 = 0.17375024029002153

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd00009_e0EX_cpd00009_e00.237500.00%
cpd00013_e0EX_cpd00013_e01.93300.00%
cpd00027_e0EX_cpd00027_e05699.86%
cpd00028_e0EX_cpd00028_e00.0004055340.05%
cpd00030_e0EX_cpd00030_e00.000465600.00%
cpd00034_e0EX_cpd00034_e00.000435200.00%
cpd00048_e0EX_cpd00048_e00.000376900.00%
cpd00058_e0EX_cpd00058_e06.159E-0500.00%
cpd00063_e0EX_cpd00063_e00.000857700.00%
cpd00098_e0EX_cpd00098_e00.000405550.01%
cpd00099_e0EX_cpd00099_e00.000452200.00%
cpd00149_e0EX_cpd00149_e00.000407700.00%
cpd00205_e0EX_cpd00205_e00.0173600.00%
cpd00239_e0EX_cpd00239_e00.0442300.00%
cpd00244_e0EX_cpd00244_e02.806E-0500.00%
cpd00254_e0EX_cpd00254_e00.00115900.00%
cpd00635_e0EX_cpd00635_e00.0004055620.08%
cpd00971_e0EX_cpd00971_e00.000405500.00%
cpd10515_e0EX_cpd10515_e00.00112300.00%
cpd10516_e0EX_cpd10516_e00.00108400.00%
cpd11574_e0EX_cpd11574_e06.081E-0700.00%
cpd00074_c2sink__DASH__s_c20.000405700.00%

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
cpd15378_c2DM__DASH__4HBA_c2-0.000424970.01%
cpd15380_c2DM__DASH__5DRIB_c2-0.000405750.01%
cpd02701_c2DM__DASH__AMOB_c2-0.0004057150.03%
cpd15380_c1DM_cpd15380_c1-3.875E-0550.00%
12ethd_e0EX_12ethd_e0-0.00164200.00%
cpd00001_e0EX_cpd00001_e0-2.79900.00%
cpd00011_e0EX_cpd00011_e0-3.82118.13%
cpd00029_e0EX_cpd00029_e0-4.822245.78%
cpd00036_e0EX_cpd00036_e0-1.897436.01%
cpd00047_e0EX_cpd00047_e0-0.0036510.02%
cpd00067_e0EX_cpd00067_e0-10.3100.00%
cpd00116_e0EX_cpd00116_e0-0.000405710.00%
cpd11640_e0EX_cpd11640_e0-7.85900.00%
cpd11416_c0SK_cpd11416_c0-0.173800.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "kmp = KBaseMediaPkg(model)\n", + "kmp.build_package(media)\n", + "#Applying community model kinetic constraints\n", + "ckp = CommKineticPkg(model)\n", + "ckp.build_package(2100,{\"1\":0.5,\"2\":0.5})\n", + "\n", + "biomass_objective = model.problem.Objective(\n", + " 1 * model.reactions.bio1.flux_expression,\n", + " direction='max')\n", + "model.objective = biomass_objective\n", + "\n", + "sol=model.optimize()\n", + "model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Community Modeling/MyCommunityFBA.ipynb b/examples/Community Modeling/MSSteadyCom/MyCommunityFBA.ipynb copy similarity index 96% rename from examples/Community Modeling/MyCommunityFBA.ipynb rename to examples/Community Modeling/MSSteadyCom/MyCommunityFBA.ipynb copy index 0307ccd5..24ff4f83 100644 --- a/examples/Community Modeling/MyCommunityFBA.ipynb +++ b/examples/Community Modeling/MSSteadyCom/MyCommunityFBA.ipynb copy @@ -1,511 +1,511 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.7\n" - ] - } - ], - "source": [ - "# import cobra\n", - "from cobra import Model, Reaction, Metabolite\n", - "import pandas as pd\n", - "import cplex\n", - "import optlang\n", - "import math\n", - "import json\n", - "import sys\n", - "import cProfile\n", - "from optlang.symbolics import Zero, add\n", - "import cobra.util.solver as sutil\n", - "from cobra.flux_analysis.parsimonious import pfba\n", - "from IPython.core.display import HTML\n", - "import cobrakbase\n", - "#sys.path.append(\"/Users/chandhanavoleti/Documents/SULI/ModelSEEDpy/ModelSEEDpy\")\n", - "#import modelseedpy.fbapkg\n", - "from modelseedpy import ElementUptakePkg, SimpleThermoPkg, ReactionUsePkg, BilevelPkg, CommKineticPkg, KBaseMediaPkg" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", - "/Users/fliu/opt/anaconda3/lib/python3.7/site-packages/cobra/core/metabolite.py:86 \u001b[1;31mUserWarning\u001b[0m: invalid character '*' found in formula '*'\n", - "/Users/fliu/opt/anaconda3/lib/python3.7/site-packages/cobra/core/metabolite.py:86 \u001b[1;31mUserWarning\u001b[0m: invalid character '*' found in formula 'C12H20O10*2'\n" - ] - } - ], - "source": [ - "kbase_api = cobrakbase.KBaseAPI()\n", - "model = kbase_api.get_from_ws(\"CMM_iAH991V2_iML1515.kb\",40576)\n", - "model.solver = 'optlang-cplex'\n", - "\n", - "#Applying uptake limit to total carbon uptake by model\n", - "eup = ElementUptakePkg(model)\n", - "eup.build_package({\"C\":60})\n", - "#Applying constraints based on KBase media\n", - "media = kbase_api.get_from_ws(\"Btheta_Ecoli_minimal_media\",40576)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
NameCMM_iAH991V2_iML1515.kb
Memory address0x07fd2f182f210
Number of metabolites2944
Number of reactions4139
Number of groups0
Objective expression1.0*bio2 - 1.0*bio2_reverse_a4204
Compartmentsc0, c1, p1, e0, c2
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Reaction identifierEX_cpd00098_e0
NameExchange for Choline_e0
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Stoichiometry\n", - "

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Objective

1.0 bio1 = 0.17375024029002153

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
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cpd00027_e0EX_cpd00027_e05699.86%
cpd00028_e0EX_cpd00028_e00.0004055340.05%
cpd00030_e0EX_cpd00030_e00.000465600.00%
cpd00034_e0EX_cpd00034_e00.000435200.00%
cpd00048_e0EX_cpd00048_e00.000376900.00%
cpd00058_e0EX_cpd00058_e06.159E-0500.00%
cpd00063_e0EX_cpd00063_e00.000857700.00%
cpd00098_e0EX_cpd00098_e00.000405550.01%
cpd00099_e0EX_cpd00099_e00.000452200.00%
cpd00149_e0EX_cpd00149_e00.000407700.00%
cpd00205_e0EX_cpd00205_e00.0173600.00%
cpd00239_e0EX_cpd00239_e00.0442300.00%
cpd00244_e0EX_cpd00244_e02.806E-0500.00%
cpd00254_e0EX_cpd00254_e00.00115900.00%
cpd00635_e0EX_cpd00635_e00.0004055620.08%
cpd00971_e0EX_cpd00971_e00.000405500.00%
cpd10515_e0EX_cpd10515_e00.00112300.00%
cpd10516_e0EX_cpd10516_e00.00108400.00%
cpd11574_e0EX_cpd11574_e06.081E-0700.00%
cpd00074_c2sink__DASH__s_c20.000405700.00%

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
cpd15378_c2DM__DASH__4HBA_c2-0.000424970.01%
cpd15380_c2DM__DASH__5DRIB_c2-0.000405750.01%
cpd02701_c2DM__DASH__AMOB_c2-0.0004057150.03%
cpd15380_c1DM_cpd15380_c1-3.875E-0550.00%
12ethd_e0EX_12ethd_e0-0.00164200.00%
cpd00001_e0EX_cpd00001_e0-2.79900.00%
cpd00011_e0EX_cpd00011_e0-3.82118.13%
cpd00029_e0EX_cpd00029_e0-4.822245.78%
cpd00036_e0EX_cpd00036_e0-1.897436.01%
cpd00047_e0EX_cpd00047_e0-0.0036510.02%
cpd00067_e0EX_cpd00067_e0-10.3100.00%
cpd00116_e0EX_cpd00116_e0-0.000405710.00%
cpd11640_e0EX_cpd11640_e0-7.85900.00%
cpd11416_c0SK_cpd11416_c0-0.173800.00%
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "kmp = KBaseMediaPkg(model)\n", - "kmp.build_package(media)\n", - "#Applying community model kinetic constraints\n", - "ckp = CommKineticPkg(model)\n", - "ckp.build_package(2100,{\"1\":0.5,\"2\":0.5})\n", - "\n", - "biomass_objective = model.problem.Objective(\n", - " 1 * model.reactions.bio1.flux_expression,\n", - " direction='max')\n", - "model.objective = biomass_objective\n", - "\n", - "sol=model.optimize()\n", - "model.summary()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.4" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.7\n" + ] + } + ], + "source": [ + "# import cobra\n", + "from cobra import Model, Reaction, Metabolite\n", + "import pandas as pd\n", + "import cplex\n", + "import optlang\n", + "import math\n", + "import json\n", + "import sys\n", + "import cProfile\n", + "from optlang.symbolics import Zero, add\n", + "import cobra.util.solver as sutil\n", + "from cobra.flux_analysis.parsimonious import pfba\n", + "from IPython.core.display import HTML\n", + "import cobrakbase\n", + "#sys.path.append(\"/Users/chandhanavoleti/Documents/SULI/ModelSEEDpy/ModelSEEDpy\")\n", + "#import modelseedpy.fbapkg\n", + "from modelseedpy import ElementUptakePkg, SimpleThermoPkg, ReactionUsePkg, BilevelPkg, CommKineticPkg, KBaseMediaPkg" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n", + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", + "/Users/fliu/opt/anaconda3/lib/python3.7/site-packages/cobra/core/metabolite.py:86 \u001b[1;31mUserWarning\u001b[0m: invalid character '*' found in formula '*'\n", + "/Users/fliu/opt/anaconda3/lib/python3.7/site-packages/cobra/core/metabolite.py:86 \u001b[1;31mUserWarning\u001b[0m: invalid character '*' found in formula 'C12H20O10*2'\n" + ] + } + ], + "source": [ + "kbase_api = cobrakbase.KBaseAPI()\n", + "model = kbase_api.get_from_ws(\"CMM_iAH991V2_iML1515.kb\",40576)\n", + "model.solver = 'optlang-cplex'\n", + "\n", + "#Applying uptake limit to total carbon uptake by model\n", + "eup = ElementUptakePkg(model)\n", + "eup.build_package({\"C\":60})\n", + "#Applying constraints based on KBase media\n", + "media = kbase_api.get_from_ws(\"Btheta_Ecoli_minimal_media\",40576)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
NameCMM_iAH991V2_iML1515.kb
Memory address0x07fd2f182f210
Number of metabolites2944
Number of reactions4139
Number of groups0
Objective expression1.0*bio2 - 1.0*bio2_reverse_a4204
Compartmentsc0, c1, p1, e0, c2
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Reaction identifierEX_cpd00098_e0
NameExchange for Choline_e0
Memory address0x07fd2f3aeb590
Stoichiometry\n", + "

cpd00098_e0 <=>

\n", + "

Choline_e0 <=>

\n", + "
GPR
Lower bound-0.001
Upper bound100
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.reactions.EX_cpd00098_e0" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning:Community biomass reaction is being altered with input abundances\n" + ] + }, + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 0.17375024029002153

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd00009_e0EX_cpd00009_e00.237500.00%
cpd00013_e0EX_cpd00013_e01.93300.00%
cpd00027_e0EX_cpd00027_e05699.86%
cpd00028_e0EX_cpd00028_e00.0004055340.05%
cpd00030_e0EX_cpd00030_e00.000465600.00%
cpd00034_e0EX_cpd00034_e00.000435200.00%
cpd00048_e0EX_cpd00048_e00.000376900.00%
cpd00058_e0EX_cpd00058_e06.159E-0500.00%
cpd00063_e0EX_cpd00063_e00.000857700.00%
cpd00098_e0EX_cpd00098_e00.000405550.01%
cpd00099_e0EX_cpd00099_e00.000452200.00%
cpd00149_e0EX_cpd00149_e00.000407700.00%
cpd00205_e0EX_cpd00205_e00.0173600.00%
cpd00239_e0EX_cpd00239_e00.0442300.00%
cpd00244_e0EX_cpd00244_e02.806E-0500.00%
cpd00254_e0EX_cpd00254_e00.00115900.00%
cpd00635_e0EX_cpd00635_e00.0004055620.08%
cpd00971_e0EX_cpd00971_e00.000405500.00%
cpd10515_e0EX_cpd10515_e00.00112300.00%
cpd10516_e0EX_cpd10516_e00.00108400.00%
cpd11574_e0EX_cpd11574_e06.081E-0700.00%
cpd00074_c2sink__DASH__s_c20.000405700.00%

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
cpd15378_c2DM__DASH__4HBA_c2-0.000424970.01%
cpd15380_c2DM__DASH__5DRIB_c2-0.000405750.01%
cpd02701_c2DM__DASH__AMOB_c2-0.0004057150.03%
cpd15380_c1DM_cpd15380_c1-3.875E-0550.00%
12ethd_e0EX_12ethd_e0-0.00164200.00%
cpd00001_e0EX_cpd00001_e0-2.79900.00%
cpd00011_e0EX_cpd00011_e0-3.82118.13%
cpd00029_e0EX_cpd00029_e0-4.822245.78%
cpd00036_e0EX_cpd00036_e0-1.897436.01%
cpd00047_e0EX_cpd00047_e0-0.0036510.02%
cpd00067_e0EX_cpd00067_e0-10.3100.00%
cpd00116_e0EX_cpd00116_e0-0.000405710.00%
cpd11640_e0EX_cpd11640_e0-7.85900.00%
cpd11416_c0SK_cpd11416_c0-0.173800.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "kmp = KBaseMediaPkg(model)\n", + "kmp.build_package(media)\n", + "#Applying community model kinetic constraints\n", + "ckp = CommKineticPkg(model)\n", + "ckp.build_package(2100,{\"1\":0.5,\"2\":0.5})\n", + "\n", + "biomass_objective = model.problem.Objective(\n", + " 1 * model.reactions.bio1.flux_expression,\n", + " direction='max')\n", + "model.objective = biomass_objective\n", + "\n", + "sol=model.optimize()\n", + "model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Community Modeling/MSCommunity/SteadyCom_Example.ipynb b/examples/Community Modeling/MSSteadyCom/SteadyCom_Example.ipynb similarity index 96% rename from examples/Community Modeling/MSCommunity/SteadyCom_Example.ipynb rename to examples/Community Modeling/MSSteadyCom/SteadyCom_Example.ipynb index cf382410..ced80e4f 100644 --- a/examples/Community Modeling/MSCommunity/SteadyCom_Example.ipynb +++ b/examples/Community Modeling/MSSteadyCom/SteadyCom_Example.ipynb @@ -1,2081 +1,2081 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "1dda7cb0", - "metadata": {}, - "source": [ - "# SteadyCom Example" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "82f3ff22", - "metadata": {}, - "outputs": [], - "source": [ - "from reframed import load_cbmodel, from_cobrapy, Community, SteadyCom, Environment, FBA" - ] - }, - { - "cell_type": "markdown", - "id": "ab180067-d764-4af0-b8c1-3f66e06df189", - "metadata": {}, - "source": [ - "### load from SBML file" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "627947ce-2978-43a6-8f86-3a3a045a35c8", - "metadata": {}, - "outputs": [], - "source": [ - "model1 = load_cbmodel('Acetobacterium_MES1.electrosynthesis.edited.xml',flavor='bigg')\n", - "model1.id = 'm1'\n", - "model2 = load_cbmodel('Sulfurospirillum_MES13.autotroph.edited.xml',flavor='bigg')\n", - "model2.id = 'm2'\n", - "model3 = load_cbmodel('Desulfovibrio_MES4.autotroph.edited.v2.xml',flavor='bigg')\n", - "model3.id = 'm3'" - ] - }, - { - "cell_type": "markdown", - "id": "72b32d67-2ff9-4de2-8b12-be86d015e040", - "metadata": {}, - "source": [ - "kbase.get_from_ws: cobrakbase.core.kbasefba.fbamodel.FBAModel -> cobra.core.model.Model \n", - "\n", - "from_cobrapy: cobra.core.model.Model -> reframed.core.cbmodel.CBModel\n", - "\n", - "Community(str, [reframed.core.cbmodel.CBModel])" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "45d4e8f6-15f3-4693-a6bb-8550d2f4299d", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.8\n" - ] - } - ], - "source": [ - "import cobrakbase\n", - "kbase = cobrakbase.KBaseAPI()\n", - "ws = 93204" - ] - }, - { - "cell_type": "markdown", - "id": "7f7fb686-18fe-44e5-936b-ac8f723712cc", - "metadata": {}, - "source": [ - "### load from KBase" - ] - }, - { - "cell_type": "code", - "execution_count": 236, - "id": "7754eb60-0d9d-4ee0-bc38-e0a9932d653c", - "metadata": {}, - "outputs": [], - "source": [ - "import cobrakbase\n", - "from reframed.core.model import ReactionType\n", - "kbase = cobrakbase.KBaseAPI()\n", - "ws = 93204\n", - "model1 = from_cobrapy(kbase.get_from_ws('Acetobacterium_MES1.electrosynthesis.edited', 93204))\n", - "model1.id = 'm1'\n", - "model1.compartments.e0.external = True\n", - "model2 = from_cobrapy(kbase.get_from_ws('Sulfurospirillum_MES13.autotroph.edited', 93204))\n", - "model2.id = 'm2'\n", - "model2.compartments.e0.external = True\n", - "model3 = from_cobrapy(kbase.get_from_ws('Desulfovibrio_MES4.autotroph.edited.v2', 93204))\n", - "model3.id = 'm3'\n", - "model3.compartments.e0.external = True\n", - "for rxn_id in model1.reactions:\n", - " if 'EX_' in rxn_id:\n", - " rxn = model1.reactions[rxn_id]\n", - " rxn.reaction_type = ReactionType.EXCHANGE\n", - "for rxn_id in model2.reactions:\n", - " if 'EX_' in rxn_id:\n", - " rxn = model2.reactions[rxn_id]\n", - " rxn.reaction_type = ReactionType.EXCHANGE\n", - "for rxn_id in model3.reactions:\n", - " if 'EX_' in rxn_id:\n", - " rxn = model3.reactions[rxn_id]\n", - " rxn.reaction_type = ReactionType.EXCHANGE" - ] - }, - { - "cell_type": "code", - "execution_count": 232, - "id": "8b3e923b-2394-4620-b0c0-7388c3bc80c1", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "321bd9d0-69d1-479b-9d10-5384cf1a4356", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "2a7f4222-90ac-4bfd-8809-8ae020a899d6", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 140, - "id": "249a2d30-8159-43d6-9f1d-6bb50f8d0ffd", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'bio1'" - ] - }, - "execution_count": 140, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model1.biomass_reaction" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "97a681e3-73e9-4353-a660-abc60d962f25", - "metadata": {}, - "outputs": [], - "source": [ - "model1 = load_cbmodel('Acetobacterium_MES1.electrosynthesis.edited.xml',flavor='bigg')\n", - "model1.id = 'm1'" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "7a70e136-2e61-48d6-aab0-7060b1c30959", - "metadata": {}, - "outputs": [], - "source": [ - "#model1.get_exchange_reactions()" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "id": "8f260143-691d-48c5-91ad-9667aa56f55d", - "metadata": {}, - "outputs": [], - "source": [ - "model1_cobra = kbase.get_from_ws('Acetobacterium_MES1.electrosynthesis.edited', 93204)" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "id": "eceadfdc-9f5c-4be9-984a-dc71fbc02498", - "metadata": {}, - "outputs": [], - "source": [ - "model1_cobra.medium = {\n", - " 'EX_cpd00161_e0': 1000,\n", - " 'EX_cpd00012_e0': 1000,\n", - " 'EX_cpd11579_e0': 1000,\n", - " 'EX_cpd00635_e0': 1000,\n", - " 'EX_cpd00215_e0': 1000,\n", - " 'EX_cpd03453_e0': 1000,\n", - " 'EX_cpd00011_e0': 1000,\n", - " 'EX_cpd00122_e0': 1000,\n", - " 'EX_cpd00588_e0': 1000,\n", - " 'EX_cpd00039_e0': 1000,\n", - " 'EX_cpd00023_e0': 1000\n", - "}" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "id": "f80f3eec-7320-4a1a-abe6-3ee0293d3af9", - "metadata": {}, - "outputs": [], - "source": [ - "model1_cobra.medium = media" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "id": "667d70ae-2c69-496c-986a-e86959e552cb", - "metadata": {}, - "outputs": [], - "source": [ - "model1 = from_cobrapy(model1_cobra)" - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "id": "8018edac-3a6c-451f-9855-b2138960d94f", - "metadata": {}, - "outputs": [], - "source": [ - "from cobra.test import create_test_model" - ] - }, - { - "cell_type": "code", - "execution_count": 44, - "id": "9a514573-8ea2-4f14-9e93-910a4414f44d", - "metadata": {}, - "outputs": [], - "source": [ - "test_model = from_cobrapy(create_test_model('textbook'))" - ] - }, - { - "cell_type": "code", - "execution_count": 47, - "id": "af9400bf-a265-49be-b6b8-2ce1fea20cc3", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 47, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "test_model.get_exchange_reactions()" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "id": "398016f6-7043-47ac-85e1-d1bf724930a7", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 42, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model1.get_external_metabolites()" - ] - }, - { - "cell_type": "markdown", - "id": "8ef9ceb8-44a7-42a2-82c2-cdf68ce1ef35", - "metadata": {}, - "source": [ - "# pip list | grep reframed" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "id": "06edf9e5-29dd-4a8b-8552-bf65ee0932b9", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 bio1 = 0.13343955928842335

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00009_e0EX_cpd00009_e00.166200.00%
cpd00011_e0EX_cpd00011_e051100.00%
cpd00013_e0EX_cpd00013_e01.0100.00%
cpd00030_e0EX_cpd00030_e00.000960100.00%
cpd00034_e0EX_cpd00034_e00.000960100.00%
cpd00048_e0EX_cpd00048_e00.0294700.00%
cpd00058_e0EX_cpd00058_e00.000960100.00%
cpd00063_e0EX_cpd00063_e00.000960100.00%
cpd00067_e0EX_cpd00067_e033.900.00%
cpd00099_e0EX_cpd00099_e00.000960100.00%
cpd00149_e0EX_cpd00149_e00.000960100.00%
cpd00205_e0EX_cpd00205_e00.000960100.00%
cpd00254_e0EX_cpd00254_e00.000960100.00%
cpd10515_e0EX_cpd10515_e00.00384100.00%
cpd17041_c0rxn13782_c00.133400.00%
cpd17042_c0rxn13783_c00.133400.00%
cpd17043_c0rxn13784_c00.133400.00%

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0-19.6100.00%
cpd00069_e0EX_cpd00069_e0-0.0088029100.00%
cpd11416_c0SK_cpd11416_c0-0.133400.00%
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 33, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model1_cobra.summary()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "368e66ea-b5ec-4118-8c27-8cbbf4d0590b", - "metadata": {}, - "outputs": [], - "source": [ - "from cobra.core import Model" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "272a32e1-6851-4390-a2f7-210bdfad15a0", - "metadata": {}, - "outputs": [], - "source": [ - "model = Model()" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "b730354c-ef17-423a-9c38-d71f0c2b71b7", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "cobra.core.model.Model" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "type(model)" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "id": "b0205c64-88d5-4697-978a-1e5117d38bbe", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
NameAcetobacterium_MES1.electrosynthesis.2021
Memory address0x07f493a34e790
Number of metabolites1134
Number of reactions1207
Number of groups0
Objective expression1.0*bio1 - 1.0*bio1_reverse_b18f7
Compartmentsc0, e0
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 40, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model1_cobra" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "cbb3caff-c27b-4c2a-9ab0-b6bdfc8e1032", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "f8872fb6-c1c8-4bb2-afd4-a41c896e7e8a", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 57, - "id": "ed97105a-e580-49f9-a4d0-807c8448deef", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Objective: 38.12428316739254\n", - "Status: Optimal" - ] - }, - "execution_count": 57, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "FBA(model1)" - ] - }, - { - "cell_type": "code", - "execution_count": 54, - "id": "bc114dc1-bf8a-4112-ae3a-7b0ebaf04a4a", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 bio1 = 38.124283167392576

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00007_e0EX_cpd00007_e00.685800.00%
cpd00009_e0EX_cpd00009_e013.0500.00%
cpd00017_e0EX_cpd00017_e00.2743150.04%
cpd00023_e0EX_cpd00023_e060.0953.12%
cpd00027_e0EX_cpd00027_e012.6360.79%
cpd00028_e0EX_cpd00028_e00.2743340.10%
cpd00030_e0EX_cpd00030_e00.274300.00%
cpd00034_e0EX_cpd00034_e00.274300.00%
cpd00039_e0EX_cpd00039_e012.3460.77%
cpd00048_e0EX_cpd00048_e00.274300.00%
cpd00051_e0EX_cpd00051_e07.37360.46%
cpd00054_e0EX_cpd00054_e024.5530.76%
cpd00058_e0EX_cpd00058_e00.274300.00%
cpd00060_e0EX_cpd00060_e04.32750.22%
cpd00063_e0EX_cpd00063_e00.274300.00%
cpd00065_e0EX_cpd00065_e02.078110.24%
cpd00066_e0EX_cpd00066_e06.71790.63%
cpd00067_e0EX_cpd00067_e0100000.00%
cpd00080_e0EX_cpd00080_e034.4431.07%
cpd00082_e0EX_cpd00082_e0508.9631.68%
cpd00092_e0EX_cpd00092_e03.37140.14%
cpd00099_e0EX_cpd00099_e00.274300.00%
cpd00104_e0EX_cpd00104_e00.2743100.03%
cpd00118_e0EX_cpd00118_e00.274340.01%
cpd00119_e0EX_cpd00119_e03.12460.19%
cpd00138_e0EX_cpd00138_e010.6260.66%
cpd00149_e0EX_cpd00149_e00.274300.00%
cpd00156_e0EX_cpd00156_e011.7350.61%
cpd00205_e0EX_cpd00205_e00.274300.00%
cpd00215_e0EX_cpd00215_e00.274380.02%
cpd00218_e0EX_cpd00218_e00.548660.03%
cpd00220_e0EX_cpd00220_e00.8229170.15%
cpd00254_e0EX_cpd00254_e00.274300.00%
cpd00264_e0EX_cpd00264_e00.274370.02%
cpd00276_e0EX_cpd00276_e07.59160.47%
cpd00322_e0EX_cpd00322_e010.3160.64%
cpd00644_e0EX_cpd00644_e00.548690.05%
cpd00731_e0EX_cpd00731_e00.11860.01%
cpd01017_e0EX_cpd01017_e03.26950.17%
cpd10516_e0EX_cpd10516_e0100000.00%
cpd11580_e0EX_cpd11580_e0192.2713.96%
cpd11581_e0EX_cpd11581_e065.3164.07%
cpd11583_e0EX_cpd11583_e013.2591.24%
cpd11588_e0EX_cpd11588_e06.13970.45%
cpd11593_e0EX_cpd11593_e0512.3737.21%
cpd17041_c0rxn13782_c038.1200.00%
cpd17042_c0rxn13783_c038.1200.00%
cpd17043_c0rxn13784_c038.1200.00%

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0-100000.00%
cpd00011_e0EX_cpd00011_e0-579.217.04%
cpd00013_e0EX_cpd00013_e0-100000.00%
cpd00029_e0EX_cpd00029_e0-1000224.31%
cpd00033_e0EX_cpd00033_e0-253.626.17%
cpd00035_e0EX_cpd00035_e0-507.4318.50%
cpd00047_e0EX_cpd00047_e0-862.4110.48%
cpd00069_e0EX_cpd00069_e0-4.73690.52%
cpd00159_e0EX_cpd00159_e0-904332.97%
cpd10515_e0EX_cpd10515_e0-999.200.00%
cpd11416_c0SK_cpd11416_c0-38.1200.00%
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 54, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model1_cobra.summary()" - ] - }, - { - "cell_type": "code", - "execution_count": 97, - "id": "96b5950c-0bd4-4ecf-be4c-30d035f65a1d", - "metadata": {}, - "outputs": [], - "source": [ - "merged_model = community.merged_model" - ] - }, - { - "cell_type": "code", - "execution_count": 98, - "id": "9213fc39-063e-4d74-8a07-be2f8597788f", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 98, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "merged_model.get_exchange_reactions()" - ] - }, - { - "cell_type": "code", - "execution_count": 100, - "id": "fb98bb43-3c08-4e95-a81c-f58724b36214", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "3479" - ] - }, - "execution_count": 100, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "len(merged_model.reactions)" - ] - }, - { - "cell_type": "code", - "execution_count": 105, - "id": "1de243f6-e1c5-4301-8852-e85c6bbe465e", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "True" - ] - }, - "execution_count": 105, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "7cfe54d8-21e4-40ec-94fb-4c81e4798a7e", - "metadata": {}, - "outputs": [], - "source": [ - "merged_model.r" - ] - }, - { - "cell_type": "code", - "execution_count": 237, - "id": "4f5e41c6", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Community growth: 107.38671875\n", - "m1\t0.0\n", - "m2\t0.0\n", - "m3\t1.0\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/site-packages/reframed/community/SteadyCom.py:169 \u001b[1;31mUserWarning\u001b[0m: Max iterations exceeded.\n" - ] - } - ], - "source": [ - "community = Community('electro.community',[model1, model2, model3])\n", - "merged_model = community.merged_model\n", - "communitySolution = SteadyCom(community)\n", - "\n", - "# cross_all = communitySolution.cross_feeding()\n", - "# for i in cross_all:\n", - "# print(i)\n", - "\n", - "print(communitySolution)" - ] - }, - { - "cell_type": "code", - "execution_count": 121, - "id": "71ab6939-1ff8-498b-a1a1-efb90317d45f", - "metadata": {}, - "outputs": [], - "source": [ - "merged_model.biomass_reaction = 'bio1_m1'" - ] - }, - { - "cell_type": "code", - "execution_count": 122, - "id": "22740170-696f-439f-bc7f-e03a38f520a8", - "metadata": {}, - "outputs": [], - "source": [ - "#merged_model.reactions.bio1_m1" - ] - }, - { - "cell_type": "code", - "execution_count": 113, - "id": "f58a86f3-2089-45e9-aa0c-717d056cbe19", - "metadata": {}, - "outputs": [], - "source": [ - "merged_model.reactions.R_EX_cpd11576_e0.set_flux_bounds(0, 1000)" - ] - }, - { - "cell_type": "code", - "execution_count": 143, - "id": "aaf66e48-41b9-4340-8df3-d9a722116b53", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['community_growth']" - ] - }, - "execution_count": 143, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "merged_model.get_metabolite_consumers('community_biomass')" - ] - }, - { - "cell_type": "code", - "execution_count": 144, - "id": "c104360b-0b6a-414f-bfaa-2d66c4633396", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['bio1_m1', 'bio1_m2', 'bio1_m3']" - ] - }, - "execution_count": 144, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "merged_model.get_metabolite_producers('community_biomass')" - ] - }, - { - "cell_type": "code", - "execution_count": 145, - "id": "d1418b14-7dfe-4739-a8c1-c8fd75fa3c8c", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Objective: 226.12620821909715\n", - "Status: Optimal" - ] - }, - "execution_count": 145, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "FBA(merged_model)" - ] - }, - { - "cell_type": "code", - "execution_count": 142, - "id": "186ec591-de03-4c68-bf32-27b886365a0c", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Total community biomass" - ] - }, - "execution_count": 142, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "merged_model.metabolites.community_biomass" - ] - }, - { - "cell_type": "code", - "execution_count": 135, - "id": "58d91d69-0ed7-406a-a063-795d6492fe4d", - "metadata": {}, - "outputs": [], - "source": [ - "community.merged_model.set_objective({'community_growth': -1})" - ] - }, - { - "cell_type": "code", - "execution_count": 146, - "id": "c547511c-32ed-48a6-976a-235b71e783c7", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Community growth: 107.38671875\n", - "m1\t0.0\n", - "m2\t0.0\n", - "m3\t1.0\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/site-packages/reframed/community/SteadyCom.py:169 \u001b[1;31mUserWarning\u001b[0m: Max iterations exceeded.\n" - ] - } - ], - "source": [ - "communitySolution = SteadyCom(community)\n", - "print(communitySolution)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "5175a794-2e55-4256-b0e7-82d49a94fc4e", - "metadata": {}, - "outputs": [], - "source": [ - "#communitySolution.print_exchanges()" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "825bffb8", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "None\n" - ] - } - ], - "source": [ - "print(communitySolution.print_external_fluxes())" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "59b54618", - "metadata": {}, - "outputs": [], - "source": [ - "# print(communitySolution.print_internal_fluxes('m1'))" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "d80f0006", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "None\n" - ] - } - ], - "source": [ - "print(communitySolution.print_exchanges())" - ] - }, - { - "cell_type": "code", - "execution_count": 149, - "id": "db19d933", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Community growth: 107.38671875\n", - "m1\t0.0\n", - "m2\t0.0\n", - "m3\t1.0\n" - ] - } - ], - "source": [ - "# WITH ENVIRONMENT\n", - "env = Environment.complete(community.merged_model, inplace=False)\n", - "communitySolution2 = SteadyCom(community,env)\n", - "\n", - "print(communitySolution2)" - ] - }, - { - "cell_type": "code", - "execution_count": 147, - "id": "5bc9d63c-0b04-45c9-8fc7-6b30a17685ca", - "metadata": {}, - "outputs": [], - "source": [ - "media = kbase.get_from_ws('CO2_minimal', ws)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "9909f076-55e3-4e9b-9a27-0a3883e286d3", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "94ab1832-dae8-4315-b5c5-06c4c0c27e90", - "metadata": {}, - "outputs": [], - "source": [ - "#print(communitySolution.print_exchanges())" - ] - }, - { - "cell_type": "code", - "execution_count": 156, - "id": "716d3191-f3c7-40a3-94fe-8cf8ea312875", - "metadata": {}, - "outputs": [], - "source": [ - "rxn = community.merged_model.reactions[r]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "48d90444-c79d-4ba1-9eb1-199dce0a7f76", - "metadata": {}, - "outputs": [], - "source": [ - "rxn.set_flux_bounds(-1000, 0)" - ] - }, - { - "cell_type": "code", - "execution_count": 243, - "id": "5a59c3db-5afd-473e-a9aa-080801f4a86d", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Objective: 0.2678047820357558\n", - "Status: Optimal" - ] - }, - "execution_count": 243, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "media_const = media.get_media_constraints()\n", - "for r in community.merged_model.get_exchange_reactions():\n", - " rxn = community.merged_model.reactions[r]\n", - " if r[5:] in media_const:\n", - " lb, ub = media_const[r[5:]]\n", - " rxn.set_flux_bounds(lb, ub)\n", - " else:\n", - " rxn.set_flux_bounds(0, 1000)\n", - "res = FBA(community.merged_model)\n", - "res" - ] - }, - { - "cell_type": "code", - "execution_count": 239, - "id": "3ad3e1a9-00b7-43d8-8f64-615b59e56c02", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Objective: 0.0\n", - "Status: Optimal" - ] - }, - "execution_count": 239, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "for r in community.merged_model.get_exchange_reactions():\n", - " rxn = community.merged_model.reactions[r]\n", - " rxn.set_flux_bounds(0, 0)\n", - "res = FBA(community.merged_model)\n", - "res" - ] - }, - { - "cell_type": "code", - "execution_count": 244, - "id": "1608fe04-8890-42dc-88fa-db30dd8edce0", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Objective: 0.2678047820357558\n", - "Status: Optimal" - ] - }, - "execution_count": 244, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "community.merged_model.set_objective({'community_growth': 1})\n", - "res = FBA(community.merged_model)\n", - "res" - ] - }, - { - "cell_type": "code", - "execution_count": 222, - "id": "d3a54e42-7b16-4dff-92dc-1a069bb89cfd", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "45.65937352992398" - ] - }, - "execution_count": 222, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "res.values['bio1_m1']" - ] - }, - { - "cell_type": "code", - "execution_count": 238, - "id": "424b85ee-c44a-428c-a864-a39df4151993", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "community_growth: community_biomass --> @1\n", - "rxn13783_c0_m1: --> cpd17042_c0_m1 [0, 1000]\n", - "rxn13784_c0_m1: --> cpd17043_c0_m1 [0, 1000]\n", - "rxn13782_c0_m1: --> cpd17041_c0_m1 [0, 1000]\n", - "SK_cpd15302_c0_m1: cpd15302_c0_m1 --> [0, 1000]\n", - "SK_cpd11416_c0_m1: cpd11416_c0_m1 --> [0, 1000]\n", - "rxn13783_c0_m2: --> cpd17042_c0_m2 [0, 1000]\n", - "rxn13784_c0_m2: --> cpd17043_c0_m2 [0, 1000]\n", - "rxn13782_c0_m2: --> cpd17041_c0_m2 [0, 1000]\n", - "SK_cpd02701_c0_m2: cpd02701_c0_m2 --> [0, 1000]\n", - "SK_cpd11416_c0_m2: cpd11416_c0_m2 --> [0, 1000]\n", - "rxn13783_c0_m3: --> cpd17042_c0_m3 [0, 1000]\n", - "rxn13784_c0_m3: --> cpd17043_c0_m3 [0, 1000]\n", - "rxn13782_c0_m3: --> cpd17041_c0_m3 [0, 1000]\n", - "SK_cpd02701_c0_m3: cpd02701_c0_m3 --> [0, 1000]\n", - "SK_cpd15302_c0_m3: cpd15302_c0_m3 --> [0, 1000]\n", - "SK_cpd11416_c0_m3: cpd11416_c0_m3 --> [0, 1000]\n", - "R_EX_cpd11576_e0: cpd11576_e0 <-> \n", - "R_EX_cpd04097_e0: cpd04097_e0 <-> \n", - "R_EX_cpd00067_e0: cpd00067_e0 <-> \n", - "R_EX_cpd11597_e0: cpd11597_e0 <-> \n", - "R_EX_cpd11585_e0: cpd11585_e0 <-> \n", - "R_EX_cpd11582_e0: cpd11582_e0 <-> \n", - "R_EX_cpd00012_e0: cpd00012_e0 <-> \n", - "R_EX_cpd11586_e0: cpd11586_e0 <-> \n", - "R_EX_cpd01030_e0: cpd01030_e0 <-> \n", - "R_EX_cpd00129_e0: cpd00129_e0 <-> \n", - "R_EX_cpd00971_e0: cpd00971_e0 <-> \n", - "R_EX_cpd01012_e0: cpd01012_e0 <-> \n", - "R_EX_cpd00635_e0: cpd00635_e0 <-> \n", - "R_EX_cpd00276_e0: cpd00276_e0 <-> \n", - "R_EX_cpd00082_e0: cpd00082_e0 <-> \n", - "R_EX_cpd00080_e0: cpd00080_e0 <-> \n", - "R_EX_cpd00001_e0: cpd00001_e0 <-> \n", - "R_EX_cpd00023_e0: cpd00023_e0 <-> \n", - "R_EX_cpd00063_e0: cpd00063_e0 <-> \n", - "R_EX_cpd00058_e0: cpd00058_e0 <-> \n", - "R_EX_cpd00107_e0: cpd00107_e0 <-> \n", - "R_EX_cpd00314_e0: cpd00314_e0 <-> \n", - "R_EX_cpd11595_e0: cpd11595_e0 <-> \n", - "R_EX_cpd01017_e0: cpd01017_e0 <-> \n", - "R_EX_cpd00013_e0: cpd00013_e0 <-> \n", - "R_EX_cpd00244_e0: cpd00244_e0 <-> \n", - "R_EX_cpd11578_e0: cpd11578_e0 <-> \n", - "R_EX_cpd10515_e0: cpd10515_e0 <-> \n", - "R_EX_cpd00179_e0: cpd00179_e0 <-> \n", - "R_EX_cpd11591_e0: cpd11591_e0 <-> \n", - "R_EX_cpd00009_e0: cpd00009_e0 <-> \n", - "R_EX_cpd00060_e0: cpd00060_e0 <-> \n", - "R_EX_cpd00034_e0: cpd00034_e0 <-> \n", - "R_EX_cpd11593_e0: cpd11593_e0 <-> \n", - "R_EX_cpd00076_e0: cpd00076_e0 <-> \n", - "R_EX_cpd00322_e0: cpd00322_e0 <-> \n", - "R_EX_cpd03198_e0: cpd03198_e0 <-> \n", - "R_EX_cpd11579_e0: cpd11579_e0 <-> \n", - "R_EX_cpd01171_e0: cpd01171_e0 <-> \n", - "R_EX_cpd00210_e0: cpd00210_e0 <-> \n", - "R_EX_cpd15605_e0: cpd15605_e0 <-> \n", - "R_EX_cpd00264_e0: cpd00264_e0 <-> \n", - "R_EX_cpd00637_e0: cpd00637_e0 <-> \n", - "R_EX_cpd00122_e0: cpd00122_e0 <-> \n", - "R_EX_cpd15603_e0: cpd15603_e0 <-> \n", - "R_EX_cpd03696_e0: cpd03696_e0 <-> \n", - "R_EX_cpd00118_e0: cpd00118_e0 <-> \n", - "R_EX_cpd11580_e0: cpd11580_e0 <-> \n", - "R_EX_cpd00220_e0: cpd00220_e0 <-> \n", - "R_EX_cpd00588_e0: cpd00588_e0 <-> \n", - "R_EX_cpd00423_e0: cpd00423_e0 <-> \n", - "R_EX_cpd00254_e0: cpd00254_e0 <-> \n", - "R_EX_cpd11574_e0: cpd11574_e0 <-> \n", - "R_EX_cpd00138_e0: cpd00138_e0 <-> \n", - "R_EX_cpd00159_e0: cpd00159_e0 <-> \n", - "R_EX_cpd03048_e0: cpd03048_e0 <-> \n", - "R_EX_cpd11596_e0: cpd11596_e0 <-> \n", - "R_EX_cpd00540_e0: cpd00540_e0 <-> \n", - "R_EX_cpd00047_e0: cpd00047_e0 <-> \n", - "R_EX_cpd15606_e0: cpd15606_e0 <-> \n", - "R_EX_cpd10516_e0: cpd10516_e0 <-> \n", - "R_EX_cpd01914_e0: cpd01914_e0 <-> \n", - "R_EX_cpd00099_e0: cpd00099_e0 <-> \n", - "R_EX_cpd00531_e0: cpd00531_e0 <-> \n", - "R_EX_cpd11583_e0: cpd11583_e0 <-> \n", - "R_EX_cpd00209_e0: cpd00209_e0 <-> \n", - "R_EX_cpd00395_e0: cpd00395_e0 <-> \n", - "R_EX_cpd11589_e0: cpd11589_e0 <-> \n", - "R_EX_cpd00027_e0: cpd00027_e0 <-> \n", - "R_EX_cpd11575_e0: cpd11575_e0 <-> \n", - "R_EX_cpd00794_e0: cpd00794_e0 <-> \n", - "R_EX_cpd09878_e0: cpd09878_e0 <-> \n", - "R_EX_cpd11588_e0: cpd11588_e0 <-> \n", - "R_EX_cpd15604_e0: cpd15604_e0 <-> \n", - "R_EX_cpd00104_e0: cpd00104_e0 <-> \n", - "R_EX_cpd00205_e0: cpd00205_e0 <-> \n", - "R_EX_cpd00007_e0: cpd00007_e0 <-> \n", - "R_EX_cpd03424_e0: cpd03424_e0 <-> \n", - "R_EX_cpd00098_e0: cpd00098_e0 <-> \n", - "R_EX_cpd11592_e0: cpd11592_e0 <-> \n", - "R_EX_cpd00156_e0: cpd00156_e0 <-> \n", - "R_EX_cpd08023_e0: cpd08023_e0 <-> \n", - "R_EX_cpd11587_e0: cpd11587_e0 <-> \n", - "R_EX_cpd00092_e0: cpd00092_e0 <-> \n", - "R_EX_cpd00053_e0: cpd00053_e0 <-> \n", - "R_EX_cpd11590_e0: cpd11590_e0 <-> \n", - "R_EX_cpd11581_e0: cpd11581_e0 <-> \n", - "R_EX_cpd00116_e0: cpd00116_e0 <-> \n", - "R_EX_cpd11584_e0: cpd11584_e0 <-> \n", - "R_EX_cpd00039_e0: cpd00039_e0 <-> \n", - "R_EX_cpd00011_e0: cpd00011_e0 <-> \n", - "R_EX_cpd00166_e0: cpd00166_e0 <-> \n", - "R_EX_cpd00731_e0: cpd00731_e0 <-> \n", - "R_EX_cpd00180_e0: cpd00180_e0 <-> \n", - "R_EX_cpd03453_e0: cpd03453_e0 <-> \n", - "R_EX_cpd03726_e0: cpd03726_e0 <-> \n", - "R_EX_cpd00033_e0: cpd00033_e0 <-> \n", - "R_EX_cpd00119_e0: cpd00119_e0 <-> \n", - "R_EX_cpd00054_e0: cpd00054_e0 <-> \n", - "R_EX_cpd00035_e0: cpd00035_e0 <-> \n", - "R_EX_cpd00644_e0: cpd00644_e0 <-> \n", - "R_EX_cpd00028_e0: cpd00028_e0 <-> \n", - "R_EX_cpd00161_e0: cpd00161_e0 <-> \n", - "R_EX_cpd00041_e0: cpd00041_e0 <-> \n", - "R_EX_cpd00218_e0: cpd00218_e0 <-> \n", - "R_EX_cpd00066_e0: cpd00066_e0 <-> \n", - "R_EX_cpd00215_e0: cpd00215_e0 <-> \n", - "R_EX_cpd00393_e0: cpd00393_e0 <-> \n", - "R_EX_cpd00132_e0: cpd00132_e0 <-> \n", - "R_EX_cpd00305_e0: cpd00305_e0 <-> \n", - "R_EX_cpd00065_e0: cpd00065_e0 <-> \n", - "R_EX_cpd00069_e0: cpd00069_e0 <-> \n", - "R_EX_cpd00017_e0: cpd00017_e0 <-> \n", - "R_EX_cpd00051_e0: cpd00051_e0 <-> \n", - "R_EX_cpd00084_e0: cpd00084_e0 <-> \n", - "R_EX_cpd00030_e0: cpd00030_e0 <-> \n", - "R_EX_cpd00149_e0: cpd00149_e0 <-> \n", - "R_EX_cpd00029_e0: cpd00029_e0 <-> \n", - "R_EX_cpd00048_e0: cpd00048_e0 <-> \n", - "R_EX_cpd00106_e0: cpd00106_e0 <-> \n", - "R_EX_cpd00036_e0: cpd00036_e0 <-> \n", - "R_EX_cpd00246_e0: cpd00246_e0 <-> \n", - "R_EX_cpd00367_e0: cpd00367_e0 <-> \n", - "R_EX_cpd00184_e0: cpd00184_e0 <-> \n", - "R_EX_cpd00797_e0: cpd00797_e0 <-> \n", - "R_EX_cpd00438_e0: cpd00438_e0 <-> \n", - "R_EX_cpd00249_e0: cpd00249_e0 <-> \n", - "R_EX_cpd00130_e0: cpd00130_e0 <-> \n", - "R_EX_cpd00311_e0: cpd00311_e0 <-> \n", - "R_EX_cpd00024_e0: cpd00024_e0 <-> \n", - "R_EX_cpd00128_e0: cpd00128_e0 <-> \n", - "R_EX_cpd15574_e0: cpd15574_e0 <-> \n", - "R_EX_cpd02233_e0: cpd02233_e0 <-> \n", - "R_EX_cpd04098_e0: cpd04098_e0 <-> \n", - "R_EX_cpd00263_e0: cpd00263_e0 <-> \n", - "R_EX_cpd00075_e0: cpd00075_e0 <-> \n", - "R_EX_cpd00137_e0: cpd00137_e0 <-> \n", - "R_EX_cpd00176_e0: cpd00176_e0 <-> \n", - "R_EX_cpd00281_e0: cpd00281_e0 <-> \n", - "R_EX_cpd03724_e0: cpd03724_e0 <-> \n", - "R_EX_cpd08306_e0: cpd08306_e0 <-> \n", - "R_EX_cpd01242_e0: cpd01242_e0 <-> \n", - "R_EX_cpd15353_e0: cpd15353_e0 <-> \n", - "R_EX_cpd15352_e0: cpd15352_e0 <-> \n", - "R_EX_cpd00105_e0: cpd00105_e0 <-> \n", - "R_EX_cpd00226_e0: cpd00226_e0 <-> \n", - "R_EX_cpd08305_e0: cpd08305_e0 <-> \n", - "R_EX_cpd15499_e0: cpd15499_e0 <-> \n", - "R_EX_cpd15500_e0: cpd15500_e0 <-> \n", - "R_EX_cpd00158_e0: cpd00158_e0 <-> \n", - "R_EX_cpd15378_e0: cpd15378_e0 <-> \n" - ] - } - ], - "source": [ - "for rxn_id in community.merged_model.reactions:\n", - " rxn = community.merged_model.reactions[rxn_id]\n", - " if len(rxn.stoichiometry) == 1:\n", - " print(rxn)" - ] - }, - { - "cell_type": "code", - "execution_count": 226, - "id": "e0bce13f-0fe0-46a4-8710-e6e672b1954c", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "1" - ] - }, - "execution_count": 226, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 217, - "id": "e6ca9476-2d1b-44f8-be67-bdc8346354a2", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'community_growth': 1}" - ] - }, - "execution_count": 217, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "community.merged_model.get_objective()" - ] - }, - { - "cell_type": "code", - "execution_count": 215, - "id": "cc3d9791-a41c-4413-a45b-5c538752d70f", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "45.65937352992398" - ] - }, - "execution_count": 215, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "res.values['bio1_m1']" - ] - }, - { - "cell_type": "code", - "execution_count": 203, - "id": "7d0e2339-b6d8-4a1c-82df-20a34474d1e5", - "metadata": {}, - "outputs": [], - "source": [ - "for r in community.merged_model.get_exchange_reactions():\n", - " rxn = community.merged_model.reactions[r]\n", - " v = res.values[r]\n", - " cpd = community.merged_model.metabolites[rxn.get_substrates()[0]]\n", - " if v != 0.0:\n", - " print(rxn, res.values[r], cpd)" - ] - }, - { - "cell_type": "code", - "execution_count": 204, - "id": "4259b7b0-8473-4cf4-9e27-5065d06c0eaf", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Objective: 226.12620821909735\n", - "Status: Optimal" - ] - }, - "execution_count": 204, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "res = FBA(community.merged_model)\n", - "res" - ] - }, - { - "cell_type": "code", - "execution_count": 208, - "id": "c3a70762-97fa-473b-8e8d-fef24d9fe21e", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "107.39020553433991" - ] - }, - "execution_count": 208, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "res.values['bio1_m3']" - ] - }, - { - "cell_type": "code", - "execution_count": 245, - "id": "813f85e0-8f60-4ac0-8585-a3cd8b00e7b9", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Community growth: 0.1337890625\n", - "m1\t0.8266163263281691\n", - "m2\t4.6750838237024996e-05\n", - "m3\t0.17333692283359406" - ] - }, - "execution_count": 245, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "communitySolution2 = SteadyCom(community)\n", - "communitySolution2" - ] - }, - { - "cell_type": "code", - "execution_count": 169, - "id": "69c321d4-0635-4f63-a0bb-8950bd1a318b", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{('m3', 'cpd00067_e0'): 99.99999999999864,\n", - " ('m3', 'cpd00971_e0'): -100.0,\n", - " ('m3', 'cpd00001_e0'): 100.0,\n", - " ('m3', 'cpd00063_e0'): -100.0,\n", - " ('m3', 'cpd00058_e0'): -100.0,\n", - " ('m3', 'cpd00013_e0'): -1.1368683772161603e-13,\n", - " ('m3', 'cpd10515_e0'): -100.0,\n", - " ('m3', 'cpd00009_e0'): -100.0,\n", - " ('m3', 'cpd00034_e0'): -100.0,\n", - " ('m3', 'cpd00254_e0'): -100.0,\n", - " ('m3', 'cpd10516_e0'): -100.0,\n", - " ('m3', 'cpd00099_e0'): -100.0,\n", - " ('m3', 'cpd00205_e0'): -99.99999999999989,\n", - " ('m3', 'cpd00011_e0'): 100.0,\n", - " ('m3', 'cpd00030_e0'): -100.0,\n", - " ('m3', 'cpd00149_e0'): -100.0,\n", - " ('m3', 'cpd00048_e0'): -100.0,\n", - " ('m3', 'cpd00176_e0'): 1000.0,\n", - " ('m3', 'cpd03724_e0'): 1000.0,\n", - " ('m3', 'cpd08306_e0'): 1000.0,\n", - " ('m3', 'cpd01242_e0'): 1000.0,\n", - " ('m3', 'cpd00226_e0'): 968.1920333305909,\n", - " ('m3', 'cpd08305_e0'): 1000.0,\n", - " ('m3', 'cpd00158_e0'): 1000.0}" - ] - }, - "execution_count": 169, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "#communitySolution2 = SteadyCom(community)\n", - "communitySolution2.compute_exchanges()" - ] - }, - { - "cell_type": "code", - "execution_count": 87, - "id": "d1c3897a-03b0-41f5-ba10-f2e82dcfc34b", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "R_EX_cpd11582_e0\t-10\tinf\n", - "R_EX_cpd00129_e0\t-10\tinf\n", - "R_EX_cpd00067_e0\t-10\tinf\n", - "R_EX_cpd00001_e0\t-10\tinf" - ] - }, - "execution_count": 87, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "env_co2 = Environment.from_compounds(['R_EX_cpd11582_e0', 'R_EX_cpd00129_e0', 'R_EX_cpd00067_e0', 'R_EX_cpd00001_e0'], fmt_func=lambda x: x, max_uptake=10)\n", - "env_co2" - ] - }, - { - "cell_type": "code", - "execution_count": 88, - "id": "955b4901", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Community growth: 31.26171875\n", - "m1\t1.0" - ] - }, - "execution_count": 88, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "communitySolution2 = SteadyCom(community, env_co2)\n", - "communitySolution2" - ] - }, - { - "cell_type": "code", - "execution_count": 89, - "id": "d0d22d4a-0c77-4460-97a6-945b46b60994", - "metadata": {}, - "outputs": [], - "source": [ - "#communitySolution2.exchange" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d300fc75-e5f6-4a7b-a9f4-6b08254c2517", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "c5de0c95-2880-4d3c-af87-9878f5617e24", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{ + "cells": [ + { + "cell_type": "markdown", + "id": "1dda7cb0", + "metadata": {}, + "source": [ + "# SteadyCom Example" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "82f3ff22", + "metadata": {}, + "outputs": [], + "source": [ + "from reframed import load_cbmodel, from_cobrapy, Community, SteadyCom, Environment, FBA" + ] + }, + { + "cell_type": "markdown", + "id": "ab180067-d764-4af0-b8c1-3f66e06df189", + "metadata": {}, + "source": [ + "### load from SBML file" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "627947ce-2978-43a6-8f86-3a3a045a35c8", + "metadata": {}, + "outputs": [], + "source": [ + "model1 = load_cbmodel('Acetobacterium_MES1.electrosynthesis.edited.xml',flavor='bigg')\n", + "model1.id = 'm1'\n", + "model2 = load_cbmodel('Sulfurospirillum_MES13.autotroph.edited.xml',flavor='bigg')\n", + "model2.id = 'm2'\n", + "model3 = load_cbmodel('Desulfovibrio_MES4.autotroph.edited.v2.xml',flavor='bigg')\n", + "model3.id = 'm3'" + ] + }, + { + "cell_type": "markdown", + "id": "72b32d67-2ff9-4de2-8b12-be86d015e040", + "metadata": {}, + "source": [ + "kbase.get_from_ws: cobrakbase.core.kbasefba.fbamodel.FBAModel -> cobra.core.model.Model \n", + "\n", + "from_cobrapy: cobra.core.model.Model -> reframed.core.cbmodel.CBModel\n", + "\n", + "Community(str, [reframed.core.cbmodel.CBModel])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "45d4e8f6-15f3-4693-a6bb-8550d2f4299d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.8\n" + ] + } + ], + "source": [ + "import cobrakbase\n", + "kbase = cobrakbase.KBaseAPI()\n", + "ws = 93204" + ] + }, + { + "cell_type": "markdown", + "id": "7f7fb686-18fe-44e5-936b-ac8f723712cc", + "metadata": {}, + "source": [ + "### load from KBase" + ] + }, + { + "cell_type": "code", + "execution_count": 236, + "id": "7754eb60-0d9d-4ee0-bc38-e0a9932d653c", + "metadata": {}, + "outputs": [], + "source": [ + "import cobrakbase\n", + "from reframed.core.model import ReactionType\n", + "kbase = cobrakbase.KBaseAPI()\n", + "ws = 93204\n", + "model1 = from_cobrapy(kbase.get_from_ws('Acetobacterium_MES1.electrosynthesis.edited', 93204))\n", + "model1.id = 'm1'\n", + "model1.compartments.e0.external = True\n", + "model2 = from_cobrapy(kbase.get_from_ws('Sulfurospirillum_MES13.autotroph.edited', 93204))\n", + "model2.id = 'm2'\n", + "model2.compartments.e0.external = True\n", + "model3 = from_cobrapy(kbase.get_from_ws('Desulfovibrio_MES4.autotroph.edited.v2', 93204))\n", + "model3.id = 'm3'\n", + "model3.compartments.e0.external = True\n", + "for rxn_id in model1.reactions:\n", + " if 'EX_' in rxn_id:\n", + " rxn = model1.reactions[rxn_id]\n", + " rxn.reaction_type = ReactionType.EXCHANGE\n", + "for rxn_id in model2.reactions:\n", + " if 'EX_' in rxn_id:\n", + " rxn = model2.reactions[rxn_id]\n", + " rxn.reaction_type = ReactionType.EXCHANGE\n", + "for rxn_id in model3.reactions:\n", + " if 'EX_' in rxn_id:\n", + " rxn = model3.reactions[rxn_id]\n", + " rxn.reaction_type = ReactionType.EXCHANGE" + ] + }, + { + "cell_type": "code", + "execution_count": 232, + "id": "8b3e923b-2394-4620-b0c0-7388c3bc80c1", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "321bd9d0-69d1-479b-9d10-5384cf1a4356", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2a7f4222-90ac-4bfd-8809-8ae020a899d6", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 140, + "id": "249a2d30-8159-43d6-9f1d-6bb50f8d0ffd", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'bio1'" + ] + }, + "execution_count": 140, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model1.biomass_reaction" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "97a681e3-73e9-4353-a660-abc60d962f25", + "metadata": {}, + "outputs": [], + "source": [ + "model1 = load_cbmodel('Acetobacterium_MES1.electrosynthesis.edited.xml',flavor='bigg')\n", + "model1.id = 'm1'" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "7a70e136-2e61-48d6-aab0-7060b1c30959", + "metadata": {}, + "outputs": [], + "source": [ + "#model1.get_exchange_reactions()" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "8f260143-691d-48c5-91ad-9667aa56f55d", + "metadata": {}, + "outputs": [], + "source": [ + "model1_cobra = kbase.get_from_ws('Acetobacterium_MES1.electrosynthesis.edited', 93204)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "eceadfdc-9f5c-4be9-984a-dc71fbc02498", + "metadata": {}, + "outputs": [], + "source": [ + "model1_cobra.medium = {\n", + " 'EX_cpd00161_e0': 1000,\n", + " 'EX_cpd00012_e0': 1000,\n", + " 'EX_cpd11579_e0': 1000,\n", + " 'EX_cpd00635_e0': 1000,\n", + " 'EX_cpd00215_e0': 1000,\n", + " 'EX_cpd03453_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00122_e0': 1000,\n", + " 'EX_cpd00588_e0': 1000,\n", + " 'EX_cpd00039_e0': 1000,\n", + " 'EX_cpd00023_e0': 1000\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "f80f3eec-7320-4a1a-abe6-3ee0293d3af9", + "metadata": {}, + "outputs": [], + "source": [ + "model1_cobra.medium = media" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "667d70ae-2c69-496c-986a-e86959e552cb", + "metadata": {}, + "outputs": [], + "source": [ + "model1 = from_cobrapy(model1_cobra)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "8018edac-3a6c-451f-9855-b2138960d94f", + "metadata": {}, + "outputs": [], + "source": [ + "from cobra.test import create_test_model" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "9a514573-8ea2-4f14-9e93-910a4414f44d", + "metadata": {}, + "outputs": [], + "source": [ + "test_model = from_cobrapy(create_test_model('textbook'))" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "af9400bf-a265-49be-b6b8-2ce1fea20cc3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "test_model.get_exchange_reactions()" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "398016f6-7043-47ac-85e1-d1bf724930a7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model1.get_external_metabolites()" + ] + }, + { + "cell_type": "markdown", + "id": "8ef9ceb8-44a7-42a2-82c2-cdf68ce1ef35", + "metadata": {}, + "source": [ + "# pip list | grep reframed" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "06edf9e5-29dd-4a8b-8552-bf65ee0932b9", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 0.13343955928842335

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd00009_e0EX_cpd00009_e00.166200.00%
cpd00011_e0EX_cpd00011_e051100.00%
cpd00013_e0EX_cpd00013_e01.0100.00%
cpd00030_e0EX_cpd00030_e00.000960100.00%
cpd00034_e0EX_cpd00034_e00.000960100.00%
cpd00048_e0EX_cpd00048_e00.0294700.00%
cpd00058_e0EX_cpd00058_e00.000960100.00%
cpd00063_e0EX_cpd00063_e00.000960100.00%
cpd00067_e0EX_cpd00067_e033.900.00%
cpd00099_e0EX_cpd00099_e00.000960100.00%
cpd00149_e0EX_cpd00149_e00.000960100.00%
cpd00205_e0EX_cpd00205_e00.000960100.00%
cpd00254_e0EX_cpd00254_e00.000960100.00%
cpd10515_e0EX_cpd10515_e00.00384100.00%
cpd17041_c0rxn13782_c00.133400.00%
cpd17042_c0rxn13783_c00.133400.00%
cpd17043_c0rxn13784_c00.133400.00%

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0-19.6100.00%
cpd00069_e0EX_cpd00069_e0-0.0088029100.00%
cpd11416_c0SK_cpd11416_c0-0.133400.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model1_cobra.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "368e66ea-b5ec-4118-8c27-8cbbf4d0590b", + "metadata": {}, + "outputs": [], + "source": [ + "from cobra.core import Model" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "272a32e1-6851-4390-a2f7-210bdfad15a0", + "metadata": {}, + "outputs": [], + "source": [ + "model = Model()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "b730354c-ef17-423a-9c38-d71f0c2b71b7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "cobra.core.model.Model" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "type(model)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "b0205c64-88d5-4697-978a-1e5117d38bbe", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
NameAcetobacterium_MES1.electrosynthesis.2021
Memory address0x07f493a34e790
Number of metabolites1134
Number of reactions1207
Number of groups0
Objective expression1.0*bio1 - 1.0*bio1_reverse_b18f7
Compartmentsc0, e0
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model1_cobra" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cbb3caff-c27b-4c2a-9ab0-b6bdfc8e1032", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f8872fb6-c1c8-4bb2-afd4-a41c896e7e8a", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "ed97105a-e580-49f9-a4d0-807c8448deef", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Objective: 38.12428316739254\n", + "Status: Optimal" + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "FBA(model1)" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "bc114dc1-bf8a-4112-ae3a-7b0ebaf04a4a", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 38.124283167392576

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd00007_e0EX_cpd00007_e00.685800.00%
cpd00009_e0EX_cpd00009_e013.0500.00%
cpd00017_e0EX_cpd00017_e00.2743150.04%
cpd00023_e0EX_cpd00023_e060.0953.12%
cpd00027_e0EX_cpd00027_e012.6360.79%
cpd00028_e0EX_cpd00028_e00.2743340.10%
cpd00030_e0EX_cpd00030_e00.274300.00%
cpd00034_e0EX_cpd00034_e00.274300.00%
cpd00039_e0EX_cpd00039_e012.3460.77%
cpd00048_e0EX_cpd00048_e00.274300.00%
cpd00051_e0EX_cpd00051_e07.37360.46%
cpd00054_e0EX_cpd00054_e024.5530.76%
cpd00058_e0EX_cpd00058_e00.274300.00%
cpd00060_e0EX_cpd00060_e04.32750.22%
cpd00063_e0EX_cpd00063_e00.274300.00%
cpd00065_e0EX_cpd00065_e02.078110.24%
cpd00066_e0EX_cpd00066_e06.71790.63%
cpd00067_e0EX_cpd00067_e0100000.00%
cpd00080_e0EX_cpd00080_e034.4431.07%
cpd00082_e0EX_cpd00082_e0508.9631.68%
cpd00092_e0EX_cpd00092_e03.37140.14%
cpd00099_e0EX_cpd00099_e00.274300.00%
cpd00104_e0EX_cpd00104_e00.2743100.03%
cpd00118_e0EX_cpd00118_e00.274340.01%
cpd00119_e0EX_cpd00119_e03.12460.19%
cpd00138_e0EX_cpd00138_e010.6260.66%
cpd00149_e0EX_cpd00149_e00.274300.00%
cpd00156_e0EX_cpd00156_e011.7350.61%
cpd00205_e0EX_cpd00205_e00.274300.00%
cpd00215_e0EX_cpd00215_e00.274380.02%
cpd00218_e0EX_cpd00218_e00.548660.03%
cpd00220_e0EX_cpd00220_e00.8229170.15%
cpd00254_e0EX_cpd00254_e00.274300.00%
cpd00264_e0EX_cpd00264_e00.274370.02%
cpd00276_e0EX_cpd00276_e07.59160.47%
cpd00322_e0EX_cpd00322_e010.3160.64%
cpd00644_e0EX_cpd00644_e00.548690.05%
cpd00731_e0EX_cpd00731_e00.11860.01%
cpd01017_e0EX_cpd01017_e03.26950.17%
cpd10516_e0EX_cpd10516_e0100000.00%
cpd11580_e0EX_cpd11580_e0192.2713.96%
cpd11581_e0EX_cpd11581_e065.3164.07%
cpd11583_e0EX_cpd11583_e013.2591.24%
cpd11588_e0EX_cpd11588_e06.13970.45%
cpd11593_e0EX_cpd11593_e0512.3737.21%
cpd17041_c0rxn13782_c038.1200.00%
cpd17042_c0rxn13783_c038.1200.00%
cpd17043_c0rxn13784_c038.1200.00%

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0-100000.00%
cpd00011_e0EX_cpd00011_e0-579.217.04%
cpd00013_e0EX_cpd00013_e0-100000.00%
cpd00029_e0EX_cpd00029_e0-1000224.31%
cpd00033_e0EX_cpd00033_e0-253.626.17%
cpd00035_e0EX_cpd00035_e0-507.4318.50%
cpd00047_e0EX_cpd00047_e0-862.4110.48%
cpd00069_e0EX_cpd00069_e0-4.73690.52%
cpd00159_e0EX_cpd00159_e0-904332.97%
cpd10515_e0EX_cpd10515_e0-999.200.00%
cpd11416_c0SK_cpd11416_c0-38.1200.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model1_cobra.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 97, + "id": "96b5950c-0bd4-4ecf-be4c-30d035f65a1d", + "metadata": {}, + "outputs": [], + "source": [ + "merged_model = community.merged_model" + ] + }, + { + "cell_type": "code", + "execution_count": 98, + "id": "9213fc39-063e-4d74-8a07-be2f8597788f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 98, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "merged_model.get_exchange_reactions()" + ] + }, + { + "cell_type": "code", + "execution_count": 100, + "id": "fb98bb43-3c08-4e95-a81c-f58724b36214", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3479" + ] + }, + "execution_count": 100, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(merged_model.reactions)" + ] + }, + { + "cell_type": "code", + "execution_count": 105, + "id": "1de243f6-e1c5-4301-8852-e85c6bbe465e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 105, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7cfe54d8-21e4-40ec-94fb-4c81e4798a7e", + "metadata": {}, + "outputs": [], + "source": [ + "merged_model.r" + ] + }, + { + "cell_type": "code", + "execution_count": 237, + "id": "4f5e41c6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Community growth: 107.38671875\n", + "m1\t0.0\n", + "m2\t0.0\n", + "m3\t1.0\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.8/site-packages/reframed/community/SteadyCom.py:169 \u001b[1;31mUserWarning\u001b[0m: Max iterations exceeded.\n" + ] + } + ], + "source": [ + "community = Community('electro.community',[model1, model2, model3])\n", + "merged_model = community.merged_model\n", + "communitySolution = SteadyCom(community)\n", + "\n", + "# cross_all = communitySolution.cross_feeding()\n", + "# for i in cross_all:\n", + "# print(i)\n", + "\n", + "print(communitySolution)" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "id": "71ab6939-1ff8-498b-a1a1-efb90317d45f", + "metadata": {}, + "outputs": [], + "source": [ + "merged_model.biomass_reaction = 'bio1_m1'" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "id": "22740170-696f-439f-bc7f-e03a38f520a8", + "metadata": {}, + "outputs": [], + "source": [ + "#merged_model.reactions.bio1_m1" + ] + }, + { + "cell_type": "code", + "execution_count": 113, + "id": "f58a86f3-2089-45e9-aa0c-717d056cbe19", + "metadata": {}, + "outputs": [], + "source": [ + "merged_model.reactions.R_EX_cpd11576_e0.set_flux_bounds(0, 1000)" + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "id": "aaf66e48-41b9-4340-8df3-d9a722116b53", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['community_growth']" + ] + }, + "execution_count": 143, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "merged_model.get_metabolite_consumers('community_biomass')" + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "id": "c104360b-0b6a-414f-bfaa-2d66c4633396", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['bio1_m1', 'bio1_m2', 'bio1_m3']" + ] + }, + "execution_count": 144, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "merged_model.get_metabolite_producers('community_biomass')" + ] + }, + { + "cell_type": "code", + "execution_count": 145, + "id": "d1418b14-7dfe-4739-a8c1-c8fd75fa3c8c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Objective: 226.12620821909715\n", + "Status: Optimal" + ] + }, + "execution_count": 145, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "FBA(merged_model)" + ] + }, + { + "cell_type": "code", + "execution_count": 142, + "id": "186ec591-de03-4c68-bf32-27b886365a0c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Total community biomass" + ] + }, + "execution_count": 142, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "merged_model.metabolites.community_biomass" + ] + }, + { + "cell_type": "code", + "execution_count": 135, + "id": "58d91d69-0ed7-406a-a063-795d6492fe4d", + "metadata": {}, + "outputs": [], + "source": [ + "community.merged_model.set_objective({'community_growth': -1})" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "id": "c547511c-32ed-48a6-976a-235b71e783c7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Community growth: 107.38671875\n", + "m1\t0.0\n", + "m2\t0.0\n", + "m3\t1.0\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.8/site-packages/reframed/community/SteadyCom.py:169 \u001b[1;31mUserWarning\u001b[0m: Max iterations exceeded.\n" + ] + } + ], + "source": [ + "communitySolution = SteadyCom(community)\n", + "print(communitySolution)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "5175a794-2e55-4256-b0e7-82d49a94fc4e", + "metadata": {}, + "outputs": [], + "source": [ + "#communitySolution.print_exchanges()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "825bffb8", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "None\n" + ] + } + ], + "source": [ + "print(communitySolution.print_external_fluxes())" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "59b54618", + "metadata": {}, + "outputs": [], + "source": [ + "# print(communitySolution.print_internal_fluxes('m1'))" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "d80f0006", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "None\n" + ] + } + ], + "source": [ + "print(communitySolution.print_exchanges())" + ] + }, + { + "cell_type": "code", + "execution_count": 149, + "id": "db19d933", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Community growth: 107.38671875\n", + "m1\t0.0\n", + "m2\t0.0\n", + "m3\t1.0\n" + ] + } + ], + "source": [ + "# WITH ENVIRONMENT\n", + "env = Environment.complete(community.merged_model, inplace=False)\n", + "communitySolution2 = SteadyCom(community,env)\n", + "\n", + "print(communitySolution2)" + ] + }, + { + "cell_type": "code", + "execution_count": 147, + "id": "5bc9d63c-0b04-45c9-8fc7-6b30a17685ca", + "metadata": {}, + "outputs": [], + "source": [ + "media = kbase.get_from_ws('CO2_minimal', ws)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9909f076-55e3-4e9b-9a27-0a3883e286d3", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "94ab1832-dae8-4315-b5c5-06c4c0c27e90", + "metadata": {}, + "outputs": [], + "source": [ + "#print(communitySolution.print_exchanges())" + ] + }, + { + "cell_type": "code", + "execution_count": 156, + "id": "716d3191-f3c7-40a3-94fe-8cf8ea312875", + "metadata": {}, + "outputs": [], + "source": [ + "rxn = community.merged_model.reactions[r]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "48d90444-c79d-4ba1-9eb1-199dce0a7f76", + "metadata": {}, + "outputs": [], + "source": [ + "rxn.set_flux_bounds(-1000, 0)" + ] + }, + { + "cell_type": "code", + "execution_count": 243, + "id": "5a59c3db-5afd-473e-a9aa-080801f4a86d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Objective: 0.2678047820357558\n", + "Status: Optimal" + ] + }, + "execution_count": 243, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "media_const = media.get_media_constraints()\n", + "for r in community.merged_model.get_exchange_reactions():\n", + " rxn = community.merged_model.reactions[r]\n", + " if r[5:] in media_const:\n", + " lb, ub = media_const[r[5:]]\n", + " rxn.set_flux_bounds(lb, ub)\n", + " else:\n", + " rxn.set_flux_bounds(0, 1000)\n", + "res = FBA(community.merged_model)\n", + "res" + ] + }, + { + "cell_type": "code", + "execution_count": 239, + "id": "3ad3e1a9-00b7-43d8-8f64-615b59e56c02", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Objective: 0.0\n", + "Status: Optimal" + ] + }, + "execution_count": 239, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "for r in community.merged_model.get_exchange_reactions():\n", + " rxn = community.merged_model.reactions[r]\n", + " rxn.set_flux_bounds(0, 0)\n", + "res = FBA(community.merged_model)\n", + "res" + ] + }, + { + "cell_type": "code", + "execution_count": 244, + "id": "1608fe04-8890-42dc-88fa-db30dd8edce0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Objective: 0.2678047820357558\n", + "Status: Optimal" + ] + }, + "execution_count": 244, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "community.merged_model.set_objective({'community_growth': 1})\n", + "res = FBA(community.merged_model)\n", + "res" + ] + }, + { + "cell_type": "code", + "execution_count": 222, + "id": "d3a54e42-7b16-4dff-92dc-1a069bb89cfd", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "45.65937352992398" + ] + }, + "execution_count": 222, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res.values['bio1_m1']" + ] + }, + { + "cell_type": "code", + "execution_count": 238, + "id": "424b85ee-c44a-428c-a864-a39df4151993", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "community_growth: community_biomass --> @1\n", + "rxn13783_c0_m1: --> cpd17042_c0_m1 [0, 1000]\n", + "rxn13784_c0_m1: --> cpd17043_c0_m1 [0, 1000]\n", + "rxn13782_c0_m1: --> cpd17041_c0_m1 [0, 1000]\n", + "SK_cpd15302_c0_m1: cpd15302_c0_m1 --> [0, 1000]\n", + "SK_cpd11416_c0_m1: cpd11416_c0_m1 --> [0, 1000]\n", + "rxn13783_c0_m2: --> cpd17042_c0_m2 [0, 1000]\n", + "rxn13784_c0_m2: --> cpd17043_c0_m2 [0, 1000]\n", + "rxn13782_c0_m2: --> cpd17041_c0_m2 [0, 1000]\n", + "SK_cpd02701_c0_m2: cpd02701_c0_m2 --> [0, 1000]\n", + "SK_cpd11416_c0_m2: cpd11416_c0_m2 --> [0, 1000]\n", + "rxn13783_c0_m3: --> cpd17042_c0_m3 [0, 1000]\n", + "rxn13784_c0_m3: --> cpd17043_c0_m3 [0, 1000]\n", + "rxn13782_c0_m3: --> cpd17041_c0_m3 [0, 1000]\n", + "SK_cpd02701_c0_m3: cpd02701_c0_m3 --> [0, 1000]\n", + "SK_cpd15302_c0_m3: cpd15302_c0_m3 --> [0, 1000]\n", + "SK_cpd11416_c0_m3: cpd11416_c0_m3 --> [0, 1000]\n", + "R_EX_cpd11576_e0: cpd11576_e0 <-> \n", + "R_EX_cpd04097_e0: cpd04097_e0 <-> \n", + "R_EX_cpd00067_e0: cpd00067_e0 <-> \n", + "R_EX_cpd11597_e0: cpd11597_e0 <-> \n", + "R_EX_cpd11585_e0: cpd11585_e0 <-> \n", + "R_EX_cpd11582_e0: cpd11582_e0 <-> \n", + "R_EX_cpd00012_e0: cpd00012_e0 <-> \n", + "R_EX_cpd11586_e0: cpd11586_e0 <-> \n", + "R_EX_cpd01030_e0: cpd01030_e0 <-> \n", + "R_EX_cpd00129_e0: cpd00129_e0 <-> \n", + "R_EX_cpd00971_e0: cpd00971_e0 <-> \n", + "R_EX_cpd01012_e0: cpd01012_e0 <-> \n", + "R_EX_cpd00635_e0: cpd00635_e0 <-> \n", + "R_EX_cpd00276_e0: cpd00276_e0 <-> \n", + "R_EX_cpd00082_e0: cpd00082_e0 <-> \n", + "R_EX_cpd00080_e0: cpd00080_e0 <-> \n", + "R_EX_cpd00001_e0: cpd00001_e0 <-> \n", + "R_EX_cpd00023_e0: cpd00023_e0 <-> \n", + "R_EX_cpd00063_e0: cpd00063_e0 <-> \n", + "R_EX_cpd00058_e0: cpd00058_e0 <-> \n", + "R_EX_cpd00107_e0: cpd00107_e0 <-> \n", + "R_EX_cpd00314_e0: cpd00314_e0 <-> \n", + "R_EX_cpd11595_e0: cpd11595_e0 <-> \n", + "R_EX_cpd01017_e0: cpd01017_e0 <-> \n", + "R_EX_cpd00013_e0: cpd00013_e0 <-> \n", + "R_EX_cpd00244_e0: cpd00244_e0 <-> \n", + "R_EX_cpd11578_e0: cpd11578_e0 <-> \n", + "R_EX_cpd10515_e0: cpd10515_e0 <-> \n", + "R_EX_cpd00179_e0: cpd00179_e0 <-> \n", + "R_EX_cpd11591_e0: cpd11591_e0 <-> \n", + "R_EX_cpd00009_e0: cpd00009_e0 <-> \n", + "R_EX_cpd00060_e0: cpd00060_e0 <-> \n", + "R_EX_cpd00034_e0: cpd00034_e0 <-> \n", + "R_EX_cpd11593_e0: cpd11593_e0 <-> \n", + "R_EX_cpd00076_e0: cpd00076_e0 <-> \n", + "R_EX_cpd00322_e0: cpd00322_e0 <-> \n", + "R_EX_cpd03198_e0: cpd03198_e0 <-> \n", + "R_EX_cpd11579_e0: cpd11579_e0 <-> \n", + "R_EX_cpd01171_e0: cpd01171_e0 <-> \n", + "R_EX_cpd00210_e0: cpd00210_e0 <-> \n", + "R_EX_cpd15605_e0: cpd15605_e0 <-> \n", + "R_EX_cpd00264_e0: cpd00264_e0 <-> \n", + "R_EX_cpd00637_e0: cpd00637_e0 <-> \n", + "R_EX_cpd00122_e0: cpd00122_e0 <-> \n", + "R_EX_cpd15603_e0: cpd15603_e0 <-> \n", + "R_EX_cpd03696_e0: cpd03696_e0 <-> \n", + "R_EX_cpd00118_e0: cpd00118_e0 <-> \n", + "R_EX_cpd11580_e0: cpd11580_e0 <-> \n", + "R_EX_cpd00220_e0: cpd00220_e0 <-> \n", + "R_EX_cpd00588_e0: cpd00588_e0 <-> \n", + "R_EX_cpd00423_e0: cpd00423_e0 <-> \n", + "R_EX_cpd00254_e0: cpd00254_e0 <-> \n", + "R_EX_cpd11574_e0: cpd11574_e0 <-> \n", + "R_EX_cpd00138_e0: cpd00138_e0 <-> \n", + "R_EX_cpd00159_e0: cpd00159_e0 <-> \n", + "R_EX_cpd03048_e0: cpd03048_e0 <-> \n", + "R_EX_cpd11596_e0: cpd11596_e0 <-> \n", + "R_EX_cpd00540_e0: cpd00540_e0 <-> \n", + "R_EX_cpd00047_e0: cpd00047_e0 <-> \n", + "R_EX_cpd15606_e0: cpd15606_e0 <-> \n", + "R_EX_cpd10516_e0: cpd10516_e0 <-> \n", + "R_EX_cpd01914_e0: cpd01914_e0 <-> \n", + "R_EX_cpd00099_e0: cpd00099_e0 <-> \n", + "R_EX_cpd00531_e0: cpd00531_e0 <-> \n", + "R_EX_cpd11583_e0: cpd11583_e0 <-> \n", + "R_EX_cpd00209_e0: cpd00209_e0 <-> \n", + "R_EX_cpd00395_e0: cpd00395_e0 <-> \n", + "R_EX_cpd11589_e0: cpd11589_e0 <-> \n", + "R_EX_cpd00027_e0: cpd00027_e0 <-> \n", + "R_EX_cpd11575_e0: cpd11575_e0 <-> \n", + "R_EX_cpd00794_e0: cpd00794_e0 <-> \n", + "R_EX_cpd09878_e0: cpd09878_e0 <-> \n", + "R_EX_cpd11588_e0: cpd11588_e0 <-> \n", + "R_EX_cpd15604_e0: cpd15604_e0 <-> \n", + "R_EX_cpd00104_e0: cpd00104_e0 <-> \n", + "R_EX_cpd00205_e0: cpd00205_e0 <-> \n", + "R_EX_cpd00007_e0: cpd00007_e0 <-> \n", + "R_EX_cpd03424_e0: cpd03424_e0 <-> \n", + "R_EX_cpd00098_e0: cpd00098_e0 <-> \n", + "R_EX_cpd11592_e0: cpd11592_e0 <-> \n", + "R_EX_cpd00156_e0: cpd00156_e0 <-> \n", + "R_EX_cpd08023_e0: cpd08023_e0 <-> \n", + "R_EX_cpd11587_e0: cpd11587_e0 <-> \n", + "R_EX_cpd00092_e0: cpd00092_e0 <-> \n", + "R_EX_cpd00053_e0: cpd00053_e0 <-> \n", + "R_EX_cpd11590_e0: cpd11590_e0 <-> \n", + "R_EX_cpd11581_e0: cpd11581_e0 <-> \n", + "R_EX_cpd00116_e0: cpd00116_e0 <-> \n", + "R_EX_cpd11584_e0: cpd11584_e0 <-> \n", + "R_EX_cpd00039_e0: cpd00039_e0 <-> \n", + "R_EX_cpd00011_e0: cpd00011_e0 <-> \n", + "R_EX_cpd00166_e0: cpd00166_e0 <-> \n", + "R_EX_cpd00731_e0: cpd00731_e0 <-> \n", + "R_EX_cpd00180_e0: cpd00180_e0 <-> \n", + "R_EX_cpd03453_e0: cpd03453_e0 <-> \n", + "R_EX_cpd03726_e0: cpd03726_e0 <-> \n", + "R_EX_cpd00033_e0: cpd00033_e0 <-> \n", + "R_EX_cpd00119_e0: cpd00119_e0 <-> \n", + "R_EX_cpd00054_e0: cpd00054_e0 <-> \n", + "R_EX_cpd00035_e0: cpd00035_e0 <-> \n", + "R_EX_cpd00644_e0: cpd00644_e0 <-> \n", + "R_EX_cpd00028_e0: cpd00028_e0 <-> \n", + "R_EX_cpd00161_e0: cpd00161_e0 <-> \n", + "R_EX_cpd00041_e0: cpd00041_e0 <-> \n", + "R_EX_cpd00218_e0: cpd00218_e0 <-> \n", + "R_EX_cpd00066_e0: cpd00066_e0 <-> \n", + "R_EX_cpd00215_e0: cpd00215_e0 <-> \n", + "R_EX_cpd00393_e0: cpd00393_e0 <-> \n", + "R_EX_cpd00132_e0: cpd00132_e0 <-> \n", + "R_EX_cpd00305_e0: cpd00305_e0 <-> \n", + "R_EX_cpd00065_e0: cpd00065_e0 <-> \n", + "R_EX_cpd00069_e0: cpd00069_e0 <-> \n", + "R_EX_cpd00017_e0: cpd00017_e0 <-> \n", + "R_EX_cpd00051_e0: cpd00051_e0 <-> \n", + "R_EX_cpd00084_e0: cpd00084_e0 <-> \n", + "R_EX_cpd00030_e0: cpd00030_e0 <-> \n", + "R_EX_cpd00149_e0: cpd00149_e0 <-> \n", + "R_EX_cpd00029_e0: cpd00029_e0 <-> \n", + "R_EX_cpd00048_e0: cpd00048_e0 <-> \n", + "R_EX_cpd00106_e0: cpd00106_e0 <-> \n", + "R_EX_cpd00036_e0: cpd00036_e0 <-> \n", + "R_EX_cpd00246_e0: cpd00246_e0 <-> \n", + "R_EX_cpd00367_e0: cpd00367_e0 <-> \n", + "R_EX_cpd00184_e0: cpd00184_e0 <-> \n", + "R_EX_cpd00797_e0: cpd00797_e0 <-> \n", + "R_EX_cpd00438_e0: cpd00438_e0 <-> \n", + "R_EX_cpd00249_e0: cpd00249_e0 <-> \n", + "R_EX_cpd00130_e0: cpd00130_e0 <-> \n", + "R_EX_cpd00311_e0: cpd00311_e0 <-> \n", + "R_EX_cpd00024_e0: cpd00024_e0 <-> \n", + "R_EX_cpd00128_e0: cpd00128_e0 <-> \n", + "R_EX_cpd15574_e0: cpd15574_e0 <-> \n", + "R_EX_cpd02233_e0: cpd02233_e0 <-> \n", + "R_EX_cpd04098_e0: cpd04098_e0 <-> \n", + "R_EX_cpd00263_e0: cpd00263_e0 <-> \n", + "R_EX_cpd00075_e0: cpd00075_e0 <-> \n", + "R_EX_cpd00137_e0: cpd00137_e0 <-> \n", + "R_EX_cpd00176_e0: cpd00176_e0 <-> \n", + "R_EX_cpd00281_e0: cpd00281_e0 <-> \n", + "R_EX_cpd03724_e0: cpd03724_e0 <-> \n", + "R_EX_cpd08306_e0: cpd08306_e0 <-> \n", + "R_EX_cpd01242_e0: cpd01242_e0 <-> \n", + "R_EX_cpd15353_e0: cpd15353_e0 <-> \n", + "R_EX_cpd15352_e0: cpd15352_e0 <-> \n", + "R_EX_cpd00105_e0: cpd00105_e0 <-> \n", + "R_EX_cpd00226_e0: cpd00226_e0 <-> \n", + "R_EX_cpd08305_e0: cpd08305_e0 <-> \n", + "R_EX_cpd15499_e0: cpd15499_e0 <-> \n", + "R_EX_cpd15500_e0: cpd15500_e0 <-> \n", + "R_EX_cpd00158_e0: cpd00158_e0 <-> \n", + "R_EX_cpd15378_e0: cpd15378_e0 <-> \n" + ] + } + ], + "source": [ + "for rxn_id in community.merged_model.reactions:\n", + " rxn = community.merged_model.reactions[rxn_id]\n", + " if len(rxn.stoichiometry) == 1:\n", + " print(rxn)" + ] + }, + { + "cell_type": "code", + "execution_count": 226, + "id": "e0bce13f-0fe0-46a4-8710-e6e672b1954c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1" + ] + }, + "execution_count": 226, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 217, + "id": "e6ca9476-2d1b-44f8-be67-bdc8346354a2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'community_growth': 1}" + ] + }, + "execution_count": 217, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "community.merged_model.get_objective()" + ] + }, + { + "cell_type": "code", + "execution_count": 215, + "id": "cc3d9791-a41c-4413-a45b-5c538752d70f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "45.65937352992398" + ] + }, + "execution_count": 215, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res.values['bio1_m1']" + ] + }, + { + "cell_type": "code", + "execution_count": 203, + "id": "7d0e2339-b6d8-4a1c-82df-20a34474d1e5", + "metadata": {}, + "outputs": [], + "source": [ + "for r in community.merged_model.get_exchange_reactions():\n", + " rxn = community.merged_model.reactions[r]\n", + " v = res.values[r]\n", + " cpd = community.merged_model.metabolites[rxn.get_substrates()[0]]\n", + " if v != 0.0:\n", + " print(rxn, res.values[r], cpd)" + ] + }, + { + "cell_type": "code", + "execution_count": 204, + "id": "4259b7b0-8473-4cf4-9e27-5065d06c0eaf", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Objective: 226.12620821909735\n", + "Status: Optimal" + ] + }, + "execution_count": 204, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res = FBA(community.merged_model)\n", + "res" + ] + }, + { + "cell_type": "code", + "execution_count": 208, + "id": "c3a70762-97fa-473b-8e8d-fef24d9fe21e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "107.39020553433991" + ] + }, + "execution_count": 208, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res.values['bio1_m3']" + ] + }, + { + "cell_type": "code", + "execution_count": 245, + "id": "813f85e0-8f60-4ac0-8585-a3cd8b00e7b9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Community growth: 0.1337890625\n", + "m1\t0.8266163263281691\n", + "m2\t4.6750838237024996e-05\n", + "m3\t0.17333692283359406" + ] + }, + "execution_count": 245, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "communitySolution2 = SteadyCom(community)\n", + "communitySolution2" + ] + }, + { + "cell_type": "code", + "execution_count": 169, + "id": "69c321d4-0635-4f63-a0bb-8950bd1a318b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{('m3', 'cpd00067_e0'): 99.99999999999864,\n", + " ('m3', 'cpd00971_e0'): -100.0,\n", + " ('m3', 'cpd00001_e0'): 100.0,\n", + " ('m3', 'cpd00063_e0'): -100.0,\n", + " ('m3', 'cpd00058_e0'): -100.0,\n", + " ('m3', 'cpd00013_e0'): -1.1368683772161603e-13,\n", + " ('m3', 'cpd10515_e0'): -100.0,\n", + " ('m3', 'cpd00009_e0'): -100.0,\n", + " ('m3', 'cpd00034_e0'): -100.0,\n", + " ('m3', 'cpd00254_e0'): -100.0,\n", + " ('m3', 'cpd10516_e0'): -100.0,\n", + " ('m3', 'cpd00099_e0'): -100.0,\n", + " ('m3', 'cpd00205_e0'): -99.99999999999989,\n", + " ('m3', 'cpd00011_e0'): 100.0,\n", + " ('m3', 'cpd00030_e0'): -100.0,\n", + " ('m3', 'cpd00149_e0'): -100.0,\n", + " ('m3', 'cpd00048_e0'): -100.0,\n", + " ('m3', 'cpd00176_e0'): 1000.0,\n", + " ('m3', 'cpd03724_e0'): 1000.0,\n", + " ('m3', 'cpd08306_e0'): 1000.0,\n", + " ('m3', 'cpd01242_e0'): 1000.0,\n", + " ('m3', 'cpd00226_e0'): 968.1920333305909,\n", + " ('m3', 'cpd08305_e0'): 1000.0,\n", + " ('m3', 'cpd00158_e0'): 1000.0}" + ] + }, + "execution_count": 169, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#communitySolution2 = SteadyCom(community)\n", + "communitySolution2.compute_exchanges()" + ] + }, + { + "cell_type": "code", + "execution_count": 87, + "id": "d1c3897a-03b0-41f5-ba10-f2e82dcfc34b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "R_EX_cpd11582_e0\t-10\tinf\n", + "R_EX_cpd00129_e0\t-10\tinf\n", + "R_EX_cpd00067_e0\t-10\tinf\n", + "R_EX_cpd00001_e0\t-10\tinf" + ] + }, + "execution_count": 87, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "env_co2 = Environment.from_compounds(['R_EX_cpd11582_e0', 'R_EX_cpd00129_e0', 'R_EX_cpd00067_e0', 'R_EX_cpd00001_e0'], fmt_func=lambda x: x, max_uptake=10)\n", + "env_co2" + ] + }, + { + "cell_type": "code", + "execution_count": 88, + "id": "955b4901", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Community growth: 31.26171875\n", + "m1\t1.0" + ] + }, + "execution_count": 88, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "communitySolution2 = SteadyCom(community, env_co2)\n", + "communitySolution2" + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "id": "d0d22d4a-0c77-4460-97a6-945b46b60994", + "metadata": {}, + "outputs": [], + "source": [ + "#communitySolution2.exchange" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d300fc75-e5f6-4a7b-a9f4-6b08254c2517", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c5de0c95-2880-4d3c-af87-9878f5617e24", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Community Modeling/SteadyCom_Example.ipynb b/examples/Community Modeling/MSSteadyCom/SteadyCom_Example.ipynb copy similarity index 96% rename from examples/Community Modeling/SteadyCom_Example.ipynb rename to examples/Community Modeling/MSSteadyCom/SteadyCom_Example.ipynb copy index cf382410..ced80e4f 100644 --- a/examples/Community Modeling/SteadyCom_Example.ipynb +++ b/examples/Community Modeling/MSSteadyCom/SteadyCom_Example.ipynb copy @@ -1,2081 +1,2081 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "1dda7cb0", - "metadata": {}, - "source": [ - "# SteadyCom Example" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "82f3ff22", - "metadata": {}, - "outputs": [], - "source": [ - "from reframed import load_cbmodel, from_cobrapy, Community, SteadyCom, Environment, FBA" - ] - }, - { - "cell_type": "markdown", - "id": "ab180067-d764-4af0-b8c1-3f66e06df189", - "metadata": {}, - "source": [ - "### load from SBML file" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "627947ce-2978-43a6-8f86-3a3a045a35c8", - "metadata": {}, - "outputs": [], - "source": [ - "model1 = load_cbmodel('Acetobacterium_MES1.electrosynthesis.edited.xml',flavor='bigg')\n", - "model1.id = 'm1'\n", - "model2 = load_cbmodel('Sulfurospirillum_MES13.autotroph.edited.xml',flavor='bigg')\n", - "model2.id = 'm2'\n", - "model3 = load_cbmodel('Desulfovibrio_MES4.autotroph.edited.v2.xml',flavor='bigg')\n", - "model3.id = 'm3'" - ] - }, - { - "cell_type": "markdown", - "id": "72b32d67-2ff9-4de2-8b12-be86d015e040", - "metadata": {}, - "source": [ - "kbase.get_from_ws: cobrakbase.core.kbasefba.fbamodel.FBAModel -> cobra.core.model.Model \n", - "\n", - "from_cobrapy: cobra.core.model.Model -> reframed.core.cbmodel.CBModel\n", - "\n", - "Community(str, [reframed.core.cbmodel.CBModel])" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "45d4e8f6-15f3-4693-a6bb-8550d2f4299d", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.8\n" - ] - } - ], - "source": [ - "import cobrakbase\n", - "kbase = cobrakbase.KBaseAPI()\n", - "ws = 93204" - ] - }, - { - "cell_type": "markdown", - "id": "7f7fb686-18fe-44e5-936b-ac8f723712cc", - "metadata": {}, - "source": [ - "### load from KBase" - ] - }, - { - "cell_type": "code", - "execution_count": 236, - "id": "7754eb60-0d9d-4ee0-bc38-e0a9932d653c", - "metadata": {}, - "outputs": [], - "source": [ - "import cobrakbase\n", - "from reframed.core.model import ReactionType\n", - "kbase = cobrakbase.KBaseAPI()\n", - "ws = 93204\n", - "model1 = from_cobrapy(kbase.get_from_ws('Acetobacterium_MES1.electrosynthesis.edited', 93204))\n", - "model1.id = 'm1'\n", - "model1.compartments.e0.external = True\n", - "model2 = from_cobrapy(kbase.get_from_ws('Sulfurospirillum_MES13.autotroph.edited', 93204))\n", - "model2.id = 'm2'\n", - "model2.compartments.e0.external = True\n", - "model3 = from_cobrapy(kbase.get_from_ws('Desulfovibrio_MES4.autotroph.edited.v2', 93204))\n", - "model3.id = 'm3'\n", - "model3.compartments.e0.external = True\n", - "for rxn_id in model1.reactions:\n", - " if 'EX_' in rxn_id:\n", - " rxn = model1.reactions[rxn_id]\n", - " rxn.reaction_type = ReactionType.EXCHANGE\n", - "for rxn_id in model2.reactions:\n", - " if 'EX_' in rxn_id:\n", - " rxn = model2.reactions[rxn_id]\n", - " rxn.reaction_type = ReactionType.EXCHANGE\n", - "for rxn_id in model3.reactions:\n", - " if 'EX_' in rxn_id:\n", - " rxn = model3.reactions[rxn_id]\n", - " rxn.reaction_type = ReactionType.EXCHANGE" - ] - }, - { - "cell_type": "code", - "execution_count": 232, - "id": "8b3e923b-2394-4620-b0c0-7388c3bc80c1", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "321bd9d0-69d1-479b-9d10-5384cf1a4356", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "2a7f4222-90ac-4bfd-8809-8ae020a899d6", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 140, - "id": "249a2d30-8159-43d6-9f1d-6bb50f8d0ffd", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'bio1'" - ] - }, - "execution_count": 140, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model1.biomass_reaction" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "97a681e3-73e9-4353-a660-abc60d962f25", - "metadata": {}, - "outputs": [], - "source": [ - "model1 = load_cbmodel('Acetobacterium_MES1.electrosynthesis.edited.xml',flavor='bigg')\n", - "model1.id = 'm1'" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "7a70e136-2e61-48d6-aab0-7060b1c30959", - "metadata": {}, - "outputs": [], - "source": [ - "#model1.get_exchange_reactions()" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "id": "8f260143-691d-48c5-91ad-9667aa56f55d", - "metadata": {}, - "outputs": [], - "source": [ - "model1_cobra = kbase.get_from_ws('Acetobacterium_MES1.electrosynthesis.edited', 93204)" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "id": "eceadfdc-9f5c-4be9-984a-dc71fbc02498", - "metadata": {}, - "outputs": [], - "source": [ - "model1_cobra.medium = {\n", - " 'EX_cpd00161_e0': 1000,\n", - " 'EX_cpd00012_e0': 1000,\n", - " 'EX_cpd11579_e0': 1000,\n", - " 'EX_cpd00635_e0': 1000,\n", - " 'EX_cpd00215_e0': 1000,\n", - " 'EX_cpd03453_e0': 1000,\n", - " 'EX_cpd00011_e0': 1000,\n", - " 'EX_cpd00122_e0': 1000,\n", - " 'EX_cpd00588_e0': 1000,\n", - " 'EX_cpd00039_e0': 1000,\n", - " 'EX_cpd00023_e0': 1000\n", - "}" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "id": "f80f3eec-7320-4a1a-abe6-3ee0293d3af9", - "metadata": {}, - "outputs": [], - "source": [ - "model1_cobra.medium = media" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "id": "667d70ae-2c69-496c-986a-e86959e552cb", - "metadata": {}, - "outputs": [], - "source": [ - "model1 = from_cobrapy(model1_cobra)" - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "id": "8018edac-3a6c-451f-9855-b2138960d94f", - "metadata": {}, - "outputs": [], - "source": [ - "from cobra.test import create_test_model" - ] - }, - { - "cell_type": "code", - "execution_count": 44, - "id": "9a514573-8ea2-4f14-9e93-910a4414f44d", - "metadata": {}, - "outputs": [], - "source": [ - "test_model = from_cobrapy(create_test_model('textbook'))" - ] - }, - { - "cell_type": "code", - "execution_count": 47, - "id": "af9400bf-a265-49be-b6b8-2ce1fea20cc3", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 47, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "test_model.get_exchange_reactions()" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "id": "398016f6-7043-47ac-85e1-d1bf724930a7", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 42, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model1.get_external_metabolites()" - ] - }, - { - "cell_type": "markdown", - "id": "8ef9ceb8-44a7-42a2-82c2-cdf68ce1ef35", - "metadata": {}, - "source": [ - "# pip list | grep reframed" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "id": "06edf9e5-29dd-4a8b-8552-bf65ee0932b9", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 bio1 = 0.13343955928842335

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd00009_e0EX_cpd00009_e00.166200.00%
cpd00011_e0EX_cpd00011_e051100.00%
cpd00013_e0EX_cpd00013_e01.0100.00%
cpd00030_e0EX_cpd00030_e00.000960100.00%
cpd00034_e0EX_cpd00034_e00.000960100.00%
cpd00048_e0EX_cpd00048_e00.0294700.00%
cpd00058_e0EX_cpd00058_e00.000960100.00%
cpd00063_e0EX_cpd00063_e00.000960100.00%
cpd00067_e0EX_cpd00067_e033.900.00%
cpd00099_e0EX_cpd00099_e00.000960100.00%
cpd00149_e0EX_cpd00149_e00.000960100.00%
cpd00205_e0EX_cpd00205_e00.000960100.00%
cpd00254_e0EX_cpd00254_e00.000960100.00%
cpd10515_e0EX_cpd10515_e00.00384100.00%
cpd17041_c0rxn13782_c00.133400.00%
cpd17042_c0rxn13783_c00.133400.00%
cpd17043_c0rxn13784_c00.133400.00%

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0-19.6100.00%
cpd00069_e0EX_cpd00069_e0-0.0088029100.00%
cpd11416_c0SK_cpd11416_c0-0.133400.00%
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 33, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model1_cobra.summary()" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "368e66ea-b5ec-4118-8c27-8cbbf4d0590b", - "metadata": {}, - "outputs": [], - "source": [ - "from cobra.core import Model" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "272a32e1-6851-4390-a2f7-210bdfad15a0", - "metadata": {}, - "outputs": [], - "source": [ - "model = Model()" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "b730354c-ef17-423a-9c38-d71f0c2b71b7", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "cobra.core.model.Model" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "type(model)" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "id": "b0205c64-88d5-4697-978a-1e5117d38bbe", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
NameAcetobacterium_MES1.electrosynthesis.2021
Memory address0x07f493a34e790
Number of metabolites1134
Number of reactions1207
Number of groups0
Objective expression1.0*bio1 - 1.0*bio1_reverse_b18f7
Compartmentsc0, e0
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Objective

1.0 bio1 = 38.124283167392576

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd00007_e0EX_cpd00007_e00.685800.00%
cpd00009_e0EX_cpd00009_e013.0500.00%
cpd00017_e0EX_cpd00017_e00.2743150.04%
cpd00023_e0EX_cpd00023_e060.0953.12%
cpd00027_e0EX_cpd00027_e012.6360.79%
cpd00028_e0EX_cpd00028_e00.2743340.10%
cpd00030_e0EX_cpd00030_e00.274300.00%
cpd00034_e0EX_cpd00034_e00.274300.00%
cpd00039_e0EX_cpd00039_e012.3460.77%
cpd00048_e0EX_cpd00048_e00.274300.00%
cpd00051_e0EX_cpd00051_e07.37360.46%
cpd00054_e0EX_cpd00054_e024.5530.76%
cpd00058_e0EX_cpd00058_e00.274300.00%
cpd00060_e0EX_cpd00060_e04.32750.22%
cpd00063_e0EX_cpd00063_e00.274300.00%
cpd00065_e0EX_cpd00065_e02.078110.24%
cpd00066_e0EX_cpd00066_e06.71790.63%
cpd00067_e0EX_cpd00067_e0100000.00%
cpd00080_e0EX_cpd00080_e034.4431.07%
cpd00082_e0EX_cpd00082_e0508.9631.68%
cpd00092_e0EX_cpd00092_e03.37140.14%
cpd00099_e0EX_cpd00099_e00.274300.00%
cpd00104_e0EX_cpd00104_e00.2743100.03%
cpd00118_e0EX_cpd00118_e00.274340.01%
cpd00119_e0EX_cpd00119_e03.12460.19%
cpd00138_e0EX_cpd00138_e010.6260.66%
cpd00149_e0EX_cpd00149_e00.274300.00%
cpd00156_e0EX_cpd00156_e011.7350.61%
cpd00205_e0EX_cpd00205_e00.274300.00%
cpd00215_e0EX_cpd00215_e00.274380.02%
cpd00218_e0EX_cpd00218_e00.548660.03%
cpd00220_e0EX_cpd00220_e00.8229170.15%
cpd00254_e0EX_cpd00254_e00.274300.00%
cpd00264_e0EX_cpd00264_e00.274370.02%
cpd00276_e0EX_cpd00276_e07.59160.47%
cpd00322_e0EX_cpd00322_e010.3160.64%
cpd00644_e0EX_cpd00644_e00.548690.05%
cpd00731_e0EX_cpd00731_e00.11860.01%
cpd01017_e0EX_cpd01017_e03.26950.17%
cpd10516_e0EX_cpd10516_e0100000.00%
cpd11580_e0EX_cpd11580_e0192.2713.96%
cpd11581_e0EX_cpd11581_e065.3164.07%
cpd11583_e0EX_cpd11583_e013.2591.24%
cpd11588_e0EX_cpd11588_e06.13970.45%
cpd11593_e0EX_cpd11593_e0512.3737.21%
cpd17041_c0rxn13782_c038.1200.00%
cpd17042_c0rxn13783_c038.1200.00%
cpd17043_c0rxn13784_c038.1200.00%

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0-100000.00%
cpd00011_e0EX_cpd00011_e0-579.217.04%
cpd00013_e0EX_cpd00013_e0-100000.00%
cpd00029_e0EX_cpd00029_e0-1000224.31%
cpd00033_e0EX_cpd00033_e0-253.626.17%
cpd00035_e0EX_cpd00035_e0-507.4318.50%
cpd00047_e0EX_cpd00047_e0-862.4110.48%
cpd00069_e0EX_cpd00069_e0-4.73690.52%
cpd00159_e0EX_cpd00159_e0-904332.97%
cpd10515_e0EX_cpd10515_e0-999.200.00%
cpd11416_c0SK_cpd11416_c0-38.1200.00%
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 54, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model1_cobra.summary()" - ] - }, - { - "cell_type": "code", - "execution_count": 97, - "id": "96b5950c-0bd4-4ecf-be4c-30d035f65a1d", - "metadata": {}, - "outputs": [], - "source": [ - "merged_model = community.merged_model" - ] - }, - { - "cell_type": "code", - "execution_count": 98, - "id": "9213fc39-063e-4d74-8a07-be2f8597788f", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 98, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "merged_model.get_exchange_reactions()" - ] - }, - { - "cell_type": "code", - "execution_count": 100, - "id": "fb98bb43-3c08-4e95-a81c-f58724b36214", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "3479" - ] - }, - "execution_count": 100, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "len(merged_model.reactions)" - ] - }, - { - "cell_type": "code", - "execution_count": 105, - "id": "1de243f6-e1c5-4301-8852-e85c6bbe465e", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "True" - ] - }, - "execution_count": 105, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "7cfe54d8-21e4-40ec-94fb-4c81e4798a7e", - "metadata": {}, - "outputs": [], - "source": [ - "merged_model.r" - ] - }, - { - "cell_type": "code", - "execution_count": 237, - "id": "4f5e41c6", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Community growth: 107.38671875\n", - "m1\t0.0\n", - "m2\t0.0\n", - "m3\t1.0\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/site-packages/reframed/community/SteadyCom.py:169 \u001b[1;31mUserWarning\u001b[0m: Max iterations exceeded.\n" - ] - } - ], - "source": [ - "community = Community('electro.community',[model1, model2, model3])\n", - "merged_model = community.merged_model\n", - "communitySolution = SteadyCom(community)\n", - "\n", - "# cross_all = communitySolution.cross_feeding()\n", - "# for i in cross_all:\n", - "# print(i)\n", - "\n", - "print(communitySolution)" - ] - }, - { - "cell_type": "code", - "execution_count": 121, - "id": "71ab6939-1ff8-498b-a1a1-efb90317d45f", - "metadata": {}, - "outputs": [], - "source": [ - "merged_model.biomass_reaction = 'bio1_m1'" - ] - }, - { - "cell_type": "code", - "execution_count": 122, - "id": "22740170-696f-439f-bc7f-e03a38f520a8", - "metadata": {}, - "outputs": [], - "source": [ - "#merged_model.reactions.bio1_m1" - ] - }, - { - "cell_type": "code", - "execution_count": 113, - "id": "f58a86f3-2089-45e9-aa0c-717d056cbe19", - "metadata": {}, - "outputs": [], - "source": [ - "merged_model.reactions.R_EX_cpd11576_e0.set_flux_bounds(0, 1000)" - ] - }, - { - "cell_type": "code", - "execution_count": 143, - "id": "aaf66e48-41b9-4340-8df3-d9a722116b53", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['community_growth']" - ] - }, - "execution_count": 143, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "merged_model.get_metabolite_consumers('community_biomass')" - ] - }, - { - "cell_type": "code", - "execution_count": 144, - "id": "c104360b-0b6a-414f-bfaa-2d66c4633396", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['bio1_m1', 'bio1_m2', 'bio1_m3']" - ] - }, - "execution_count": 144, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "merged_model.get_metabolite_producers('community_biomass')" - ] - }, - { - "cell_type": "code", - "execution_count": 145, - "id": "d1418b14-7dfe-4739-a8c1-c8fd75fa3c8c", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Objective: 226.12620821909715\n", - "Status: Optimal" - ] - }, - "execution_count": 145, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "FBA(merged_model)" - ] - }, - { - "cell_type": "code", - "execution_count": 142, - "id": "186ec591-de03-4c68-bf32-27b886365a0c", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Total community biomass" - ] - }, - "execution_count": 142, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "merged_model.metabolites.community_biomass" - ] - }, - { - "cell_type": "code", - "execution_count": 135, - "id": "58d91d69-0ed7-406a-a063-795d6492fe4d", - "metadata": {}, - "outputs": [], - "source": [ - "community.merged_model.set_objective({'community_growth': -1})" - ] - }, - { - "cell_type": "code", - "execution_count": 146, - "id": "c547511c-32ed-48a6-976a-235b71e783c7", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Community growth: 107.38671875\n", - "m1\t0.0\n", - "m2\t0.0\n", - "m3\t1.0\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.8/site-packages/reframed/community/SteadyCom.py:169 \u001b[1;31mUserWarning\u001b[0m: Max iterations exceeded.\n" - ] - } - ], - "source": [ - "communitySolution = SteadyCom(community)\n", - "print(communitySolution)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "5175a794-2e55-4256-b0e7-82d49a94fc4e", - "metadata": {}, - "outputs": [], - "source": [ - "#communitySolution.print_exchanges()" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "825bffb8", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "None\n" - ] - } - ], - "source": [ - "print(communitySolution.print_external_fluxes())" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "59b54618", - "metadata": {}, - "outputs": [], - "source": [ - "# print(communitySolution.print_internal_fluxes('m1'))" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "d80f0006", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "None\n" - ] - } - ], - "source": [ - "print(communitySolution.print_exchanges())" - ] - }, - { - "cell_type": "code", - "execution_count": 149, - "id": "db19d933", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Community growth: 107.38671875\n", - "m1\t0.0\n", - "m2\t0.0\n", - "m3\t1.0\n" - ] - } - ], - "source": [ - "# WITH ENVIRONMENT\n", - "env = Environment.complete(community.merged_model, inplace=False)\n", - "communitySolution2 = SteadyCom(community,env)\n", - "\n", - "print(communitySolution2)" - ] - }, - { - "cell_type": "code", - "execution_count": 147, - "id": "5bc9d63c-0b04-45c9-8fc7-6b30a17685ca", - "metadata": {}, - "outputs": [], - "source": [ - "media = kbase.get_from_ws('CO2_minimal', ws)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "9909f076-55e3-4e9b-9a27-0a3883e286d3", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "94ab1832-dae8-4315-b5c5-06c4c0c27e90", - "metadata": {}, - "outputs": [], - "source": [ - "#print(communitySolution.print_exchanges())" - ] - }, - { - "cell_type": "code", - "execution_count": 156, - "id": "716d3191-f3c7-40a3-94fe-8cf8ea312875", - "metadata": {}, - "outputs": [], - "source": [ - "rxn = community.merged_model.reactions[r]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "48d90444-c79d-4ba1-9eb1-199dce0a7f76", - "metadata": {}, - "outputs": [], - "source": [ - "rxn.set_flux_bounds(-1000, 0)" - ] - }, - { - "cell_type": "code", - "execution_count": 243, - "id": "5a59c3db-5afd-473e-a9aa-080801f4a86d", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Objective: 0.2678047820357558\n", - "Status: Optimal" - ] - }, - "execution_count": 243, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "media_const = media.get_media_constraints()\n", - "for r in community.merged_model.get_exchange_reactions():\n", - " rxn = community.merged_model.reactions[r]\n", - " if r[5:] in media_const:\n", - " lb, ub = media_const[r[5:]]\n", - " rxn.set_flux_bounds(lb, ub)\n", - " else:\n", - " rxn.set_flux_bounds(0, 1000)\n", - "res = FBA(community.merged_model)\n", - "res" - ] - }, - { - "cell_type": "code", - "execution_count": 239, - "id": "3ad3e1a9-00b7-43d8-8f64-615b59e56c02", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Objective: 0.0\n", - "Status: Optimal" - ] - }, - "execution_count": 239, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "for r in community.merged_model.get_exchange_reactions():\n", - " rxn = community.merged_model.reactions[r]\n", - " rxn.set_flux_bounds(0, 0)\n", - "res = FBA(community.merged_model)\n", - "res" - ] - }, - { - "cell_type": "code", - "execution_count": 244, - "id": "1608fe04-8890-42dc-88fa-db30dd8edce0", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Objective: 0.2678047820357558\n", - "Status: Optimal" - ] - }, - "execution_count": 244, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "community.merged_model.set_objective({'community_growth': 1})\n", - "res = FBA(community.merged_model)\n", - "res" - ] - }, - { - "cell_type": "code", - "execution_count": 222, - "id": "d3a54e42-7b16-4dff-92dc-1a069bb89cfd", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "45.65937352992398" - ] - }, - "execution_count": 222, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "res.values['bio1_m1']" - ] - }, - { - "cell_type": "code", - "execution_count": 238, - "id": "424b85ee-c44a-428c-a864-a39df4151993", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "community_growth: community_biomass --> @1\n", - "rxn13783_c0_m1: --> cpd17042_c0_m1 [0, 1000]\n", - "rxn13784_c0_m1: --> cpd17043_c0_m1 [0, 1000]\n", - "rxn13782_c0_m1: --> cpd17041_c0_m1 [0, 1000]\n", - "SK_cpd15302_c0_m1: cpd15302_c0_m1 --> [0, 1000]\n", - "SK_cpd11416_c0_m1: cpd11416_c0_m1 --> [0, 1000]\n", - "rxn13783_c0_m2: --> cpd17042_c0_m2 [0, 1000]\n", - "rxn13784_c0_m2: --> cpd17043_c0_m2 [0, 1000]\n", - "rxn13782_c0_m2: --> cpd17041_c0_m2 [0, 1000]\n", - "SK_cpd02701_c0_m2: cpd02701_c0_m2 --> [0, 1000]\n", - "SK_cpd11416_c0_m2: cpd11416_c0_m2 --> [0, 1000]\n", - "rxn13783_c0_m3: --> cpd17042_c0_m3 [0, 1000]\n", - "rxn13784_c0_m3: --> cpd17043_c0_m3 [0, 1000]\n", - "rxn13782_c0_m3: --> cpd17041_c0_m3 [0, 1000]\n", - "SK_cpd02701_c0_m3: cpd02701_c0_m3 --> [0, 1000]\n", - "SK_cpd15302_c0_m3: cpd15302_c0_m3 --> [0, 1000]\n", - "SK_cpd11416_c0_m3: cpd11416_c0_m3 --> [0, 1000]\n", - "R_EX_cpd11576_e0: cpd11576_e0 <-> \n", - "R_EX_cpd04097_e0: cpd04097_e0 <-> \n", - "R_EX_cpd00067_e0: cpd00067_e0 <-> \n", - "R_EX_cpd11597_e0: cpd11597_e0 <-> \n", - "R_EX_cpd11585_e0: cpd11585_e0 <-> \n", - "R_EX_cpd11582_e0: cpd11582_e0 <-> \n", - "R_EX_cpd00012_e0: cpd00012_e0 <-> \n", - "R_EX_cpd11586_e0: cpd11586_e0 <-> \n", - "R_EX_cpd01030_e0: cpd01030_e0 <-> \n", - "R_EX_cpd00129_e0: cpd00129_e0 <-> \n", - "R_EX_cpd00971_e0: cpd00971_e0 <-> \n", - "R_EX_cpd01012_e0: cpd01012_e0 <-> \n", - "R_EX_cpd00635_e0: cpd00635_e0 <-> \n", - "R_EX_cpd00276_e0: cpd00276_e0 <-> \n", - "R_EX_cpd00082_e0: cpd00082_e0 <-> \n", - "R_EX_cpd00080_e0: cpd00080_e0 <-> \n", - "R_EX_cpd00001_e0: cpd00001_e0 <-> \n", - "R_EX_cpd00023_e0: cpd00023_e0 <-> \n", - "R_EX_cpd00063_e0: cpd00063_e0 <-> \n", - "R_EX_cpd00058_e0: cpd00058_e0 <-> \n", - "R_EX_cpd00107_e0: cpd00107_e0 <-> \n", - "R_EX_cpd00314_e0: cpd00314_e0 <-> \n", - "R_EX_cpd11595_e0: cpd11595_e0 <-> \n", - "R_EX_cpd01017_e0: cpd01017_e0 <-> \n", - "R_EX_cpd00013_e0: cpd00013_e0 <-> \n", - "R_EX_cpd00244_e0: cpd00244_e0 <-> \n", - "R_EX_cpd11578_e0: cpd11578_e0 <-> \n", - "R_EX_cpd10515_e0: cpd10515_e0 <-> \n", - "R_EX_cpd00179_e0: cpd00179_e0 <-> \n", - "R_EX_cpd11591_e0: cpd11591_e0 <-> \n", - "R_EX_cpd00009_e0: cpd00009_e0 <-> \n", - "R_EX_cpd00060_e0: cpd00060_e0 <-> \n", - "R_EX_cpd00034_e0: cpd00034_e0 <-> \n", - "R_EX_cpd11593_e0: cpd11593_e0 <-> \n", - "R_EX_cpd00076_e0: cpd00076_e0 <-> \n", - "R_EX_cpd00322_e0: cpd00322_e0 <-> \n", - "R_EX_cpd03198_e0: cpd03198_e0 <-> \n", - "R_EX_cpd11579_e0: cpd11579_e0 <-> \n", - "R_EX_cpd01171_e0: cpd01171_e0 <-> \n", - "R_EX_cpd00210_e0: cpd00210_e0 <-> \n", - "R_EX_cpd15605_e0: cpd15605_e0 <-> \n", - "R_EX_cpd00264_e0: cpd00264_e0 <-> \n", - "R_EX_cpd00637_e0: cpd00637_e0 <-> \n", - "R_EX_cpd00122_e0: cpd00122_e0 <-> \n", - "R_EX_cpd15603_e0: cpd15603_e0 <-> \n", - "R_EX_cpd03696_e0: cpd03696_e0 <-> \n", - "R_EX_cpd00118_e0: cpd00118_e0 <-> \n", - "R_EX_cpd11580_e0: cpd11580_e0 <-> \n", - "R_EX_cpd00220_e0: cpd00220_e0 <-> \n", - "R_EX_cpd00588_e0: cpd00588_e0 <-> \n", - "R_EX_cpd00423_e0: cpd00423_e0 <-> \n", - "R_EX_cpd00254_e0: cpd00254_e0 <-> \n", - "R_EX_cpd11574_e0: cpd11574_e0 <-> \n", - "R_EX_cpd00138_e0: cpd00138_e0 <-> \n", - "R_EX_cpd00159_e0: cpd00159_e0 <-> \n", - "R_EX_cpd03048_e0: cpd03048_e0 <-> \n", - "R_EX_cpd11596_e0: cpd11596_e0 <-> \n", - "R_EX_cpd00540_e0: cpd00540_e0 <-> \n", - "R_EX_cpd00047_e0: cpd00047_e0 <-> \n", - "R_EX_cpd15606_e0: cpd15606_e0 <-> \n", - "R_EX_cpd10516_e0: cpd10516_e0 <-> \n", - "R_EX_cpd01914_e0: cpd01914_e0 <-> \n", - "R_EX_cpd00099_e0: cpd00099_e0 <-> \n", - "R_EX_cpd00531_e0: cpd00531_e0 <-> \n", - "R_EX_cpd11583_e0: cpd11583_e0 <-> \n", - "R_EX_cpd00209_e0: cpd00209_e0 <-> \n", - "R_EX_cpd00395_e0: cpd00395_e0 <-> \n", - "R_EX_cpd11589_e0: cpd11589_e0 <-> \n", - "R_EX_cpd00027_e0: cpd00027_e0 <-> \n", - "R_EX_cpd11575_e0: cpd11575_e0 <-> \n", - "R_EX_cpd00794_e0: cpd00794_e0 <-> \n", - "R_EX_cpd09878_e0: cpd09878_e0 <-> \n", - "R_EX_cpd11588_e0: cpd11588_e0 <-> \n", - "R_EX_cpd15604_e0: cpd15604_e0 <-> \n", - "R_EX_cpd00104_e0: cpd00104_e0 <-> \n", - "R_EX_cpd00205_e0: cpd00205_e0 <-> \n", - "R_EX_cpd00007_e0: cpd00007_e0 <-> \n", - "R_EX_cpd03424_e0: cpd03424_e0 <-> \n", - "R_EX_cpd00098_e0: cpd00098_e0 <-> \n", - "R_EX_cpd11592_e0: cpd11592_e0 <-> \n", - "R_EX_cpd00156_e0: cpd00156_e0 <-> \n", - "R_EX_cpd08023_e0: cpd08023_e0 <-> \n", - "R_EX_cpd11587_e0: cpd11587_e0 <-> \n", - "R_EX_cpd00092_e0: cpd00092_e0 <-> \n", - "R_EX_cpd00053_e0: cpd00053_e0 <-> \n", - "R_EX_cpd11590_e0: cpd11590_e0 <-> \n", - "R_EX_cpd11581_e0: cpd11581_e0 <-> \n", - "R_EX_cpd00116_e0: cpd00116_e0 <-> \n", - "R_EX_cpd11584_e0: cpd11584_e0 <-> \n", - "R_EX_cpd00039_e0: cpd00039_e0 <-> \n", - "R_EX_cpd00011_e0: cpd00011_e0 <-> \n", - "R_EX_cpd00166_e0: cpd00166_e0 <-> \n", - "R_EX_cpd00731_e0: cpd00731_e0 <-> \n", - "R_EX_cpd00180_e0: cpd00180_e0 <-> \n", - "R_EX_cpd03453_e0: cpd03453_e0 <-> \n", - "R_EX_cpd03726_e0: cpd03726_e0 <-> \n", - "R_EX_cpd00033_e0: cpd00033_e0 <-> \n", - "R_EX_cpd00119_e0: cpd00119_e0 <-> \n", - "R_EX_cpd00054_e0: cpd00054_e0 <-> \n", - "R_EX_cpd00035_e0: cpd00035_e0 <-> \n", - "R_EX_cpd00644_e0: cpd00644_e0 <-> \n", - "R_EX_cpd00028_e0: cpd00028_e0 <-> \n", - "R_EX_cpd00161_e0: cpd00161_e0 <-> \n", - "R_EX_cpd00041_e0: cpd00041_e0 <-> \n", - "R_EX_cpd00218_e0: cpd00218_e0 <-> \n", - "R_EX_cpd00066_e0: cpd00066_e0 <-> \n", - "R_EX_cpd00215_e0: cpd00215_e0 <-> \n", - "R_EX_cpd00393_e0: cpd00393_e0 <-> \n", - "R_EX_cpd00132_e0: cpd00132_e0 <-> \n", - "R_EX_cpd00305_e0: cpd00305_e0 <-> \n", - "R_EX_cpd00065_e0: cpd00065_e0 <-> \n", - "R_EX_cpd00069_e0: cpd00069_e0 <-> \n", - "R_EX_cpd00017_e0: cpd00017_e0 <-> \n", - "R_EX_cpd00051_e0: cpd00051_e0 <-> \n", - "R_EX_cpd00084_e0: cpd00084_e0 <-> \n", - "R_EX_cpd00030_e0: cpd00030_e0 <-> \n", - "R_EX_cpd00149_e0: cpd00149_e0 <-> \n", - "R_EX_cpd00029_e0: cpd00029_e0 <-> \n", - "R_EX_cpd00048_e0: cpd00048_e0 <-> \n", - "R_EX_cpd00106_e0: cpd00106_e0 <-> \n", - "R_EX_cpd00036_e0: cpd00036_e0 <-> \n", - "R_EX_cpd00246_e0: cpd00246_e0 <-> \n", - "R_EX_cpd00367_e0: cpd00367_e0 <-> \n", - "R_EX_cpd00184_e0: cpd00184_e0 <-> \n", - "R_EX_cpd00797_e0: cpd00797_e0 <-> \n", - "R_EX_cpd00438_e0: cpd00438_e0 <-> \n", - "R_EX_cpd00249_e0: cpd00249_e0 <-> \n", - "R_EX_cpd00130_e0: cpd00130_e0 <-> \n", - "R_EX_cpd00311_e0: cpd00311_e0 <-> \n", - "R_EX_cpd00024_e0: cpd00024_e0 <-> \n", - "R_EX_cpd00128_e0: cpd00128_e0 <-> \n", - "R_EX_cpd15574_e0: cpd15574_e0 <-> \n", - "R_EX_cpd02233_e0: cpd02233_e0 <-> \n", - "R_EX_cpd04098_e0: cpd04098_e0 <-> \n", - "R_EX_cpd00263_e0: cpd00263_e0 <-> \n", - "R_EX_cpd00075_e0: cpd00075_e0 <-> \n", - "R_EX_cpd00137_e0: cpd00137_e0 <-> \n", - "R_EX_cpd00176_e0: cpd00176_e0 <-> \n", - "R_EX_cpd00281_e0: cpd00281_e0 <-> \n", - "R_EX_cpd03724_e0: cpd03724_e0 <-> \n", - "R_EX_cpd08306_e0: cpd08306_e0 <-> \n", - "R_EX_cpd01242_e0: cpd01242_e0 <-> \n", - "R_EX_cpd15353_e0: cpd15353_e0 <-> \n", - "R_EX_cpd15352_e0: cpd15352_e0 <-> \n", - "R_EX_cpd00105_e0: cpd00105_e0 <-> \n", - "R_EX_cpd00226_e0: cpd00226_e0 <-> \n", - "R_EX_cpd08305_e0: cpd08305_e0 <-> \n", - "R_EX_cpd15499_e0: cpd15499_e0 <-> \n", - "R_EX_cpd15500_e0: cpd15500_e0 <-> \n", - "R_EX_cpd00158_e0: cpd00158_e0 <-> \n", - "R_EX_cpd15378_e0: cpd15378_e0 <-> \n" - ] - } - ], - "source": [ - "for rxn_id in community.merged_model.reactions:\n", - " rxn = community.merged_model.reactions[rxn_id]\n", - " if len(rxn.stoichiometry) == 1:\n", - " print(rxn)" - ] - }, - { - "cell_type": "code", - "execution_count": 226, - "id": "e0bce13f-0fe0-46a4-8710-e6e672b1954c", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "1" - ] - }, - "execution_count": 226, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 217, - "id": "e6ca9476-2d1b-44f8-be67-bdc8346354a2", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'community_growth': 1}" - ] - }, - "execution_count": 217, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "community.merged_model.get_objective()" - ] - }, - { - "cell_type": "code", - "execution_count": 215, - "id": "cc3d9791-a41c-4413-a45b-5c538752d70f", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "45.65937352992398" - ] - }, - "execution_count": 215, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "res.values['bio1_m1']" - ] - }, - { - "cell_type": "code", - "execution_count": 203, - "id": "7d0e2339-b6d8-4a1c-82df-20a34474d1e5", - "metadata": {}, - "outputs": [], - "source": [ - "for r in community.merged_model.get_exchange_reactions():\n", - " rxn = community.merged_model.reactions[r]\n", - " v = res.values[r]\n", - " cpd = community.merged_model.metabolites[rxn.get_substrates()[0]]\n", - " if v != 0.0:\n", - " print(rxn, res.values[r], cpd)" - ] - }, - { - "cell_type": "code", - "execution_count": 204, - "id": "4259b7b0-8473-4cf4-9e27-5065d06c0eaf", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Objective: 226.12620821909735\n", - "Status: Optimal" - ] - }, - "execution_count": 204, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "res = FBA(community.merged_model)\n", - "res" - ] - }, - { - "cell_type": "code", - "execution_count": 208, - "id": "c3a70762-97fa-473b-8e8d-fef24d9fe21e", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "107.39020553433991" - ] - }, - "execution_count": 208, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "res.values['bio1_m3']" - ] - }, - { - "cell_type": "code", - "execution_count": 245, - "id": "813f85e0-8f60-4ac0-8585-a3cd8b00e7b9", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Community growth: 0.1337890625\n", - "m1\t0.8266163263281691\n", - "m2\t4.6750838237024996e-05\n", - "m3\t0.17333692283359406" - ] - }, - "execution_count": 245, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "communitySolution2 = SteadyCom(community)\n", - "communitySolution2" - ] - }, - { - "cell_type": "code", - "execution_count": 169, - "id": "69c321d4-0635-4f63-a0bb-8950bd1a318b", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{('m3', 'cpd00067_e0'): 99.99999999999864,\n", - " ('m3', 'cpd00971_e0'): -100.0,\n", - " ('m3', 'cpd00001_e0'): 100.0,\n", - " ('m3', 'cpd00063_e0'): -100.0,\n", - " ('m3', 'cpd00058_e0'): -100.0,\n", - " ('m3', 'cpd00013_e0'): -1.1368683772161603e-13,\n", - " ('m3', 'cpd10515_e0'): -100.0,\n", - " ('m3', 'cpd00009_e0'): -100.0,\n", - " ('m3', 'cpd00034_e0'): -100.0,\n", - " ('m3', 'cpd00254_e0'): -100.0,\n", - " ('m3', 'cpd10516_e0'): -100.0,\n", - " ('m3', 'cpd00099_e0'): -100.0,\n", - " ('m3', 'cpd00205_e0'): -99.99999999999989,\n", - " ('m3', 'cpd00011_e0'): 100.0,\n", - " ('m3', 'cpd00030_e0'): -100.0,\n", - " ('m3', 'cpd00149_e0'): -100.0,\n", - " ('m3', 'cpd00048_e0'): -100.0,\n", - " ('m3', 'cpd00176_e0'): 1000.0,\n", - " ('m3', 'cpd03724_e0'): 1000.0,\n", - " ('m3', 'cpd08306_e0'): 1000.0,\n", - " ('m3', 'cpd01242_e0'): 1000.0,\n", - " ('m3', 'cpd00226_e0'): 968.1920333305909,\n", - " ('m3', 'cpd08305_e0'): 1000.0,\n", - " ('m3', 'cpd00158_e0'): 1000.0}" - ] - }, - "execution_count": 169, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "#communitySolution2 = SteadyCom(community)\n", - "communitySolution2.compute_exchanges()" - ] - }, - { - "cell_type": "code", - "execution_count": 87, - "id": "d1c3897a-03b0-41f5-ba10-f2e82dcfc34b", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "R_EX_cpd11582_e0\t-10\tinf\n", - "R_EX_cpd00129_e0\t-10\tinf\n", - "R_EX_cpd00067_e0\t-10\tinf\n", - "R_EX_cpd00001_e0\t-10\tinf" - ] - }, - "execution_count": 87, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "env_co2 = Environment.from_compounds(['R_EX_cpd11582_e0', 'R_EX_cpd00129_e0', 'R_EX_cpd00067_e0', 'R_EX_cpd00001_e0'], fmt_func=lambda x: x, max_uptake=10)\n", - "env_co2" - ] - }, - { - "cell_type": "code", - "execution_count": 88, - "id": "955b4901", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Community growth: 31.26171875\n", - "m1\t1.0" - ] - }, - "execution_count": 88, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "communitySolution2 = SteadyCom(community, env_co2)\n", - "communitySolution2" - ] - }, - { - "cell_type": "code", - "execution_count": 89, - "id": "d0d22d4a-0c77-4460-97a6-945b46b60994", - "metadata": {}, - "outputs": [], - "source": [ - "#communitySolution2.exchange" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d300fc75-e5f6-4a7b-a9f4-6b08254c2517", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "c5de0c95-2880-4d3c-af87-9878f5617e24", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{ + "cells": [ + { + "cell_type": "markdown", + "id": "1dda7cb0", + "metadata": {}, + "source": [ + "# SteadyCom Example" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "82f3ff22", + "metadata": {}, + "outputs": [], + "source": [ + "from reframed import load_cbmodel, from_cobrapy, Community, SteadyCom, Environment, FBA" + ] + }, + { + "cell_type": "markdown", + "id": "ab180067-d764-4af0-b8c1-3f66e06df189", + "metadata": {}, + "source": [ + "### load from SBML file" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "627947ce-2978-43a6-8f86-3a3a045a35c8", + "metadata": {}, + "outputs": [], + "source": [ + "model1 = load_cbmodel('Acetobacterium_MES1.electrosynthesis.edited.xml',flavor='bigg')\n", + "model1.id = 'm1'\n", + "model2 = load_cbmodel('Sulfurospirillum_MES13.autotroph.edited.xml',flavor='bigg')\n", + "model2.id = 'm2'\n", + "model3 = load_cbmodel('Desulfovibrio_MES4.autotroph.edited.v2.xml',flavor='bigg')\n", + "model3.id = 'm3'" + ] + }, + { + "cell_type": "markdown", + "id": "72b32d67-2ff9-4de2-8b12-be86d015e040", + "metadata": {}, + "source": [ + "kbase.get_from_ws: cobrakbase.core.kbasefba.fbamodel.FBAModel -> cobra.core.model.Model \n", + "\n", + "from_cobrapy: cobra.core.model.Model -> reframed.core.cbmodel.CBModel\n", + "\n", + "Community(str, [reframed.core.cbmodel.CBModel])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "45d4e8f6-15f3-4693-a6bb-8550d2f4299d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.8\n" + ] + } + ], + "source": [ + "import cobrakbase\n", + "kbase = cobrakbase.KBaseAPI()\n", + "ws = 93204" + ] + }, + { + "cell_type": "markdown", + "id": "7f7fb686-18fe-44e5-936b-ac8f723712cc", + "metadata": {}, + "source": [ + "### load from KBase" + ] + }, + { + "cell_type": "code", + "execution_count": 236, + "id": "7754eb60-0d9d-4ee0-bc38-e0a9932d653c", + "metadata": {}, + "outputs": [], + "source": [ + "import cobrakbase\n", + "from reframed.core.model import ReactionType\n", + "kbase = cobrakbase.KBaseAPI()\n", + "ws = 93204\n", + "model1 = from_cobrapy(kbase.get_from_ws('Acetobacterium_MES1.electrosynthesis.edited', 93204))\n", + "model1.id = 'm1'\n", + "model1.compartments.e0.external = True\n", + "model2 = from_cobrapy(kbase.get_from_ws('Sulfurospirillum_MES13.autotroph.edited', 93204))\n", + "model2.id = 'm2'\n", + "model2.compartments.e0.external = True\n", + "model3 = from_cobrapy(kbase.get_from_ws('Desulfovibrio_MES4.autotroph.edited.v2', 93204))\n", + "model3.id = 'm3'\n", + "model3.compartments.e0.external = True\n", + "for rxn_id in model1.reactions:\n", + " if 'EX_' in rxn_id:\n", + " rxn = model1.reactions[rxn_id]\n", + " rxn.reaction_type = ReactionType.EXCHANGE\n", + "for rxn_id in model2.reactions:\n", + " if 'EX_' in rxn_id:\n", + " rxn = model2.reactions[rxn_id]\n", + " rxn.reaction_type = ReactionType.EXCHANGE\n", + "for rxn_id in model3.reactions:\n", + " if 'EX_' in rxn_id:\n", + " rxn = model3.reactions[rxn_id]\n", + " rxn.reaction_type = ReactionType.EXCHANGE" + ] + }, + { + "cell_type": "code", + "execution_count": 232, + "id": "8b3e923b-2394-4620-b0c0-7388c3bc80c1", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "321bd9d0-69d1-479b-9d10-5384cf1a4356", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2a7f4222-90ac-4bfd-8809-8ae020a899d6", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 140, + "id": "249a2d30-8159-43d6-9f1d-6bb50f8d0ffd", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'bio1'" + ] + }, + "execution_count": 140, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model1.biomass_reaction" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "97a681e3-73e9-4353-a660-abc60d962f25", + "metadata": {}, + "outputs": [], + "source": [ + "model1 = load_cbmodel('Acetobacterium_MES1.electrosynthesis.edited.xml',flavor='bigg')\n", + "model1.id = 'm1'" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "7a70e136-2e61-48d6-aab0-7060b1c30959", + "metadata": {}, + "outputs": [], + "source": [ + "#model1.get_exchange_reactions()" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "8f260143-691d-48c5-91ad-9667aa56f55d", + "metadata": {}, + "outputs": [], + "source": [ + "model1_cobra = kbase.get_from_ws('Acetobacterium_MES1.electrosynthesis.edited', 93204)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "eceadfdc-9f5c-4be9-984a-dc71fbc02498", + "metadata": {}, + "outputs": [], + "source": [ + "model1_cobra.medium = {\n", + " 'EX_cpd00161_e0': 1000,\n", + " 'EX_cpd00012_e0': 1000,\n", + " 'EX_cpd11579_e0': 1000,\n", + " 'EX_cpd00635_e0': 1000,\n", + " 'EX_cpd00215_e0': 1000,\n", + " 'EX_cpd03453_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00122_e0': 1000,\n", + " 'EX_cpd00588_e0': 1000,\n", + " 'EX_cpd00039_e0': 1000,\n", + " 'EX_cpd00023_e0': 1000\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "f80f3eec-7320-4a1a-abe6-3ee0293d3af9", + "metadata": {}, + "outputs": [], + "source": [ + "model1_cobra.medium = media" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "667d70ae-2c69-496c-986a-e86959e552cb", + "metadata": {}, + "outputs": [], + "source": [ + "model1 = from_cobrapy(model1_cobra)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "8018edac-3a6c-451f-9855-b2138960d94f", + "metadata": {}, + "outputs": [], + "source": [ + "from cobra.test import create_test_model" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "9a514573-8ea2-4f14-9e93-910a4414f44d", + "metadata": {}, + "outputs": [], + "source": [ + "test_model = from_cobrapy(create_test_model('textbook'))" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "af9400bf-a265-49be-b6b8-2ce1fea20cc3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "test_model.get_exchange_reactions()" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "398016f6-7043-47ac-85e1-d1bf724930a7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model1.get_external_metabolites()" + ] + }, + { + "cell_type": "markdown", + "id": "8ef9ceb8-44a7-42a2-82c2-cdf68ce1ef35", + "metadata": {}, + "source": [ + "# pip list | grep reframed" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "06edf9e5-29dd-4a8b-8552-bf65ee0932b9", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 0.13343955928842335

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd00009_e0EX_cpd00009_e00.166200.00%
cpd00011_e0EX_cpd00011_e051100.00%
cpd00013_e0EX_cpd00013_e01.0100.00%
cpd00030_e0EX_cpd00030_e00.000960100.00%
cpd00034_e0EX_cpd00034_e00.000960100.00%
cpd00048_e0EX_cpd00048_e00.0294700.00%
cpd00058_e0EX_cpd00058_e00.000960100.00%
cpd00063_e0EX_cpd00063_e00.000960100.00%
cpd00067_e0EX_cpd00067_e033.900.00%
cpd00099_e0EX_cpd00099_e00.000960100.00%
cpd00149_e0EX_cpd00149_e00.000960100.00%
cpd00205_e0EX_cpd00205_e00.000960100.00%
cpd00254_e0EX_cpd00254_e00.000960100.00%
cpd10515_e0EX_cpd10515_e00.00384100.00%
cpd17041_c0rxn13782_c00.133400.00%
cpd17042_c0rxn13783_c00.133400.00%
cpd17043_c0rxn13784_c00.133400.00%

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0-19.6100.00%
cpd00069_e0EX_cpd00069_e0-0.0088029100.00%
cpd11416_c0SK_cpd11416_c0-0.133400.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model1_cobra.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "368e66ea-b5ec-4118-8c27-8cbbf4d0590b", + "metadata": {}, + "outputs": [], + "source": [ + "from cobra.core import Model" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "272a32e1-6851-4390-a2f7-210bdfad15a0", + "metadata": {}, + "outputs": [], + "source": [ + "model = Model()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "b730354c-ef17-423a-9c38-d71f0c2b71b7", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "cobra.core.model.Model" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "type(model)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "b0205c64-88d5-4697-978a-1e5117d38bbe", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
NameAcetobacterium_MES1.electrosynthesis.2021
Memory address0x07f493a34e790
Number of metabolites1134
Number of reactions1207
Number of groups0
Objective expression1.0*bio1 - 1.0*bio1_reverse_b18f7
Compartmentsc0, e0
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model1_cobra" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cbb3caff-c27b-4c2a-9ab0-b6bdfc8e1032", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f8872fb6-c1c8-4bb2-afd4-a41c896e7e8a", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "ed97105a-e580-49f9-a4d0-807c8448deef", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Objective: 38.12428316739254\n", + "Status: Optimal" + ] + }, + "execution_count": 57, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "FBA(model1)" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "bc114dc1-bf8a-4112-ae3a-7b0ebaf04a4a", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 38.124283167392576

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd00007_e0EX_cpd00007_e00.685800.00%
cpd00009_e0EX_cpd00009_e013.0500.00%
cpd00017_e0EX_cpd00017_e00.2743150.04%
cpd00023_e0EX_cpd00023_e060.0953.12%
cpd00027_e0EX_cpd00027_e012.6360.79%
cpd00028_e0EX_cpd00028_e00.2743340.10%
cpd00030_e0EX_cpd00030_e00.274300.00%
cpd00034_e0EX_cpd00034_e00.274300.00%
cpd00039_e0EX_cpd00039_e012.3460.77%
cpd00048_e0EX_cpd00048_e00.274300.00%
cpd00051_e0EX_cpd00051_e07.37360.46%
cpd00054_e0EX_cpd00054_e024.5530.76%
cpd00058_e0EX_cpd00058_e00.274300.00%
cpd00060_e0EX_cpd00060_e04.32750.22%
cpd00063_e0EX_cpd00063_e00.274300.00%
cpd00065_e0EX_cpd00065_e02.078110.24%
cpd00066_e0EX_cpd00066_e06.71790.63%
cpd00067_e0EX_cpd00067_e0100000.00%
cpd00080_e0EX_cpd00080_e034.4431.07%
cpd00082_e0EX_cpd00082_e0508.9631.68%
cpd00092_e0EX_cpd00092_e03.37140.14%
cpd00099_e0EX_cpd00099_e00.274300.00%
cpd00104_e0EX_cpd00104_e00.2743100.03%
cpd00118_e0EX_cpd00118_e00.274340.01%
cpd00119_e0EX_cpd00119_e03.12460.19%
cpd00138_e0EX_cpd00138_e010.6260.66%
cpd00149_e0EX_cpd00149_e00.274300.00%
cpd00156_e0EX_cpd00156_e011.7350.61%
cpd00205_e0EX_cpd00205_e00.274300.00%
cpd00215_e0EX_cpd00215_e00.274380.02%
cpd00218_e0EX_cpd00218_e00.548660.03%
cpd00220_e0EX_cpd00220_e00.8229170.15%
cpd00254_e0EX_cpd00254_e00.274300.00%
cpd00264_e0EX_cpd00264_e00.274370.02%
cpd00276_e0EX_cpd00276_e07.59160.47%
cpd00322_e0EX_cpd00322_e010.3160.64%
cpd00644_e0EX_cpd00644_e00.548690.05%
cpd00731_e0EX_cpd00731_e00.11860.01%
cpd01017_e0EX_cpd01017_e03.26950.17%
cpd10516_e0EX_cpd10516_e0100000.00%
cpd11580_e0EX_cpd11580_e0192.2713.96%
cpd11581_e0EX_cpd11581_e065.3164.07%
cpd11583_e0EX_cpd11583_e013.2591.24%
cpd11588_e0EX_cpd11588_e06.13970.45%
cpd11593_e0EX_cpd11593_e0512.3737.21%
cpd17041_c0rxn13782_c038.1200.00%
cpd17042_c0rxn13783_c038.1200.00%
cpd17043_c0rxn13784_c038.1200.00%

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0-100000.00%
cpd00011_e0EX_cpd00011_e0-579.217.04%
cpd00013_e0EX_cpd00013_e0-100000.00%
cpd00029_e0EX_cpd00029_e0-1000224.31%
cpd00033_e0EX_cpd00033_e0-253.626.17%
cpd00035_e0EX_cpd00035_e0-507.4318.50%
cpd00047_e0EX_cpd00047_e0-862.4110.48%
cpd00069_e0EX_cpd00069_e0-4.73690.52%
cpd00159_e0EX_cpd00159_e0-904332.97%
cpd10515_e0EX_cpd10515_e0-999.200.00%
cpd11416_c0SK_cpd11416_c0-38.1200.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model1_cobra.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 97, + "id": "96b5950c-0bd4-4ecf-be4c-30d035f65a1d", + "metadata": {}, + "outputs": [], + "source": [ + "merged_model = community.merged_model" + ] + }, + { + "cell_type": "code", + "execution_count": 98, + "id": "9213fc39-063e-4d74-8a07-be2f8597788f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 98, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "merged_model.get_exchange_reactions()" + ] + }, + { + "cell_type": "code", + "execution_count": 100, + "id": "fb98bb43-3c08-4e95-a81c-f58724b36214", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3479" + ] + }, + "execution_count": 100, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(merged_model.reactions)" + ] + }, + { + "cell_type": "code", + "execution_count": 105, + "id": "1de243f6-e1c5-4301-8852-e85c6bbe465e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 105, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7cfe54d8-21e4-40ec-94fb-4c81e4798a7e", + "metadata": {}, + "outputs": [], + "source": [ + "merged_model.r" + ] + }, + { + "cell_type": "code", + "execution_count": 237, + "id": "4f5e41c6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Community growth: 107.38671875\n", + "m1\t0.0\n", + "m2\t0.0\n", + "m3\t1.0\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.8/site-packages/reframed/community/SteadyCom.py:169 \u001b[1;31mUserWarning\u001b[0m: Max iterations exceeded.\n" + ] + } + ], + "source": [ + "community = Community('electro.community',[model1, model2, model3])\n", + "merged_model = community.merged_model\n", + "communitySolution = SteadyCom(community)\n", + "\n", + "# cross_all = communitySolution.cross_feeding()\n", + "# for i in cross_all:\n", + "# print(i)\n", + "\n", + "print(communitySolution)" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "id": "71ab6939-1ff8-498b-a1a1-efb90317d45f", + "metadata": {}, + "outputs": [], + "source": [ + "merged_model.biomass_reaction = 'bio1_m1'" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "id": "22740170-696f-439f-bc7f-e03a38f520a8", + "metadata": {}, + "outputs": [], + "source": [ + "#merged_model.reactions.bio1_m1" + ] + }, + { + "cell_type": "code", + "execution_count": 113, + "id": "f58a86f3-2089-45e9-aa0c-717d056cbe19", + "metadata": {}, + "outputs": [], + "source": [ + "merged_model.reactions.R_EX_cpd11576_e0.set_flux_bounds(0, 1000)" + ] + }, + { + "cell_type": "code", + "execution_count": 143, + "id": "aaf66e48-41b9-4340-8df3-d9a722116b53", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['community_growth']" + ] + }, + "execution_count": 143, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "merged_model.get_metabolite_consumers('community_biomass')" + ] + }, + { + "cell_type": "code", + "execution_count": 144, + "id": "c104360b-0b6a-414f-bfaa-2d66c4633396", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['bio1_m1', 'bio1_m2', 'bio1_m3']" + ] + }, + "execution_count": 144, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "merged_model.get_metabolite_producers('community_biomass')" + ] + }, + { + "cell_type": "code", + "execution_count": 145, + "id": "d1418b14-7dfe-4739-a8c1-c8fd75fa3c8c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Objective: 226.12620821909715\n", + "Status: Optimal" + ] + }, + "execution_count": 145, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "FBA(merged_model)" + ] + }, + { + "cell_type": "code", + "execution_count": 142, + "id": "186ec591-de03-4c68-bf32-27b886365a0c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Total community biomass" + ] + }, + "execution_count": 142, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "merged_model.metabolites.community_biomass" + ] + }, + { + "cell_type": "code", + "execution_count": 135, + "id": "58d91d69-0ed7-406a-a063-795d6492fe4d", + "metadata": {}, + "outputs": [], + "source": [ + "community.merged_model.set_objective({'community_growth': -1})" + ] + }, + { + "cell_type": "code", + "execution_count": 146, + "id": "c547511c-32ed-48a6-976a-235b71e783c7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Community growth: 107.38671875\n", + "m1\t0.0\n", + "m2\t0.0\n", + "m3\t1.0\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.8/site-packages/reframed/community/SteadyCom.py:169 \u001b[1;31mUserWarning\u001b[0m: Max iterations exceeded.\n" + ] + } + ], + "source": [ + "communitySolution = SteadyCom(community)\n", + "print(communitySolution)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "5175a794-2e55-4256-b0e7-82d49a94fc4e", + "metadata": {}, + "outputs": [], + "source": [ + "#communitySolution.print_exchanges()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "825bffb8", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "None\n" + ] + } + ], + "source": [ + "print(communitySolution.print_external_fluxes())" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "59b54618", + "metadata": {}, + "outputs": [], + "source": [ + "# print(communitySolution.print_internal_fluxes('m1'))" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "d80f0006", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "None\n" + ] + } + ], + "source": [ + "print(communitySolution.print_exchanges())" + ] + }, + { + "cell_type": "code", + "execution_count": 149, + "id": "db19d933", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Community growth: 107.38671875\n", + "m1\t0.0\n", + "m2\t0.0\n", + "m3\t1.0\n" + ] + } + ], + "source": [ + "# WITH ENVIRONMENT\n", + "env = Environment.complete(community.merged_model, inplace=False)\n", + "communitySolution2 = SteadyCom(community,env)\n", + "\n", + "print(communitySolution2)" + ] + }, + { + "cell_type": "code", + "execution_count": 147, + "id": "5bc9d63c-0b04-45c9-8fc7-6b30a17685ca", + "metadata": {}, + "outputs": [], + "source": [ + "media = kbase.get_from_ws('CO2_minimal', ws)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9909f076-55e3-4e9b-9a27-0a3883e286d3", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "94ab1832-dae8-4315-b5c5-06c4c0c27e90", + "metadata": {}, + "outputs": [], + "source": [ + "#print(communitySolution.print_exchanges())" + ] + }, + { + "cell_type": "code", + "execution_count": 156, + "id": "716d3191-f3c7-40a3-94fe-8cf8ea312875", + "metadata": {}, + "outputs": [], + "source": [ + "rxn = community.merged_model.reactions[r]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "48d90444-c79d-4ba1-9eb1-199dce0a7f76", + "metadata": {}, + "outputs": [], + "source": [ + "rxn.set_flux_bounds(-1000, 0)" + ] + }, + { + "cell_type": "code", + "execution_count": 243, + "id": "5a59c3db-5afd-473e-a9aa-080801f4a86d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Objective: 0.2678047820357558\n", + "Status: Optimal" + ] + }, + "execution_count": 243, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "media_const = media.get_media_constraints()\n", + "for r in community.merged_model.get_exchange_reactions():\n", + " rxn = community.merged_model.reactions[r]\n", + " if r[5:] in media_const:\n", + " lb, ub = media_const[r[5:]]\n", + " rxn.set_flux_bounds(lb, ub)\n", + " else:\n", + " rxn.set_flux_bounds(0, 1000)\n", + "res = FBA(community.merged_model)\n", + "res" + ] + }, + { + "cell_type": "code", + "execution_count": 239, + "id": "3ad3e1a9-00b7-43d8-8f64-615b59e56c02", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Objective: 0.0\n", + "Status: Optimal" + ] + }, + "execution_count": 239, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "for r in community.merged_model.get_exchange_reactions():\n", + " rxn = community.merged_model.reactions[r]\n", + " rxn.set_flux_bounds(0, 0)\n", + "res = FBA(community.merged_model)\n", + "res" + ] + }, + { + "cell_type": "code", + "execution_count": 244, + "id": "1608fe04-8890-42dc-88fa-db30dd8edce0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Objective: 0.2678047820357558\n", + "Status: Optimal" + ] + }, + "execution_count": 244, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "community.merged_model.set_objective({'community_growth': 1})\n", + "res = FBA(community.merged_model)\n", + "res" + ] + }, + { + "cell_type": "code", + "execution_count": 222, + "id": "d3a54e42-7b16-4dff-92dc-1a069bb89cfd", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "45.65937352992398" + ] + }, + "execution_count": 222, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res.values['bio1_m1']" + ] + }, + { + "cell_type": "code", + "execution_count": 238, + "id": "424b85ee-c44a-428c-a864-a39df4151993", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "community_growth: community_biomass --> @1\n", + "rxn13783_c0_m1: --> cpd17042_c0_m1 [0, 1000]\n", + "rxn13784_c0_m1: --> cpd17043_c0_m1 [0, 1000]\n", + "rxn13782_c0_m1: --> cpd17041_c0_m1 [0, 1000]\n", + "SK_cpd15302_c0_m1: cpd15302_c0_m1 --> [0, 1000]\n", + "SK_cpd11416_c0_m1: cpd11416_c0_m1 --> [0, 1000]\n", + "rxn13783_c0_m2: --> cpd17042_c0_m2 [0, 1000]\n", + "rxn13784_c0_m2: --> cpd17043_c0_m2 [0, 1000]\n", + "rxn13782_c0_m2: --> cpd17041_c0_m2 [0, 1000]\n", + "SK_cpd02701_c0_m2: cpd02701_c0_m2 --> [0, 1000]\n", + "SK_cpd11416_c0_m2: cpd11416_c0_m2 --> [0, 1000]\n", + "rxn13783_c0_m3: --> cpd17042_c0_m3 [0, 1000]\n", + "rxn13784_c0_m3: --> cpd17043_c0_m3 [0, 1000]\n", + "rxn13782_c0_m3: --> cpd17041_c0_m3 [0, 1000]\n", + "SK_cpd02701_c0_m3: cpd02701_c0_m3 --> [0, 1000]\n", + "SK_cpd15302_c0_m3: cpd15302_c0_m3 --> [0, 1000]\n", + "SK_cpd11416_c0_m3: cpd11416_c0_m3 --> [0, 1000]\n", + "R_EX_cpd11576_e0: cpd11576_e0 <-> \n", + "R_EX_cpd04097_e0: cpd04097_e0 <-> \n", + "R_EX_cpd00067_e0: cpd00067_e0 <-> \n", + "R_EX_cpd11597_e0: cpd11597_e0 <-> \n", + "R_EX_cpd11585_e0: cpd11585_e0 <-> \n", + "R_EX_cpd11582_e0: cpd11582_e0 <-> \n", + "R_EX_cpd00012_e0: cpd00012_e0 <-> \n", + "R_EX_cpd11586_e0: cpd11586_e0 <-> \n", + "R_EX_cpd01030_e0: cpd01030_e0 <-> \n", + "R_EX_cpd00129_e0: cpd00129_e0 <-> \n", + "R_EX_cpd00971_e0: cpd00971_e0 <-> \n", + "R_EX_cpd01012_e0: cpd01012_e0 <-> \n", + "R_EX_cpd00635_e0: cpd00635_e0 <-> \n", + "R_EX_cpd00276_e0: cpd00276_e0 <-> \n", + "R_EX_cpd00082_e0: cpd00082_e0 <-> \n", + "R_EX_cpd00080_e0: cpd00080_e0 <-> \n", + "R_EX_cpd00001_e0: cpd00001_e0 <-> \n", + "R_EX_cpd00023_e0: cpd00023_e0 <-> \n", + "R_EX_cpd00063_e0: cpd00063_e0 <-> \n", + "R_EX_cpd00058_e0: cpd00058_e0 <-> \n", + "R_EX_cpd00107_e0: cpd00107_e0 <-> \n", + "R_EX_cpd00314_e0: cpd00314_e0 <-> \n", + "R_EX_cpd11595_e0: cpd11595_e0 <-> \n", + "R_EX_cpd01017_e0: cpd01017_e0 <-> \n", + "R_EX_cpd00013_e0: cpd00013_e0 <-> \n", + "R_EX_cpd00244_e0: cpd00244_e0 <-> \n", + "R_EX_cpd11578_e0: cpd11578_e0 <-> \n", + "R_EX_cpd10515_e0: cpd10515_e0 <-> \n", + "R_EX_cpd00179_e0: cpd00179_e0 <-> \n", + "R_EX_cpd11591_e0: cpd11591_e0 <-> \n", + "R_EX_cpd00009_e0: cpd00009_e0 <-> \n", + "R_EX_cpd00060_e0: cpd00060_e0 <-> \n", + "R_EX_cpd00034_e0: cpd00034_e0 <-> \n", + "R_EX_cpd11593_e0: cpd11593_e0 <-> \n", + "R_EX_cpd00076_e0: cpd00076_e0 <-> \n", + "R_EX_cpd00322_e0: cpd00322_e0 <-> \n", + "R_EX_cpd03198_e0: cpd03198_e0 <-> \n", + "R_EX_cpd11579_e0: cpd11579_e0 <-> \n", + "R_EX_cpd01171_e0: cpd01171_e0 <-> \n", + "R_EX_cpd00210_e0: cpd00210_e0 <-> \n", + "R_EX_cpd15605_e0: cpd15605_e0 <-> \n", + "R_EX_cpd00264_e0: cpd00264_e0 <-> \n", + "R_EX_cpd00637_e0: cpd00637_e0 <-> \n", + "R_EX_cpd00122_e0: cpd00122_e0 <-> \n", + "R_EX_cpd15603_e0: cpd15603_e0 <-> \n", + "R_EX_cpd03696_e0: cpd03696_e0 <-> \n", + "R_EX_cpd00118_e0: cpd00118_e0 <-> \n", + "R_EX_cpd11580_e0: cpd11580_e0 <-> \n", + "R_EX_cpd00220_e0: cpd00220_e0 <-> \n", + "R_EX_cpd00588_e0: cpd00588_e0 <-> \n", + "R_EX_cpd00423_e0: cpd00423_e0 <-> \n", + "R_EX_cpd00254_e0: cpd00254_e0 <-> \n", + "R_EX_cpd11574_e0: cpd11574_e0 <-> \n", + "R_EX_cpd00138_e0: cpd00138_e0 <-> \n", + "R_EX_cpd00159_e0: cpd00159_e0 <-> \n", + "R_EX_cpd03048_e0: cpd03048_e0 <-> \n", + "R_EX_cpd11596_e0: cpd11596_e0 <-> \n", + "R_EX_cpd00540_e0: cpd00540_e0 <-> \n", + "R_EX_cpd00047_e0: cpd00047_e0 <-> \n", + "R_EX_cpd15606_e0: cpd15606_e0 <-> \n", + "R_EX_cpd10516_e0: cpd10516_e0 <-> \n", + "R_EX_cpd01914_e0: cpd01914_e0 <-> \n", + "R_EX_cpd00099_e0: cpd00099_e0 <-> \n", + "R_EX_cpd00531_e0: cpd00531_e0 <-> \n", + "R_EX_cpd11583_e0: cpd11583_e0 <-> \n", + "R_EX_cpd00209_e0: cpd00209_e0 <-> \n", + "R_EX_cpd00395_e0: cpd00395_e0 <-> \n", + "R_EX_cpd11589_e0: cpd11589_e0 <-> \n", + "R_EX_cpd00027_e0: cpd00027_e0 <-> \n", + "R_EX_cpd11575_e0: cpd11575_e0 <-> \n", + "R_EX_cpd00794_e0: cpd00794_e0 <-> \n", + "R_EX_cpd09878_e0: cpd09878_e0 <-> \n", + "R_EX_cpd11588_e0: cpd11588_e0 <-> \n", + "R_EX_cpd15604_e0: cpd15604_e0 <-> \n", + "R_EX_cpd00104_e0: cpd00104_e0 <-> \n", + "R_EX_cpd00205_e0: cpd00205_e0 <-> \n", + "R_EX_cpd00007_e0: cpd00007_e0 <-> \n", + "R_EX_cpd03424_e0: cpd03424_e0 <-> \n", + "R_EX_cpd00098_e0: cpd00098_e0 <-> \n", + "R_EX_cpd11592_e0: cpd11592_e0 <-> \n", + "R_EX_cpd00156_e0: cpd00156_e0 <-> \n", + "R_EX_cpd08023_e0: cpd08023_e0 <-> \n", + "R_EX_cpd11587_e0: cpd11587_e0 <-> \n", + "R_EX_cpd00092_e0: cpd00092_e0 <-> \n", + "R_EX_cpd00053_e0: cpd00053_e0 <-> \n", + "R_EX_cpd11590_e0: cpd11590_e0 <-> \n", + "R_EX_cpd11581_e0: cpd11581_e0 <-> \n", + "R_EX_cpd00116_e0: cpd00116_e0 <-> \n", + "R_EX_cpd11584_e0: cpd11584_e0 <-> \n", + "R_EX_cpd00039_e0: cpd00039_e0 <-> \n", + "R_EX_cpd00011_e0: cpd00011_e0 <-> \n", + "R_EX_cpd00166_e0: cpd00166_e0 <-> \n", + "R_EX_cpd00731_e0: cpd00731_e0 <-> \n", + "R_EX_cpd00180_e0: cpd00180_e0 <-> \n", + "R_EX_cpd03453_e0: cpd03453_e0 <-> \n", + "R_EX_cpd03726_e0: cpd03726_e0 <-> \n", + "R_EX_cpd00033_e0: cpd00033_e0 <-> \n", + "R_EX_cpd00119_e0: cpd00119_e0 <-> \n", + "R_EX_cpd00054_e0: cpd00054_e0 <-> \n", + "R_EX_cpd00035_e0: cpd00035_e0 <-> \n", + "R_EX_cpd00644_e0: cpd00644_e0 <-> \n", + "R_EX_cpd00028_e0: cpd00028_e0 <-> \n", + "R_EX_cpd00161_e0: cpd00161_e0 <-> \n", + "R_EX_cpd00041_e0: cpd00041_e0 <-> \n", + "R_EX_cpd00218_e0: cpd00218_e0 <-> \n", + "R_EX_cpd00066_e0: cpd00066_e0 <-> \n", + "R_EX_cpd00215_e0: cpd00215_e0 <-> \n", + "R_EX_cpd00393_e0: cpd00393_e0 <-> \n", + "R_EX_cpd00132_e0: cpd00132_e0 <-> \n", + "R_EX_cpd00305_e0: cpd00305_e0 <-> \n", + "R_EX_cpd00065_e0: cpd00065_e0 <-> \n", + "R_EX_cpd00069_e0: cpd00069_e0 <-> \n", + "R_EX_cpd00017_e0: cpd00017_e0 <-> \n", + "R_EX_cpd00051_e0: cpd00051_e0 <-> \n", + "R_EX_cpd00084_e0: cpd00084_e0 <-> \n", + "R_EX_cpd00030_e0: cpd00030_e0 <-> \n", + "R_EX_cpd00149_e0: cpd00149_e0 <-> \n", + "R_EX_cpd00029_e0: cpd00029_e0 <-> \n", + "R_EX_cpd00048_e0: cpd00048_e0 <-> \n", + "R_EX_cpd00106_e0: cpd00106_e0 <-> \n", + "R_EX_cpd00036_e0: cpd00036_e0 <-> \n", + "R_EX_cpd00246_e0: cpd00246_e0 <-> \n", + "R_EX_cpd00367_e0: cpd00367_e0 <-> \n", + "R_EX_cpd00184_e0: cpd00184_e0 <-> \n", + "R_EX_cpd00797_e0: cpd00797_e0 <-> \n", + "R_EX_cpd00438_e0: cpd00438_e0 <-> \n", + "R_EX_cpd00249_e0: cpd00249_e0 <-> \n", + "R_EX_cpd00130_e0: cpd00130_e0 <-> \n", + "R_EX_cpd00311_e0: cpd00311_e0 <-> \n", + "R_EX_cpd00024_e0: cpd00024_e0 <-> \n", + "R_EX_cpd00128_e0: cpd00128_e0 <-> \n", + "R_EX_cpd15574_e0: cpd15574_e0 <-> \n", + "R_EX_cpd02233_e0: cpd02233_e0 <-> \n", + "R_EX_cpd04098_e0: cpd04098_e0 <-> \n", + "R_EX_cpd00263_e0: cpd00263_e0 <-> \n", + "R_EX_cpd00075_e0: cpd00075_e0 <-> \n", + "R_EX_cpd00137_e0: cpd00137_e0 <-> \n", + "R_EX_cpd00176_e0: cpd00176_e0 <-> \n", + "R_EX_cpd00281_e0: cpd00281_e0 <-> \n", + "R_EX_cpd03724_e0: cpd03724_e0 <-> \n", + "R_EX_cpd08306_e0: cpd08306_e0 <-> \n", + "R_EX_cpd01242_e0: cpd01242_e0 <-> \n", + "R_EX_cpd15353_e0: cpd15353_e0 <-> \n", + "R_EX_cpd15352_e0: cpd15352_e0 <-> \n", + "R_EX_cpd00105_e0: cpd00105_e0 <-> \n", + "R_EX_cpd00226_e0: cpd00226_e0 <-> \n", + "R_EX_cpd08305_e0: cpd08305_e0 <-> \n", + "R_EX_cpd15499_e0: cpd15499_e0 <-> \n", + "R_EX_cpd15500_e0: cpd15500_e0 <-> \n", + "R_EX_cpd00158_e0: cpd00158_e0 <-> \n", + "R_EX_cpd15378_e0: cpd15378_e0 <-> \n" + ] + } + ], + "source": [ + "for rxn_id in community.merged_model.reactions:\n", + " rxn = community.merged_model.reactions[rxn_id]\n", + " if len(rxn.stoichiometry) == 1:\n", + " print(rxn)" + ] + }, + { + "cell_type": "code", + "execution_count": 226, + "id": "e0bce13f-0fe0-46a4-8710-e6e672b1954c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1" + ] + }, + "execution_count": 226, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 217, + "id": "e6ca9476-2d1b-44f8-be67-bdc8346354a2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'community_growth': 1}" + ] + }, + "execution_count": 217, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "community.merged_model.get_objective()" + ] + }, + { + "cell_type": "code", + "execution_count": 215, + "id": "cc3d9791-a41c-4413-a45b-5c538752d70f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "45.65937352992398" + ] + }, + "execution_count": 215, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res.values['bio1_m1']" + ] + }, + { + "cell_type": "code", + "execution_count": 203, + "id": "7d0e2339-b6d8-4a1c-82df-20a34474d1e5", + "metadata": {}, + "outputs": [], + "source": [ + "for r in community.merged_model.get_exchange_reactions():\n", + " rxn = community.merged_model.reactions[r]\n", + " v = res.values[r]\n", + " cpd = community.merged_model.metabolites[rxn.get_substrates()[0]]\n", + " if v != 0.0:\n", + " print(rxn, res.values[r], cpd)" + ] + }, + { + "cell_type": "code", + "execution_count": 204, + "id": "4259b7b0-8473-4cf4-9e27-5065d06c0eaf", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Objective: 226.12620821909735\n", + "Status: Optimal" + ] + }, + "execution_count": 204, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res = FBA(community.merged_model)\n", + "res" + ] + }, + { + "cell_type": "code", + "execution_count": 208, + "id": "c3a70762-97fa-473b-8e8d-fef24d9fe21e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "107.39020553433991" + ] + }, + "execution_count": 208, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "res.values['bio1_m3']" + ] + }, + { + "cell_type": "code", + "execution_count": 245, + "id": "813f85e0-8f60-4ac0-8585-a3cd8b00e7b9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Community growth: 0.1337890625\n", + "m1\t0.8266163263281691\n", + "m2\t4.6750838237024996e-05\n", + "m3\t0.17333692283359406" + ] + }, + "execution_count": 245, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "communitySolution2 = SteadyCom(community)\n", + "communitySolution2" + ] + }, + { + "cell_type": "code", + "execution_count": 169, + "id": "69c321d4-0635-4f63-a0bb-8950bd1a318b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{('m3', 'cpd00067_e0'): 99.99999999999864,\n", + " ('m3', 'cpd00971_e0'): -100.0,\n", + " ('m3', 'cpd00001_e0'): 100.0,\n", + " ('m3', 'cpd00063_e0'): -100.0,\n", + " ('m3', 'cpd00058_e0'): -100.0,\n", + " ('m3', 'cpd00013_e0'): -1.1368683772161603e-13,\n", + " ('m3', 'cpd10515_e0'): -100.0,\n", + " ('m3', 'cpd00009_e0'): -100.0,\n", + " ('m3', 'cpd00034_e0'): -100.0,\n", + " ('m3', 'cpd00254_e0'): -100.0,\n", + " ('m3', 'cpd10516_e0'): -100.0,\n", + " ('m3', 'cpd00099_e0'): -100.0,\n", + " ('m3', 'cpd00205_e0'): -99.99999999999989,\n", + " ('m3', 'cpd00011_e0'): 100.0,\n", + " ('m3', 'cpd00030_e0'): -100.0,\n", + " ('m3', 'cpd00149_e0'): -100.0,\n", + " ('m3', 'cpd00048_e0'): -100.0,\n", + " ('m3', 'cpd00176_e0'): 1000.0,\n", + " ('m3', 'cpd03724_e0'): 1000.0,\n", + " ('m3', 'cpd08306_e0'): 1000.0,\n", + " ('m3', 'cpd01242_e0'): 1000.0,\n", + " ('m3', 'cpd00226_e0'): 968.1920333305909,\n", + " ('m3', 'cpd08305_e0'): 1000.0,\n", + " ('m3', 'cpd00158_e0'): 1000.0}" + ] + }, + "execution_count": 169, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#communitySolution2 = SteadyCom(community)\n", + "communitySolution2.compute_exchanges()" + ] + }, + { + "cell_type": "code", + "execution_count": 87, + "id": "d1c3897a-03b0-41f5-ba10-f2e82dcfc34b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "R_EX_cpd11582_e0\t-10\tinf\n", + "R_EX_cpd00129_e0\t-10\tinf\n", + "R_EX_cpd00067_e0\t-10\tinf\n", + "R_EX_cpd00001_e0\t-10\tinf" + ] + }, + "execution_count": 87, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "env_co2 = Environment.from_compounds(['R_EX_cpd11582_e0', 'R_EX_cpd00129_e0', 'R_EX_cpd00067_e0', 'R_EX_cpd00001_e0'], fmt_func=lambda x: x, max_uptake=10)\n", + "env_co2" + ] + }, + { + "cell_type": "code", + "execution_count": 88, + "id": "955b4901", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Community growth: 31.26171875\n", + "m1\t1.0" + ] + }, + "execution_count": 88, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "communitySolution2 = SteadyCom(community, env_co2)\n", + "communitySolution2" + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "id": "d0d22d4a-0c77-4460-97a6-945b46b60994", + "metadata": {}, + "outputs": [], + "source": [ + "#communitySolution2.exchange" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d300fc75-e5f6-4a7b-a9f4-6b08254c2517", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c5de0c95-2880-4d3c-af87-9878f5617e24", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Community Modeling/SteadyCom_electro.ipynb b/examples/Community Modeling/MSSteadyCom/SteadyCom_electro.ipynb similarity index 96% rename from examples/Community Modeling/SteadyCom_electro.ipynb rename to examples/Community Modeling/MSSteadyCom/SteadyCom_electro.ipynb index 57925e3f..0352248d 100644 --- a/examples/Community Modeling/SteadyCom_electro.ipynb +++ b/examples/Community Modeling/MSSteadyCom/SteadyCom_electro.ipynb @@ -1,180 +1,180 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "id": "5d4f5329", - "metadata": {}, - "outputs": [], - "source": [ - "import cobrakbase\n", - "from reframed import *\n", - "\n", - "import cobra\n", - "from cobra import Model, Reaction, Metabolite\n", - "\n", - "from math import inf\n", - "\n", - "kbase = cobrakbase.KBaseAPI()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "286e0b1f", - "metadata": {}, - "outputs": [], - "source": [ - "modelAce = from_cobrapy(kbase.get_from_ws('Acetobacterium_MES1.electrosynthesis.edited', 93204))\n", - "media = kbase.get_from_ws('CO2_minimal', 93204)\n", - "\n", - "# constraints\n", - "media_const = media.get_media_constraints()\n", - "modelAce.compartments.e0.external = True\n", - "\n", - "for rxn_id in modelAce.reactions:\n", - " if 'EX_' in rxn_id:\n", - " rxn = modelAce.reactions[rxn_id]\n", - " rxn.reaction_type = ReactionType.EXCHANGE\n", - "\n", - "for rxn_id in modelAce.get_exchange_reactions():\n", - " rxn = modelAce.reactions[rxn_id]\n", - " if rxn_id[3:] in media_const: \n", - " lb, ub = media_const[rxn_id[3:]]\n", - " rxn.set_flux_bounds(lb, ub)\n", - " else: \n", - " rxn.set_flux_bounds(0, 1000) # excretion only\n", - "\n", - "resAce = FBA(modelAce)\n", - "print(resAce)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3cbc12fa", - "metadata": {}, - "outputs": [], - "source": [ - "# Trying to create an individual model of 'Acetobacterium_MES1' from the community model\n", - "\n", - "communityModel = from_cobrapy(kbase.get_from_ws('electro.community.edited.v2', 93204))\n", - "\n", - "modelA = CBModel('modelA')\n", - "ext_mets = []\n", - "\n", - "# creating an external compartment\n", - "ext_comp_id = 'e0'\n", - "comp = Compartment(ext_comp_id, \"extracellular environment\", external=True)\n", - "modelA.add_compartment(comp)\n", - "\n", - "# biomass\n", - "biomass_id = 'biomass'\n", - "met = Metabolite(biomass_id, \"Total biomass\", compartment=ext_comp_id)\n", - "modelA.add_metabolite(met)\n", - "\n", - "biomass_rxn_id = 'biom'\n", - "biomass_rxn = CBReaction(biomass_rxn_id, name=\"Biomass reaction\",\n", - " reversible=False, stoichiometry={biomass_id: -1},\n", - " lb=0, ub=inf, objective=1)\n", - "\n", - "modelA.add_reaction(biomass_rxn)\n", - "\n", - "# add internal compartments\n", - "new_comp1 = Compartment('c0')\n", - "modelA.add_compartment(new_comp1)\n", - "\n", - "# add metabolites \n", - "for m_id, met in communityModel.metabolites.items():\n", - " if m_id[-2:] == 'c1': # internal\n", - " new_met = Metabolite(m_id, compartment='c0')\n", - " new_met.metadata = met.metadata.copy()\n", - " modelA.add_metabolite(new_met)\n", - " elif m_id[-2:] == 'e0' or m_id[-2:] == 'c0': # external\n", - " new_met = Metabolite(m_id, compartment=ext_comp_id)\n", - " new_met.metadata = met.metadata.copy()\n", - " modelA.add_metabolite(new_met)\n", - " ext_mets.append(new_met.id)\n", - "\n", - "# add genes\n", - "for g_id, gene in communityModel.genes.items():\n", - " new_id = g_id\n", - " new_gene = Gene(new_id, gene.name)\n", - " new_gene.metadata = gene.metadata.copy()\n", - " modelA.add_gene(new_gene)\n", - "\n", - "# add internal reactions\n", - "for r_id, rxn in communityModel.reactions.items():\n", - "\n", - "# if rxn.reaction_type == ReactionType.EXCHANGE: \n", - "# continue\n", - "\n", - " if r_id[-2:] == 'c1' or r_id[-2:] == 'e0' or r_id[-2:] == 'c0' or r_id == 'bio2': \n", - "\n", - " new_stoichiometry = {\n", - " m_id if m_id in ext_mets else m_id: coeff\n", - " for m_id, coeff in rxn.stoichiometry.items()\n", - " }\n", - "\n", - " if r_id == 'bio2':\n", - " new_stoichiometry[biomass_id] = 1\n", - "\n", - " if rxn.gpr is None:\n", - " new_gpr = None\n", - " else:\n", - " new_gpr = GPRAssociation()\n", - " new_gpr.metadata = rxn.gpr.metadata.copy()\n", - "\n", - " for protein in rxn.gpr.proteins:\n", - " new_protein = Protein()\n", - " new_protein.genes = [g_id for g_id in protein.genes]\n", - " new_protein.metadata = protein.metadata.copy()\n", - " new_gpr.proteins.append(new_protein)\n", - "\n", - " new_rxn = CBReaction(\n", - " r_id,\n", - " name=rxn.name,\n", - " reversible=rxn.reversible,\n", - " stoichiometry=new_stoichiometry,\n", - " reaction_type=rxn.reaction_type,\n", - " lb=rxn.lb,\n", - " ub=rxn.ub,\n", - " gpr_association=new_gpr\n", - " )\n", - "\n", - " modelA.add_reaction(new_rxn)\n", - " new_rxn.metadata = rxn.metadata.copy()\n", - "\n", - "# add exchange reactions\n", - "for m_id in ext_mets:\n", - " r_id = f\"R_EX_{m_id[2:]}\" if m_id.startswith(\"M_\") else f\"R_EX_{m_id}\"\n", - " rxn = CBReaction(r_id, reversible=True, stoichiometry={m_id: -1}, reaction_type=ReactionType.EXCHANGE)\n", - " modelA.add_reaction(rxn)\n", - "\n", - "resA = FBA(modelA)\n", - "print(resA)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.8" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "5d4f5329", + "metadata": {}, + "outputs": [], + "source": [ + "import cobrakbase\n", + "from reframed import *\n", + "\n", + "import cobra\n", + "from cobra import Model, Reaction, Metabolite\n", + "\n", + "from math import inf\n", + "\n", + "kbase = cobrakbase.KBaseAPI()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "286e0b1f", + "metadata": {}, + "outputs": [], + "source": [ + "modelAce = from_cobrapy(kbase.get_from_ws('Acetobacterium_MES1.electrosynthesis.edited', 93204))\n", + "media = kbase.get_from_ws('CO2_minimal', 93204)\n", + "\n", + "# constraints\n", + "media_const = media.get_media_constraints()\n", + "modelAce.compartments.e0.external = True\n", + "\n", + "for rxn_id in modelAce.reactions:\n", + " if 'EX_' in rxn_id:\n", + " rxn = modelAce.reactions[rxn_id]\n", + " rxn.reaction_type = ReactionType.EXCHANGE\n", + "\n", + "for rxn_id in modelAce.get_exchange_reactions():\n", + " rxn = modelAce.reactions[rxn_id]\n", + " if rxn_id[3:] in media_const: \n", + " lb, ub = media_const[rxn_id[3:]]\n", + " rxn.set_flux_bounds(lb, ub)\n", + " else: \n", + " rxn.set_flux_bounds(0, 1000) # excretion only\n", + "\n", + "resAce = FBA(modelAce)\n", + "print(resAce)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3cbc12fa", + "metadata": {}, + "outputs": [], + "source": [ + "# Trying to create an individual model of 'Acetobacterium_MES1' from the community model\n", + "\n", + "communityModel = from_cobrapy(kbase.get_from_ws('electro.community.edited.v2', 93204))\n", + "\n", + "modelA = CBModel('modelA')\n", + "ext_mets = []\n", + "\n", + "# creating an external compartment\n", + "ext_comp_id = 'e0'\n", + "comp = Compartment(ext_comp_id, \"extracellular environment\", external=True)\n", + "modelA.add_compartment(comp)\n", + "\n", + "# biomass\n", + "biomass_id = 'biomass'\n", + "met = Metabolite(biomass_id, \"Total biomass\", compartment=ext_comp_id)\n", + "modelA.add_metabolite(met)\n", + "\n", + "biomass_rxn_id = 'biom'\n", + "biomass_rxn = CBReaction(biomass_rxn_id, name=\"Biomass reaction\",\n", + " reversible=False, stoichiometry={biomass_id: -1},\n", + " lb=0, ub=inf, objective=1)\n", + "\n", + "modelA.add_reaction(biomass_rxn)\n", + "\n", + "# add internal compartments\n", + "new_comp1 = Compartment('c0')\n", + "modelA.add_compartment(new_comp1)\n", + "\n", + "# add metabolites \n", + "for m_id, met in communityModel.metabolites.items():\n", + " if m_id[-2:] == 'c1': # internal\n", + " new_met = Metabolite(m_id, compartment='c0')\n", + " new_met.metadata = met.metadata.copy()\n", + " modelA.add_metabolite(new_met)\n", + " elif m_id[-2:] == 'e0' or m_id[-2:] == 'c0': # external\n", + " new_met = Metabolite(m_id, compartment=ext_comp_id)\n", + " new_met.metadata = met.metadata.copy()\n", + " modelA.add_metabolite(new_met)\n", + " ext_mets.append(new_met.id)\n", + "\n", + "# add genes\n", + "for g_id, gene in communityModel.genes.items():\n", + " new_id = g_id\n", + " new_gene = Gene(new_id, gene.name)\n", + " new_gene.metadata = gene.metadata.copy()\n", + " modelA.add_gene(new_gene)\n", + "\n", + "# add internal reactions\n", + "for r_id, rxn in communityModel.reactions.items():\n", + "\n", + "# if rxn.reaction_type == ReactionType.EXCHANGE: \n", + "# continue\n", + "\n", + " if r_id[-2:] == 'c1' or r_id[-2:] == 'e0' or r_id[-2:] == 'c0' or r_id == 'bio2': \n", + "\n", + " new_stoichiometry = {\n", + " m_id if m_id in ext_mets else m_id: coeff\n", + " for m_id, coeff in rxn.stoichiometry.items()\n", + " }\n", + "\n", + " if r_id == 'bio2':\n", + " new_stoichiometry[biomass_id] = 1\n", + "\n", + " if rxn.gpr is None:\n", + " new_gpr = None\n", + " else:\n", + " new_gpr = GPRAssociation()\n", + " new_gpr.metadata = rxn.gpr.metadata.copy()\n", + "\n", + " for protein in rxn.gpr.proteins:\n", + " new_protein = Protein()\n", + " new_protein.genes = [g_id for g_id in protein.genes]\n", + " new_protein.metadata = protein.metadata.copy()\n", + " new_gpr.proteins.append(new_protein)\n", + "\n", + " new_rxn = CBReaction(\n", + " r_id,\n", + " name=rxn.name,\n", + " reversible=rxn.reversible,\n", + " stoichiometry=new_stoichiometry,\n", + " reaction_type=rxn.reaction_type,\n", + " lb=rxn.lb,\n", + " ub=rxn.ub,\n", + " gpr_association=new_gpr\n", + " )\n", + "\n", + " modelA.add_reaction(new_rxn)\n", + " new_rxn.metadata = rxn.metadata.copy()\n", + "\n", + "# add exchange reactions\n", + "for m_id in ext_mets:\n", + " r_id = f\"R_EX_{m_id[2:]}\" if m_id.startswith(\"M_\") else f\"R_EX_{m_id}\"\n", + " rxn = CBReaction(r_id, reversible=True, stoichiometry={m_id: -1}, reaction_type=ReactionType.EXCHANGE)\n", + " modelA.add_reaction(rxn)\n", + "\n", + "resA = FBA(modelA)\n", + "print(resA)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Community Modeling/MSCommunity/SteadyCom_electro.ipynb b/examples/Community Modeling/MSSteadyCom/SteadyCom_electro.ipynb copy similarity index 97% rename from examples/Community Modeling/MSCommunity/SteadyCom_electro.ipynb rename to examples/Community Modeling/MSSteadyCom/SteadyCom_electro.ipynb copy index 57925e3f..ccde669b 100644 --- a/examples/Community Modeling/MSCommunity/SteadyCom_electro.ipynb +++ b/examples/Community Modeling/MSSteadyCom/SteadyCom_electro.ipynb copy @@ -1,180 +1,180 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "id": "5d4f5329", - "metadata": {}, - "outputs": [], - "source": [ - "import cobrakbase\n", - "from reframed import *\n", - "\n", - "import cobra\n", - "from cobra import Model, Reaction, Metabolite\n", - "\n", - "from math import inf\n", - "\n", - "kbase = cobrakbase.KBaseAPI()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "286e0b1f", - "metadata": {}, - "outputs": [], - "source": [ - "modelAce = from_cobrapy(kbase.get_from_ws('Acetobacterium_MES1.electrosynthesis.edited', 93204))\n", - "media = kbase.get_from_ws('CO2_minimal', 93204)\n", - "\n", - "# constraints\n", - "media_const = media.get_media_constraints()\n", - "modelAce.compartments.e0.external = True\n", - "\n", - "for rxn_id in modelAce.reactions:\n", - " if 'EX_' in rxn_id:\n", - " rxn = modelAce.reactions[rxn_id]\n", - " rxn.reaction_type = ReactionType.EXCHANGE\n", - "\n", - "for rxn_id in modelAce.get_exchange_reactions():\n", - " rxn = modelAce.reactions[rxn_id]\n", - " if rxn_id[3:] in media_const: \n", - " lb, ub = media_const[rxn_id[3:]]\n", - " rxn.set_flux_bounds(lb, ub)\n", - " else: \n", - " rxn.set_flux_bounds(0, 1000) # excretion only\n", - "\n", - "resAce = FBA(modelAce)\n", - "print(resAce)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3cbc12fa", - "metadata": {}, - "outputs": [], - "source": [ - "# Trying to create an individual model of 'Acetobacterium_MES1' from the community model\n", - "\n", - "communityModel = from_cobrapy(kbase.get_from_ws('electro.community.edited.v2', 93204))\n", - "\n", - "modelA = CBModel('modelA')\n", - "ext_mets = []\n", - "\n", - "# creating an external compartment\n", - "ext_comp_id = 'e0'\n", - "comp = Compartment(ext_comp_id, \"extracellular environment\", external=True)\n", - "modelA.add_compartment(comp)\n", - "\n", - "# biomass\n", - "biomass_id = 'biomass'\n", - "met = Metabolite(biomass_id, \"Total biomass\", compartment=ext_comp_id)\n", - "modelA.add_metabolite(met)\n", - "\n", - "biomass_rxn_id = 'biom'\n", - "biomass_rxn = CBReaction(biomass_rxn_id, name=\"Biomass reaction\",\n", - " reversible=False, stoichiometry={biomass_id: -1},\n", - " lb=0, ub=inf, objective=1)\n", - "\n", - "modelA.add_reaction(biomass_rxn)\n", - "\n", - "# add internal compartments\n", - "new_comp1 = Compartment('c0')\n", - "modelA.add_compartment(new_comp1)\n", - "\n", - "# add metabolites \n", - "for m_id, met in communityModel.metabolites.items():\n", - " if m_id[-2:] == 'c1': # internal\n", - " new_met = Metabolite(m_id, compartment='c0')\n", - " new_met.metadata = met.metadata.copy()\n", - " modelA.add_metabolite(new_met)\n", - " elif m_id[-2:] == 'e0' or m_id[-2:] == 'c0': # external\n", - " new_met = Metabolite(m_id, compartment=ext_comp_id)\n", - " new_met.metadata = met.metadata.copy()\n", - " modelA.add_metabolite(new_met)\n", - " ext_mets.append(new_met.id)\n", - "\n", - "# add genes\n", - "for g_id, gene in communityModel.genes.items():\n", - " new_id = g_id\n", - " new_gene = Gene(new_id, gene.name)\n", - " new_gene.metadata = gene.metadata.copy()\n", - " modelA.add_gene(new_gene)\n", - "\n", - "# add internal reactions\n", - "for r_id, rxn in communityModel.reactions.items():\n", - "\n", - "# if rxn.reaction_type == ReactionType.EXCHANGE: \n", - "# continue\n", - "\n", - " if r_id[-2:] == 'c1' or r_id[-2:] == 'e0' or r_id[-2:] == 'c0' or r_id == 'bio2': \n", - "\n", - " new_stoichiometry = {\n", - " m_id if m_id in ext_mets else m_id: coeff\n", - " for m_id, coeff in rxn.stoichiometry.items()\n", - " }\n", - "\n", - " if r_id == 'bio2':\n", - " new_stoichiometry[biomass_id] = 1\n", - "\n", - " if rxn.gpr is None:\n", - " new_gpr = None\n", - " else:\n", - " new_gpr = GPRAssociation()\n", - " new_gpr.metadata = rxn.gpr.metadata.copy()\n", - "\n", - " for protein in rxn.gpr.proteins:\n", - " new_protein = Protein()\n", - " new_protein.genes = [g_id for g_id in protein.genes]\n", - " new_protein.metadata = protein.metadata.copy()\n", - " new_gpr.proteins.append(new_protein)\n", - "\n", - " new_rxn = CBReaction(\n", - " r_id,\n", - " name=rxn.name,\n", - " reversible=rxn.reversible,\n", - " stoichiometry=new_stoichiometry,\n", - " reaction_type=rxn.reaction_type,\n", - " lb=rxn.lb,\n", - " ub=rxn.ub,\n", - " gpr_association=new_gpr\n", - " )\n", - "\n", - " modelA.add_reaction(new_rxn)\n", - " new_rxn.metadata = rxn.metadata.copy()\n", - "\n", - "# add exchange reactions\n", - "for m_id in ext_mets:\n", - " r_id = f\"R_EX_{m_id[2:]}\" if m_id.startswith(\"M_\") else f\"R_EX_{m_id}\"\n", - " rxn = CBReaction(r_id, reversible=True, stoichiometry={m_id: -1}, reaction_type=ReactionType.EXCHANGE)\n", - " modelA.add_reaction(rxn)\n", - "\n", - "resA = FBA(modelA)\n", - "print(resA)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.8" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "5d4f5329", + "metadata": {}, + "outputs": [], + "source": [ + "import cobrakbase\n", + "from reframed import *\n", + "\n", + "import cobra\n", + "from cobra import Model, Reaction, Metabolite\n", + "\n", + "from math import inf\n", + "\n", + "kbase = cobrakbase.KBaseAPI()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "286e0b1f", + "metadata": {}, + "outputs": [], + "source": [ + "modelAce = from_cobrapy(kbase.get_from_ws('Acetobacterium_MES1.electrosynthesis.edited', 93204))\n", + "media = kbase.get_from_ws('CO2_minimal', 93204)\n", + "\n", + "# constraints\n", + "media_const = media.get_media_constraints()\n", + "modelAce.compartments.e0.external = True\n", + "\n", + "for rxn_id in modelAce.reactions:\n", + " if 'EX_' in rxn_id:\n", + " rxn = modelAce.reactions[rxn_id]\n", + " rxn.reaction_type = ReactionType.EXCHANGE\n", + "\n", + "for rxn_id in modelAce.get_exchange_reactions():\n", + " rxn = modelAce.reactions[rxn_id]\n", + " if rxn_id[3:] in media_const: \n", + " lb, ub = media_const[rxn_id[3:]]\n", + " rxn.set_flux_bounds(lb, ub)\n", + " else: \n", + " rxn.set_flux_bounds(0, 1000) # excretion only\n", + "\n", + "resAce = FBA(modelAce)\n", + "print(resAce)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3cbc12fa", + "metadata": {}, + "outputs": [], + "source": [ + "# Trying to create an individual model of 'Acetobacterium_MES1' from the community model\n", + "\n", + "communityModel = from_cobrapy(kbase.get_from_ws('electro.community.edited.v2', 93204))\n", + "\n", + "modelA = CBModel('modelA')\n", + "ext_mets = []\n", + "\n", + "# creating an external compartment\n", + "ext_comp_id = 'e0'\n", + "comp = Compartment(ext_comp_id, \"extracellular environment\", external=True)\n", + "modelA.add_compartment(comp)\n", + "\n", + "# biomass\n", + "biomass_id = 'biomass'\n", + "met = Metabolite(biomass_id, \"Total biomass\", compartment=ext_comp_id)\n", + "modelA.add_metabolite(met)\n", + "\n", + "biomass_rxn_id = 'biom'\n", + "biomass_rxn = CBReaction(biomass_rxn_id, name=\"Biomass reaction\",\n", + " reversible=False, stoichiometry={biomass_id: -1},\n", + " lb=0, ub=inf, objective=1)\n", + "\n", + "modelA.add_reaction(biomass_rxn)\n", + "\n", + "# add internal compartments\n", + "new_comp1 = Compartment('c0')\n", + "modelA.add_compartment(new_comp1)\n", + "\n", + "# add metabolites \n", + "for m_id, met in communityModel.metabolites.items():\n", + " if m_id[-2:] == 'c1': # internal\n", + " new_met = Metabolite(m_id, compartment='c0')\n", + " new_met.metadata = met.metadata.copy()\n", + " modelA.add_metabolite(new_met)\n", + " elif m_id[-2:] == 'e0' or m_id[-2:] == 'c0': # external\n", + " new_met = Metabolite(m_id, compartment=ext_comp_id)\n", + " new_met.metadata = met.metadata.copy()\n", + " modelA.add_metabolite(new_met)\n", + " ext_mets.append(new_met.id)\n", + "\n", + "# add genes\n", + "for g_id, gene in communityModel.genes.items():\n", + " new_id = g_id\n", + " new_gene = Gene(new_id, gene.name)\n", + " new_gene.metadata = gene.metadata.copy()\n", + " modelA.add_gene(new_gene)\n", + "\n", + "# add internal reactions\n", + "for r_id, rxn in communityModel.reactions.items():\n", + "\n", + "# if rxn.reaction_type == ReactionType.EXCHANGE: \n", + "# continue\n", + "\n", + " if r_id[-2:] == 'c1' or r_id[-2:] == 'e0' or r_id[-2:] == 'c0' or r_id == 'bio2': \n", + "\n", + " new_stoichiometry = {\n", + " m_id if m_id in ext_mets else m_id: coeff\n", + " for m_id, coeff in rxn.stoichiometry.items()\n", + " }\n", + "\n", + " if r_id == 'bio2':\n", + " new_stoichiometry[biomass_id] = 1\n", + "\n", + " if rxn.gpr is None:\n", + " new_gpr = None\n", + " else:\n", + " new_gpr = GPRAssociation()\n", + " new_gpr.metadata = rxn.gpr.metadata.copy()\n", + "\n", + " for protein in rxn.gpr.proteins:\n", + " new_protein = Protein()\n", + " new_protein.genes = [g_id for g_id in protein.genes]\n", + " new_protein.metadata = protein.metadata.copy()\n", + " new_gpr.proteins.append(new_protein)\n", + "\n", + " new_rxn = CBReaction(\n", + " r_id,\n", + " name=rxn.name,\n", + " reversible=rxn.reversible,\n", + " stoichiometry=new_stoichiometry,\n", + " reaction_type=rxn.reaction_type,\n", + " lb=rxn.lb,\n", + " ub=rxn.ub,\n", + " gpr_association=new_gpr\n", + " )\n", + "\n", + " modelA.add_reaction(new_rxn)\n", + " new_rxn.metadata = rxn.metadata.copy()\n", + "\n", + "# add exchange reactions\n", + "for m_id in ext_mets:\n", + " r_id = f\"R_EX_{m_id[2:]}\" if m_id.startswith(\"M_\") else f\"R_EX_{m_id}\"\n", + " rxn = CBReaction(r_id, reversible=True, stoichiometry={m_id: -1}, reaction_type=ReactionType.EXCHANGE)\n", + " modelA.add_reaction(rxn)\n", + "\n", + "resA = FBA(modelA)\n", + "print(resA)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Community Modeling/MSCommunity/SteadyCom_final.ipynb b/examples/Community Modeling/MSSteadyCom/SteadyCom_final.ipynb similarity index 96% rename from examples/Community Modeling/MSCommunity/SteadyCom_final.ipynb rename to examples/Community Modeling/MSSteadyCom/SteadyCom_final.ipynb index c3b798a4..60f8a5be 100644 --- a/examples/Community Modeling/MSCommunity/SteadyCom_final.ipynb +++ b/examples/Community Modeling/MSSteadyCom/SteadyCom_final.ipynb @@ -1,131 +1,131 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 2, - "id": "694ee2ec", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.7\n" - ] - } - ], - "source": [ - "import cobrakbase\n", - "from reframed import *\n", - "\n", - "kbase = cobrakbase.KBaseAPI()" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "98da5419", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "FBA\n", - "Objective: 0.13415949482528114\n", - "Status: Optimal\n", - "\n", - "SteadyCom\n", - "Community growth: 0.1337890625\n", - "m1\t0.8999076500420199\n", - "m2\t0.00024233331552488835\n", - "m3\t0.0998500166424553\n" - ] - } - ], - "source": [ - "# # Running FBA/SteadyCom on merged electro community model\n", - "model1 = from_cobrapy(kbase.get_from_ws('Acetobacterium_MES1.electrosynthesis.edited', 93204))\n", - "model1.id = 'm1'\n", - "model1.compartments.e0.external = True\n", - "model2 = from_cobrapy(kbase.get_from_ws('Sulfurospirillum_MES13.autotroph.edited', 93204))\n", - "model2.id = 'm2'\n", - "model2.compartments.e0.external = True\n", - "model3 = from_cobrapy(kbase.get_from_ws('Desulfovibrio_MES4.autotroph.edited.v2', 93204))\n", - "model3.id = 'm3'\n", - "model3.compartments.e0.external = True\n", - "\n", - "for rxn_id in model1.reactions:\n", - " if 'EX_' in rxn_id:\n", - " rxn = model1.reactions[rxn_id]\n", - " rxn.reaction_type = ReactionType.EXCHANGE\n", - "for rxn_id in model2.reactions:\n", - " if 'EX_' in rxn_id:\n", - " rxn = model2.reactions[rxn_id]\n", - " rxn.reaction_type = ReactionType.EXCHANGE\n", - "for rxn_id in model3.reactions:\n", - " if 'EX_' in rxn_id:\n", - " rxn = model3.reactions[rxn_id]\n", - " rxn.reaction_type = ReactionType.EXCHANGE\n", - " \n", - "electroCommunity = Community('electro.community',[model1,model2,model3])\n", - "\n", - "media = kbase.get_from_ws('CO2_minimal', 93204) # we download the media from KBase\n", - "media_const = media.get_media_constraints() # get constraints \n", - "\n", - "for r in electroCommunity.merged_model.get_exchange_reactions():\n", - " rxn = electroCommunity.merged_model.reactions[r]\n", - " if r[5:] in media_const: # if constraint in media we assign bounds\n", - " lb, ub = media_const[r[5:]]\n", - " rxn.set_flux_bounds(lb, ub)\n", - " else: # otherwise set to excretion only\n", - " rxn.set_flux_bounds(0, 1000)\n", - "\n", - "print('FBA')\n", - "res = FBA(electroCommunity.merged_model) # test if new media works\n", - "print(res)\n", - "\n", - "print('SteadyCom')\n", - "sol = SteadyCom(electroCommunity)\n", - "print(sol)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d158deae", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.8" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "id": "694ee2ec", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.7\n" + ] + } + ], + "source": [ + "import cobrakbase\n", + "from reframed import *\n", + "\n", + "kbase = cobrakbase.KBaseAPI()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "98da5419", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n", + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "FBA\n", + "Objective: 0.13415949482528114\n", + "Status: Optimal\n", + "\n", + "SteadyCom\n", + "Community growth: 0.1337890625\n", + "m1\t0.8999076500420199\n", + "m2\t0.00024233331552488835\n", + "m3\t0.0998500166424553\n" + ] + } + ], + "source": [ + "# # Running FBA/SteadyCom on merged electro community model\n", + "model1 = from_cobrapy(kbase.get_from_ws('Acetobacterium_MES1.electrosynthesis.edited', 93204))\n", + "model1.id = 'm1'\n", + "model1.compartments.e0.external = True\n", + "model2 = from_cobrapy(kbase.get_from_ws('Sulfurospirillum_MES13.autotroph.edited', 93204))\n", + "model2.id = 'm2'\n", + "model2.compartments.e0.external = True\n", + "model3 = from_cobrapy(kbase.get_from_ws('Desulfovibrio_MES4.autotroph.edited.v2', 93204))\n", + "model3.id = 'm3'\n", + "model3.compartments.e0.external = True\n", + "\n", + "for rxn_id in model1.reactions:\n", + " if 'EX_' in rxn_id:\n", + " rxn = model1.reactions[rxn_id]\n", + " rxn.reaction_type = ReactionType.EXCHANGE\n", + "for rxn_id in model2.reactions:\n", + " if 'EX_' in rxn_id:\n", + " rxn = model2.reactions[rxn_id]\n", + " rxn.reaction_type = ReactionType.EXCHANGE\n", + "for rxn_id in model3.reactions:\n", + " if 'EX_' in rxn_id:\n", + " rxn = model3.reactions[rxn_id]\n", + " rxn.reaction_type = ReactionType.EXCHANGE\n", + " \n", + "electroCommunity = Community('electro.community',[model1,model2,model3])\n", + "\n", + "media = kbase.get_from_ws('CO2_minimal', 93204) # we download the media from KBase\n", + "media_const = media.get_media_constraints() # get constraints \n", + "\n", + "for r in electroCommunity.merged_model.get_exchange_reactions():\n", + " rxn = electroCommunity.merged_model.reactions[r]\n", + " if r[5:] in media_const: # if constraint in media we assign bounds\n", + " lb, ub = media_const[r[5:]]\n", + " rxn.set_flux_bounds(lb, ub)\n", + " else: # otherwise set to excretion only\n", + " rxn.set_flux_bounds(0, 1000)\n", + "\n", + "print('FBA')\n", + "res = FBA(electroCommunity.merged_model) # test if new media works\n", + "print(res)\n", + "\n", + "print('SteadyCom')\n", + "sol = SteadyCom(electroCommunity)\n", + "print(sol)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d158deae", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Community Modeling/SteadyCom_final.ipynb b/examples/Community Modeling/MSSteadyCom/SteadyCom_final.ipynb copy similarity index 96% rename from examples/Community Modeling/SteadyCom_final.ipynb rename to examples/Community Modeling/MSSteadyCom/SteadyCom_final.ipynb copy index c3b798a4..60f8a5be 100644 --- a/examples/Community Modeling/SteadyCom_final.ipynb +++ b/examples/Community Modeling/MSSteadyCom/SteadyCom_final.ipynb copy @@ -1,131 +1,131 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 2, - "id": "694ee2ec", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.7\n" - ] - } - ], - "source": [ - "import cobrakbase\n", - "from reframed import *\n", - "\n", - "kbase = cobrakbase.KBaseAPI()" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "98da5419", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "FBA\n", - "Objective: 0.13415949482528114\n", - "Status: Optimal\n", - "\n", - "SteadyCom\n", - "Community growth: 0.1337890625\n", - "m1\t0.8999076500420199\n", - "m2\t0.00024233331552488835\n", - "m3\t0.0998500166424553\n" - ] - } - ], - "source": [ - "# # Running FBA/SteadyCom on merged electro community model\n", - "model1 = from_cobrapy(kbase.get_from_ws('Acetobacterium_MES1.electrosynthesis.edited', 93204))\n", - "model1.id = 'm1'\n", - "model1.compartments.e0.external = True\n", - "model2 = from_cobrapy(kbase.get_from_ws('Sulfurospirillum_MES13.autotroph.edited', 93204))\n", - "model2.id = 'm2'\n", - "model2.compartments.e0.external = True\n", - "model3 = from_cobrapy(kbase.get_from_ws('Desulfovibrio_MES4.autotroph.edited.v2', 93204))\n", - "model3.id = 'm3'\n", - "model3.compartments.e0.external = True\n", - "\n", - "for rxn_id in model1.reactions:\n", - " if 'EX_' in rxn_id:\n", - " rxn = model1.reactions[rxn_id]\n", - " rxn.reaction_type = ReactionType.EXCHANGE\n", - "for rxn_id in model2.reactions:\n", - " if 'EX_' in rxn_id:\n", - " rxn = model2.reactions[rxn_id]\n", - " rxn.reaction_type = ReactionType.EXCHANGE\n", - "for rxn_id in model3.reactions:\n", - " if 'EX_' in rxn_id:\n", - " rxn = model3.reactions[rxn_id]\n", - " rxn.reaction_type = ReactionType.EXCHANGE\n", - " \n", - "electroCommunity = Community('electro.community',[model1,model2,model3])\n", - "\n", - "media = kbase.get_from_ws('CO2_minimal', 93204) # we download the media from KBase\n", - "media_const = media.get_media_constraints() # get constraints \n", - "\n", - "for r in electroCommunity.merged_model.get_exchange_reactions():\n", - " rxn = electroCommunity.merged_model.reactions[r]\n", - " if r[5:] in media_const: # if constraint in media we assign bounds\n", - " lb, ub = media_const[r[5:]]\n", - " rxn.set_flux_bounds(lb, ub)\n", - " else: # otherwise set to excretion only\n", - " rxn.set_flux_bounds(0, 1000)\n", - "\n", - "print('FBA')\n", - "res = FBA(electroCommunity.merged_model) # test if new media works\n", - "print(res)\n", - "\n", - "print('SteadyCom')\n", - "sol = SteadyCom(electroCommunity)\n", - "print(sol)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d158deae", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.8" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "id": "694ee2ec", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.7\n" + ] + } + ], + "source": [ + "import cobrakbase\n", + "from reframed import *\n", + "\n", + "kbase = cobrakbase.KBaseAPI()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "98da5419", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n", + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "FBA\n", + "Objective: 0.13415949482528114\n", + "Status: Optimal\n", + "\n", + "SteadyCom\n", + "Community growth: 0.1337890625\n", + "m1\t0.8999076500420199\n", + "m2\t0.00024233331552488835\n", + "m3\t0.0998500166424553\n" + ] + } + ], + "source": [ + "# # Running FBA/SteadyCom on merged electro community model\n", + "model1 = from_cobrapy(kbase.get_from_ws('Acetobacterium_MES1.electrosynthesis.edited', 93204))\n", + "model1.id = 'm1'\n", + "model1.compartments.e0.external = True\n", + "model2 = from_cobrapy(kbase.get_from_ws('Sulfurospirillum_MES13.autotroph.edited', 93204))\n", + "model2.id = 'm2'\n", + "model2.compartments.e0.external = True\n", + "model3 = from_cobrapy(kbase.get_from_ws('Desulfovibrio_MES4.autotroph.edited.v2', 93204))\n", + "model3.id = 'm3'\n", + "model3.compartments.e0.external = True\n", + "\n", + "for rxn_id in model1.reactions:\n", + " if 'EX_' in rxn_id:\n", + " rxn = model1.reactions[rxn_id]\n", + " rxn.reaction_type = ReactionType.EXCHANGE\n", + "for rxn_id in model2.reactions:\n", + " if 'EX_' in rxn_id:\n", + " rxn = model2.reactions[rxn_id]\n", + " rxn.reaction_type = ReactionType.EXCHANGE\n", + "for rxn_id in model3.reactions:\n", + " if 'EX_' in rxn_id:\n", + " rxn = model3.reactions[rxn_id]\n", + " rxn.reaction_type = ReactionType.EXCHANGE\n", + " \n", + "electroCommunity = Community('electro.community',[model1,model2,model3])\n", + "\n", + "media = kbase.get_from_ws('CO2_minimal', 93204) # we download the media from KBase\n", + "media_const = media.get_media_constraints() # get constraints \n", + "\n", + "for r in electroCommunity.merged_model.get_exchange_reactions():\n", + " rxn = electroCommunity.merged_model.reactions[r]\n", + " if r[5:] in media_const: # if constraint in media we assign bounds\n", + " lb, ub = media_const[r[5:]]\n", + " rxn.set_flux_bounds(lb, ub)\n", + " else: # otherwise set to excretion only\n", + " rxn.set_flux_bounds(0, 1000)\n", + "\n", + "print('FBA')\n", + "res = FBA(electroCommunity.merged_model) # test if new media works\n", + "print(res)\n", + "\n", + "print('SteadyCom')\n", + "sol = SteadyCom(electroCommunity)\n", + "print(sol)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d158deae", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Community Modeling/MSSteadyCom/build_community_model.ipynb b/examples/Community Modeling/MSSteadyCom/build_community_model.ipynb new file mode 100644 index 00000000..9ed293cb --- /dev/null +++ b/examples/Community Modeling/MSSteadyCom/build_community_model.ipynb @@ -0,0 +1,43510 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "57472e20-a3cf-466a-9caa-1d640dd98f8f", + "metadata": {}, + "source": [ + "# Load and prepare models for assemblage into a community" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "00e2fa70-51f3-4d18-93cc-c445d37f25c9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.3.1\n" + ] + } + ], + "source": [ + "# define the environment path \n", + "from pprint import pprint\n", + "import os\n", + "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", + "os.environ[\"HOME\"] = local_cobrakbase_path\n", + "\n", + "# import the models\n", + "import cobrakbase\n", + "with open(\"D:/Users/Andrew Freiburger/Documents/Argonne/kbase_token.txt\") as token_file:\n", + "# with open(\"/Users/afreiburger/Documents/Argonne/kbase_token.txt\") as token_file:\n", + " kbase = cobrakbase.KBaseAPI(token_file.readline())\n", + "model1 = kbase.get_from_ws(\"E_iAH991V2\",40576)\n", + "model2 = kbase.get_from_ws(\"E_iML1515.kb\",40576)\n", + "models = [model1, model2]\n", + "com_model = kbase.get_from_ws(\"CMM_iAH991V2_iML1515.kb\",40576)" + ] + }, + { + "cell_type": "markdown", + "id": "53e1507c-6536-410f-943a-d2406078b955", + "metadata": {}, + "source": [ + "### build community" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "fb39d408-633b-4942-816d-ff3460524f27", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (kestottr_e0 | kestottr_e0 | kestottr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (gncore1_e0 | gncore1_e0 | gncore1) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (arabinogal_e0 | arabinogal_e0 | arabinogal) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (s2l2fn2m2masn_e0 | s2l2fn2m2masn_e0 | s2l2fn2m2masn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_13_e0 | hspg_degr_13_e0 | hspg_degr_13) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (core5_e0 | core5_e0 | core5) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (pe_cer1_bt_e0 | pe_cer1_bt_e0 | pe_cer1_bt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (2omxyl_e0 | 2omxyl_e0 | 2omxyl) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_8_e0 | hspg_degr_8_e0 | hspg_degr_8) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lacnttr_e0 | lacnttr_e0 | lacnttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lacdfucttr_e0 | lacdfucttr_e0 | lacdfucttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (rhamnogalurII_e0 | rhamnogalurII_e0 | rhamnogalurII) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd15494_e0 is a ModelSEED ID, and may not be desirably changed to cpd15494_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (levanttr_e0 | levanttr_e0 | levanttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (m2mn_e0 | m2mn_e0 | m2mn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (pecticgal_e0 | pecticgal_e0 | pecticgal) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (T_antigen_e0 | T_antigen_e0 | T_antigen) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (gam26s_e0 | gam26s_e0 | gam26s) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (kestopt_e0 | kestopt_e0 | kestopt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (chtbs_e0 | chtbs_e0 | chtbs) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (manb_e0 | manb_e0 | manb) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (glyasp_e0 | glyasp_e0 | glyasp) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_a_degr_e0 | cspg_a_degr_e0 | cspg_a_degr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (Ser_Thr_e0 | Ser_Thr_e0 | Ser_Thr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (alaglu_e0 | alaglu_e0 | alaglu) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_ab_rest_e0 | cspg_ab_rest_e0 | cspg_ab_rest) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (ha_pre1_e0 | ha_pre1_e0 | ha_pre1) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (dt5hsu_e0 | dt5hsu_e0 | dt5hsu) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (3fuclac_e0 | 3fuclac_e0 | 3fuclac) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cpd00098_e0 | Choline_ZS | Choline_ZS) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (core3_e0 | core3_e0 | core3) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lacnfucpt_e0 | lacnfucpt_e0 | lacnfucpt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd01399_e0 is a ModelSEED ID, and may not be desirably changed to cpd01399_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The old metabolite cpd01399_e0 cross-references ({'AraCyc': ['MALTOTETRAOSE'], 'BiGG': ['maltttr'], 'BrachyCyc': ['MALTOTETRAOSE'], 'KEGG': ['C02052', 'G00457'], 'MetaCyc': ['MALTOTETRAOSE']}) do not overlap with those ({'KEGG': ['C00713', 'G00277', 'G00746'], 'MetaCyc': ['CPD-13556']}) of the new metabolite cpd01399_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_5_e0 | hspg_degr_5_e0 | hspg_degr_5) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (neulacnttr_e0 | neulacnttr_e0 | neulacnttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (f1a_e0 | f1a_e0 | f1a) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (fucneulacnhx_e0 | fucneulacnhx_e0 | fucneulacnhx) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (amylose300_e0 | amylose300_e0 | amylose300) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mbenz_e0 | mbenz_e0 | mbenz) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_e0 | hspg_e0 | hspg) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mqn11_e0 | mqn11_e0 | mqn11) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (arabinan101_e0 | arabinan101_e0 | arabinan101) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_c_rest_e0 | cspg_c_rest_e0 | cspg_c_rest) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (core8_e0 | core8_e0 | core8) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (idour_e0 | idour_e0 | idour) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lmn2_e0 | lmn2_e0 | lmn2) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (s2l2n2m2m_e0 | s2l2n2m2m_e0 | s2l2n2m2m) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (kesto_e0 | kesto_e0 | kesto) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (alaasp_e0 | alaasp_e0 | alaasp) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (l2n2m2mn_e0 | l2n2m2mn_e0 | l2n2m2mn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cps_bt_e0 | cps_bt_e0 | cps_bt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lacnnttr_e0 | lacnnttr_e0 | lacnnttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (strch1_e0 | strch1_e0 | strch1) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_2_e0 | hspg_degr_2_e0 | hspg_degr_2) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (ha_e0 | ha_e0 | ha) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (2omfuc_e0 | 2omfuc_e0 | 2omfuc) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (stys_e0 | stys_e0 | stys) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_b_degr_e0 | cspg_b_degr_e0 | cspg_b_degr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (isocapr_e0 | isocapr_e0 | isocapr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_c_e0 | cspg_c_e0 | cspg_c) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (core4_e0 | core4_e0 | core4) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (levan1000_e0 | levan1000_e0 | levan1000) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (arabttr_e0 | arabttr_e0 | arabttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_6_e0 | hspg_degr_6_e0 | hspg_degr_6) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (s2l2n2m2masn_e0 | s2l2n2m2masn_e0 | s2l2n2m2masn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (12ethd_e0 | 12ethd_e0 | 12ethd) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_9_e0 | hspg_degr_9_e0 | hspg_degr_9) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (galam_e0 | galam_e0 | galam) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (metala_e0 | metala_e0 | metala) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_15_e0 | hspg_degr_15_e0 | hspg_degr_15) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_rest_e0 | hspg_rest_e0 | hspg_rest) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (ha_deg1_e0 | ha_deg1_e0 | ha_deg1) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_a_e0 | cspg_a_e0 | cspg_a) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (starch1200_e0 | starch1200_e0 | starch1200) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_3_e0 | hspg_degr_3_e0 | hspg_degr_3) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (leugly_e0 | leugly_e0 | leugly) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (manttr_e0 | manttr_e0 | manttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (2fuclac_e0 | 2fuclac_e0 | 2fuclac) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (alagly_e0 | alagly_e0 | alagly) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (isobut_e0 | isobut_e0 | isobut) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (dsT_antigen_e0 | dsT_antigen_e0 | dsT_antigen) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (pect_e0 | pect_e0 | pect) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (n2m2mn_e0 | n2m2mn_e0 | n2m2mn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lacndfuchx_e0 | lacndfuchx_e0 | lacndfuchx) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (sT_antigen_e0 | sT_antigen_e0 | sT_antigen) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (alathr_e0 | alathr_e0 | alathr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (plac_e0 | plac_e0 | plac) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_c_degr_e0 | cspg_c_degr_e0 | cspg_c_degr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (rhamnogalurI_e0 | rhamnogalurI_e0 | rhamnogalurI) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_4_e0 | hspg_degr_4_e0 | hspg_degr_4) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (sTn_antigen_e0 | sTn_antigen_e0 | sTn_antigen) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (acerA_e0 | acerA_e0 | acerA) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mqn9_e0 | mqn9_e0 | mqn9) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (unsdigalur_e0 | unsdigalur_e0 | unsdigalur) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (levantttr_e0 | levantttr_e0 | levantttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (amannan140_e0 | amannan140_e0 | amannan140) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (argarg_e0 | argarg_e0 | argarg) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (acgalidour_e0 | acgalidour_e0 | acgalidour) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (leuleu_e0 | leuleu_e0 | leuleu) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (indlac_e0 | indlac_e0 | indlac) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (gncore2_e0 | gncore2_e0 | gncore2) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (sphmyln_bt_e0 | sphmyln_bt_e0 | sphmyln_bt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (Tn_antigen_e0 | Tn_antigen_e0 | Tn_antigen) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (levanb_e0 | levanb_e0 | levanb) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (strch2_e0 | strch2_e0 | strch2) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_14_e0 | hspg_degr_14_e0 | hspg_degr_14) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_1_e0 | hspg_degr_1_e0 | hspg_degr_1) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (isoval_e0 | isoval_e0 | isoval) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_11_e0 | hspg_degr_11_e0 | hspg_degr_11) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (manpt_e0 | manpt_e0 | manpt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (oligofru4_e0 | oligofru4_e0 | oligofru4) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (homogal_e0 | homogal_e0 | homogal) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (pullulan1200_e0 | pullulan1200_e0 | pullulan1200) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mn_e0 | mn_e0 | mn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (acgalglcur_e0 | acgalglcur_e0 | acgalglcur) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (7ocholate_e0 | 7ocholate_e0 | 7ocholate) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (3ddlhept_e0 | 3ddlhept_e0 | 3ddlhept) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (acgalidour2s_e0 | acgalidour2s_e0 | acgalidour2s) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_10_e0 | hspg_degr_10_e0 | hspg_degr_10) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mantr_e0 | mantr_e0 | mantr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (glyasn_e0 | glyasn_e0 | glyasn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (core7_e0 | core7_e0 | core7) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (gchola_e0 | gchola_e0 | gchola) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (glypro_e0 | glypro_e0 | glypro) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (phearg_e0 | phearg_e0 | phearg) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_7_e0 | hspg_degr_7_e0 | hspg_degr_7) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_12_e0 | hspg_degr_12_e0 | hspg_degr_12) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (s2l2n2m2mn_e0 | s2l2n2m2mn_e0 | s2l2n2m2mn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (glycogen1500_e0 | glycogen1500_e0 | glycogen1500) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (glyglu_e0 | glyglu_e0 | glyglu) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mqn10_e0 | mqn10_e0 | mqn10) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lps_bt_e0 | lps_bt_e0 | lps_bt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (apio_D_e0 | apio_D_e0 | apio_D) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (phppa_e0 | phppa_e0 | phppa) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lmn30_e0 | lmn30_e0 | lmn30) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_b_e0 | cspg_b_e0 | cspg_b) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - ERROR - The Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 model has residual non-standard metabolites in its exchange reactions: {'kestottr_e0', 'gncore1_e0', 'arabinogal_e0', 's2l2fn2m2masn_e0', 'hspg_degr_13_e0', 'core5_e0', 'pe_cer1_bt_e0', '2omxyl_e0', 'hspg_degr_8_e0', 'lacnttr_e0', 'lacdfucttr_e0', 'rhamnogalurII_e0', 'levanttr_e0', 'm2mn_e0', 'pecticgal_e0', 'T_antigen_e0', 'gam26s_e0', 'kestopt_e0', 'chtbs_e0', 'manb_e0', 'glyasp_e0', 'cspg_a_degr_e0', 'Ser_Thr_e0', 'alaglu_e0', 'cspg_ab_rest_e0', 'ha_pre1_e0', 'dt5hsu_e0', '3fuclac_e0', 'core3_e0', 'lacnfucpt_e0', 'neulacnttr_e0', 'hspg_degr_5_e0', 'f1a_e0', 'fucneulacnhx_e0', 'amylose300_e0', 'mbenz_e0', 'mqn11_e0', 'hspg_e0', 'arabinan101_e0', 'cspg_c_rest_e0', 'core8_e0', 'idour_e0', 'lmn2_e0', 's2l2n2m2m_e0', 'kesto_e0', 'alaasp_e0', 'l2n2m2mn_e0', 'cps_bt_e0', 'lacnnttr_e0', 'strch1_e0', 'hspg_degr_2_e0', 'ha_e0', '2omfuc_e0', 'stys_e0', 'cspg_b_degr_e0', 'isocapr_e0', 'cspg_c_e0', 'levan1000_e0', 'arabttr_e0', 'hspg_degr_6_e0', 's2l2n2m2masn_e0', '12ethd_e0', 'hspg_degr_9_e0', 'galam_e0', 'metala_e0', 'hspg_degr_15_e0', 'hspg_rest_e0', 'ha_deg1_e0', 'cspg_a_e0', 'starch1200_e0', 'hspg_degr_3_e0', 'manttr_e0', 'leugly_e0', '2fuclac_e0', 'alagly_e0', 'isobut_e0', 'pect_e0', 'dsT_antigen_e0', 'n2m2mn_e0', 'lacndfuchx_e0', 'sT_antigen_e0', 'alathr_e0', 'plac_e0', 'cspg_c_degr_e0', 'rhamnogalurI_e0', 'hspg_degr_4_e0', 'sTn_antigen_e0', 'acerA_e0', 'mqn9_e0', 'unsdigalur_e0', 'levantttr_e0', 'amannan140_e0', 'argarg_e0', 'acgalidour_e0', 'leuleu_e0', 'indlac_e0', 'gncore2_e0', 'sphmyln_bt_e0', 'Tn_antigen_e0', 'levanb_e0', 'strch2_e0', 'hspg_degr_14_e0', 'hspg_degr_1_e0', 'isoval_e0', 'hspg_degr_11_e0', 'manpt_e0', 'oligofru4_e0', 'homogal_e0', 'pullulan1200_e0', 'mn_e0', 'acgalglcur_e0', '7ocholate_e0', '3ddlhept_e0', 'acgalidour2s_e0', 'hspg_degr_10_e0', 'mantr_e0', 'glyasn_e0', 'core7_e0', 'gchola_e0', 'glypro_e0', 'phearg_e0', 'hspg_degr_7_e0', 'hspg_degr_12_e0', 's2l2n2m2mn_e0', 'glyglu_e0', 'glycogen1500_e0', 'mqn10_e0', 'lps_bt_e0', 'apio_D_e0', 'phppa_e0', 'lmn30_e0', 'core4_e0', 'cspg_b_e0'}. Specify a True `printing` parameter to view why these metabolites were not corrected.\n", + "modelseedpy.core.msmodel - ERROR - The [0, 0] bounds are not amenable with a direction string.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + "Standardize exchange reactions in Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 \n", + " ====================================================================================\n", + "\n", + "\n", + "{'original': {'id': 'cpd15494_e0', 'name': 'Maltoheptaose_e0'},\n", + " 'new': {'id': 'cpd03718_e0', 'name': 'Maltoheptaose_e0'},\n", + " 'justification': 'The cpd15494_e0 and cpd03718_e0 distinction in '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 is '\n", + " 'incompatible; hence, the cpd03718_e0 ID and '\n", + " 'Maltoheptaose_e0 are used. The cpd15494_e0 and cpd03718_e0 '\n", + " 'metabolites were matched via their name. The ID match was '\n", + " \"verified with the ['BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "{'original': {'id': 'cpd01399_e0', 'name': 'Maltotetraose_e0'},\n", + " 'new': {'id': 'cpd00537_e0', 'name': 'Maltotetraose_e0'},\n", + " 'justification': 'The cpd01399_e0 and cpd00537_e0 distinction in '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 is '\n", + " 'incompatible; hence, the cpd00537_e0 ID and '\n", + " 'Maltotetraose_e0 are used. The cpd01399_e0 and cpd00537_e0 '\n", + " 'metabolites were matched via their name.'}\n", + "\n", + "\n", + "{'original': {'id': 'core2_e0', 'name': 'core2_e0'},\n", + " 'new': {'id': 'cpd36802_e0', 'name': 'Core2_e0'},\n", + " 'justification': 'The core2_e0 and cpd36802_e0 distinction in '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 is '\n", + " 'incompatible; hence, the cpd36802_e0 ID and Core2_e0 are '\n", + " 'used. The core2_e0 ID is not a ModelSEED Database ID. The '\n", + " 'core2_e0 and cpd36802_e0 metabolites were matched via their '\n", + " 'name.'}\n", + "\n", + "\n", + "{'original': {'id': 'core6_e0', 'name': 'core6_e0'},\n", + " 'new': {'id': 'cpd37201_e0', 'name': 'Core6_e0'},\n", + " 'justification': 'The core6_e0 and cpd37201_e0 distinction in '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 is '\n", + " 'incompatible; hence, the cpd37201_e0 ID and Core6_e0 are '\n", + " 'used. The core6_e0 ID is not a ModelSEED Database ID. The '\n", + " 'core6_e0 and cpd37201_e0 metabolites were matched via their '\n", + " 'name.'}\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (metglcur-e_e0 | 1-O-methyl-Beta-D-glucuronate | Omethylbetadglucuronate | 1-O-methyl-Beta-D-glucuronate) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (sq-e_e0 | Sulphoquinovose | Sulphoquinovose) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (colipap-e_e0 | Core oligosaccharide lipid A diphosphate | Core oligosaccharide lipid A diphosphate) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd00609_e0 is a ModelSEED ID, and may not be desirably changed to cpd00609_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd15411_e0 is a ModelSEED ID, and may not be desirably changed to cpd15411_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd03191_e0 is a ModelSEED ID, and may not be desirably changed to cpd03191_e0.\n", + "modelseedpy.community.mscompatibility - ERROR - The iML1515 model has residual non-standard metabolites in its exchange reactions: {'sq-e_e0', 'colipap-e_e0', 'metglcur-e_e0'}. Specify a True `printing` parameter to view why these metabolites were not corrected.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + "Standardize exchange reactions in iML1515 \n", + " ============================================\n", + "\n", + "\n", + "{'original': {'id': 'metsox-R-L-e_e0', 'name': 'L-methionine-R-sulfoxide'},\n", + " 'new': {'id': 'cpd14720_e0', 'name': 'L-methionine-R-sulfoxide_e0'},\n", + " 'justification': 'The metsox-R-L-e_e0 and cpd14720_e0 distinction in iML1515 '\n", + " 'is incompatible; hence, the cpd14720_e0 ID and '\n", + " 'L-methionine-R-sulfoxide_e0 are used. The metsox-R-L-e_e0 '\n", + " 'ID is not a ModelSEED Database ID. The metsox-R-L-e_e0 and '\n", + " 'cpd14720_e0 metabolites were matched via their name.'}\n", + "\n", + "\n", + "{'original': {'id': 'metsox-S-L-e_e0', 'name': 'L-Methionine Sulfoxide'},\n", + " 'new': {'id': 'cpd15498_e0', 'name': 'L-Methionine Sulfoxide_e0'},\n", + " 'justification': 'The metsox-S-L-e_e0 and cpd15498_e0 distinction in iML1515 '\n", + " 'is incompatible; hence, the cpd15498_e0 ID and L-Methionine '\n", + " 'Sulfoxide_e0 are used. The metsox-S-L-e_e0 ID is not a '\n", + " 'ModelSEED Database ID. The metsox-S-L-e_e0 and cpd15498_e0 '\n", + " 'metabolites were matched via their name.'}\n", + "\n", + "\n", + "{'original': {'id': 'dhps-e_e0', 'name': '2,3-Dihydroxypropane-1-sulfonate'},\n", + " 'new': {'id': 'cpd31356_e0', 'name': '2,3-Dihydroxypropane-1-sulfonate_e0'},\n", + " 'justification': 'The dhps-e_e0 and cpd31356_e0 distinction in iML1515 is '\n", + " 'incompatible; hence, the cpd31356_e0 ID and '\n", + " '2,3-Dihydroxypropane-1-sulfonate_e0 are used. The dhps-e_e0 '\n", + " 'ID is not a ModelSEED Database ID. The dhps-e_e0 and '\n", + " 'cpd31356_e0 metabolites were matched via their name.'}\n", + "\n", + "\n", + "{'original': {'id': 'cpd00609_e0', 'name': 'D-Glucarate_e0'},\n", + " 'new': {'id': 'cpd00571_e0', 'name': 'D-Glucarate_e0'},\n", + " 'justification': 'The cpd00609_e0 and cpd00571_e0 distinction in iML1515 is '\n", + " 'incompatible; hence, the cpd00571_e0 ID and D-Glucarate_e0 '\n", + " 'are used. The cpd00609_e0 and cpd00571_e0 metabolites were '\n", + " 'matched via their name. The ID match was verified with the '\n", + " \"['BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "{'original': {'id': 'tartr-D-e_e0', 'name': 'D-tartrate'},\n", + " 'new': {'id': 'cpd19018_e0', 'name': 'D-tartrate_e0'},\n", + " 'justification': 'The tartr-D-e_e0 and cpd19018_e0 distinction in iML1515 is '\n", + " 'incompatible; hence, the cpd19018_e0 ID and D-tartrate_e0 '\n", + " 'are used. The tartr-D-e_e0 ID is not a ModelSEED Database '\n", + " 'ID. The tartr-D-e_e0 and cpd19018_e0 metabolites were '\n", + " 'matched via their name.'}\n", + "\n", + "\n", + "{'original': {'id': '4abzglu-e_e0', 'name': '4-aminobenzoyl-glutamate'},\n", + " 'new': {'id': 'cpd26527_e0', 'name': '4-aminobenzoyl-glutamate_e0'},\n", + " 'justification': 'The 4abzglu-e_e0 and cpd26527_e0 distinction in iML1515 is '\n", + " 'incompatible; hence, the cpd26527_e0 ID and '\n", + " '4-aminobenzoyl-glutamate_e0 are used. The 4abzglu-e_e0 ID '\n", + " 'is not a ModelSEED Database ID. The 4abzglu-e_e0 and '\n", + " 'cpd26527_e0 metabolites were matched via their name.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd10516_e0 + cpd15411_e0 --> cpd03294_e0'},\n", + " 'new': {'reaction': 'cpd10516_e0 --> '},\n", + " 'justification': 'The new cpd03294_e0 ID for cpd15411_e0 already exists in '\n", + " 'model iML1515, so each reaction (here rxn08144_e0) must be '\n", + " \"replaced. The ID match was verified with the ['BiGG', \"\n", + " \"'BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd15411_e0 <=> '},\n", + " 'new': {'reaction': 'cpd03294_e0 <=> '},\n", + " 'justification': 'The new cpd03294_e0 ID for cpd15411_e0 already exists in '\n", + " 'model iML1515, so each reaction (here EX_cpd15411_e0) must '\n", + " \"be replaced. The ID match was verified with the ['BiGG', \"\n", + " \"'BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00067_p0 + cpd15411_p0 --> cpd00067_c0 + '\n", + " 'cpd15411_e0'},\n", + " 'new': {'reaction': 'cpd00067_p0 + cpd15411_p0 --> cpd00067_c0 + cpd03294_e0'},\n", + " 'justification': 'The new cpd03294_e0 ID for cpd15411_e0 already exists in '\n", + " 'model iML1515, so each reaction (here ARBTNtex_p0) must be '\n", + " \"replaced. The ID match was verified with the ['BiGG', \"\n", + " \"'BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "{'original': {'id': 'cpd03191_e0', 'name': 'D-Glucuronate 1-phosphate_e0'},\n", + " 'new': {'id': 'cpd00880_e0', 'name': 'D-Glucuronate 1-phosphate_e0'},\n", + " 'justification': 'The cpd03191_e0 and cpd00880_e0 distinction in iML1515 is '\n", + " 'incompatible; hence, the cpd00880_e0 ID and D-Glucuronate '\n", + " '1-phosphate_e0 are used. The cpd03191_e0 and cpd00880_e0 '\n", + " 'metabolites were matched via their name. The ID match was '\n", + " \"verified with the ['BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "3 reactions were substituted and 11 metabolite IDs were redefined in Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23,iML1515 by standardize().\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.core.msmodel - ERROR - The [0, 0] bounds are not amenable with a direction string.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[, ]\n" + ] + } + ], + "source": [ + "%run ../../../modelseedpy/community/commhelper.py\n", + "comm_model = build_from_species_models(models, \"test_comm\", standardize = True, cobra_model=True)" + ] + }, + { + "cell_type": "markdown", + "id": "17aecc94-bacc-431e-89ea-d0bf2b5043c4", + "metadata": {}, + "source": [ + "### Compare the KBase vs ModelSEED built community models " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "58d564d5-3b62-4e58-a2a6-5ad8f6e0dd56", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "fc1d171d-233b-4494-a145-62e24c4b77f1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4139 4144\n", + "7173\n", + "Counter({'_c1': 1345, '_c2': 1246, '_p1': 1022, '_e0': 513, '_s2': 4, '_f1': 1, '_m2': 1, '_n2': 1, '_c0': 1, '_l2': 1})\n", + "Counter({'_c2': 1833, '_c1': 1249, '_e0': 822, '_p2': 227, '_s2': 4, '_f1': 1, '_m2': 1, '_n2': 1, '_c0': 1, '_l2': 1})\n" + ] + } + ], + "source": [ + "from collections import Counter\n", + "import re\n", + "\n", + "# compare reactions\n", + "kbase_rxns = set([rxn.id for rxn in com_model.reactions])\n", + "ms_rxns = set([rxn.id for rxn in comm_model.reactions])\n", + "print(len(kbase_rxns), len(ms_rxns))\n", + "print(len(kbase_rxns.symmetric_difference(ms_rxns)))\n", + "kbase_rxns_comps = Counter([re.search(r\"(_[a-z][0-9])\", rxnID).group() for rxnID in kbase_rxns if re.search(r\"(_[a-z][0-9])\", rxnID)])\n", + "ms_rxns_comps = Counter([re.search(r\"(_[a-z][0-9])\", rxnID).group() for rxnID in ms_rxns if re.search(r\"(_[a-z][0-9])\", rxnID)])\n", + "print(kbase_rxns_comps)\n", + "print(ms_rxns_comps)\n", + "\n", + "# print(kbase_rxns - ms_rxns)\n", + "# print(ms_rxns - kbase_rxns)\n", + "\n", + "# compare compounds\n", + "# kbase_mets = set([met.id for met in com_model.metabolites])\n", + "# ms_mets = set([met.id for met in comm_model.metabolites])\n", + "# print(len(kbase_mets), len(ms_mets))\n", + "# print(kbase_mets.symmetric_difference(ms_mets))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "82232e5f-c151-4b5f-b9c6-74a53bdab6b8", + "metadata": {}, + "outputs": [], + "source": [ + "def unique_bio_cpds(rxn):\n", + " return set([met.id for met in rxn.metabolites])" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "0cfcb429-046f-4738-9483-e4ce5bcd85c3", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Maximize\n", + "1.0*bio2 - 1.0*bio2_reverse_a4204\n", + "\n", + "bio1\n", + "bio2\n", + "bio3\n", + "bio4\n", + "\n", + "Extra mets in the objective vs. bio1 {'cpd15531_p1', 'cpd11574_c1', 'cpd00201_c1', 'cpd00041_c1', 'cpd00012_c1', 'cpd00115_c1', 'cpd00034_c1', 'cpd00063_c1', 'cpd00013_c1', 'cpd24604_c1', 'cpd00030_c1', 'cpd00357_c1', 'cpd00062_c1', 'cpd00119_c1', 'cpd00039_c1', 'cpd00002_c1', 'cpd24682_c1', 'cpd10516_c1', 'cpd00069_c1', 'cpd00052_c1', 'cpd25775_c1', 'cpd00003_c1', 'cpd00035_c1', 'cpd00033_c1', 'cpd00104_c1', 'cpd00087_c1', 'cpd00356_c1', 'cpd00056_c1', 'cpd00099_c1', 'cpd00051_c1', 'cpd00132_c1', 'cpd00129_c1', 'cpd00016_c1', 'cpd00156_c1', 'cpd00205_c1', 'cpd15514_p1', 'cpd00254_c1', 'cpd00009_c1', 'cpd00084_c1', 'cpd00322_c1', 'cpd00125_c1', 'cpd00557_c1', 'cpd10515_c1', 'cpd00006_c1', 'cpd00060_c1', 'cpd00161_c1', 'cpd00008_c1', 'cpd00107_c1', 'cpd03445_c1', 'cpd00053_c1', 'cpd00244_c1', 'cpd00028_c1', 'cpd00023_c1', 'cpd00066_c1', 'cpd15532_p1', 'cpd00065_c1', 'cpd00048_c1', 'cpd00067_c1', 'cpd00015_c1', 'cpd00017_c1', 'cpd00149_c1', 'cpd00220_c1', 'cpd00241_c1', 'cpd00058_c1', 'cpd00010_c1', 'cpd00038_c1', 'cpd00001_c1', 'cpd03586_e0', 'cpd00078_c1', 'cpd00054_c1'}\n", + "\n", + "Extra mets in the objective vs. bio3 {'cpd03445_c1', 'cpd03586_e0', 'cpd15514_p1'}\n", + "\n", + "Extra mets in the objective vs. bio4 {'cpd00156_c1', 'cpd15531_p1', 'cpd00205_c1', 'cpd11574_c1', 'cpd15514_p1', 'cpd00201_c1', 'cpd00254_c1', 'cpd00041_c1', 'cpd00009_c1', 'cpd00012_c1', 'cpd00084_c1', 'cpd00322_c1', 'cpd00115_c1', 'cpd00125_c1', 'cpd00063_c1', 'cpd00034_c1', 'cpd00557_c1', 'cpd00013_c1', 'cpd24604_c1', 'cpd00030_c1', 'cpd10515_c1', 'cpd00357_c1', 'cpd00006_c1', 'cpd00119_c1', 'cpd00060_c1', 'cpd00161_c1', 'cpd00062_c1', 'cpd00008_c1', 'cpd00039_c1', 'cpd00002_c1', 'cpd24682_c1', 'cpd10516_c1', 'cpd00107_c1', 'cpd03445_c1', 'cpd00069_c1', 'cpd00051_c1', 'cpd00052_c1', 'cpd00053_c1', 'cpd00003_c1', 'cpd25775_c1', 'cpd00035_c1', 'cpd00244_c1', 'cpd00028_c1', 'cpd00023_c1', 'cpd00033_c1', 'cpd00066_c1', 'cpd15532_p1', 'cpd11416_c1', 'cpd00104_c1', 'cpd00048_c1', 'cpd00087_c1', 'cpd00065_c1', 'cpd00356_c1', 'cpd00067_c1', 'cpd00056_c1', 'cpd00015_c1', 'cpd00017_c1', 'cpd00149_c1', 'cpd00220_c1', 'cpd00241_c1', 'cpd00058_c1', 'cpd00010_c1', 'cpd00038_c1', 'cpd00001_c1', 'cpd03586_e0', 'cpd00099_c1', 'cpd00078_c1', 'cpd00054_c1', 'cpd00132_c1', 'cpd00129_c1', 'cpd00016_c1'}\n", + "\n", + "Extra mets in the objective {'cpd03445_c1', 'cpd03586_e0', 'cpd15514_p1'}\n", + "\n", + "Model mets not in the objective {'cpd00201_c2', 'cpd00356_c2', 'cpd21288_c1', 'lipopb-c_c1', 'cpd15561_c1', 'cpd00087_c2', 'cpd00005_c1', 'cpd00254_c2', 'cpd00166_c1', 'cpd11493_c2', 'cpd00166_c2', 'cpd15534_c2', 'cpd00069_c2', 'cpd15541_c2', 'cpd02229_c2', 'lps_bt_e0', 'cpd00009_c2', 'cpd00063_c2', 'cpd15654_c2', 'cpd00264_c1', 'cpd00052_c2', 'cpd15428_c2', 'cpd00161_c2', 'cpd00038_c2', 'cpd00156_c2', 'cpd00065_c2', 'cpd00357_c2', 'cpd15503_p1', 'cpd00034_c2', 'cpd10516_c2', 'cpd00216_c1', 'sphmyln_bt_e0', 'cpd00039_c2', 'cpd00107_c2', 'cpd00012_c2', 'cpd00004_c1', 'cpd00220_c2', 'cpd10515_c2', 'cpd11313_c1', 'cpd15528_c2', 'cpd00016_c2', 'cpd00115_c2', 'cpd00205_c2', 'cpd00062_c2', 'cpd15506_p1', 'cpd00129_c2', 'cpd00060_c2', 'clpni17_c2', 'peai17_c2', 'cpd00006_c2', 'cpd00051_c2', 'clpni14_c2', 'cpd00104_c2', 'cpd15540_c2', 'clpnai15_c2', 'cpd15508_p1', 'cpd15535_c2', 'cpd00010_c2', 'cps_bt_e0', 'mql9_c2', 'cpd15536_c2', 'cpd00022_c1', 'cpd00132_c2', 'cpd15426_c2', 'clpni15_c2', 'cpd00028_c2', 'cpd15533_c2', 'cpd00070_c1', 'cpd00033_c2', 'pei14_c2', 'cpd00056_c2', 'cpd00054_c2', 'clpnai17_c2', 'cpd00155_c1', 'cpd15429_p1', 'cpd15430_c2', 'cpd11416_c0', 'cpd00345_c2', 'mql11_c2', 'cpd00322_c2', 'cpd15538_p1', 'cpd00264_c2', 'cpd00008_c2', 'cpd00149_c2', 'cpd15499_c1', 'cpd00118_c1', 'cpd00119_c2', 'pei15_c2', 'cpd00017_c2', 'cpd00001_c2', 'cpd00084_c2', 'peai15_c2', 'cpd00035_c2', 'cpd11416_c2', 'cpd15538_c2', 'pei17_c2', 'cpd15541_p1', 'clpni16_c2', 'cpd15499_c2', 'pgai17_c2', 'cpd00067_c2', 'cpd12370_c2', 'cpd15432_e0', 'cpd00042_c1', 'cpd00023_c2', 'cpd00066_c2', 'cpd15539_p1', 'cpd15428_p1', 'cpd15534_p1', 'cpd11451_c2', 'pe_cer1_bt_e0', 'cpd15529_c2', 'mql10_c2', 'cpd15501_p1', 'mocogdp-c_c1', 'cpd03453_c1', 'cpd00241_c2', 'cpd00053_c2', 'cpd00345_c1', 'cpd00002_c2', 'cpd00030_c2', 'cpd00041_c2', 'pei16_c2', 'pgi17_c2', 'cpd15431_p1', 'cpd00015_c2', 'cpd15505_p1', 'cpd15531_c2', 'cpd00003_c2', 'cpd15353_c1', 'cpd00971_c2'}\n" + ] + } + ], + "source": [ + "print(com_model.objective)\n", + "print(com_model.optimize())\n", + "\n", + "# investigate why the merged model does not operate\n", + "## examine the biomass reactions\n", + "kbase_bios = []\n", + "for rxn in com_model.reactions:\n", + " if \"bio\" in rxn.id:\n", + " print(rxn.id)\n", + " kbase_bios.append(unique_bio_cpds(rxn))\n", + " \n", + "# investigate the relation of bio2 to the other biomasses\n", + "objective_mets = kbase_bios[1]\n", + "combined = set()\n", + "for index, bio in enumerate(kbase_bios):\n", + " if index != 1:\n", + " print(f\"\\nExtra mets in the objective vs. bio{index+1}\", objective_mets-bio)\n", + " combined.update(bio)\n", + "print(\"\\nExtra mets in the objective\", objective_mets-combined)\n", + "print(\"\\nModel mets not in the objective\", combined-objective_mets)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "2ab02a1c-de10-44b7-9e61-89fdd9bad799", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Extra mets in the objective vs. bio1 in Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 {'cpd00156_c1', 'cpd15531_p1', 'cpd00205_c1', 'cpd11574_c1', 'cpd15514_p1', 'cpd00201_c1', 'cpd00254_c1', 'cpd00041_c1', 'cpd00009_c1', 'cpd00012_c1', 'cpd00084_c1', 'cpd00322_c1', 'cpd00115_c1', 'cpd00125_c1', 'cpd00063_c1', 'cpd00034_c1', 'cpd00557_c1', 'cpd00013_c1', 'cpd24604_c1', 'cpd00030_c1', 'cpd10515_c1', 'cpd00357_c1', 'cpd00006_c1', 'cpd00119_c1', 'cpd00060_c1', 'cpd00161_c1', 'cpd00062_c1', 'cpd00008_c1', 'cpd00039_c1', 'cpd00002_c1', 'cpd24682_c1', 'cpd10516_c1', 'cpd00107_c1', 'cpd03445_c1', 'cpd00069_c1', 'cpd00051_c1', 'cpd00052_c1', 'cpd00053_c1', 'cpd00003_c1', 'cpd25775_c1', 'cpd00035_c1', 'cpd00244_c1', 'cpd00028_c1', 'cpd00023_c1', 'cpd00033_c1', 'cpd00066_c1', 'cpd15532_p1', 'cpd11416_c1', 'cpd00104_c1', 'cpd00048_c1', 'cpd00087_c1', 'cpd00065_c1', 'cpd00356_c1', 'cpd00067_c1', 'cpd00056_c1', 'cpd00015_c1', 'cpd00017_c1', 'cpd00149_c1', 'cpd00220_c1', 'cpd00241_c1', 'cpd00058_c1', 'cpd00010_c1', 'cpd00038_c1', 'cpd00001_c1', 'cpd03586_e0', 'cpd00099_c1', 'cpd00078_c1', 'cpd00054_c1', 'cpd00132_c1', 'cpd00129_c1', 'cpd00016_c1'}\n", + "\n", + "Extra mets in the objective vs. bio1 in iML1515 {'cpd00156_c1', 'cpd15531_p1', 'cpd00205_c1', 'cpd11574_c1', 'cpd15514_p1', 'cpd00201_c1', 'cpd00254_c1', 'cpd00041_c1', 'cpd00009_c1', 'cpd00012_c1', 'cpd00084_c1', 'cpd00322_c1', 'cpd00115_c1', 'cpd00125_c1', 'cpd00063_c1', 'cpd00034_c1', 'cpd00557_c1', 'cpd00013_c1', 'cpd24604_c1', 'cpd00030_c1', 'cpd10515_c1', 'cpd00357_c1', 'cpd00006_c1', 'cpd00119_c1', 'cpd00060_c1', 'cpd00161_c1', 'cpd00062_c1', 'cpd00008_c1', 'cpd00039_c1', 'cpd00002_c1', 'cpd24682_c1', 'cpd10516_c1', 'cpd00107_c1', 'cpd03445_c1', 'cpd00069_c1', 'cpd00051_c1', 'cpd00052_c1', 'cpd00053_c1', 'cpd00003_c1', 'cpd25775_c1', 'cpd00035_c1', 'cpd00244_c1', 'cpd00028_c1', 'cpd00023_c1', 'cpd00033_c1', 'cpd00066_c1', 'cpd15532_p1', 'cpd11416_c1', 'cpd00104_c1', 'cpd00048_c1', 'cpd00087_c1', 'cpd00065_c1', 'cpd00356_c1', 'cpd00067_c1', 'cpd00056_c1', 'cpd00015_c1', 'cpd00017_c1', 'cpd00149_c1', 'cpd00220_c1', 'cpd00241_c1', 'cpd00058_c1', 'cpd00010_c1', 'cpd00038_c1', 'cpd00001_c1', 'cpd00099_c1', 'cpd00078_c1', 'cpd00054_c1', 'cpd00132_c1', 'cpd00129_c1', 'cpd00016_c1'}\n", + "\n", + "Extra mets in the objective vs. bio2 in iML1515 {'cpd00156_c1', 'cpd15531_p1', 'cpd00205_c1', 'cpd11574_c1', 'cpd15514_p1', 'cpd00201_c1', 'cpd00254_c1', 'cpd00041_c1', 'cpd00009_c1', 'cpd00012_c1', 'cpd00084_c1', 'cpd00322_c1', 'cpd00115_c1', 'cpd00125_c1', 'cpd00063_c1', 'cpd00034_c1', 'cpd00557_c1', 'cpd00013_c1', 'cpd24604_c1', 'cpd00030_c1', 'cpd10515_c1', 'cpd00357_c1', 'cpd00006_c1', 'cpd00119_c1', 'cpd00060_c1', 'cpd00161_c1', 'cpd00062_c1', 'cpd00008_c1', 'cpd00039_c1', 'cpd00002_c1', 'cpd24682_c1', 'cpd10516_c1', 'cpd00107_c1', 'cpd03445_c1', 'cpd00069_c1', 'cpd00051_c1', 'cpd00052_c1', 'cpd00053_c1', 'cpd00003_c1', 'cpd25775_c1', 'cpd00035_c1', 'cpd00244_c1', 'cpd00028_c1', 'cpd00023_c1', 'cpd00033_c1', 'cpd00066_c1', 'cpd15532_p1', 'cpd11416_c1', 'cpd00104_c1', 'cpd00048_c1', 'cpd00087_c1', 'cpd00065_c1', 'cpd00356_c1', 'cpd00067_c1', 'cpd00056_c1', 'cpd00015_c1', 'cpd00017_c1', 'cpd00149_c1', 'cpd00220_c1', 'cpd00241_c1', 'cpd00058_c1', 'cpd00010_c1', 'cpd00038_c1', 'cpd00001_c1', 'cpd03586_e0', 'cpd00099_c1', 'cpd00078_c1', 'cpd00054_c1', 'cpd00132_c1', 'cpd00129_c1', 'cpd00016_c1'}\n", + "\n", + "Model mets not in the objective {'cpd00054_c0', 'cpd00008_c0', 'pgi17_c0', 'cpd15353_c0', 'cpd00161_c0', 'pgai17_c0', 'cpd11313_c0', 'cpd00002_c0', 'cpd00009_c0', 'cpd15528_c0', 'mql9_c0', 'cpd00220_c0', 'cpd11574_c0', 'lps_bt_e0', 'mql10_c0', 'cpd00030_c0', 'cpd15428_p0', 'cpd00155_c0', 'cpd15514_p0', 'cpd00034_c0', 'cpd00012_c0', 'clpni16_c0', 'cpd00063_c0', 'cpd00028_c0', 'sphmyln_bt_e0', 'cpd00070_c0', 'cpd15654_c0', 'lipopb-c_c0', 'cpd00345_c0', 'cpd00357_c0', 'cpd00322_c0', 'cpd00038_c0', 'pei17_c0', 'cpd00016_c0', 'clpnai15_c0', 'cpd03445_c0', 'cpd24682_c0', 'cpd00115_c0', 'cpd15503_p0', 'cpd00013_c0', 'cpd00557_c0', 'cpd00065_c0', 'cpd00058_c0', 'cpd00067_c0', 'clpni14_c0', 'cpd00053_c0', 'cpd15535_c0', 'cpd00254_c0', 'cpd00078_c0', 'cpd15534_p0', 'pei14_c0', 'cpd15431_p0', 'cpd00004_c0', 'cpd00015_c0', 'cpd15534_c0', 'peai17_c0', 'cpd00042_c0', 'cps_bt_e0', 'cpd00051_c0', 'cpd00129_c0', 'cpd00052_c0', 'peai15_c0', 'cpd00264_c0', 'cpd15529_c0', 'cpd00201_c0', 'cpd15428_c0', 'cpd00125_c0', 'cpd00006_c0', 'cpd00017_c0', 'cpd11416_c0', 'cpd02229_c0', 'cpd15531_p0', 'cpd00087_c0', 'cpd00060_c0', 'cpd00166_c0', 'mql11_c0', 'cpd00119_c0', 'cpd15561_c0', 'mocogdp-c_c0', 'cpd15539_p0', 'cpd00118_c0', 'cpd00001_c0', 'cpd11451_c0', 'cpd00041_c0', 'cpd00132_c0', 'cpd15536_c0', 'cpd15541_p0', 'cpd15429_p0', 'cpd00003_c0', 'cpd00066_c0', 'cpd15501_p0', 'cpd15426_c0', 'cpd00048_c0', 'pei16_c0', 'cpd15432_e0', 'cpd00056_c0', 'clpni17_c0', 'clpni15_c0', 'cpd21288_c0', 'cpd15532_p0', 'cpd00241_c0', 'pe_cer1_bt_e0', 'cpd15499_c0', 'cpd00022_c0', 'cpd15533_c0', 'cpd00010_c0', 'cpd15541_c0', 'cpd00149_c0', 'cpd15531_c0', 'cpd15430_c0', 'cpd15538_c0', 'cpd00035_c0', 'cpd24604_c0', 'cpd15508_p0', 'cpd00005_c0', 'cpd00033_c0', 'cpd15540_c0', 'cpd03453_c0', 'cpd15506_p0', 'cpd00356_c0', 'clpnai17_c0', 'pei15_c0', 'cpd11493_c0', 'cpd25775_c0', 'cpd00107_c0', 'cpd15538_p0', 'cpd00216_c0', 'cpd00084_c0', 'cpd00023_c0', 'cpd00104_c0', 'cpd12370_c0', 'cpd00069_c0', 'cpd00099_c0', 'cpd00039_c0', 'cpd00062_c0', 'cpd10516_c0', 'cpd00244_c0', 'cpd00156_c0', 'cpd10515_c0', 'cpd00971_c0', 'cpd00205_c0', 'cpd15505_p0'}\n" + ] + } + ], + "source": [ + "combined_bios = set()\n", + "for model in models:\n", + " for rxn in model.reactions:\n", + " if \"bio\" in rxn.id:\n", + " print(f\"\\nExtra mets in the objective vs. {rxn.id} in {model.id}\", objective_mets-unique_bio_cpds(rxn))\n", + " combined_bios.update(unique_bio_cpds(rxn))\n", + "print(\"\\nModel mets not in the objective\", combined_bios-objective_mets)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "f9fbd867-b61b-4bec-b4c8-10fb07095a8c", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['__add__', '__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__enter__', '__eq__', '__exit__', '__format__', '__ge__', '__getattribute__', '__getstate__', '__gt__', '__hash__', '__iadd__', '__init__', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__setstate__', '__sizeof__', '__str__', '__subclasshook__', '__weakref__', '_annotation', '_compartments', '_contexts', '_id', '_populate_solver', '_repr_html_', '_set_id_with_model', '_solver', '_tolerance', 'add_boundary', 'add_cons_vars', 'add_groups', 'add_metabolites', 'add_reaction', 'add_reactions', 'annotation', 'boundary', 'compartments', 'constraints', 'copy', 'demands', 'description', 'exchanges', 'genes', 'get_associated_groups', 'get_metabolite_compartments', 'groups', 'id', 'medium', 'merge', 'metabolites', 'name', 'notes', 'objective', 'objective_direction', 'optimize', 'problem', 'reactions', 'remove_cons_vars', 'remove_groups', 'remove_metabolites', 'remove_reactions', 'repair', 'sinks', 'slim_optimize', 'solver', 'summary', 'tolerance', 'variables']\n", + "Maximize\n", + "1.0*bio1 - 1.0*bio1_reverse_b18f7\n", + "\n", + "bio2\n", + "bio3\n", + "bio4\n", + "bio1\n" + ] + } + ], + "source": [ + "from pprint import pprint\n", + "print(dir(comm_model))\n", + "print(comm_model.objective)\n", + "print(comm_model.optimize())\n", + "\n", + "# investigate why the merged model does not operate\n", + "## examine the biomass reactions\n", + "mscomm_bios = []\n", + "for rxn in comm_model.reactions:\n", + " if \"bio\" in rxn.id:\n", + " print(rxn.id)\n", + " mscomm_bios.append(unique_bio_cpds(rxn))" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "8e0df524-e435-4a2a-ae56-36aec435f00b", + "metadata": {}, + "outputs": [], + "source": [ + "for index, mscomm_bio in enumerate(mscomm_bios):\n", + " if mscomm_bio in kbase_bios:\n", + " print(index)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "0f311dad-3379-4d41-8100-1fc32c508f2c", + "metadata": {}, + "outputs": [ + { + "ename": "TypeError", + "evalue": "cannot unpack non-iterable ModelCompound object", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mTypeError\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [20]\u001b[0m, in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[0;32m 12\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m rxn \u001b[38;5;129;01min\u001b[39;00m comm_model_bio_objective\u001b[38;5;241m.\u001b[39mreactions:\n\u001b[0;32m 13\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mbio\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01min\u001b[39;00m rxn\u001b[38;5;241m.\u001b[39mid:\n\u001b[1;32m---> 14\u001b[0m \u001b[43madd_dict_elements\u001b[49m\u001b[43m(\u001b[49m\u001b[43mbio_metabolites\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrxn\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmetabolites\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 15\u001b[0m \u001b[38;5;28mprint\u001b[39m(bio_metabolites)\n\u001b[0;32m 16\u001b[0m FBAHelper\u001b[38;5;241m.\u001b[39madd_objective(comm_model_bio_objective, Zero, coef\u001b[38;5;241m=\u001b[39m{met:val \u001b[38;5;28;01mfor\u001b[39;00m met, val \u001b[38;5;129;01min\u001b[39;00m bio_metabolites})\n", + "Input \u001b[1;32mIn [20]\u001b[0m, in \u001b[0;36madd_dict_elements\u001b[1;34m(dict1, dict2)\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21madd_dict_elements\u001b[39m(dict1, dict2):\n\u001b[1;32m----> 2\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m key, value \u001b[38;5;129;01min\u001b[39;00m dict2:\n\u001b[0;32m 3\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m key1 \u001b[38;5;129;01min\u001b[39;00m dict1:\n\u001b[0;32m 4\u001b[0m dict1[key1] \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m value\n", + "\u001b[1;31mTypeError\u001b[0m: cannot unpack non-iterable ModelCompound object" + ] + } + ], + "source": [ + "def add_dict_elements(dict1, dict2):\n", + " for key, value in dict2:\n", + " if key1 in dict1:\n", + " dict1[key1] += value\n", + " else:\n", + " dict1[key] = value\n", + "\n", + "from modelseedpy import FBAHelper\n", + "from optlang.symbolics import Zero\n", + "comm_model_bio_objective = comm_model.copy()\n", + "bio_metabolites = {}\n", + "for rxn in comm_model_bio_objective.reactions:\n", + " if \"bio\" in rxn.id:\n", + " add_dict_elements(bio_metabolites, rxn.metabolites)\n", + "print(bio_metabolites)\n", + "FBAHelper.add_objective(comm_model_bio_objective, Zero, coef={met:val for met, val in bio_metabolites})\n", + "print(comm_model_bio_objective.objective)\n", + "print(comm_model_bio_objective.optimize())" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0189a414-64b3-4369-9d92-741f167de64b", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "%run ../../../modelseedpy/community/mscommunity.py\n", + "\n", + "# construct the community models\n", + "com_model, indices = MSCommunity.build_from_species_models(models)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "1f6c0341-7ac9-42c2-8771-7fd8b8020e3f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'b2', 'c0', 'c1', 'c2', 'e0', 'p1'}" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "compartments = set()\n", + "for met in com_model.metabolites:\n", + " compartments.add(met.compartment)\n", + "display(compartments)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "c5339f1c-c483-404c-b20d-3fb34da5abde", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "bio3\n", + "bio2\n", + "model 2 bio4\n" + ] + } + ], + "source": [ + "for rxn in model1.reactions:\n", + " if \"bio\" in rxn.id:\n", + " print(rxn.id)\n", + "for rxn in model2.reactions:\n", + " if \"bio\" in rxn.id:\n", + " print(\"model 2\", rxn.id)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "346749f2-5e95-4f2d-85e6-c551898aba31", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.0\n" + ] + } + ], + "source": [ + "print(com_model.optimize().objective_value)" + ] + }, + { + "cell_type": "markdown", + "id": "7236fb1e-49fc-4c68-a0f3-5e944b1b5880", + "metadata": {}, + "source": [ + "# test the minimal media method" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ab6cb73c-384b-479e-9237-aefdc18f7c67", + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "type object 'MSCommunity' has no attribute 'minimal_community_media'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mAttributeError\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [2]\u001b[0m, in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m get_ipython()\u001b[38;5;241m.\u001b[39mrun_line_magic(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mrun\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m../../../modelseedpy/community/mscommunity.py\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m----> 2\u001b[0m comm_media \u001b[38;5;241m=\u001b[39m \u001b[43mMSCommunity\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mminimal_community_media\u001b[49m(models, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtest_comm\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", + "\u001b[1;31mAttributeError\u001b[0m: type object 'MSCommunity' has no attribute 'minimal_community_media'" + ] + } + ], + "source": [ + "%run ../../../modelseedpy/community/mscommunity.py\n", + "comm_media = MSCommunity.minimal_community_media(models, com_model)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "f1263164-072d-4fe3-a4ba-697ae6f06713", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00294_e0'}\n" + ] + }, + { + "ename": "KeyError", + "evalue": "'EX_cpd00294_e0'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mKeyError\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [19]\u001b[0m, in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[0;32m 15\u001b[0m \u001b[38;5;28mprint\u001b[39m(cpds_to_remove)\n\u001b[0;32m 16\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m permutation \u001b[38;5;129;01min\u001b[39;00m cpds_to_remove:\n\u001b[1;32m---> 17\u001b[0m \u001b[43mmedia\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mcommunity_media\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpop\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcpd\u001b[49m\u001b[43m)\u001b[49m\n", + "\u001b[1;31mKeyError\u001b[0m: 'EX_cpd00294_e0'" + ] + } + ], + "source": [ + "final_permutations = [{'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'}, \n", + " {'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00294_e0'}, \n", + " {'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'}, \n", + " {'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00294_e0'}]\n", + "possible_removal_tracker = {}\n", + "best = 0\n", + "for possible_removal in final_permutations:\n", + " cpdID_sum = sum([int(cpd.split('_')[1].replace(\"cpd\", \"\")) for cpd in possible_removal])\n", + " if cpdID_sum > best:\n", + " best = cpdID_sum\n", + " possible_removal_tracker = {best:[possible_removal]}\n", + " elif cpdID_sum == best:\n", + " possible_removal_tracker[best].append(possible_removal) \n", + "cpds_to_remove = list(possible_removal_tracker.values())[0][0]\n", + "for permutation in cpds_to_remove:\n", + " media[\"community_media\"].pop(cpd)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "149383d0-c74a-46c0-b0f7-54efc05cc9c9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'EX_cpd00149_e0': 0.0004692000000000001,\n", + " 'EX_cpd00254_e0': 0.0012921,\n", + " 'EX_cpd00205_e0': 0.0190358,\n", + " 'EX_cpd00007_e0': 474.04547837401856,\n", + " 'EX_cpd01017_e0': 331.2439003175204,\n", + " 'EX_cpd00034_e0': 0.0004992000000000001,\n", + " 'EX_cpd00098_e0': 0.00046680000000000007,\n", + " 'EX_cpd00166_e0': 0.0004891000000000001,\n", + " 'EX_cpd00971_e0': 0.00046679999999998945,\n", + " 'EX_cpd00009_e0': 3.3415759270153345,\n", + " 'EX_cpd00063_e0': 0.0009620000000000001,\n", + " 'EX_cpd00030_e0': 0.0005326,\n", + " 'EX_cpd11574_e0': 2.1000000000000002e-06,\n", + " 'EX_cpd00058_e0': 6.74000000568434e-05,\n", + " 'EX_cpd00244_e0': 3.07e-05,\n", + " 'EX_cpd00099_e0': 0.0004952,\n", + " 'EX_cpd03725_e0': 462.1310614102555}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "17" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "display(media[\"community_media\"])\n", + "len(media[\"community_media\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "b9cb9905-934e-4238-bbf7-e042856c8e78", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'dictionary_item_removed': [root['test']]}" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from deepdiff import DeepDiff\n", + "\n", + "dict1 = {\"test\":2, \"test2\":5}\n", + "dict2 = dict1.copy()\n", + "dict2.pop(\"test\")\n", + "DeepDiff(dict1, dict2)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "3f0399c2-80be-4b27-b862-9766b8a96efe", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "from modelseedpy.community.mscompatibility import MSCompatibility\n", + "from modelseedpy import FBAHelper\n", + "from time import process_time\n", + "from math import isclose\n", + "from itertools import combinations, permutations\n", + "from cobra.medium import minimal_medium\n", + "from deepdiff import DeepDiff\n", + "def estimate_minimal_community_media(models, com_model=None, syntrophy=True, min_growth=0.1, conserved_cpds=[]):\n", + " # determine the unique combination of all species minimal media \n", + " # models = MSCompatibility.align_exchanges(models, True, \"standardization_corrections.json\")\n", + " media = {}\n", + " media[\"community_media\"], media[\"members\"] = {}, {}\n", + " for model in models:\n", + " media[\"members\"][model.id] = {}\n", + " with model:\n", + " media[\"members\"][model.id][\"media\"] = minimal_medium(model, min_growth, minimize_components=True).to_dict()\n", + " model.medium = media[\"members\"][model.id][\"media\"]\n", + " media[\"members\"][model.id][\"solution\"] = FBAHelper.solution_to_dict(model.optimize())\n", + " media[\"community_media\"] = FBAHelper.sum_dict(model.medium, media[\"community_media\"])\n", + "\n", + " # subtract syntrophic interactions and remove satisfied fluxes\n", + " org_media = media[\"community_media\"].copy()\n", + " original_time = process_time()\n", + " print(f\"Initial media defined with {len(media['community_media'])} exchanges\")\n", + " changed = 0\n", + " if syntrophy:\n", + " for model in models:\n", + " for rxnID, flux in media[\"members\"][model.id][\"solution\"].items():\n", + " if rxnID in media[\"community_media\"] and flux > 0:\n", + " stoich = list(model.reactions.get_by_id(rxnID).metabolites.values())[0]\n", + " media[\"community_media\"][rxnID] -= flux*stoich\n", + " changed += 1\n", + " media[\"community_media\"] = {ID:flux for ID, flux in media[\"community_media\"].items() if flux > 0}\n", + "\n", + " syntrophic_media = media[\"community_media\"].copy()\n", + " syntrophic_time = process_time()\n", + " syntrophy_difference = DeepDiff(org_media, syntrophic_media)\n", + " changed_quantity = len(list(syntrophy_difference.values())[0].values())\n", + " print(f\"Syntrophic fluxes examined after {(syntrophic_time-original_time)/60} minutes, with {changed_quantity} change(s):\", syntrophy_difference)\n", + "\n", + " # JANGA method of further reduction\n", + " changed = 0\n", + " if com_model:\n", + " community_model = com_model \n", + " ## identify additionally redundant compounds\n", + " redundant_cpds = set()\n", + " community_model.medium = syntrophic_media\n", + " original_obj_value = com_model.optimize().objective_value\n", + " for cpd in media[\"community_media\"]:\n", + " new_media = media[\"community_media\"].copy()\n", + " new_media.pop(cpd)\n", + " community_model.medium = new_media\n", + " sol = community_model.optimize()\n", + " if isclose(sol.objective_value, original_obj_value, abs_tol=1e-4):\n", + " redundant_cpds.add(cpd)\n", + "\n", + " ## vet the permutations\n", + " permuts = [p for p in permutations(redundant_cpds)]\n", + " print(f\"The {len(permuts)} permutations of the {redundant_cpds} redundant compounds, from absolute tolerance of 1e-4, will be examined.\")\n", + " permutation_results = []\n", + " best = 0\n", + " failed_permutation_starts = []\n", + " for perm_index, permut in enumerate(permuts):\n", + " print(f\"{perm_index}/{len(permuts)}\", end=\"\\r\")\n", + " permutation_segments = [permut[:index] for index in range(len(permut), 2, -1)]\n", + " ### block previously discovered failures and successes, respectively\n", + " if not any([seg in failed_permutation_starts for seg in permutation_segments]):\n", + " if best < 3 or not any([set(permut[:best-1]) == set(success[:best-1]) for success in permutation_results]):\n", + " successful_removal = 0\n", + " new_media = media[\"community_media\"].copy()\n", + " for cpd in permut:\n", + " ### parameterize and simulate the community\n", + " new_media.pop(cpd)\n", + " community_model.medium = new_media\n", + " sol = community_model.optimize()\n", + " if isclose(sol.objective_value, original_obj_value, abs_tol=1e-7):\n", + " successful_removal += 1\n", + " continue\n", + " # print(\"objective value discrepancy:\", sol.objective_value, original_obj_value)\n", + " failed_permutation_starts.append(permut[:successful_removal+1])\n", + " break\n", + " if successful_removal >= best:\n", + " if successful_removal > best:\n", + " best = successful_removal\n", + " permutation_results = []\n", + " permut_set = set(permut[:best+1]) # slice only the elements that are removable\n", + " if permut_set not in permutation_results:\n", + " permutation_results.append(permut)\n", + "\n", + " ## filter to only the most minimal media\n", + " solutions_paths, new_combinations = [], []\n", + " for permut in permutation_results:\n", + " start_removal_index = best - len(permut) # the compound at which growth is lost\n", + " removable_compounds = set(list(permut)[:start_removal_index])\n", + " solutions_paths.append(removable_compounds)\n", + " if removable_compounds not in new_combinations:\n", + " new_combinations.append(removable_compounds)\n", + "\n", + " unique_combinations, unique_paths = [], []\n", + " for removal_path in solutions_paths:\n", + " path_permutations = permutations(removal_path)\n", + " if all([set(path) in solutions_paths for path in path_permutations]):\n", + " combination = combinations(removal_path, len(removal_path))\n", + " if not all([set(com) in unique_combinations for com in combination]):\n", + " for com in combinations(removal_path, len(removal_path)):\n", + " unique_combinations.append((set(com)))\n", + " else:\n", + " if set(removal_path) not in unique_paths:\n", + " unique_paths.append((set(removal_path)))\n", + " if unique_combinations[0]:\n", + " print(\"Unique combinations:\")\n", + " print(len(unique_combinations), unique_combinations) \n", + " if len(unique_combinations) == 1:\n", + " media[\"community_media\"] = FBAHelper.remove_media_compounds(media[\"community_media\"], unique_combinations[0])\n", + " if unique_paths:\n", + " print(\"Unique paths:\")\n", + " print(len(unique_paths), unique_paths)\n", + "\n", + " # further remove compounds from the media, while defaulting to the removal with the largest ID values\n", + " possible_removal_tracker = {}\n", + " possible_options = unique_combinations+unique_paths\n", + " if conserved_cpds:\n", + " possible_options = [opt for opt in possible_options if not any(cpd in conserved_cpds for cpd in opt)]\n", + " best = 0\n", + " for possible_removal in possible_options:\n", + " cpdID_sum = sum([int(cpd.split('_')[1].replace(\"cpd\", \"\")) for cpd in possible_removal])\n", + " if cpdID_sum > best:\n", + " best = cpdID_sum\n", + " possible_removal_tracker = {best:[possible_removal]}\n", + " elif cpdID_sum == best:\n", + " possible_removal_tracker[best].append(possible_removal) \n", + " cpds_to_remove = list(possible_removal_tracker.values())[0][0]\n", + " pprint(media[\"community_media\"])\n", + " for cpd in cpds_to_remove:\n", + " media[\"community_media\"].pop(cpd)\n", + "\n", + " jenga_media = media[\"community_media\"].copy()\n", + " jenga_time = process_time()\n", + " jenga_difference = DeepDiff(syntrophic_media, jenga_media)\n", + " return jenga_difference\n", + " changed_quantity = sum(len(list(diff.values())[0]) for diff in jenga_difference.values)\n", + " print(f\"Jenga fluxes examined after {(jenga_time-syntrophic_time)/60} minutes, with {changed_quantity} change(s):\", jenga_difference)\n", + " return media" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "37727c0d-02a6-4aec-8d42-bed1d508cde3", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\minimal_medium.py:112: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " medium = pd.Series()\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\minimal_medium.py:112: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " medium = pd.Series()\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial media defined with 23 exchanges\n", + "Syntrophic fluxes examined after 0.0 minutes, with 2 change(s): {'values_changed': {\"root['EX_cpd10515_e0']\": {'new_value': 2.202171349414016, 'old_value': 0.0009336000000000001}, \"root['EX_cpd00009_e0']\": {'new_value': 3.4263830393007493, 'old_value': 0.1768688000053277}}}\n", + "The 3628800 permutations of the {'EX_cpd00028_e0', 'EX_cpd00037_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01017_e0', 'EX_cpd00007_e0', 'EX_cpd00541_e0'} redundant compounds, from absolute tolerance of 1e-4, will be examined.\n", + "1500616/3628800\r" + ] + } + ], + "source": [ + "# from modelseedpy.community.mscommunity import MSCommunity\n", + "# %run ../../../modelseedpy/community/mscommunity.py\n", + "# media = MSCommunity.estimate_minimal_community_media(models, com_model)\n", + "\n", + "media = estimate_minimal_community_media(models, com_model)\n", + "\n", + "# pprint(media)\n", + "# with open(\"community_media.json\", 'w') as out:\n", + "# dump(media, out, indent=3)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7fa35346-8b65-4843-9f5d-620c16d448a9", + "metadata": {}, + "outputs": [], + "source": [ + "jenga_difference" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "297a204f-677a-4211-8e7f-a66f795fc3d1", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\io\\dict.py:71: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.\n", + "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", + " value: Union[str, np.float, np.bool, Set, Dict]\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\io\\dict.py:71: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here.\n", + "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", + " value: Union[str, np.float, np.bool, Set, Dict]\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\requests\\__init__.py:102: RequestsDependencyWarning: urllib3 (1.26.9) or chardet (5.0.0)/charset_normalizer (2.0.12) doesn't match a supported version!\n", + " warnings.warn(\"urllib3 ({}) or chardet ({})/charset_normalizer ({}) doesn't match a supported \"\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.8\n" + ] + } + ], + "source": [ + "import warnings\n", + "warnings.filterwarnings(action='once')\n", + "\n", + "# define the environment path \n", + "from pprint import pprint\n", + "from json import dump\n", + "import os\n", + "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", + "os.environ[\"HOME\"] = local_cobrakbase_path\n", + "\n", + "# import the models\n", + "import cobrakbase\n", + "token = 'RBP7R34IILI6IQN5533VVSVUZM6H7YU7'\n", + "kbase_api = cobrakbase.KBaseAPI(token)\n", + "\n", + "model1 = kbase_api.get_from_ws(\"E_iAH991V2\",40576)\n", + "model2 = kbase_api.get_from_ws(\"E_iML1515.kb\",40576)\n", + "com_model = kbase_api.get_from_ws(\"CMM_iAH991V2_iML1515.kb\",40576)\n", + "models = [model1, model2]" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "b887032b-8c7e-4d2f-8cda-48636bf82625", + "metadata": {}, + "outputs": [], + "source": [ + "for model in models:\n", + " for rxn in model.reactions:\n", + " if len(rxn.metabolites) != len(rxn.reactants)+len(rxn.products):\n", + " print(f\"The {rxn.id} reaction is not at parity\")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "10da4092-a43b-48cf-a130-5350dbd3b794", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\boundary_types.py:60: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " matches = pd.Series(\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\boundary_types.py:60: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " matches = pd.Series(\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\minimal_medium.py:112: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " medium = pd.Series()\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\boundary_types.py:60: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " matches = pd.Series(\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\boundary_types.py:60: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " matches = pd.Series(\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\minimal_medium.py:112: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " medium = pd.Series()\n" + ] + } + ], + "source": [ + "# from cobra.medium import minimal_medium\n", + "# minimal_media = {}\n", + "# for model in models:\n", + "# minimal_media[model.id] = minimal_medium(model, minimize_components=True)\n", + " \n", + "# # from pprint import pprint\n", + "# # pprint(minimal_media)\n", + "# def sum_dict(d1,d2):\n", + "# for key, value in d1.items():\n", + "# if key in d2:\n", + "# d2[key] += value\n", + "# else:\n", + "# d2[key] = value\n", + "# return d2\n", + "\n", + "# com_media = {}\n", + "# for media in minimal_media.values():\n", + "# com_media = sum_dict(media, com_media)\n", + "# print(len(com_media.keys()), com_media)" + ] + }, + { + "cell_type": "markdown", + "id": "7a7d740c-48d0-464d-97a9-cac622efcc48", + "metadata": {}, + "source": [ + "### validate the minimal community media via the Jenga method" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "d49dc307-166b-46c5-8dd2-a6c81b2f447f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.1999999999999993\n", + "22 {'EX_cpd00149_e0': 0.0004693000000265238, 'EX_cpd00205_e0': 0.019986099999982798, 'EX_cpd10515_e0': 0.9291150603766285, 'EX_cpd00034_e0': 0.0005009000000265238, 'EX_cpd00009_e0': 1.5942658971694015, 'EX_cpd00028_e0': 0.0004668000000265238, 'EX_cpd00063_e0': 0.0009873000000197862, 'EX_cpd00166_e0': 0.0004668000000265238, 'EX_cpd00254_e0': 0.0013343000000531902, 'EX_cpd01017_e0': 762.3258667404602, 'EX_cpd00007_e0': 1000, 'EX_cpd00971_e0': 0.0004668000000265238, 'EX_cpd00098_e0': 0.0004668000000265238, 'EX_cpd00030_e0': 0.0005359000000265238, 'EX_cpd00104_e0': 2e-07, 'EX_cpd03725_e0': 756.2477963726411, 'EX_cpd03701_e0': 706.3462082535365, 'EX_cpd00048_e0': 0.02518159999999625, 'EX_cpd00058_e0': 7.09e-05, 'EX_cpd11574_e0': 7.000000000000001e-07, 'EX_cpd00099_e0': 0.0005204999999932625, 'EX_cpd00244_e0': 3.23e-05}\n" + ] + } + ], + "source": [ + "com_model.medium = media[\"community_media\"]\n", + "original_obj_value = com_model.optimize().objective_value\n", + "print(original_obj_value)\n", + "print(len(media[\"community_media\"]), media[\"community_media\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "025518f7-17cd-467e-a720-29a19ea18267", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "redundant cpd: EX_cpd10515_e0\n", + "redundant cpd: EX_cpd00009_e0\n", + "redundant cpd: EX_cpd00028_e0\n", + "redundant cpd: EX_cpd00007_e0\n", + "redundant cpd: EX_cpd00104_e0\n", + "redundant cpd: EX_cpd03725_e0\n", + "redundant cpd: EX_cpd03701_e0\n", + "redundant cpd: EX_cpd00048_e0\n", + "The 40320 permutations of the {'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'} redundant compounds will be examined.\n", + "23319/40320\n", + "{('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5}\n" + ] + } + ], + "source": [ + "from itertools import permutations\n", + "from math import isclose\n", + "\n", + "# identify additionally redundant compounds\n", + "redundnant_cpds = set()\n", + "community_model = com_model\n", + "for cpd in media[\"community_media\"]:\n", + " new_media = media[\"community_media\"].copy()\n", + " new_media.pop(cpd)\n", + " community_model.medium = new_media\n", + " sol = community_model.optimize()\n", + " if isclose(sol.objective_value, original_obj_value, abs_tol=1e-4):\n", + " print(\"redundant cpd:\", cpd)\n", + " redundnant_cpds.add(cpd)\n", + " \n", + "# vet the permutations\n", + "permuts = [p for p in permutations(redundnant_cpds)]\n", + "print(f\"The {len(permuts)} permutations of the {redundnant_cpds} redundant compounds will be examined.\")\n", + "permutation_results = {}\n", + "best = 0\n", + "failed_permutation_starts = []\n", + "for perm_index, permut in enumerate(permuts):\n", + " print(f\"{perm_index}/{len(permuts)}\", end=\"\\r\")\n", + " permutation_segments = [permut[:index] for index in range(len(permut), 2, -1)]\n", + " ### block previously discovered failures and successes, respectively\n", + " if not any([seg in failed_permutation_starts for seg in permutation_segments]):\n", + " if best < 2 or not any([set(permut[:best-1]) == set(success[:best-1]) for success in permutation_results]):\n", + " successful_removal = 0\n", + " new_media = media[\"community_media\"].copy()\n", + " for cpd in permut:\n", + " ### parameterize and simulate the community\n", + " new_media.pop(cpd)\n", + " community_model.medium = new_media\n", + " sol = community_model.optimize()\n", + " if isclose(sol.objective_value, original_obj_value, abs_tol=1e-7):\n", + " successful_removal += 1\n", + " continue\n", + " # print(\"objective value discrepancy:\", sol.objective_value, original_obj_value)\n", + " failed_permutation_starts.append(permut[:successful_removal+1])\n", + " break\n", + " if successful_removal >= best:\n", + " if successful_removal > best:\n", + " best = successful_removal\n", + " permutation_results = {}\n", + " permutation_results[permut] = successful_removal\n", + "\n", + "print(len(permutation_results))\n", + "pprint(permutation_results)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "d21b1d44-5fd5-4cf8-a64e-df7bfa22eed3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "23\n", + "{('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5}\n" + ] + } + ], + "source": [ + "print(len(permutation_results))\n", + "pprint(permutation_results)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "f3809567-b275-445a-982f-e3bb34ac015e", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1211\n", + "{('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0', 'EX_cpd03701_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03701_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00007_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00007_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd03701_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'): 5}\n" + ] + } + ], + "source": [ + "# orig_permutation_results = permutation_results\n", + "print(len(orig_permutation_results))\n", + "pprint(orig_permutation_results)" + ] + }, + { + "cell_type": "markdown", + "id": "5ab2935c-ef4b-435d-bc34-a33fbe28b951", + "metadata": {}, + "source": [ + "# Verify the similitude of the new method that omits combinationally identical permutations" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "05ba5c19-856f-4cd8-aa0c-4972b74d8306", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Method parity\n" + ] + } + ], + "source": [ + "# from itertools import combinations\n", + "from deepdiff import DeepDiff\n", + "org_permut_combinations = []\n", + "for org_permut, removed in permutation_results.items():\n", + " permut_set = set(org_permut[:removed+1])\n", + " if permut_set not in org_permut_combinations:\n", + " org_permut_combinations.append(permut_set)\n", + " \n", + "new_permut_combinations = []\n", + "for new_permut, removed in permutation_results.items():\n", + " permut_set = set(new_permut[:removed+1])\n", + " if permut_set not in new_permut_combinations:\n", + " new_permut_combinations.append(permut_set)\n", + " \n", + "if not DeepDiff(org_permut_combinations, new_permut_combinations):\n", + " print(\"Method parity\")\n", + "# pprint(org_permut_combinations)\n", + "# pprint(new_permut_combinations)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "d0731f86-1b19-4ea8-b579-7e040b09b873", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'} 40320\n", + "{('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0'): 6,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 5,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 4,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 3,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 2,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd01570_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd00541_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00541_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'): 1,\n", + " ('EX_cpd10515_e0', 'EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00541_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0'): 1}\n" + ] + } + ], + "source": [ + "from itertools import permutations\n", + "from math import isclose\n", + "\n", + "# identify additionally redundant compounds\n", + "redundnant_cpds = set()\n", + "community_model = com_model\n", + "for cpd in media[\"community_media\"]:\n", + " new_media = media[\"community_media\"].copy()\n", + " new_media.pop(cpd)\n", + " community_model.medium = new_media\n", + " sol = community_model.optimize()\n", + " if isclose(sol.objective_value, original_obj_value, abs_tol=1e-4):\n", + " # print(\"redundant cpd:\", cpd)\n", + " redundnant_cpds.add(cpd)\n", + " \n", + "# vet the permutations\n", + "permuts = [p for p in permutations(redundnant_cpds)]\n", + "print(f\"The {len(permuts)} permutations of the {redundnant_cpds} redundant compounds will be examined.\")\n", + "permutation_results = {}\n", + "best = 0\n", + "failed_permutation_starts = []\n", + "for perm_index, permut in enumerate(permuts):\n", + " print(f\"{perm_index}/len(permuts)\", end=\"\\r\")\n", + " permutation_segments = [p[:index] for index in range(len(permut), 2, -1)]\n", + " if not any(seg in failed_permutation_starts for seg in permutation_segments):\n", + " successful_removal = 0\n", + " new_media = media[\"community_media\"].copy()\n", + " for cpd in permut:\n", + " ### parameterize and simulate the community\n", + " new_media.pop(cpd)\n", + " community_model.medium = new_media\n", + " sol = community_model.optimize()\n", + " if isclose(sol.objective_value, original_obj_value, abs_tol=1e-7):\n", + " successful_removal += 1\n", + " continue\n", + " # print(\"objective value discrepancy:\", sol.objective_value, original_obj_value)\n", + " failed_permutation_starts.append(permut[:successful_removal+1])\n", + " break\n", + " if successful_removal >= best:\n", + " if successful_removal > best:\n", + " best = successful_removal\n", + " permutation_results = {}\n", + " permutation_results[permut] = successful_removal\n", + " \n", + "pprint(permutation_results)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "09e79b1f-cd20-4b37-9996-342b240b6765", + "metadata": {}, + "outputs": [], + "source": [ + "from itertools import permutations, combinations\n", + "\n", + "max_redundancy = max(list(permutation_results.values()))\n", + "top_redundancies = {k:v for k,v in permutation_results.items() if v==max_redundancy}\n", + "solutions_paths = []\n", + "new_combinations = []\n", + "for permut in top_redundancies:\n", + " num_mets = len(permut)\n", + " start_removal_index = max_redundancy - num_mets\n", + " removable_compounds = set(list(permut)[:start_removal_index])\n", + " solutions_paths.append(removable_compounds)\n", + " if removable_compounds not in new_combinations:\n", + " new_combinations.append(removable_compounds)\n", + " \n", + "print(\"Solutions path:\")\n", + "print(len(solutions_paths), solutions_paths, \"\\n\\n\")\n", + "\n", + "unique_combinations = []\n", + "unique_paths = []\n", + "for removal_path in solutions_paths:\n", + " path_permutations = permutations(removal_path)\n", + " if all([set(path) in solutions_paths for path in path_permutations]):\n", + " combination = combinations(removal_path, len(removal_path))\n", + " if not all([set(com) in unique_combinations for com in combination]):\n", + " for com in combinations(removal_path, len(removal_path)):\n", + " unique_combinations.append((set(com)))\n", + " else:\n", + " if not set(removal_path) in unique_paths:\n", + " unique_paths.append((set(removal_path)))\n", + " \n", + "print(\"Unique combinations:\")\n", + "print(len(unique_combinations), unique_combinations) \n", + "print(\"Unique paths:\")\n", + "print(len(unique_paths), unique_paths)\n", + "\n", + "# NOTE: The redundancies reveal that either EX_cpd00007_e0 or EX_cpd00048_e0 must be present, presumably as an electron source." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bfcc08f8-2b1e-47de-8665-7f25dc98d449", + "metadata": {}, + "outputs": [], + "source": [ + "com_media = media[\"community_media\"].copy()\n", + "for cpd in media[\"community_media\"]:\n", + " if cpd in combinations[1]:\n", + " com_media.pop(cpd)\n", + "print(len(com_media), com_media)\n", + "com_model.medium = com_media\n", + "print(com_model.optimize())" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "8c384f69-588b-4242-a3c0-96cddec6f917", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\boundary_types.py:60: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " matches = pd.Series(\n" + ] + }, + { + "ename": "NameError", + "evalue": "name 'isclose' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [4]\u001b[0m, in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[0;32m 8\u001b[0m community_model\u001b[38;5;241m.\u001b[39mmedium \u001b[38;5;241m=\u001b[39m new_media\n\u001b[0;32m 9\u001b[0m sol \u001b[38;5;241m=\u001b[39m community_model\u001b[38;5;241m.\u001b[39moptimize()\n\u001b[1;32m---> 10\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[43misclose\u001b[49m(sol\u001b[38;5;241m.\u001b[39mobjective_value, original_obj_value, abs_tol\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m1e-7\u001b[39m):\n\u001b[0;32m 11\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mredundant cpd:\u001b[39m\u001b[38;5;124m\"\u001b[39m, cpd)\n\u001b[0;32m 12\u001b[0m redundnant_cpds\u001b[38;5;241m.\u001b[39madd(cpd)\n", + "\u001b[1;31mNameError\u001b[0m: name 'isclose' is not defined" + ] + } + ], + "source": [ + "## identify additionally redundant compounds\n", + "redundnant_cpds = set()\n", + "original_obj_value = com_model.optimize().objective_value\n", + "community_model = com_model\n", + "for cpd in media[\"community_media\"]:\n", + " new_media = media[\"community_media\"].copy()\n", + " new_media.pop(cpd)\n", + " community_model.medium = new_media\n", + " sol = community_model.optimize()\n", + " if isclose(sol.objective_value, original_obj_value, abs_tol=1e-7):\n", + " print(\"redundant cpd:\", cpd)\n", + " redundnant_cpds.add(cpd)\n", + "\n", + "## vet the permutations\n", + "permuts = permutations(redundnant_cpds)\n", + "permutation_results = {}\n", + "for permut in permuts:\n", + " successful_removal = 0\n", + " new_media = media[\"community_media\"].copy()\n", + " for cpd in permut:\n", + " ### parameterize and simulate the community\n", + " new_media.pop(cpd)\n", + " community_model.medium = new_media\n", + " sol = community_model.optimize()\n", + " if isclose(sol.objective_value, original_obj_value, abs_tol=1e-7):\n", + " successful_removal += 1\n", + " continue\n", + " print(\"objective value discrepancy:\", sol.objective_value, original_obj_value)\n", + " break\n", + " permutation_results[permut] = successful_removal\n", + "\n", + "## filter to only the most minimal media\n", + "max_redundancy = max(list(permutation_results.values()))\n", + "top_redundancies = {k:v for k,v in permutation_results.items() if v==max_redundancy}\n", + "solutions_paths, new_combinations = [], []\n", + "for permut in top_redundancies:\n", + " start_removal_index = max_redundancy - len(permut) # the compound at which growth is lost\n", + " removable_compounds = set(list(permut)[:start_removal_index])\n", + " solutions_paths.append(removable_compounds)\n", + " if removable_compounds not in new_combinations:\n", + " new_combinations.append(removable_compounds)\n", + "\n", + "unique_combinations, unique_paths = [], []\n", + "for removal_path in solutions_paths:\n", + " path_permutations = permutations(removal_path)\n", + " if all([set(path) in solutions_paths for path in path_permutations]):\n", + " combination = combinations(removal_path, len(removal_path))\n", + " if not all([set(com) in unique_combinations for com in combination]):\n", + " for com in combinations(removal_path, len(removal_path)):\n", + " unique_combinations.append((set(com)))\n", + " else:\n", + " if set(removal_path) not in unique_paths:\n", + " unique_paths.append((set(removal_path)))" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ac3f9fcb-90b9-4a5a-8203-acc1db4eac86", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'media' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [2]\u001b[0m, in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m model \u001b[38;5;129;01min\u001b[39;00m models:\n\u001b[1;32m----> 2\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m rxn \u001b[38;5;129;01min\u001b[39;00m \u001b[43mmedia\u001b[49m[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcommunity_media\u001b[39m\u001b[38;5;124m\"\u001b[39m]:\n\u001b[0;32m 3\u001b[0m cpd \u001b[38;5;241m=\u001b[39m rxn\u001b[38;5;241m.\u001b[39mremoveprefix(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEX_\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m 4\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m cpd \u001b[38;5;129;01min\u001b[39;00m model\u001b[38;5;241m.\u001b[39mmetabolites:\n", + "\u001b[1;31mNameError\u001b[0m: name 'media' is not defined" + ] + } + ], + "source": [ + "for model in models:\n", + " for rxn in media[\"community_media\"]:\n", + " cpd = rxn.removeprefix(\"EX_\")\n", + " if cpd in model.metabolites:\n", + " for met_rxn in model.metabolites.get_by_id(cpd).reactions:\n", + " print(met_rxn)\n", + " print(model.reactions.get_by_id(rxn).metabolites.values()[0])\n", + " break" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "e7196db1-2cfd-4ed9-9592-556fb57210eb", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\minimal_medium.py:112: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " medium = pd.Series()\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\minimal_medium.py:112: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " medium = pd.Series()\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial media defined with 24 exchanges\n", + "Syntrophic fluxes examined after 0.0 minutes\n", + "Syntrophic fluxes examined after -12.952864583333334 minutes\n", + "['CACHE_AUTO_ADJUST_THRESHOLD', '_DistanceMixin__calculate_item_deephash', '_DistanceMixin__get_item_rough_length', '__class__', '__class_getitem__', '__contains__', '__delattr__', '__delitem__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__getitem__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__ior__', '__iter__', '__le__', '__len__', '__lt__', '__module__', '__ne__', '__new__', '__or__', '__reduce__', '__reduce_ex__', '__repr__', '__reversed__', '__ror__', '__setattr__', '__setitem__', '__sizeof__', '__str__', '__subclasshook__', '__weakref__', '_add_hash', '_auto_off_cache', '_auto_tune_cache', '_compare_in_order', '_count_diff', '_create_hashtable', '_dict_from_slots', '_diff', '_diff_booleans', '_diff_datetimes', '_diff_dict', '_diff_iterable', '_diff_iterable_in_order', '_diff_iterable_with_deephash', '_diff_numbers', '_diff_numpy_array', '_diff_obj', '_diff_set', '_diff_str', '_diff_tuple', '_diff_types', '_diff_uuids', '_get_clean_to_keys_mapping', '_get_deephash_params', '_get_distance_cache_key', '_get_matching_pairs', '_get_most_in_common_pairs_in_iterables', '_get_rough_distance', '_get_rough_distance_of_hashed_objs', '_get_view_results', '_group_iterable_to_dict', '_iterables_subscriptable', '_numpy_paths', '_precalculate_distance_by_custom_compare_func', '_precalculate_numpy_arrays_distance', '_report_result', '_skip_this', '_stats', '_to_delta_dict', '_use_custom_operator', 'cache_size', 'cache_tuning_sample_size', 'clear', 'copy', 'custom_operators', 'custom_report_result', 'cutoff_distance_for_pairs', 'cutoff_intersection_for_pairs', 'deephash_parameters', 'encodings', 'exclude_obj_callback', 'exclude_paths', 'exclude_regex_paths', 'exclude_types', 'exclude_types_tuple', 'from_json_pickle', 'fromkeys', 'get', 'get_ignore_types_in_groups', 'get_significant_digits', 'get_stats', 'group_by', 'hasher', 'ignore_encoding_errors', 'ignore_nan_inequality', 'ignore_numeric_type_changes', 'ignore_order', 'ignore_order_func', 'ignore_private_variables', 'ignore_string_case', 'ignore_string_type_changes', 'ignore_type_in_groups', 'ignore_type_subclasses', 'is_root', 'items', 'iterable_compare_func', 'keys', 'math_epsilon', 'max_diffs', 'max_passes', 'number_format_notation', 'number_to_string', 'numbers', 'pop', 'popitem', 'pretty', 'progress_logger', 'remove_empty_keys', 'report_repetition', 'setdefault', 'significant_digits', 'strings', 't1', 't2', 'to_dict', 'to_json', 'to_json_pickle', 'tree', 'truncate_datetime', 'type_check_func', 'update', 'values', 'verbose_level', 'view']\n" + ] + } + ], + "source": [ + "from deepdiff import DeepDiff\n", + "unsynergized_media = MSCommunity.estimate_minimal_community_media(models, syntrophy=False)\n", + "diff = DeepDiff(unsynergized_media[\"community_media\"], media[\"community_media\"])\n", + "# refined_com_media = com_media.drop(com_media.loc[com_media.gt(0)])\n", + "# print(refined_com_media)\n", + "print(dir(diff))" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "d5d42f67-c160-4eb9-bcd3-2a55dde60ff2", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'models' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [1]\u001b[0m, in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mmodels\u001b[49m\n", + "\u001b[1;31mNameError\u001b[0m: name 'models' is not defined" + ] + } + ], + "source": [ + "models" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "6a43511f-f8ca-401a-80ea-95f98a195481", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "root['EX_cpd00009_e0'] {'new_value': 3.7260653229411527, 'old_value': 0.17640200000755446}\n", + "root['EX_cpd10515_e0'] {'new_value': 4.810363862531745, 'old_value': 0.0009336000000000001}\n", + "root['EX_cpd00971_e0'] {'new_value': 0.00046680000002653657, 'old_value': 0.0004668000000265238}\n" + ] + } + ], + "source": [ + "from pprint import pprint\n", + "# pprint(diff.to_dict().values())\n", + "for key, value in diff.items():\n", + " for met, change in value.items():\n", + " print(met, change)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "02535f39-2b8a-418f-ad06-e64f0010e65a", + "metadata": {}, + "outputs": [], + "source": [ + "from math import isclose\n", + "redundnant_cpds, partially_redundant = set(), set()\n", + "for cpd in media[\"community_media\"]:\n", + " new_media = media[\"community_media\"].copy()\n", + " new_media.pop(cpd)\n", + " community_model = com_model\n", + " community_model.medium = new_media\n", + " sol = community_model.optimize()\n", + " if isclose(sol.objective_value, original_obj_value, abs_tol=1e-7):\n", + " print(\"redundant cpd:\", cpd, \"objective value difference:\", sol.objective_value, original_obj_value)\n", + " redundnant_cpds.add(cpd)\n", + " elif sol.objective_value > original_obj_value:\n", + " print(\"restraining cpd:\", cpd, \"\\nobjective value:\", sol.objective_value)\n", + " elif not isclose(sol.objective_value, 0, abs_tol=1e-7):\n", + " partially_redundant.add(cpd)\n", + " print(\"partially redundant\", cpd, \"\\nobjective value:\", sol.objective_value)\n", + "if not redundnant_cpds:\n", + " print(\"The media is minimal.\")" + ] + }, + { + "cell_type": "markdown", + "id": "d837363d-aaaa-4bb1-ad4e-83b5d1180a97", + "metadata": {}, + "source": [ + "# Chris' original code" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "1cc6bd3e-67fc-4857-ada6-2e3e3945bd95", + "metadata": {}, + "outputs": [], + "source": [ + "from cobra import Model, Reaction, Metabolite\n", + "from modelseedpy import MSCommunity, MSModelUtil\n", + "import re\n", + "\n", + "def build_from_species_models(models, mdlid=None, name=None, names=[], abundances=None):\n", + " \"\"\"Merges the input list of single species metabolic models into a community metabolic model\n", + "\n", + " Parameters\n", + " ----------\n", + " models : list\n", + " List of models to be merged into a community model\n", + " mdlid : string\n", + " String specifying community model ID\n", + " name : string\n", + " String specifying community model name\n", + " names : list\n", + " List of human readable names for models being merged\n", + " abundances : dict\n", + " Hash of relative abundances for input models in community model\n", + "\n", + " Returns\n", + " -------\n", + " Cobra.Model\n", + " Community model object\n", + "\n", + " Raises\n", + " ------\n", + " \"\"\"\n", + " newmodel = Model(mdlid, name)\n", + " newutl = MSModelUtil(newmodel)\n", + " biomass_compounds = []\n", + " index = 1\n", + " biomass_index = 2\n", + " for model in models:\n", + " new_metabolites = []\n", + " new_reactions = []\n", + " # Rename metabolites\n", + " for met in model.metabolites:\n", + " # Renaming compartments\n", + " if re.search('[a-z+](\\d*)$', met.compartment):\n", + " m = re.search('([a-z]+)(\\d*)$', met.compartment)\n", + " if len(m[2]) == 0:\n", + " if m[1] == \"e\":\n", + " met.compartment += \"0\"\n", + " else:\n", + " met.compartment += str(index)\n", + " elif m[1] == \"e\":\n", + " met.compartment = m[1] + \"0\"\n", + " else:\n", + " met.compartment = m[1] + str(index)\n", + " # Processing metabolite ID\n", + " output = MSModelUtil.parse_id(met)\n", + " if output == None:\n", + " if met.compartment[0] != \"e\":\n", + " met.id += str(index)\n", + " elif output[1] != \"e\":\n", + " if output[2] == 0:\n", + " met.id = met.id + str(index)\n", + " else:\n", + " met.id = output[0] + \"_\" + output[1] + str(index)\n", + " if met.id not in newmodel.metabolites:\n", + " new_metabolites.append(met)\n", + " if met.id == \"cpd11416\":\n", + " biomass_compounds.append(met)\n", + " # Rename reactions\n", + " for rxn in model.reactions:\n", + " if rxn.id[0:3] != \"EX_\":\n", + " if re.search('^(bio)(\\d+)$', rxn.id) != None:\n", + " rxn.id = \"bio\" + str(biomass_index)\n", + " biomass_index += 1\n", + " else:\n", + " output = MSModelUtil.parse_id(rxn)\n", + " if output == None:\n", + " if rxn.compartment.id[0] != \"e\":\n", + " rxn.id += str(index)\n", + " elif output[1] != \"e\":\n", + " if output[2] == 0:\n", + " rxn.id = rxn.id + str(index)\n", + " else:\n", + " rxn.id = output[0] + \"_\" + output[1] + str(index)\n", + " if rxn.id not in newmodel.reactions:\n", + " new_reactions.append(rxn)\n", + " # Adding new reactions and compounds to base model\n", + " newmodel.add_reactions(new_reactions)\n", + " newmodel.add_metabolites(new_metabolites)\n", + " index += 1\n", + " # Create community biomass\n", + " comm_biomass = Metabolite(\"cpd11416_c0\", None, \"Community biomass\", 0, \"c0\")\n", + " metabolites = {comm_biomass: 1}\n", + " comm_biorxn = Reaction(id=\"bio1\", name=\"bio1\", lower_bound=0, upper_bound=100)\n", + " count = len(biomass_compounds)\n", + " for cpd in biomass_compounds:\n", + " metabolites[cpd] = -1 / count\n", + " comm_biorxn.add_metabolites(metabolites)\n", + " newmodel.add_reactions([comm_biorxn])\n", + " newutl.add_exchanges_for_metabolites([comm_biomass], 0, 100, 'SK_')\n", + " return newutl.model # MSCommunity(newmodel, None, names, abundances)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "573a0c06-ad49-46ad-9b25-4d8ecf1508d4", + "metadata": {}, + "outputs": [], + "source": [ + "old_model = build_from_species_models(models)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "812208b4-e5fe-4560-836d-e8fee4920735", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4139 4145\n", + "7150\n", + "Counter({'_c1': 1345, '_c2': 1246, '_p1': 1022, '_e0': 513, '_s2': 4, '_l2': 1, '_c0': 1, '_m2': 1, '_f1': 1, '_n2': 1})\n", + "Counter({'_c2': 1833, '_c1': 1249, '_e0': 823, '_p2': 227, '_s2': 4, '_l2': 1, '_c0': 1, '_m2': 1, '_f1': 1, '_n2': 1})\n" + ] + } + ], + "source": [ + "from collections import Counter\n", + "import re\n", + "\n", + "# compare reactions\n", + "kbase_rxns = set([rxn.id for rxn in com_model.reactions])\n", + "ms_rxns = set([rxn.id for rxn in old_model.reactions])\n", + "print(len(kbase_rxns), len(ms_rxns))\n", + "print(len(kbase_rxns.symmetric_difference(ms_rxns)))\n", + "kbase_rxns_comps = Counter([re.search(r\"(_[a-z][0-9])\", rxnID).group() for rxnID in kbase_rxns if re.search(r\"(_[a-z][0-9])\", rxnID)])\n", + "ms_rxns_comps = Counter([re.search(r\"(_[a-z][0-9])\", rxnID).group() for rxnID in ms_rxns if re.search(r\"(_[a-z][0-9])\", rxnID)])\n", + "print(kbase_rxns_comps)\n", + "print(ms_rxns_comps)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "fcf95b64-6666-4e4e-a4b0-923f31cf25c2", + "metadata": {}, + "outputs": [], + "source": [ + "Counter({'_c2': 1833, '_c1': 1249, '_e0': 823, '_p2': 227, '_s2': 4, '_l2': 1, '_c0': 1, '_m2': 1, '_f1': 1, '_n2': 1}) # chris'\n", + "Counter({'_c2': 1833, '_c1': 1249, '_e0': 822, '_p2': 227, '_s2': 4, '_f1': 1, '_m2': 1, '_n2': 1, '_c0': 1, '_l2': 1}) # Andrew's" + ] + }, + { + "cell_type": "markdown", + "id": "6f93aeec-c2d4-4853-99d5-d416b684926c", + "metadata": {}, + "source": [ + "# TODO - investigate the p1 => p2 discrepancy\n", + "# TODO - trace a few deviating reactions through the merging operations\n", + "# TODO - run a modelseed community\n", + "# TODO - a dictionary between the compartments and the corresponding organisms should be provided to facilitate user intuition" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Community Modeling/MSSteadyCom/build_community_model_clean.ipynb b/examples/Community Modeling/MSSteadyCom/build_community_model_clean.ipynb new file mode 100644 index 00000000..bbcacbca --- /dev/null +++ b/examples/Community Modeling/MSSteadyCom/build_community_model_clean.ipynb @@ -0,0 +1,992 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "57472e20-a3cf-466a-9caa-1d640dd98f8f", + "metadata": {}, + "source": [ + "# Load and prepare models for assemblage into a community" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "00e2fa70-51f3-4d18-93cc-c445d37f25c9", + "metadata": {}, + "outputs": [], + "source": [ + "# define the environment path \n", + "from pprint import pprint\n", + "import os\n", + "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", + "os.environ[\"HOME\"] = local_cobrakbase_path\n", + "\n", + "# import the models\n", + "import cobrakbase\n", + "with open(\"D:/Users/Andrew Freiburger/Documents/Argonne/kbase_token.txt\") as token_file:\n", + "# with open(\"/Users/afreiburger/Documents/Argonne/kbase_token.txt\") as token_file:\n", + " kbase = cobrakbase.KBaseAPI(token_file.readline())\n", + "model1 = kbase.get_from_ws(\"E_iAH991V2\",40576)\n", + "model2 = kbase.get_from_ws(\"E_iML1515.kb\",40576)\n", + "models = [model1, model2]\n", + "com_model = kbase.get_from_ws(\"CMM_iAH991V2_iML1515.kb\",40576)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "48046613-70b0-4deb-aa4a-851474b543d5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', '__weakref__', '_token', 'check_response', 'copy', 'download_file_from_kbase', 'download_file_from_kbase2', 'get_from_ws', 'get_object', 'get_object_info', 'get_object_info_from_ref', 'get_objects2', 'hs', 'list_objects', 'max_retry', 'process_workspace_identifiers', 'save', 'save_model', 'save_object', 'ws_client']\n", + "['__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', '__weakref__', '_client', '_service_ver', 'administer', 'alter_workspace_metadata', 'clone_workspace', 'copy_object', 'create_workspace', 'delete_objects', 'delete_workspace', 'get_all_func_info', 'get_all_type_info', 'get_func_info', 'get_jsonschema', 'get_module_info', 'get_names_by_prefix', 'get_object', 'get_object_history', 'get_object_info', 'get_object_info3', 'get_object_info_new', 'get_object_provenance', 'get_object_subset', 'get_objectmeta', 'get_objects', 'get_objects2', 'get_permissions', 'get_permissions_mass', 'get_referenced_objects', 'get_type_info', 'get_workspace_description', 'get_workspace_info', 'get_workspacemeta', 'grant_module_ownership', 'hide_objects', 'list_all_types', 'list_module_versions', 'list_modules', 'list_objects', 'list_referencing_object_counts', 'list_referencing_objects', 'list_workspace_info', 'list_workspace_objects', 'list_workspaces', 'lock_workspace', 'register_typespec', 'register_typespec_copy', 'release_module', 'remove_module_ownership', 'rename_object', 'rename_workspace', 'request_module_ownership', 'revert_object', 'save_object', 'save_objects', 'set_global_permission', 'set_permissions', 'set_workspace_description', 'status', 'translate_from_MD5_types', 'translate_to_MD5_types', 'undelete_objects', 'undelete_workspace', 'unhide_objects', 'ver']\n" + ] + } + ], + "source": [ + "print(dir(kbase))\n", + "ws = kbase.ws_client\n", + "print(dir(ws))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c6f6bab9-2c63-4938-9de1-6f0bc50f6b87", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "53e1507c-6536-410f-943a-d2406078b955", + "metadata": {}, + "source": [ + "### build community" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "fb39d408-633b-4942-816d-ff3460524f27", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (ha_deg1_e0 | ha_deg1_e0 | ha_deg1) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_3_e0 | hspg_degr_3_e0 | hspg_degr_3) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (T_antigen_e0 | T_antigen_e0 | T_antigen) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (12ethd_e0 | 12ethd_e0 | 12ethd) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (stys_e0 | stys_e0 | stys) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (arabinan101_e0 | arabinan101_e0 | arabinan101) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (2omxyl_e0 | 2omxyl_e0 | 2omxyl) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (f1a_e0 | f1a_e0 | f1a) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lmn30_e0 | lmn30_e0 | lmn30) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (kesto_e0 | kesto_e0 | kesto) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (manpt_e0 | manpt_e0 | manpt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (alathr_e0 | alathr_e0 | alathr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (2omfuc_e0 | 2omfuc_e0 | 2omfuc) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (levanb_e0 | levanb_e0 | levanb) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (acerA_e0 | acerA_e0 | acerA) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_6_e0 | hspg_degr_6_e0 | hspg_degr_6) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (alagly_e0 | alagly_e0 | alagly) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lacndfuchx_e0 | lacndfuchx_e0 | lacndfuchx) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (dsT_antigen_e0 | dsT_antigen_e0 | dsT_antigen) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_c_degr_e0 | cspg_c_degr_e0 | cspg_c_degr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lmn2_e0 | lmn2_e0 | lmn2) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_14_e0 | hspg_degr_14_e0 | hspg_degr_14) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (leugly_e0 | leugly_e0 | leugly) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd01399_e0 is a ModelSEED ID, and may not be desirably changed to cpd01399_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The old metabolite cpd01399_e0 cross-references ({'AraCyc': ['MALTOTETRAOSE'], 'BiGG': ['maltttr'], 'BrachyCyc': ['MALTOTETRAOSE'], 'KEGG': ['C02052', 'G00457'], 'MetaCyc': ['MALTOTETRAOSE']}) do not overlap with those ({'KEGG': ['C00713', 'G00277', 'G00746'], 'MetaCyc': ['CPD-13556']}) of the new metabolite cpd01399_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mqn11_e0 | mqn11_e0 | mqn11) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (manb_e0 | manb_e0 | manb) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (homogal_e0 | homogal_e0 | homogal) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_b_degr_e0 | cspg_b_degr_e0 | cspg_b_degr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_c_e0 | cspg_c_e0 | cspg_c) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_a_degr_e0 | cspg_a_degr_e0 | cspg_a_degr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (ha_e0 | ha_e0 | ha) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (pecticgal_e0 | pecticgal_e0 | pecticgal) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (apio_D_e0 | apio_D_e0 | apio_D) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (s2l2fn2m2masn_e0 | s2l2fn2m2masn_e0 | s2l2fn2m2masn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (glypro_e0 | glypro_e0 | glypro) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_b_e0 | cspg_b_e0 | cspg_b) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_11_e0 | hspg_degr_11_e0 | hspg_degr_11) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (levan1000_e0 | levan1000_e0 | levan1000) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (phppa_e0 | phppa_e0 | phppa) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (glycogen1500_e0 | glycogen1500_e0 | glycogen1500) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (core4_e0 | core4_e0 | core4) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_5_e0 | hspg_degr_5_e0 | hspg_degr_5) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (rhamnogalurI_e0 | rhamnogalurI_e0 | rhamnogalurI) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (gam26s_e0 | gam26s_e0 | gam26s) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (levanttr_e0 | levanttr_e0 | levanttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (core5_e0 | core5_e0 | core5) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (sT_antigen_e0 | sT_antigen_e0 | sT_antigen) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (fucneulacnhx_e0 | fucneulacnhx_e0 | fucneulacnhx) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (Tn_antigen_e0 | Tn_antigen_e0 | Tn_antigen) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (acgalidour_e0 | acgalidour_e0 | acgalidour) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (chtbs_e0 | chtbs_e0 | chtbs) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (m2mn_e0 | m2mn_e0 | m2mn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (3fuclac_e0 | 3fuclac_e0 | 3fuclac) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (phearg_e0 | phearg_e0 | phearg) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mqn9_e0 | mqn9_e0 | mqn9) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (acgalglcur_e0 | acgalglcur_e0 | acgalglcur) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mqn10_e0 | mqn10_e0 | mqn10) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (pe_cer1_bt_e0 | pe_cer1_bt_e0 | pe_cer1_bt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_c_rest_e0 | cspg_c_rest_e0 | cspg_c_rest) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (n2m2mn_e0 | n2m2mn_e0 | n2m2mn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (isobut_e0 | isobut_e0 | isobut) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (glyasn_e0 | glyasn_e0 | glyasn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (metala_e0 | metala_e0 | metala) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_13_e0 | hspg_degr_13_e0 | hspg_degr_13) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (core3_e0 | core3_e0 | core3) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (core7_e0 | core7_e0 | core7) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (Ser_Thr_e0 | Ser_Thr_e0 | Ser_Thr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mbenz_e0 | mbenz_e0 | mbenz) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_7_e0 | hspg_degr_7_e0 | hspg_degr_7) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (gchola_e0 | gchola_e0 | gchola) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (dt5hsu_e0 | dt5hsu_e0 | dt5hsu) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (2fuclac_e0 | 2fuclac_e0 | 2fuclac) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_2_e0 | hspg_degr_2_e0 | hspg_degr_2) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cpd00098_e0 | Choline_ZS | Choline_ZS) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (core8_e0 | core8_e0 | core8) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_8_e0 | hspg_degr_8_e0 | hspg_degr_8) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_e0 | hspg_e0 | hspg) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_9_e0 | hspg_degr_9_e0 | hspg_degr_9) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (unsdigalur_e0 | unsdigalur_e0 | unsdigalur) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_1_e0 | hspg_degr_1_e0 | hspg_degr_1) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (argarg_e0 | argarg_e0 | argarg) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (gncore1_e0 | gncore1_e0 | gncore1) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (indlac_e0 | indlac_e0 | indlac) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lps_bt_e0 | lps_bt_e0 | lps_bt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (starch1200_e0 | starch1200_e0 | starch1200) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (alaglu_e0 | alaglu_e0 | alaglu) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_a_e0 | cspg_a_e0 | cspg_a) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (l2n2m2mn_e0 | l2n2m2mn_e0 | l2n2m2mn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_4_e0 | hspg_degr_4_e0 | hspg_degr_4) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (kestopt_e0 | kestopt_e0 | kestopt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (rhamnogalurII_e0 | rhamnogalurII_e0 | rhamnogalurII) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (manttr_e0 | manttr_e0 | manttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (leuleu_e0 | leuleu_e0 | leuleu) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (acgalidour2s_e0 | acgalidour2s_e0 | acgalidour2s) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_12_e0 | hspg_degr_12_e0 | hspg_degr_12) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (oligofru4_e0 | oligofru4_e0 | oligofru4) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (3ddlhept_e0 | 3ddlhept_e0 | 3ddlhept) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (alaasp_e0 | alaasp_e0 | alaasp) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cps_bt_e0 | cps_bt_e0 | cps_bt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (idour_e0 | idour_e0 | idour) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (ha_pre1_e0 | ha_pre1_e0 | ha_pre1) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lacnfucpt_e0 | lacnfucpt_e0 | lacnfucpt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (s2l2n2m2mn_e0 | s2l2n2m2mn_e0 | s2l2n2m2mn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (gncore2_e0 | gncore2_e0 | gncore2) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (sTn_antigen_e0 | sTn_antigen_e0 | sTn_antigen) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_15_e0 | hspg_degr_15_e0 | hspg_degr_15) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (glyasp_e0 | glyasp_e0 | glyasp) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (s2l2n2m2masn_e0 | s2l2n2m2masn_e0 | s2l2n2m2masn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_rest_e0 | hspg_rest_e0 | hspg_rest) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mantr_e0 | mantr_e0 | mantr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (glyglu_e0 | glyglu_e0 | glyglu) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (amannan140_e0 | amannan140_e0 | amannan140) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (levantttr_e0 | levantttr_e0 | levantttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (arabinogal_e0 | arabinogal_e0 | arabinogal) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (amylose300_e0 | amylose300_e0 | amylose300) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (plac_e0 | plac_e0 | plac) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (strch2_e0 | strch2_e0 | strch2) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_ab_rest_e0 | cspg_ab_rest_e0 | cspg_ab_rest) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (s2l2n2m2m_e0 | s2l2n2m2m_e0 | s2l2n2m2m) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (pect_e0 | pect_e0 | pect) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (isoval_e0 | isoval_e0 | isoval) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (galam_e0 | galam_e0 | galam) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lacdfucttr_e0 | lacdfucttr_e0 | lacdfucttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (strch1_e0 | strch1_e0 | strch1) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (arabttr_e0 | arabttr_e0 | arabttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (isocapr_e0 | isocapr_e0 | isocapr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (pullulan1200_e0 | pullulan1200_e0 | pullulan1200) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd15494_e0 is a ModelSEED ID, and may not be desirably changed to cpd15494_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (sphmyln_bt_e0 | sphmyln_bt_e0 | sphmyln_bt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lacnttr_e0 | lacnttr_e0 | lacnttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (7ocholate_e0 | 7ocholate_e0 | 7ocholate) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mn_e0 | mn_e0 | mn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lacnnttr_e0 | lacnnttr_e0 | lacnnttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_10_e0 | hspg_degr_10_e0 | hspg_degr_10) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (neulacnttr_e0 | neulacnttr_e0 | neulacnttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (kestottr_e0 | kestottr_e0 | kestottr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - ERROR - The Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 model has residual non-standard metabolites in its exchange reactions: {'ha_deg1_e0', 'hspg_degr_3_e0', 'T_antigen_e0', '12ethd_e0', 'stys_e0', 'arabinan101_e0', '2omxyl_e0', 'f1a_e0', 'lmn30_e0', 'kesto_e0', 'manpt_e0', 'alathr_e0', '2omfuc_e0', 'levanb_e0', 'acerA_e0', 'hspg_degr_6_e0', 'alagly_e0', 'lacndfuchx_e0', 'dsT_antigen_e0', 'cspg_c_degr_e0', 'lmn2_e0', 'hspg_degr_14_e0', 'leugly_e0', 'mqn11_e0', 'manb_e0', 'pecticgal_e0', 'homogal_e0', 'cspg_b_degr_e0', 'cspg_c_e0', 'cspg_a_degr_e0', 'ha_e0', 'apio_D_e0', 's2l2fn2m2masn_e0', 'glypro_e0', 'cspg_b_e0', 'hspg_degr_11_e0', 'phppa_e0', 'levan1000_e0', 'glycogen1500_e0', 'core4_e0', 'hspg_degr_5_e0', 'rhamnogalurI_e0', 'gam26s_e0', 'levanttr_e0', 'core5_e0', 'sT_antigen_e0', 'fucneulacnhx_e0', 'Tn_antigen_e0', 'acgalidour_e0', 'chtbs_e0', 'm2mn_e0', '3fuclac_e0', 'phearg_e0', 'mqn9_e0', 'acgalglcur_e0', 'mqn10_e0', 'pe_cer1_bt_e0', 'cspg_c_rest_e0', 'n2m2mn_e0', 'isobut_e0', 'glyasn_e0', 'metala_e0', 'hspg_degr_13_e0', 'core3_e0', 'core7_e0', 'Ser_Thr_e0', 'mbenz_e0', 'hspg_degr_7_e0', 'gchola_e0', 'dt5hsu_e0', '2fuclac_e0', 'hspg_degr_2_e0', 'core8_e0', 'hspg_e0', 'hspg_degr_8_e0', 'hspg_degr_9_e0', 'unsdigalur_e0', 'hspg_degr_1_e0', 'argarg_e0', 'gncore1_e0', 'indlac_e0', 'lps_bt_e0', 'starch1200_e0', 'alaglu_e0', 'cspg_a_e0', 'l2n2m2mn_e0', 'rhamnogalurII_e0', 'hspg_degr_4_e0', 'kestopt_e0', 'manttr_e0', 'leuleu_e0', 'oligofru4_e0', 'acgalidour2s_e0', 'hspg_degr_12_e0', '3ddlhept_e0', 'alaasp_e0', 'cps_bt_e0', 'idour_e0', 'ha_pre1_e0', 'lacnfucpt_e0', 's2l2n2m2mn_e0', 'gncore2_e0', 'sTn_antigen_e0', 'hspg_degr_15_e0', 'glyasp_e0', 's2l2n2m2masn_e0', 'mantr_e0', 'hspg_rest_e0', 'glyglu_e0', 'amannan140_e0', 'levantttr_e0', 'arabinogal_e0', 'amylose300_e0', 'plac_e0', 'strch2_e0', 'cspg_ab_rest_e0', 's2l2n2m2m_e0', 'pect_e0', 'isoval_e0', 'galam_e0', 'lacdfucttr_e0', 'strch1_e0', 'arabttr_e0', 'isocapr_e0', 'pullulan1200_e0', 'sphmyln_bt_e0', 'lacnttr_e0', '7ocholate_e0', 'mn_e0', 'lacnnttr_e0', 'hspg_degr_10_e0', 'neulacnttr_e0', 'kestottr_e0'}. Specify a True `printing` parameter to view why these metabolites were not corrected.\n", + "modelseedpy.core.msmodel - ERROR - The [0, 0] bounds are not amenable with a direction string.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + "Standardize exchange reactions in Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 \n", + " ====================================================================================\n", + "\n", + "\n", + "{'original': {'id': 'core6_e0', 'name': 'core6_e0'},\n", + " 'new': {'id': 'cpd37201_e0', 'name': 'Core6_e0'},\n", + " 'justification': 'The core6_e0 and cpd37201_e0 distinction in '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 is '\n", + " 'incompatible; hence, the cpd37201_e0 ID and Core6_e0 are '\n", + " 'used. The core6_e0 ID is not a ModelSEED Database ID. The '\n", + " 'core6_e0 and cpd37201_e0 metabolites were matched via their '\n", + " 'name.'}\n", + "\n", + "\n", + "{'original': {'id': 'cpd01399_e0', 'name': 'Maltotetraose_e0'},\n", + " 'new': {'id': 'cpd00537_e0', 'name': 'Maltotetraose_e0'},\n", + " 'justification': 'The cpd01399_e0 and cpd00537_e0 distinction in '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 is '\n", + " 'incompatible; hence, the cpd00537_e0 ID and '\n", + " 'Maltotetraose_e0 are used. The cpd01399_e0 and cpd00537_e0 '\n", + " 'metabolites were matched via their name.'}\n", + "\n", + "\n", + "{'original': {'id': 'core2_e0', 'name': 'core2_e0'},\n", + " 'new': {'id': 'cpd36802_e0', 'name': 'Core2_e0'},\n", + " 'justification': 'The core2_e0 and cpd36802_e0 distinction in '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 is '\n", + " 'incompatible; hence, the cpd36802_e0 ID and Core2_e0 are '\n", + " 'used. The core2_e0 ID is not a ModelSEED Database ID. The '\n", + " 'core2_e0 and cpd36802_e0 metabolites were matched via their '\n", + " 'name.'}\n", + "\n", + "\n", + "{'original': {'id': 'cpd15494_e0', 'name': 'Maltoheptaose_e0'},\n", + " 'new': {'id': 'cpd03718_e0', 'name': 'Maltoheptaose_e0'},\n", + " 'justification': 'The cpd15494_e0 and cpd03718_e0 distinction in '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 is '\n", + " 'incompatible; hence, the cpd03718_e0 ID and '\n", + " 'Maltoheptaose_e0 are used. The cpd15494_e0 and cpd03718_e0 '\n", + " 'metabolites were matched via their name. The ID match was '\n", + " \"verified with the ['BiGG'] cross-reference(s).\"}\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (sq-e_e0 | Sulphoquinovose | Sulphoquinovose) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd03191_e0 is a ModelSEED ID, and may not be desirably changed to cpd03191_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (colipap-e_e0 | Core oligosaccharide lipid A diphosphate | Core oligosaccharide lipid A diphosphate) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd00609_e0 is a ModelSEED ID, and may not be desirably changed to cpd00609_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (metglcur-e_e0 | 1-O-methyl-Beta-D-glucuronate | Omethylbetadglucuronate | 1-O-methyl-Beta-D-glucuronate) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd15411_e0 is a ModelSEED ID, and may not be desirably changed to cpd15411_e0.\n", + "modelseedpy.community.mscompatibility - ERROR - The iML1515 model has residual non-standard metabolites in its exchange reactions: {'metglcur-e_e0', 'colipap-e_e0', 'sq-e_e0'}. Specify a True `printing` parameter to view why these metabolites were not corrected.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + "Standardize exchange reactions in iML1515 \n", + " ============================================\n", + "\n", + "\n", + "{'original': {'id': 'dhps-e_e0', 'name': '2,3-Dihydroxypropane-1-sulfonate'},\n", + " 'new': {'id': 'cpd31356_e0', 'name': '2,3-Dihydroxypropane-1-sulfonate_e0'},\n", + " 'justification': 'The dhps-e_e0 and cpd31356_e0 distinction in iML1515 is '\n", + " 'incompatible; hence, the cpd31356_e0 ID and '\n", + " '2,3-Dihydroxypropane-1-sulfonate_e0 are used. The dhps-e_e0 '\n", + " 'ID is not a ModelSEED Database ID. The dhps-e_e0 and '\n", + " 'cpd31356_e0 metabolites were matched via their name.'}\n", + "\n", + "\n", + "{'original': {'id': 'cpd03191_e0', 'name': 'D-Glucuronate 1-phosphate_e0'},\n", + " 'new': {'id': 'cpd00880_e0', 'name': 'D-Glucuronate 1-phosphate_e0'},\n", + " 'justification': 'The cpd03191_e0 and cpd00880_e0 distinction in iML1515 is '\n", + " 'incompatible; hence, the cpd00880_e0 ID and D-Glucuronate '\n", + " '1-phosphate_e0 are used. The cpd03191_e0 and cpd00880_e0 '\n", + " 'metabolites were matched via their name. The ID match was '\n", + " \"verified with the ['BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "{'original': {'id': 'metsox-R-L-e_e0', 'name': 'L-methionine-R-sulfoxide'},\n", + " 'new': {'id': 'cpd14720_e0', 'name': 'L-methionine-R-sulfoxide_e0'},\n", + " 'justification': 'The metsox-R-L-e_e0 and cpd14720_e0 distinction in iML1515 '\n", + " 'is incompatible; hence, the cpd14720_e0 ID and '\n", + " 'L-methionine-R-sulfoxide_e0 are used. The metsox-R-L-e_e0 '\n", + " 'ID is not a ModelSEED Database ID. The metsox-R-L-e_e0 and '\n", + " 'cpd14720_e0 metabolites were matched via their name.'}\n", + "\n", + "\n", + "{'original': {'id': '4abzglu-e_e0', 'name': '4-aminobenzoyl-glutamate'},\n", + " 'new': {'id': 'cpd26527_e0', 'name': '4-aminobenzoyl-glutamate_e0'},\n", + " 'justification': 'The 4abzglu-e_e0 and cpd26527_e0 distinction in iML1515 is '\n", + " 'incompatible; hence, the cpd26527_e0 ID and '\n", + " '4-aminobenzoyl-glutamate_e0 are used. The 4abzglu-e_e0 ID '\n", + " 'is not a ModelSEED Database ID. The 4abzglu-e_e0 and '\n", + " 'cpd26527_e0 metabolites were matched via their name.'}\n", + "\n", + "\n", + "{'original': {'id': 'cpd00609_e0', 'name': 'D-Glucarate_e0'},\n", + " 'new': {'id': 'cpd00571_e0', 'name': 'D-Glucarate_e0'},\n", + " 'justification': 'The cpd00609_e0 and cpd00571_e0 distinction in iML1515 is '\n", + " 'incompatible; hence, the cpd00571_e0 ID and D-Glucarate_e0 '\n", + " 'are used. The cpd00609_e0 and cpd00571_e0 metabolites were '\n", + " 'matched via their name. The ID match was verified with the '\n", + " \"['BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "{'original': {'id': 'tartr-D-e_e0', 'name': 'D-tartrate'},\n", + " 'new': {'id': 'cpd19018_e0', 'name': 'D-tartrate_e0'},\n", + " 'justification': 'The tartr-D-e_e0 and cpd19018_e0 distinction in iML1515 is '\n", + " 'incompatible; hence, the cpd19018_e0 ID and D-tartrate_e0 '\n", + " 'are used. The tartr-D-e_e0 ID is not a ModelSEED Database '\n", + " 'ID. The tartr-D-e_e0 and cpd19018_e0 metabolites were '\n", + " 'matched via their name.'}\n", + "\n", + "\n", + "{'original': {'id': 'metsox-S-L-e_e0', 'name': 'L-Methionine Sulfoxide'},\n", + " 'new': {'id': 'cpd15498_e0', 'name': 'L-Methionine Sulfoxide_e0'},\n", + " 'justification': 'The metsox-S-L-e_e0 and cpd15498_e0 distinction in iML1515 '\n", + " 'is incompatible; hence, the cpd15498_e0 ID and L-Methionine '\n", + " 'Sulfoxide_e0 are used. The metsox-S-L-e_e0 ID is not a '\n", + " 'ModelSEED Database ID. The metsox-S-L-e_e0 and cpd15498_e0 '\n", + " 'metabolites were matched via their name.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00067_p0 + cpd15411_p0 --> cpd00067_c0 + '\n", + " 'cpd15411_e0'},\n", + " 'new': {'reaction': 'cpd00067_p0 + cpd15411_p0 --> cpd00067_c0 + cpd03294_e0'},\n", + " 'justification': 'The new cpd03294_e0 ID for cpd15411_e0 already exists in '\n", + " 'model iML1515, so each reaction (here ARBTNtex_p0) must be '\n", + " \"replaced. The ID match was verified with the ['BiGG', \"\n", + " \"'BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd15411_e0 <=> '},\n", + " 'new': {'reaction': 'cpd03294_e0 <=> '},\n", + " 'justification': 'The new cpd03294_e0 ID for cpd15411_e0 already exists in '\n", + " 'model iML1515, so each reaction (here EX_cpd15411_e0) must '\n", + " \"be replaced. The ID match was verified with the ['BiGG', \"\n", + " \"'BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd10516_e0 + cpd15411_e0 --> cpd03294_e0'},\n", + " 'new': {'reaction': 'cpd10516_e0 --> '},\n", + " 'justification': 'The new cpd03294_e0 ID for cpd15411_e0 already exists in '\n", + " 'model iML1515, so each reaction (here rxn08144_e0) must be '\n", + " \"replaced. The ID match was verified with the ['BiGG', \"\n", + " \"'BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "3 reactions were substituted and 11 metabolite IDs were redefined in Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23,iML1515 by standardize().\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.core.msmodel - ERROR - The [0, 0] bounds are not amenable with a direction string.\n" + ] + } + ], + "source": [ + "%run ../../../modelseedpy/community/commhelper.py\n", + "comm_model = build_from_species_models(models, \"test_comm\", standardize = True, cobra_model=True)" + ] + }, + { + "cell_type": "markdown", + "id": "17aecc94-bacc-431e-89ea-d0bf2b5043c4", + "metadata": {}, + "source": [ + "### Compare the KBase vs ModelSEED built community models " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "58d564d5-3b62-4e58-a2a6-5ad8f6e0dd56", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "fc1d171d-233b-4494-a145-62e24c4b77f1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4139 4144\n", + "7173\n", + "Counter({'_c1': 1345, '_c2': 1246, '_p1': 1022, '_e0': 513, '_s2': 4, '_f1': 1, '_m2': 1, '_n2': 1, '_c0': 1, '_l2': 1})\n", + "Counter({'_c2': 1833, '_c1': 1249, '_e0': 822, '_p2': 227, '_s2': 4, '_f1': 1, '_m2': 1, '_n2': 1, '_c0': 1, '_l2': 1})\n" + ] + } + ], + "source": [ + "from collections import Counter\n", + "import re\n", + "\n", + "# compare reactions\n", + "kbase_rxns = set([rxn.id for rxn in com_model.reactions])\n", + "ms_rxns = set([rxn.id for rxn in comm_model.reactions])\n", + "print(len(kbase_rxns), len(ms_rxns))\n", + "print(len(kbase_rxns.symmetric_difference(ms_rxns)))\n", + "kbase_rxns_comps = Counter([re.search(r\"(_[a-z][0-9])\", rxnID).group() for rxnID in kbase_rxns if re.search(r\"(_[a-z][0-9])\", rxnID)])\n", + "ms_rxns_comps = Counter([re.search(r\"(_[a-z][0-9])\", rxnID).group() for rxnID in ms_rxns if re.search(r\"(_[a-z][0-9])\", rxnID)])\n", + "print(kbase_rxns_comps)\n", + "print(ms_rxns_comps)\n", + "\n", + "# print(kbase_rxns - ms_rxns)\n", + "# print(ms_rxns - kbase_rxns)\n", + "\n", + "# compare compounds\n", + "# kbase_mets = set([met.id for met in com_model.metabolites])\n", + "# ms_mets = set([met.id for met in comm_model.metabolites])\n", + "# print(len(kbase_mets), len(ms_mets))\n", + "# print(kbase_mets.symmetric_difference(ms_mets))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "82232e5f-c151-4b5f-b9c6-74a53bdab6b8", + "metadata": {}, + "outputs": [], + "source": [ + "def unique_bio_cpds(rxn):\n", + " return set([met.id for met in rxn.metabolites])" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "0cfcb429-046f-4738-9483-e4ce5bcd85c3", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Maximize\n", + "1.0*bio2 - 1.0*bio2_reverse_a4204\n", + "\n", + "bio1\n", + "bio2\n", + "bio3\n", + "bio4\n", + "\n", + "Extra mets in the objective vs. bio1 {'cpd15531_p1', 'cpd11574_c1', 'cpd00201_c1', 'cpd00041_c1', 'cpd00012_c1', 'cpd00115_c1', 'cpd00034_c1', 'cpd00063_c1', 'cpd00013_c1', 'cpd24604_c1', 'cpd00030_c1', 'cpd00357_c1', 'cpd00062_c1', 'cpd00119_c1', 'cpd00039_c1', 'cpd00002_c1', 'cpd24682_c1', 'cpd10516_c1', 'cpd00069_c1', 'cpd00052_c1', 'cpd25775_c1', 'cpd00003_c1', 'cpd00035_c1', 'cpd00033_c1', 'cpd00104_c1', 'cpd00087_c1', 'cpd00356_c1', 'cpd00056_c1', 'cpd00099_c1', 'cpd00051_c1', 'cpd00132_c1', 'cpd00129_c1', 'cpd00016_c1', 'cpd00156_c1', 'cpd00205_c1', 'cpd15514_p1', 'cpd00254_c1', 'cpd00009_c1', 'cpd00084_c1', 'cpd00322_c1', 'cpd00125_c1', 'cpd00557_c1', 'cpd10515_c1', 'cpd00006_c1', 'cpd00060_c1', 'cpd00161_c1', 'cpd00008_c1', 'cpd00107_c1', 'cpd03445_c1', 'cpd00053_c1', 'cpd00244_c1', 'cpd00028_c1', 'cpd00023_c1', 'cpd00066_c1', 'cpd15532_p1', 'cpd00065_c1', 'cpd00048_c1', 'cpd00067_c1', 'cpd00015_c1', 'cpd00017_c1', 'cpd00149_c1', 'cpd00220_c1', 'cpd00241_c1', 'cpd00058_c1', 'cpd00010_c1', 'cpd00038_c1', 'cpd00001_c1', 'cpd03586_e0', 'cpd00078_c1', 'cpd00054_c1'}\n", + "\n", + "Extra mets in the objective vs. bio3 {'cpd03445_c1', 'cpd03586_e0', 'cpd15514_p1'}\n", + "\n", + "Extra mets in the objective vs. bio4 {'cpd00156_c1', 'cpd15531_p1', 'cpd00205_c1', 'cpd11574_c1', 'cpd15514_p1', 'cpd00201_c1', 'cpd00254_c1', 'cpd00041_c1', 'cpd00009_c1', 'cpd00012_c1', 'cpd00084_c1', 'cpd00322_c1', 'cpd00115_c1', 'cpd00125_c1', 'cpd00063_c1', 'cpd00034_c1', 'cpd00557_c1', 'cpd00013_c1', 'cpd24604_c1', 'cpd00030_c1', 'cpd10515_c1', 'cpd00357_c1', 'cpd00006_c1', 'cpd00119_c1', 'cpd00060_c1', 'cpd00161_c1', 'cpd00062_c1', 'cpd00008_c1', 'cpd00039_c1', 'cpd00002_c1', 'cpd24682_c1', 'cpd10516_c1', 'cpd00107_c1', 'cpd03445_c1', 'cpd00069_c1', 'cpd00051_c1', 'cpd00052_c1', 'cpd00053_c1', 'cpd00003_c1', 'cpd25775_c1', 'cpd00035_c1', 'cpd00244_c1', 'cpd00028_c1', 'cpd00023_c1', 'cpd00033_c1', 'cpd00066_c1', 'cpd15532_p1', 'cpd11416_c1', 'cpd00104_c1', 'cpd00048_c1', 'cpd00087_c1', 'cpd00065_c1', 'cpd00356_c1', 'cpd00067_c1', 'cpd00056_c1', 'cpd00015_c1', 'cpd00017_c1', 'cpd00149_c1', 'cpd00220_c1', 'cpd00241_c1', 'cpd00058_c1', 'cpd00010_c1', 'cpd00038_c1', 'cpd00001_c1', 'cpd03586_e0', 'cpd00099_c1', 'cpd00078_c1', 'cpd00054_c1', 'cpd00132_c1', 'cpd00129_c1', 'cpd00016_c1'}\n", + "\n", + "Extra mets in the objective {'cpd03445_c1', 'cpd03586_e0', 'cpd15514_p1'}\n", + "\n", + "Model mets not in the objective {'cpd00201_c2', 'cpd00356_c2', 'cpd21288_c1', 'lipopb-c_c1', 'cpd15561_c1', 'cpd00087_c2', 'cpd00005_c1', 'cpd00254_c2', 'cpd00166_c1', 'cpd11493_c2', 'cpd00166_c2', 'cpd15534_c2', 'cpd00069_c2', 'cpd15541_c2', 'cpd02229_c2', 'lps_bt_e0', 'cpd00009_c2', 'cpd00063_c2', 'cpd15654_c2', 'cpd00264_c1', 'cpd00052_c2', 'cpd15428_c2', 'cpd00161_c2', 'cpd00038_c2', 'cpd00156_c2', 'cpd00065_c2', 'cpd00357_c2', 'cpd15503_p1', 'cpd00034_c2', 'cpd10516_c2', 'cpd00216_c1', 'sphmyln_bt_e0', 'cpd00039_c2', 'cpd00107_c2', 'cpd00012_c2', 'cpd00004_c1', 'cpd00220_c2', 'cpd10515_c2', 'cpd11313_c1', 'cpd15528_c2', 'cpd00016_c2', 'cpd00115_c2', 'cpd00205_c2', 'cpd00062_c2', 'cpd15506_p1', 'cpd00129_c2', 'cpd00060_c2', 'clpni17_c2', 'peai17_c2', 'cpd00006_c2', 'cpd00051_c2', 'clpni14_c2', 'cpd00104_c2', 'cpd15540_c2', 'clpnai15_c2', 'cpd15508_p1', 'cpd15535_c2', 'cpd00010_c2', 'cps_bt_e0', 'mql9_c2', 'cpd15536_c2', 'cpd00022_c1', 'cpd00132_c2', 'cpd15426_c2', 'clpni15_c2', 'cpd00028_c2', 'cpd15533_c2', 'cpd00070_c1', 'cpd00033_c2', 'pei14_c2', 'cpd00056_c2', 'cpd00054_c2', 'clpnai17_c2', 'cpd00155_c1', 'cpd15429_p1', 'cpd15430_c2', 'cpd11416_c0', 'cpd00345_c2', 'mql11_c2', 'cpd00322_c2', 'cpd15538_p1', 'cpd00264_c2', 'cpd00008_c2', 'cpd00149_c2', 'cpd15499_c1', 'cpd00118_c1', 'cpd00119_c2', 'pei15_c2', 'cpd00017_c2', 'cpd00001_c2', 'cpd00084_c2', 'peai15_c2', 'cpd00035_c2', 'cpd11416_c2', 'cpd15538_c2', 'pei17_c2', 'cpd15541_p1', 'clpni16_c2', 'cpd15499_c2', 'pgai17_c2', 'cpd00067_c2', 'cpd12370_c2', 'cpd15432_e0', 'cpd00042_c1', 'cpd00023_c2', 'cpd00066_c2', 'cpd15539_p1', 'cpd15428_p1', 'cpd15534_p1', 'cpd11451_c2', 'pe_cer1_bt_e0', 'cpd15529_c2', 'mql10_c2', 'cpd15501_p1', 'mocogdp-c_c1', 'cpd03453_c1', 'cpd00241_c2', 'cpd00053_c2', 'cpd00345_c1', 'cpd00002_c2', 'cpd00030_c2', 'cpd00041_c2', 'pei16_c2', 'pgi17_c2', 'cpd15431_p1', 'cpd00015_c2', 'cpd15505_p1', 'cpd15531_c2', 'cpd00003_c2', 'cpd15353_c1', 'cpd00971_c2'}\n" + ] + } + ], + "source": [ + "print(com_model.objective)\n", + "print(com_model.optimize())\n", + "\n", + "# investigate why the merged model does not operate\n", + "## examine the biomass reactions\n", + "kbase_bios = []\n", + "for rxn in com_model.reactions:\n", + " if \"bio\" in rxn.id:\n", + " print(rxn.id)\n", + " kbase_bios.append(unique_bio_cpds(rxn))\n", + " \n", + "# investigate the relation of bio2 to the other biomasses\n", + "objective_mets = kbase_bios[1]\n", + "combined = set()\n", + "for index, bio in enumerate(kbase_bios):\n", + " if index != 1:\n", + " print(f\"\\nExtra mets in the objective vs. bio{index+1}\", objective_mets-bio)\n", + " combined.update(bio)\n", + "print(\"\\nExtra mets in the objective\", objective_mets-combined)\n", + "print(\"\\nModel mets not in the objective\", combined-objective_mets)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "2ab02a1c-de10-44b7-9e61-89fdd9bad799", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Extra mets in the objective vs. bio1 in Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 {'cpd00156_c1', 'cpd15531_p1', 'cpd00205_c1', 'cpd11574_c1', 'cpd15514_p1', 'cpd00201_c1', 'cpd00254_c1', 'cpd00041_c1', 'cpd00009_c1', 'cpd00012_c1', 'cpd00084_c1', 'cpd00322_c1', 'cpd00115_c1', 'cpd00125_c1', 'cpd00063_c1', 'cpd00034_c1', 'cpd00557_c1', 'cpd00013_c1', 'cpd24604_c1', 'cpd00030_c1', 'cpd10515_c1', 'cpd00357_c1', 'cpd00006_c1', 'cpd00119_c1', 'cpd00060_c1', 'cpd00161_c1', 'cpd00062_c1', 'cpd00008_c1', 'cpd00039_c1', 'cpd00002_c1', 'cpd24682_c1', 'cpd10516_c1', 'cpd00107_c1', 'cpd03445_c1', 'cpd00069_c1', 'cpd00051_c1', 'cpd00052_c1', 'cpd00053_c1', 'cpd00003_c1', 'cpd25775_c1', 'cpd00035_c1', 'cpd00244_c1', 'cpd00028_c1', 'cpd00023_c1', 'cpd00033_c1', 'cpd00066_c1', 'cpd15532_p1', 'cpd11416_c1', 'cpd00104_c1', 'cpd00048_c1', 'cpd00087_c1', 'cpd00065_c1', 'cpd00356_c1', 'cpd00067_c1', 'cpd00056_c1', 'cpd00015_c1', 'cpd00017_c1', 'cpd00149_c1', 'cpd00220_c1', 'cpd00241_c1', 'cpd00058_c1', 'cpd00010_c1', 'cpd00038_c1', 'cpd00001_c1', 'cpd03586_e0', 'cpd00099_c1', 'cpd00078_c1', 'cpd00054_c1', 'cpd00132_c1', 'cpd00129_c1', 'cpd00016_c1'}\n", + "\n", + "Extra mets in the objective vs. bio1 in iML1515 {'cpd00156_c1', 'cpd15531_p1', 'cpd00205_c1', 'cpd11574_c1', 'cpd15514_p1', 'cpd00201_c1', 'cpd00254_c1', 'cpd00041_c1', 'cpd00009_c1', 'cpd00012_c1', 'cpd00084_c1', 'cpd00322_c1', 'cpd00115_c1', 'cpd00125_c1', 'cpd00063_c1', 'cpd00034_c1', 'cpd00557_c1', 'cpd00013_c1', 'cpd24604_c1', 'cpd00030_c1', 'cpd10515_c1', 'cpd00357_c1', 'cpd00006_c1', 'cpd00119_c1', 'cpd00060_c1', 'cpd00161_c1', 'cpd00062_c1', 'cpd00008_c1', 'cpd00039_c1', 'cpd00002_c1', 'cpd24682_c1', 'cpd10516_c1', 'cpd00107_c1', 'cpd03445_c1', 'cpd00069_c1', 'cpd00051_c1', 'cpd00052_c1', 'cpd00053_c1', 'cpd00003_c1', 'cpd25775_c1', 'cpd00035_c1', 'cpd00244_c1', 'cpd00028_c1', 'cpd00023_c1', 'cpd00033_c1', 'cpd00066_c1', 'cpd15532_p1', 'cpd11416_c1', 'cpd00104_c1', 'cpd00048_c1', 'cpd00087_c1', 'cpd00065_c1', 'cpd00356_c1', 'cpd00067_c1', 'cpd00056_c1', 'cpd00015_c1', 'cpd00017_c1', 'cpd00149_c1', 'cpd00220_c1', 'cpd00241_c1', 'cpd00058_c1', 'cpd00010_c1', 'cpd00038_c1', 'cpd00001_c1', 'cpd00099_c1', 'cpd00078_c1', 'cpd00054_c1', 'cpd00132_c1', 'cpd00129_c1', 'cpd00016_c1'}\n", + "\n", + "Extra mets in the objective vs. bio2 in iML1515 {'cpd00156_c1', 'cpd15531_p1', 'cpd00205_c1', 'cpd11574_c1', 'cpd15514_p1', 'cpd00201_c1', 'cpd00254_c1', 'cpd00041_c1', 'cpd00009_c1', 'cpd00012_c1', 'cpd00084_c1', 'cpd00322_c1', 'cpd00115_c1', 'cpd00125_c1', 'cpd00063_c1', 'cpd00034_c1', 'cpd00557_c1', 'cpd00013_c1', 'cpd24604_c1', 'cpd00030_c1', 'cpd10515_c1', 'cpd00357_c1', 'cpd00006_c1', 'cpd00119_c1', 'cpd00060_c1', 'cpd00161_c1', 'cpd00062_c1', 'cpd00008_c1', 'cpd00039_c1', 'cpd00002_c1', 'cpd24682_c1', 'cpd10516_c1', 'cpd00107_c1', 'cpd03445_c1', 'cpd00069_c1', 'cpd00051_c1', 'cpd00052_c1', 'cpd00053_c1', 'cpd00003_c1', 'cpd25775_c1', 'cpd00035_c1', 'cpd00244_c1', 'cpd00028_c1', 'cpd00023_c1', 'cpd00033_c1', 'cpd00066_c1', 'cpd15532_p1', 'cpd11416_c1', 'cpd00104_c1', 'cpd00048_c1', 'cpd00087_c1', 'cpd00065_c1', 'cpd00356_c1', 'cpd00067_c1', 'cpd00056_c1', 'cpd00015_c1', 'cpd00017_c1', 'cpd00149_c1', 'cpd00220_c1', 'cpd00241_c1', 'cpd00058_c1', 'cpd00010_c1', 'cpd00038_c1', 'cpd00001_c1', 'cpd03586_e0', 'cpd00099_c1', 'cpd00078_c1', 'cpd00054_c1', 'cpd00132_c1', 'cpd00129_c1', 'cpd00016_c1'}\n", + "\n", + "Model mets not in the objective {'cpd00054_c0', 'cpd00008_c0', 'pgi17_c0', 'cpd15353_c0', 'cpd00161_c0', 'pgai17_c0', 'cpd11313_c0', 'cpd00002_c0', 'cpd00009_c0', 'cpd15528_c0', 'mql9_c0', 'cpd00220_c0', 'cpd11574_c0', 'lps_bt_e0', 'mql10_c0', 'cpd00030_c0', 'cpd15428_p0', 'cpd00155_c0', 'cpd15514_p0', 'cpd00034_c0', 'cpd00012_c0', 'clpni16_c0', 'cpd00063_c0', 'cpd00028_c0', 'sphmyln_bt_e0', 'cpd00070_c0', 'cpd15654_c0', 'lipopb-c_c0', 'cpd00345_c0', 'cpd00357_c0', 'cpd00322_c0', 'cpd00038_c0', 'pei17_c0', 'cpd00016_c0', 'clpnai15_c0', 'cpd03445_c0', 'cpd24682_c0', 'cpd00115_c0', 'cpd15503_p0', 'cpd00013_c0', 'cpd00557_c0', 'cpd00065_c0', 'cpd00058_c0', 'cpd00067_c0', 'clpni14_c0', 'cpd00053_c0', 'cpd15535_c0', 'cpd00254_c0', 'cpd00078_c0', 'cpd15534_p0', 'pei14_c0', 'cpd15431_p0', 'cpd00004_c0', 'cpd00015_c0', 'cpd15534_c0', 'peai17_c0', 'cpd00042_c0', 'cps_bt_e0', 'cpd00051_c0', 'cpd00129_c0', 'cpd00052_c0', 'peai15_c0', 'cpd00264_c0', 'cpd15529_c0', 'cpd00201_c0', 'cpd15428_c0', 'cpd00125_c0', 'cpd00006_c0', 'cpd00017_c0', 'cpd11416_c0', 'cpd02229_c0', 'cpd15531_p0', 'cpd00087_c0', 'cpd00060_c0', 'cpd00166_c0', 'mql11_c0', 'cpd00119_c0', 'cpd15561_c0', 'mocogdp-c_c0', 'cpd15539_p0', 'cpd00118_c0', 'cpd00001_c0', 'cpd11451_c0', 'cpd00041_c0', 'cpd00132_c0', 'cpd15536_c0', 'cpd15541_p0', 'cpd15429_p0', 'cpd00003_c0', 'cpd00066_c0', 'cpd15501_p0', 'cpd15426_c0', 'cpd00048_c0', 'pei16_c0', 'cpd15432_e0', 'cpd00056_c0', 'clpni17_c0', 'clpni15_c0', 'cpd21288_c0', 'cpd15532_p0', 'cpd00241_c0', 'pe_cer1_bt_e0', 'cpd15499_c0', 'cpd00022_c0', 'cpd15533_c0', 'cpd00010_c0', 'cpd15541_c0', 'cpd00149_c0', 'cpd15531_c0', 'cpd15430_c0', 'cpd15538_c0', 'cpd00035_c0', 'cpd24604_c0', 'cpd15508_p0', 'cpd00005_c0', 'cpd00033_c0', 'cpd15540_c0', 'cpd03453_c0', 'cpd15506_p0', 'cpd00356_c0', 'clpnai17_c0', 'pei15_c0', 'cpd11493_c0', 'cpd25775_c0', 'cpd00107_c0', 'cpd15538_p0', 'cpd00216_c0', 'cpd00084_c0', 'cpd00023_c0', 'cpd00104_c0', 'cpd12370_c0', 'cpd00069_c0', 'cpd00099_c0', 'cpd00039_c0', 'cpd00062_c0', 'cpd10516_c0', 'cpd00244_c0', 'cpd00156_c0', 'cpd10515_c0', 'cpd00971_c0', 'cpd00205_c0', 'cpd15505_p0'}\n" + ] + } + ], + "source": [ + "combined_bios = set()\n", + "for model in models:\n", + " for rxn in model.reactions:\n", + " if \"bio\" in rxn.id:\n", + " print(f\"\\nExtra mets in the objective vs. {rxn.id} in {model.id}\", objective_mets-unique_bio_cpds(rxn))\n", + " combined_bios.update(unique_bio_cpds(rxn))\n", + "print(\"\\nModel mets not in the objective\", combined_bios-objective_mets)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0189a414-64b3-4369-9d92-741f167de64b", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "%run ../../../modelseedpy/community/mscommunity.py\n", + "\n", + "# construct the community models\n", + "com_model, indices = MSCommunity.build_from_species_models(models)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "297a204f-677a-4211-8e7f-a66f795fc3d1", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\io\\dict.py:71: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.\n", + "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", + " value: Union[str, np.float, np.bool, Set, Dict]\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\io\\dict.py:71: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here.\n", + "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", + " value: Union[str, np.float, np.bool, Set, Dict]\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\requests\\__init__.py:102: RequestsDependencyWarning: urllib3 (1.26.9) or chardet (5.0.0)/charset_normalizer (2.0.12) doesn't match a supported version!\n", + " warnings.warn(\"urllib3 ({}) or chardet ({})/charset_normalizer ({}) doesn't match a supported \"\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.8\n" + ] + } + ], + "source": [ + "import warnings\n", + "warnings.filterwarnings(action='once')\n", + "\n", + "# define the environment path \n", + "from pprint import pprint\n", + "from json import dump\n", + "import os\n", + "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", + "os.environ[\"HOME\"] = local_cobrakbase_path\n", + "\n", + "# import the models\n", + "import cobrakbase\n", + "token = 'RBP7R34IILI6IQN5533VVSVUZM6H7YU7'\n", + "kbase_api = cobrakbase.KBaseAPI(token)\n", + "\n", + "model1 = kbase_api.get_from_ws(\"E_iAH991V2\",40576)\n", + "model2 = kbase_api.get_from_ws(\"E_iML1515.kb\",40576)\n", + "com_model = kbase_api.get_from_ws(\"CMM_iAH991V2_iML1515.kb\",40576)\n", + "models = [model1, model2]" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "e7196db1-2cfd-4ed9-9592-556fb57210eb", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\minimal_medium.py:112: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " medium = pd.Series()\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\minimal_medium.py:112: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " medium = pd.Series()\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial media defined with 24 exchanges\n", + "Syntrophic fluxes examined after 0.0 minutes\n", + "Syntrophic fluxes examined after -12.952864583333334 minutes\n", + "['CACHE_AUTO_ADJUST_THRESHOLD', '_DistanceMixin__calculate_item_deephash', '_DistanceMixin__get_item_rough_length', '__class__', '__class_getitem__', '__contains__', '__delattr__', '__delitem__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__getitem__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__ior__', '__iter__', '__le__', '__len__', '__lt__', '__module__', '__ne__', '__new__', '__or__', '__reduce__', '__reduce_ex__', '__repr__', '__reversed__', '__ror__', '__setattr__', '__setitem__', '__sizeof__', '__str__', '__subclasshook__', '__weakref__', '_add_hash', '_auto_off_cache', '_auto_tune_cache', '_compare_in_order', '_count_diff', '_create_hashtable', '_dict_from_slots', '_diff', '_diff_booleans', '_diff_datetimes', '_diff_dict', '_diff_iterable', '_diff_iterable_in_order', '_diff_iterable_with_deephash', '_diff_numbers', '_diff_numpy_array', '_diff_obj', '_diff_set', '_diff_str', '_diff_tuple', '_diff_types', '_diff_uuids', '_get_clean_to_keys_mapping', '_get_deephash_params', '_get_distance_cache_key', '_get_matching_pairs', '_get_most_in_common_pairs_in_iterables', '_get_rough_distance', '_get_rough_distance_of_hashed_objs', '_get_view_results', '_group_iterable_to_dict', '_iterables_subscriptable', '_numpy_paths', '_precalculate_distance_by_custom_compare_func', '_precalculate_numpy_arrays_distance', '_report_result', '_skip_this', '_stats', '_to_delta_dict', '_use_custom_operator', 'cache_size', 'cache_tuning_sample_size', 'clear', 'copy', 'custom_operators', 'custom_report_result', 'cutoff_distance_for_pairs', 'cutoff_intersection_for_pairs', 'deephash_parameters', 'encodings', 'exclude_obj_callback', 'exclude_paths', 'exclude_regex_paths', 'exclude_types', 'exclude_types_tuple', 'from_json_pickle', 'fromkeys', 'get', 'get_ignore_types_in_groups', 'get_significant_digits', 'get_stats', 'group_by', 'hasher', 'ignore_encoding_errors', 'ignore_nan_inequality', 'ignore_numeric_type_changes', 'ignore_order', 'ignore_order_func', 'ignore_private_variables', 'ignore_string_case', 'ignore_string_type_changes', 'ignore_type_in_groups', 'ignore_type_subclasses', 'is_root', 'items', 'iterable_compare_func', 'keys', 'math_epsilon', 'max_diffs', 'max_passes', 'number_format_notation', 'number_to_string', 'numbers', 'pop', 'popitem', 'pretty', 'progress_logger', 'remove_empty_keys', 'report_repetition', 'setdefault', 'significant_digits', 'strings', 't1', 't2', 'to_dict', 'to_json', 'to_json_pickle', 'tree', 'truncate_datetime', 'type_check_func', 'update', 'values', 'verbose_level', 'view']\n" + ] + } + ], + "source": [ + "from deepdiff import DeepDiff\n", + "unsynergized_media = MSCommunity.estimate_minimal_community_media(models, syntrophy=False)\n", + "diff = DeepDiff(unsynergized_media[\"community_media\"], media[\"community_media\"])\n", + "# refined_com_media = com_media.drop(com_media.loc[com_media.gt(0)])\n", + "# print(refined_com_media)\n", + "print(dir(diff))" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "d5d42f67-c160-4eb9-bcd3-2a55dde60ff2", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'models' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [1]\u001b[0m, in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mmodels\u001b[49m\n", + "\u001b[1;31mNameError\u001b[0m: name 'models' is not defined" + ] + } + ], + "source": [ + "models" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "6a43511f-f8ca-401a-80ea-95f98a195481", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "root['EX_cpd00009_e0'] {'new_value': 3.7260653229411527, 'old_value': 0.17640200000755446}\n", + "root['EX_cpd10515_e0'] {'new_value': 4.810363862531745, 'old_value': 0.0009336000000000001}\n", + "root['EX_cpd00971_e0'] {'new_value': 0.00046680000002653657, 'old_value': 0.0004668000000265238}\n" + ] + } + ], + "source": [ + "from pprint import pprint\n", + "# pprint(diff.to_dict().values())\n", + "for key, value in diff.items():\n", + " for met, change in value.items():\n", + " print(met, change)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "02535f39-2b8a-418f-ad06-e64f0010e65a", + "metadata": {}, + "outputs": [], + "source": [ + "from math import isclose\n", + "redundnant_cpds, partially_redundant = set(), set()\n", + "for cpd in media[\"community_media\"]:\n", + " new_media = media[\"community_media\"].copy()\n", + " new_media.pop(cpd)\n", + " community_model = com_model\n", + " community_model.medium = new_media\n", + " sol = community_model.optimize()\n", + " if isclose(sol.objective_value, original_obj_value, abs_tol=1e-7):\n", + " print(\"redundant cpd:\", cpd, \"objective value difference:\", sol.objective_value, original_obj_value)\n", + " redundnant_cpds.add(cpd)\n", + " elif sol.objective_value > original_obj_value:\n", + " print(\"restraining cpd:\", cpd, \"\\nobjective value:\", sol.objective_value)\n", + " elif not isclose(sol.objective_value, 0, abs_tol=1e-7):\n", + " partially_redundant.add(cpd)\n", + " print(\"partially redundant\", cpd, \"\\nobjective value:\", sol.objective_value)\n", + "if not redundnant_cpds:\n", + " print(\"The media is minimal.\")" + ] + }, + { + "cell_type": "markdown", + "id": "d837363d-aaaa-4bb1-ad4e-83b5d1180a97", + "metadata": {}, + "source": [ + "# Chris' original code" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "1cc6bd3e-67fc-4857-ada6-2e3e3945bd95", + "metadata": {}, + "outputs": [], + "source": [ + "from cobra import Model, Reaction, Metabolite\n", + "from modelseedpy import MSCommunity, MSModelUtil\n", + "import re\n", + "\n", + "def build_from_species_models(models, mdlid=None, name=None, names=[], abundances=None):\n", + " \"\"\"Merges the input list of single species metabolic models into a community metabolic model\n", + "\n", + " Parameters\n", + " ----------\n", + " models : list\n", + " List of models to be merged into a community model\n", + " mdlid : string\n", + " String specifying community model ID\n", + " name : string\n", + " String specifying community model name\n", + " names : list\n", + " List of human readable names for models being merged\n", + " abundances : dict\n", + " Hash of relative abundances for input models in community model\n", + "\n", + " Returns\n", + " -------\n", + " Cobra.Model\n", + " Community model object\n", + "\n", + " Raises\n", + " ------\n", + " \"\"\"\n", + " newmodel = Model(mdlid, name)\n", + " newutl = MSModelUtil(newmodel)\n", + " biomass_compounds = []\n", + " index = 1\n", + " biomass_index = 2\n", + " for model in models:\n", + " new_metabolites = []\n", + " new_reactions = []\n", + " # Rename metabolites\n", + " for met in model.metabolites:\n", + " # Renaming compartments\n", + " if re.search('[a-z+](\\d*)$', met.compartment):\n", + " m = re.search('([a-z]+)(\\d*)$', met.compartment)\n", + " if len(m[2]) == 0:\n", + " if m[1] == \"e\":\n", + " met.compartment += \"0\"\n", + " else:\n", + " met.compartment += str(index)\n", + " elif m[1] == \"e\":\n", + " met.compartment = m[1] + \"0\"\n", + " else:\n", + " met.compartment = m[1] + str(index)\n", + " # Processing metabolite ID\n", + " output = MSModelUtil.parse_id(met)\n", + " if output == None:\n", + " if met.compartment[0] != \"e\":\n", + " met.id += str(index)\n", + " elif output[1] != \"e\":\n", + " if output[2] == 0:\n", + " met.id = met.id + str(index)\n", + " else:\n", + " met.id = output[0] + \"_\" + output[1] + str(index)\n", + " if met.id not in newmodel.metabolites:\n", + " new_metabolites.append(met)\n", + " if met.id == \"cpd11416\":\n", + " biomass_compounds.append(met)\n", + " # Rename reactions\n", + " for rxn in model.reactions:\n", + " if rxn.id[0:3] != \"EX_\":\n", + " if re.search('^(bio)(\\d+)$', rxn.id) != None:\n", + " rxn.id = \"bio\" + str(biomass_index)\n", + " biomass_index += 1\n", + " else:\n", + " output = MSModelUtil.parse_id(rxn)\n", + " if output == None:\n", + " if rxn.compartment.id[0] != \"e\":\n", + " rxn.id += str(index)\n", + " elif output[1] != \"e\":\n", + " if output[2] == 0:\n", + " rxn.id = rxn.id + str(index)\n", + " else:\n", + " rxn.id = output[0] + \"_\" + output[1] + str(index)\n", + " if rxn.id not in newmodel.reactions:\n", + " new_reactions.append(rxn)\n", + " # Adding new reactions and compounds to base model\n", + " newmodel.add_reactions(new_reactions)\n", + " newmodel.add_metabolites(new_metabolites)\n", + " index += 1\n", + " # Create community biomass\n", + " comm_biomass = Metabolite(\"cpd11416_c0\", None, \"Community biomass\", 0, \"c0\")\n", + " metabolites = {comm_biomass: 1}\n", + " comm_biorxn = Reaction(id=\"bio1\", name=\"bio1\", lower_bound=0, upper_bound=100)\n", + " count = len(biomass_compounds)\n", + " for cpd in biomass_compounds:\n", + " metabolites[cpd] = -1 / count\n", + " comm_biorxn.add_metabolites(metabolites)\n", + " newmodel.add_reactions([comm_biorxn])\n", + " newutl.add_exchanges_for_metabolites([comm_biomass], 0, 100, 'SK_')\n", + " return newutl.model # MSCommunity(newmodel, None, names, abundances)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "573a0c06-ad49-46ad-9b25-4d8ecf1508d4", + "metadata": {}, + "outputs": [], + "source": [ + "old_model = build_from_species_models(models)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "f5a6fa04-d9fd-4646-8d10-bca719822178", + "metadata": {}, + "outputs": [], + "source": [ + "new_com_model = kbase.get_from_ws(\"93465/71/1\")" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "812208b4-e5fe-4560-836d-e8fee4920735", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4139 4144\n", + "7173\n", + "Counter({'_c1': 1345, '_c2': 1246, '_p1': 1022, '_e0': 513, '_s2': 4, '_f1': 1, '_n2': 1, '_l2': 1, '_m2': 1, '_c0': 1})\n", + "Counter({'_c2': 1833, '_c1': 1249, '_e0': 822, '_p2': 227, '_s2': 4, '_f1': 1, '_n2': 1, '_l2': 1, '_m2': 1, '_c0': 1})\n" + ] + } + ], + "source": [ + "from collections import Counter\n", + "import re\n", + "\n", + "# compare reactions\n", + "kbase_rxns = set([rxn.id for rxn in com_model.reactions])\n", + "ms_rxns = set([rxn.id for rxn in comm_model.reactions])\n", + "print(len(kbase_rxns), len(ms_rxns))\n", + "print(len(kbase_rxns.symmetric_difference(ms_rxns)))\n", + "kbase_rxns_comps = Counter([re.search(r\"(_[a-z][0-9])\", rxnID).group() for rxnID in kbase_rxns if re.search(r\"(_[a-z][0-9])\", rxnID)])\n", + "ms_rxns_comps = Counter([re.search(r\"(_[a-z][0-9])\", rxnID).group() for rxnID in ms_rxns if re.search(r\"(_[a-z][0-9])\", rxnID)])\n", + "print(kbase_rxns_comps)\n", + "print(ms_rxns_comps)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "b321e19b-076e-437c-8fb7-cc228ee4501d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Counter({'_c1': 1357, '_c2': 1246, '_p1': 1022, '_e0': 501, '_s2': 4, '_f1': 1, '_n2': 1, '_l2': 1, '_m2': 1, '_c0': 1})\n" + ] + } + ], + "source": [ + "new_com_model_rxns = set([rxn.id for rxn in new_com_model.reactions])\n", + "new_com_model_rxns_comps = Counter([re.search(r\"(_[a-z][0-9])\", rxnID).group() for rxnID in new_com_model_rxns if re.search(r\"(_[a-z][0-9])\", rxnID)])\n", + "print(new_com_model_rxns_comps)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "a41818e6-710c-4ca4-81dc-9a33bb50d6dc", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Counter({'_c0': 1249, '_e0': 273, '_s2': 4, '_f1': 1, '_n2': 1, '_l2': 1, '_m2': 1})\n", + "Counter({'_c0': 1833, '_e0': 664, '_p0': 227})\n" + ] + } + ], + "source": [ + "model1_rxns = set([rxn.id for rxn in model1.reactions])\n", + "model1_rxns_comps = Counter([re.search(r\"(_[a-z][0-9])\", rxnID).group() for rxnID in model1_rxns if re.search(r\"(_[a-z][0-9])\", rxnID)])\n", + "\n", + "model2_rxns = set([rxn.id for rxn in model2.reactions])\n", + "model2_rxns_comps = Counter([re.search(r\"(_[a-z][0-9])\", rxnID).group() for rxnID in model2_rxns if re.search(r\"(_[a-z][0-9])\", rxnID)])\n", + "\n", + "print(model1_rxns_comps)\n", + "print(model2_rxns_comps)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "fcf95b64-6666-4e4e-a4b0-923f31cf25c2", + "metadata": {}, + "outputs": [], + "source": [ + "Counter({'_c2': 1833, '_c1': 1249, '_e0': 823, '_p2': 227, '_s2': 4, '_l2': 1, '_c0': 1, '_m2': 1, '_f1': 1, '_n2': 1}) # chris'\n", + "Counter({'_c2': 1833, '_c1': 1249, '_e0': 822, '_p2': 227, '_s2': 4, '_f1': 1, '_m2': 1, '_n2': 1, '_c0': 1, '_l2': 1}) # Andrew's" + ] + }, + { + "cell_type": "markdown", + "id": "6f93aeec-c2d4-4853-99d5-d416b684926c", + "metadata": {}, + "source": [ + "# TODO - investigate the p1 => p2 discrepancy\n", + "# TODO - trace a few deviating reactions through the merging operations\n", + "# TODO - build a community from modelseed models\n", + "# TODO - a dictionary between the compartments and the corresponding organisms in a community should be provided to facilitate user intuition" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Community Modeling/MSSteadyCom/dFBA comparison.ipynb b/examples/Community Modeling/MSSteadyCom/dFBA comparison.ipynb new file mode 100644 index 00000000..00e8e1d7 --- /dev/null +++ b/examples/Community Modeling/MSSteadyCom/dFBA comparison.ipynb @@ -0,0 +1,65 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "74ce16bc-70f3-4331-ba9a-6a5441f513d9", + "metadata": {}, + "outputs": [], + "source": [ + "# define the environment path \n", + "import os\n", + "os.environ[\"HOME\"] = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", + "\n", + "# import the models\n", + "import cobrakbase\n", + "kbase_api = cobrakbase.KBaseAPI()\n", + "model1 = kbase_api.get_from_ws(\"iML1515\",76994)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3df30f46-e300-4a41-8636-db5cbab3ab65", + "metadata": {}, + "outputs": [], + "source": [ + "%run ../../../modelseedpy/fbapkg/dfbapkg.py\n", + "\n", + "# define in the initial conditions\n", + "modelseed_db_path = os.path.join('..', '..', '..', 'ModelSEEDDatabase')\n", + "initial_concentrations_M = {\n", + " \"cpd00002\":200, \n", + " \"cpd00008\":100\n", + "}\n", + "total_time = 5\n", + "timestep = 1\n", + "\n", + "# execute the package\n", + "dfba = dFBAPkg(model1, modelseed_db_path, verbose = False)\n", + "conc, fluxes = dfba.simulate('model_kinetics.json', initial_concentrations_M, total_time, timestep, labeled_plots = False, export = False)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Community Modeling/MSSteadyCom/network_diagram.ipynb b/examples/Community Modeling/MSSteadyCom/network_diagram.ipynb new file mode 100644 index 00000000..6c21877b --- /dev/null +++ b/examples/Community Modeling/MSSteadyCom/network_diagram.ipynb @@ -0,0 +1,1225 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 61, + "id": "edca5f29-c01f-4a23-a06b-5e5cfcff06b1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[]\n", + "digraph \"Test network\" {\n", + "\tnode [color=lightblue2 shape=rectangle style=filled]\n", + "\tS1 [label=Species1]\n", + "\tsubgraph mets {\n", + "\t\trank=same\n", + "\t\tnode [color=green shape=circle style=filled]\n", + "\t\tA\n", + "\t\tB\n", + "\t\tC\n", + "\t\tD\n", + "\t}\n", + "\tsubgraph members {\n", + "\t\trank=same\n", + "\t\tnode [color=lightblue2 shape=rectangle style=filled]\n", + "\t\tS2 [label=Species2]\n", + "\t}\n", + "\tS1 -> A [arrowsize=0.24125230202578268]\n", + "\tA -> S2 [arrowsize=0.2430939226519337]\n", + "\tS2 -> B [arrowsize=0.26151012891344383]\n", + "\tB -> S1 [arrowsize=0.22283609576427257]\n", + "\tS1 -> C [arrowsize=0.09944751381215469]\n", + "\tC -> S2 [arrowsize=0.6316758747697975]\n", + "\tS2 -> D [arrowsize=1]\n", + "\tD -> S1 [arrowsize=0.5911602209944752]\n", + "\toverlap=false\n", + "}\n", + "\n" + ] + }, + { + "data": { + "text/plain": [ + "'test_network.gv.pdf'" + ] + }, + "execution_count": 61, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import graphviz\n", + "\n", + "dot = graphviz.Digraph('Test network') # directed graph\n", + "print(dot.body)\n", + "\n", + "# define nodes\n", + "dot.attr('node', shape='rectangle', color=\"lightblue2\", style=\"filled\")\n", + "dot.node(\"S1\", \"Species1\")\n", + "\n", + "with dot.subgraph(name=\"mets\") as mets_subgraph:\n", + " mets_subgraph.attr(rank=\"same\")\n", + " mets_subgraph.attr('node', shape='circle', color=\"green\", style=\"filled\")\n", + " mets_subgraph.node(\"A\")\n", + " mets_subgraph.node(\"B\")\n", + " mets_subgraph.node(\"C\")\n", + " mets_subgraph.node(\"D\")\n", + " # mets_subgraph.node(\"A\", label=\"\", xlabel=\"met1\")\n", + " # mets_subgraph.node(\"B\", label=\"\",xlabel=\"met2\")\n", + " # mets_subgraph.node(\"C\", label=\"\",xlabel=\"met3\")\n", + " # mets_subgraph.node(\"D\", label=\"\",xlabel=\"met4\")\n", + " \n", + "with dot.subgraph(name=\"members\") as members_subgraph:\n", + " members_subgraph.attr(rank=\"same\")\n", + " members_subgraph.attr('node', shape='rectangle', color=\"lightblue2\", style=\"filled\")\n", + " members_subgraph.node(\"S2\", \"Species2\")\n", + "\n", + "# # define nodes\n", + "# dot.attr('node', shape='rectangle', color=\"green\", style=\"filled\")\n", + "# dot.node(\"A\", \"met1\")\n", + "# dot.node(\"B\", \"met2\")\n", + "# dot.node(\"C\", \"met3\")\n", + "# dot.node(\"D\", \"met4\")\n", + "\n", + "# dot.attr('node', shape='circle', color=\"lightblue2\", style=\"filled\")\n", + "# dot.node(\"S1\", \"Species1\")\n", + "# dot.node(\"S2\", \"Species2\")\n", + "\n", + "# define edges\n", + "# dot.edges(['S1A', 'AS2', \"S2B\", \"BS1\"])\n", + "# dot.subgraph(body=[\"\"\"\n", + "# S1 -> A [arrowsize=13/543]\n", + "# A -> S2 [arrowsize=132/543]\n", + "# S2 -> B [arrowsize=14/543]\n", + "# B -> S1 [arrowsize=1/543]\n", + "# S1 -> C [arrowsize=54/543]\n", + "# C -> S2 [arrowsize=343/543]\n", + "# S2 -> D [arrowsize=543/543]\n", + "# D -> S1 [arrowsize=321/543]\n", + "# \"\"\"])\n", + "# print(dot.body)\n", + "# dot.body.extend([f\"\\tS1 -> A [arrowsize={131/543}]\\n\", f\"\\tA -> S2 [arrowsize={132/543}]\\n\", f\"\\tS2 -> B [arrowsize={141/543}]\\n\", f\"\\tB -> S1 [arrowsize={121/543}]\\n\",\n", + "# f\"\\tS1 -> C [arrowsize={54/543}]\\n\", f\"\\tC -> S2 [arrowsize={343/543}]\\n\", f\"\\tS2 -> D [arrowsize={543/543}]\\n\", f\"\\tD -> S1 [arrowsize={321/543}]\\n\"])\n", + "dot.edge('S1', 'A', arrowsize=f\"{131/543}\")\n", + "dot.edge('A', 'S2', arrowsize=f\"{132/543}\")\n", + "dot.edge('S2', 'B', arrowsize=f\"{142/543}\")\n", + "dot.edge('B', 'S1', arrowsize=f\"{121/543}\")\n", + "dot.edge('S1', 'C', arrowsize=f\"{54/543}\")\n", + "dot.edge('C', 'S2', arrowsize=f\"{343/543}\")\n", + "dot.edge('S2', 'D', arrowsize=\"1\")\n", + "dot.edge('D', 'S1', arrowsize=f\"{321/543}\")\n", + "\n", + "# final stylistic adjustments\n", + "dot.attr(overlap='false')\n", + "\n", + "# view the diagram source\n", + "print(dot.source)\n", + "\n", + "# render and export the source\n", + "dot.render('test_network.gv', view=True) # doctest: +SKIP\n", + "# dot.view()" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "38c22df5-aace-411f-8c13-e462f193d588", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true, + "source_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "digraph \"Test network\" {\n", + "\tnode [color=lightblue2 shape=circle style=filled]\n", + "\tS1 [label=Species1]\n", + "\tsubgraph mets {\n", + "\t\trank=same\n", + "\t\tnode [color=green shape=rectangle style=filled]\n", + "\t\tA [label=met1]\n", + "\t\tB [label=met2]\n", + "\t\tC [label=met3]\n", + "\t\tD [label=met4]\n", + "\t}\n", + "\tsubgraph members {\n", + "\t\trank=same\n", + "\t\tnode [color=lightblue2 shape=circle style=filled]\n", + "\t\tS2 [label=Species2]\n", + "\t}\n", + "\toverlap=false\n", + "}\n" + ] + } + ], + "source": [ + "print(\"\"\"digraph \"Test network\" {\n", + "\tnode [color=lightblue2 shape=circle style=filled]\n", + "\tS1 [label=Species1]\n", + "\tsubgraph mets {\n", + "\t\trank=same\n", + "\t\tnode [color=green shape=rectangle style=filled]\n", + "\t\tA [label=met1]\n", + "\t\tB [label=met2]\n", + "\t\tC [label=met3]\n", + "\t\tD [label=met4]\n", + "\t}\n", + "\tsubgraph members {\n", + "\t\trank=same\n", + "\t\tnode [color=lightblue2 shape=circle style=filled]\n", + "\t\tS2 [label=Species2]\n", + "\t}\n", + "\toverlap=false\n", + "}\"\"\")\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0884464a-dd21-44fe-ad1f-094471d9656a", + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [] + }, + "outputs": [], + "source": [ + "digraph \"Test network\" {\n", + "\tnode [color=lightblue2 shape=circle style=filled]\n", + "\tS1 [label=Species1]\n", + "\tsubgraph mets {\n", + "\t\trank=same\n", + "\t\tnode [color=green shape=rectangle style=filled]\n", + "\t\tA [label=met1]\n", + "\t\tB [label=met2]\n", + "\t\tC [label=met3]\n", + "\t\tD [label=met4]\n", + "\t}\n", + "\tsubgraph members {\n", + "\t\trank=same\n", + "\t\tnode [color=lightblue2 shape=circle style=filled]\n", + "\t\tS2 [label=Species2]\n", + "\t}\n", + "\n", + " S1 -> A [arrowsize=13/543]\n", + " A -> S2 [arrowsize=132/543]\n", + " S2 -> B [arrowsize=14/543]\n", + " B -> S1 [arrowsize=1/543]\n", + " S1 -> C [arrowsize=54/543]\n", + " C -> S2 [arrowsize=343/543]\n", + " S2 -> D [arrowsize=543/543]\n", + " D -> S1 [arrowsize=321/543]\n", + "\n", + "\toverlap=false\n", + "}\n" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "id": "0c89d5d8-e5f3-405d-ae82-bf178723c9f1", + "metadata": {}, + "outputs": [], + "source": [ + "from pandas import read_csv, concat, merge\n", + "\n", + "cross_feeding_df = read_csv(\"cross_feeding.csv\")" + ] + }, + { + "cell_type": "code", + "execution_count": 79, + "id": "7d0f6105-bfe2-4ed1-a4cb-c65ab05b6a07", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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EnvironmentSpecies1Species2
Metabolite/Donor ID
cpd00001_e00.0623.766026-422.643669
cpd00009_e0-855.4017161000.0-144.598284
cpd00020_e00.01000.0-1000.0
cpd00039_e02.02059726.970192-28.990789
cpd00054_e00.0-121.452199121.452199
cpd00065_e0-993.788937998.582955-4.794019
cpd00107_e00.0-11.2313311.23133
cpd00119_e0148.36177211.981715-160.343487
cpd00132_e00.020.397417-20.397417
cpd00221_e0-438.4499041000.0-561.550096
\n", + "
" + ], + "text/plain": [ + " Environment Species1 Species2\n", + "Metabolite/Donor ID \n", + "cpd00001_e0 0.0 623.766026 -422.643669\n", + "cpd00009_e0 -855.401716 1000.0 -144.598284\n", + "cpd00020_e0 0.0 1000.0 -1000.0\n", + "cpd00039_e0 2.020597 26.970192 -28.990789\n", + "cpd00054_e0 0.0 -121.452199 121.452199\n", + "cpd00065_e0 -993.788937 998.582955 -4.794019\n", + "cpd00107_e0 0.0 -11.23133 11.23133\n", + "cpd00119_e0 148.361772 11.981715 -160.343487\n", + "cpd00132_e0 0.0 20.397417 -20.397417\n", + "cpd00221_e0 -438.449904 1000.0 -561.550096" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['cpd00001_e0', 'cpd00009_e0', 'cpd00020_e0', 'cpd00039_e0', 'cpd00054_e0', 'cpd00065_e0', 'cpd00107_e0', 'cpd00119_e0', 'cpd00132_e0', 'cpd00221_e0']\n", + "['Environment', 'Species1', 'Species2']\n" + ] + } + ], + "source": [ + "cross_feeding_rows = []\n", + "for index, row in cross_feeding_df.iterrows():\n", + " positive = negative = False\n", + " for col, val in row.items():\n", + " if \"Species\" in col:\n", + " if val > 1e-4: positive = True\n", + " elif val < -1e-4: negative = True\n", + " if negative and positive: cross_feeding_rows.append(row) ; break\n", + "metabolites_df = concat(cross_feeding_rows, axis=1).T\n", + "metabolites_df.index = metabolites_df[\"Metabolite/Donor ID\"]\n", + "metabolites_df = metabolites_df.drop([\"Metabolite/Donor ID\"], axis=1)\n", + "display(metabolites_df)\n", + "metabolites = metabolites_df.index.tolist()\n", + "print(metabolites)\n", + "# define the community members that participate in cross-feeding\n", + "members = metabolites_df.loc[:, (metabolites_df != 0).any(axis=0)].columns.tolist()\n", + "members.remove(\"Environment\")\n", + "print(members)" + ] + }, + { + "cell_type": "code", + "execution_count": 123, + "id": "8a90f23f-5224-408d-8d69-2e0045d57e67", + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy.biochem import from_local\n", + "\n", + "msdb = from_local(\"../../../../ModelSEEDDatabase\")" + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "id": "f664c6e2-3b13-433c-9753-77f47d4747af", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "digraph \"Test network\" {\n", + "\tnode [color=lightblue2 shape=rectangle style=filled]\n", + "\tS0 [label=Species1]\n", + "\tsubgraph mets {\n", + "\t\trank=same\n", + "\t\tnode [color=green shape=circle style=filled]\n", + "\t\t1 [URL=\"https://modelseed.org/biochem/compounds/cpd00001\" fixedsize=true height=0.5 tooltip=H2O]\n", + "\t\t9 [URL=\"https://modelseed.org/biochem/compounds/cpd00009\" fixedsize=true height=0.5 tooltip=Phosphate]\n", + "\t\t20 [URL=\"https://modelseed.org/biochem/compounds/cpd00020\" fixedsize=true height=0.5 tooltip=Pyruvate]\n", + "\t\t39 [URL=\"https://modelseed.org/biochem/compounds/cpd00039\" fixedsize=true height=0.5 tooltip=\"L-Lysine\"]\n", + "\t\t54 [URL=\"https://modelseed.org/biochem/compounds/cpd00054\" fixedsize=true height=0.5 tooltip=\"L-Serine\"]\n", + "\t\t65 [URL=\"https://modelseed.org/biochem/compounds/cpd00065\" fixedsize=true height=0.5 tooltip=\"L-Tryptophan\"]\n", + "\t\t107 [URL=\"https://modelseed.org/biochem/compounds/cpd00107\" fixedsize=true height=0.5 tooltip=\"L-Leucine\"]\n", + "\t\t119 [URL=\"https://modelseed.org/biochem/compounds/cpd00119\" fixedsize=true height=0.5 tooltip=\"L-Histidine\"]\n", + "\t\t132 [URL=\"https://modelseed.org/biochem/compounds/cpd00132\" fixedsize=true height=0.5 tooltip=\"L-Asparagine\"]\n", + "\t\t221 [URL=\"https://modelseed.org/biochem/compounds/cpd00221\" fixedsize=true height=0.5 tooltip=\"D-Lactate\"]\n", + "\t}\n", + "\tS1 [label=Species2]\n", + "\tsubgraph members {\n", + "\t\trank=same\n", + "\t}\n", + "\tS0 -> 1 [arrowsize=1.2475320528119804 edgetooltip=623.7660264059903]\n", + "\t1 -> S1 [arrowsize=0.8452873370022036 edgetooltip=-422.6436685011018]\n", + "\tS0 -> 9 [arrowsize=2.0 edgetooltip=1000.0]\n", + "\t9 -> S1 [arrowsize=0.28919656831303864 edgetooltip=-144.59828415651933]\n", + "\tS0 -> 20 [arrowsize=2.0 edgetooltip=1000.0]\n", + "\t20 -> S1 [arrowsize=2.0 edgetooltip=-1000.0]\n", + "\tS0 -> 39 [arrowsize=0.05394038391384196 edgetooltip=26.97019195692098]\n", + "\t39 -> S1 [arrowsize=0.057981577560309125 edgetooltip=-28.990788780154563]\n", + "\t54 -> S0 [arrowsize=0.24290439730154842 edgetooltip=-121.4521986507742]\n", + "\tS1 -> 54 [arrowsize=0.24290439730154842 edgetooltip=121.4521986507742]\n", + "\tS0 -> 65 [arrowsize=1.9971659108407 edgetooltip=998.58295542035]\n", + "\t65 -> S1 [arrowsize=0.009588037396174398 edgetooltip=-4.794018698087199]\n", + "\t107 -> S0 [arrowsize=0.022462660715103618 edgetooltip=-11.231330357551808]\n", + "\tS1 -> 107 [arrowsize=0.022462660715103618 edgetooltip=11.231330357551808]\n", + "\tS0 -> 119 [arrowsize=0.02396343008095058 edgetooltip=11.98171504047529]\n", + "\t119 -> S1 [arrowsize=0.3206869747668711 edgetooltip=-160.34348738343553]\n", + "\tS0 -> 132 [arrowsize=0.04079483322396353 edgetooltip=20.397416611981765]\n", + "\t132 -> S1 [arrowsize=0.040794833223964475 edgetooltip=-20.397416611982237]\n", + "\tS0 -> 221 [arrowsize=2.0 edgetooltip=1000.0]\n", + "\t221 -> S1 [arrowsize=1.1231001915536316 edgetooltip=-561.5500957768159]\n", + "\toverlap=false\n", + "}\n", + "\n" + ] + }, + { + "data": { + "text/plain": [ + "'test_network.svg'" + ] + }, + "execution_count": 125, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# TODO define a third tier of just the environment as a rectangle that spans the width of the members\n", + "members_cluster1, members_cluster2 = members[:int(len(members)/2)], members[int(len(members)/2):]\n", + "\n", + "import graphviz\n", + "import re\n", + "\n", + "dot = graphviz.Digraph('Test network', format=\"svg\") # directed graph\n", + "\n", + "# define nodes\n", + "dot.attr('node', shape='rectangle', color=\"lightblue2\", style=\"filled\")\n", + "for mem in members_cluster1:\n", + " index = members.index(mem)\n", + " dot.node(f\"S{index}\", mem)\n", + "\n", + "mets_dict = {}\n", + "with dot.subgraph(name=\"mets\") as mets_subgraph:\n", + " mets_subgraph.attr(rank=\"same\")\n", + " mets_subgraph.attr('node', shape='circle', color=\"green\", style=\"filled\")\n", + " metNum = ord(\"A\")\n", + " for metIndex, metID in enumerate(metabolites):\n", + " # letter = chr(metNum+metIndex)\n", + " metID = metID.replace('_e0', '')\n", + " met = msdb.compounds.get_by_id(metID)\n", + " cpdNum = str(int(metID.replace(\"cpd\", \"\")))\n", + " mets_subgraph.node(cpdNum, fixedsize=\"true\", height=\"0.5\", URL=f\"https://modelseed.org/biochem/compounds/{metID}\", tooltip=met.name)\n", + " # mets_dict[metID] = letter\n", + " # for metID in metabolites:\n", + " # mets_subgraph.node(metID)\n", + " \n", + "with dot.subgraph(name=\"members\") as members_subgraph:\n", + " members_subgraph.attr(rank=\"same\")\n", + " for mem in members_cluster2:\n", + " index = members.index(mem)\n", + " dot.node(f\"S{index}\", mem)\n", + "\n", + "# define the edges by parsing the interaction DataFrame\n", + "for metID, row in metabolites_df.iterrows():\n", + " cpdNum = str(int(metID.replace(\"cpd\", \"\").replace(\"_e0\", \"\")))\n", + " for col, val in row.items():\n", + " if col == \"Environment\": continue\n", + " index = members.index(col)\n", + " if val > 0: dot.edge(f\"S{index}\", cpdNum, arrowsize=f\"{val/500}\", edgetooltip=str(val)) # creates a range of arrowhead sizes 0 < size <= 2\n", + " if val < 0: dot.edge(cpdNum, f\"S{index}\", arrowsize=f\"{abs(val/500)}\", edgetooltip=str(val)) # creates a range of arrowhead sizes 0 < size <= 2\n", + "\n", + "# final stylistic adjustments\n", + "dot.attr(overlap='false')\n", + "\n", + "# view the diagram source\n", + "print(dot.source)\n", + "\n", + "# render and export the source\n", + "dot.render('test_network', view=True) # doctest: +SKIP\n", + "# dot.view()" + ] + }, + { + "cell_type": "code", + "execution_count": 115, + "id": "6129a761-12ef-48e9-a75e-22627d980eb7", + "metadata": {}, + "outputs": [ + { + "data": { + "image/svg+xml": [ + "\n", + "\n", + "Test network\n", + "\n", + "\n", + "\n", + "S0\n", + "\n", + "Species1\n", + "\n", + "\n", + "\n", + "1\n", + "\n", + "\n", + "1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "S0->1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "9\n", + "\n", + "\n", + "9\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "S0->9\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "20\n", + "\n", + "\n", + "20\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "S0->20\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "39\n", + "\n", + "\n", + "39\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "S0->39\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "65\n", + "\n", + "\n", + "65\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "S0->65\n", + "\n", + "\n", 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+ "\n", + "\n", + "\n", + "\n", + "\n", + "65->S1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "107\n", + "\n", + "\n", + "107\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "107->S0\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "119->S1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "132->S1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "221->S1\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "S1->54\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "S1->107\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython.display import SVG, display\n", + "display(SVG(\"test_network.svg\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 113, + "id": "d5b2d47c-2205-44bd-bdc1-4732e3a2f8da", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%%HTML\n", + "\n", + "" + ] + }, + { + "cell_type": "code", + "execution_count": 91, + "id": "2d9ccd62-c104-4c99-955c-f9f2e36f1edc", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'cpd00001_e0': 'A',\n", + " 'cpd00009_e0': 'B',\n", + " 'cpd00020_e0': 'C',\n", + " 'cpd00039_e0': 'D',\n", + " 'cpd00054_e0': 'E',\n", + " 'cpd00065_e0': 'F',\n", + " 'cpd00107_e0': 'G',\n", + " 'cpd00119_e0': 'H',\n", + " 'cpd00132_e0': 'I',\n", + " 'cpd00221_e0': 'J'}" + ] + }, + "execution_count": 91, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "mets_dict" + ] + }, + { + "cell_type": "code", + "execution_count": 135, + "id": "7dcaee99-ef02-4da2-aa0f-4995b892a222", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__getstate__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', '__weakref__', '_annotation', '_bound', '_id', '_model', '_reaction', '_repr_html_', '_set_id_with_model', 'abbr', 'annotation', 'charge', 'compartment', 'constraint', 'copy', 'delta_g', 'delta_g_error', 'elements', 'flags', 'formula', 'formula_weight', 'id', 'inchi', 'inchi_key', 'is_abstract', 'is_cofactor', 'is_core', 'is_obsolete', 'linked_compound', 'mass', 'model', 'name', 'names', 'notes', 'pka', 'pkb', 'reactions', 'remove_from_model', 'seed_id', 'shadow_price', 'smiles', 'source', 'summary', 'to_template_compartment_compound', 'y']\n", + "his-L\n", + "{'his__L'}\n" + ] + } + ], + "source": [ + "met = msdb.compounds.get_by_id(\"cpd00119\")\n", + "print(dir(met))\n", + "print(met.abbr)\n", + "print(met.annotation[\"BiGG\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 159, + "id": "ce7ecfaa-9575-416b-b5d6-7ab4304778b8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Metabolite/Donor ID\n", + "4abzglu-e_e0 0.016678\n", + "alaasp_e0 60.853475\n", + "alathr_e0 202.935875\n", + "argarg_e0 -487.471946\n", + "cpd00001_e0 0.000000\n", + " ... \n", + "sphmyln_bt_e0 0.405723\n", + "tartr-D-e_e0 665.960738\n", + "zz_Environment 0.000000\n", + "zz_Species1 10167.380587\n", + "zz_Species2 10879.346491\n", + "Name: Environment, Length: 126, dtype: float64\n" + ] + }, + { + "data": { + "text/html": [ + "
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EnvironmentSpecies1Species2
4abzglu-e0.016678-0.0166780.000000
alaasp60.8534750.000000-60.853475
alathr202.9358750.000000-202.935875
argarg-487.4719460.000000487.471946
cpd000010.000000623.766026-422.643669
............
sphmyln_bt0.4057230.000000-0.405723
tartr-D-e665.960738-665.9607380.000000
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EnvironmentSpecies1Species2
Metabolite ID
cpd000010.000000623.766026-422.643669
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cpd00119148.36177211.981715-160.343487
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cpd00221-438.4499041000.000000-561.550096
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" + ], + "text/plain": [ + " Environment Species1 Species2\n", + "Metabolite ID \n", + "cpd00001 0.000000 623.766026 -422.643669\n", + "cpd00009 -855.401716 1000.000000 -144.598284\n", + "cpd00020 0.000000 1000.000000 -1000.000000\n", + "cpd00039 2.020597 26.970192 -28.990789\n", + "cpd00054 0.000000 -121.452199 121.452199\n", + "cpd00065 -993.788937 998.582955 -4.794019\n", + "cpd00107 0.000000 -11.231330 11.231330\n", + "cpd00119 148.361772 11.981715 -160.343487\n", + "cpd00132 0.000000 20.397417 -20.397417\n", + "cpd00221 -438.449904 1000.000000 -561.550096" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%run ../../../modelseedpy/community/mssteadycom.py\n", + "\n", + "\n", + "dot_code = MSSteadyCom.visual_interactions(cross_feeding_df, msdb=msdb)" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "id": "700932ef-38e4-4109-802e-790ec170fa94", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'digraph \"Test network\" {\\n\\tnode [color=lightblue2 shape=rectangle style=filled]\\n\\tS0 [label=Species1]\\n\\tsubgraph mets {\\n\\t\\trank=same\\n\\t\\tnode [color=green shape=circle style=filled]\\n\\t\\t1 [URL=\"https://modelseed.org/biochem/compounds/cpd00001\" fixedsize=true height=0.5 tooltip=cpd00001]\\n\\t\\t9 [URL=\"https://modelseed.org/biochem/compounds/cpd00009\" fixedsize=true height=0.5 tooltip=cpd00009]\\n\\t\\t20 [URL=\"https://modelseed.org/biochem/compounds/cpd00020\" fixedsize=true height=0.5 tooltip=cpd00020]\\n\\t\\t39 [URL=\"https://modelseed.org/biochem/compounds/cpd00039\" fixedsize=true height=0.5 tooltip=cpd00039]\\n\\t\\t54 [URL=\"https://modelseed.org/biochem/compounds/cpd00054\" fixedsize=true height=0.5 tooltip=cpd00054]\\n\\t\\t65 [URL=\"https://modelseed.org/biochem/compounds/cpd00065\" fixedsize=true height=0.5 tooltip=cpd00065]\\n\\t\\t107 [URL=\"https://modelseed.org/biochem/compounds/cpd00107\" fixedsize=true height=0.5 tooltip=cpd00107]\\n\\t\\t119 [URL=\"https://modelseed.org/biochem/compounds/cpd00119\" fixedsize=true height=0.5 tooltip=cpd00119]\\n\\t\\t132 [URL=\"https://modelseed.org/biochem/compounds/cpd00132\" fixedsize=true height=0.5 tooltip=cpd00132]\\n\\t\\t221 [URL=\"https://modelseed.org/biochem/compounds/cpd00221\" fixedsize=true height=0.5 tooltip=cpd00221]\\n\\t}\\n\\tS1 [label=Species2]\\n\\tsubgraph members {\\n\\t\\trank=same\\n\\t}\\n\\tS0 -> 1 [arrowsize=1.2475320528119804]\\n\\t1 -> S1 [arrowsize=0.8452873370022036]\\n\\tS0 -> 9 [arrowsize=2.0]\\n\\t9 -> S1 [arrowsize=0.28919656831303864]\\n\\tS0 -> 20 [arrowsize=2.0]\\n\\t20 -> S1 [arrowsize=2.0]\\n\\tS0 -> 39 [arrowsize=0.05394038391384196]\\n\\t39 -> S1 [arrowsize=0.057981577560309125]\\n\\t54 -> S0 [arrowsize=0.24290439730154842]\\n\\tS1 -> 54 [arrowsize=0.24290439730154842]\\n\\tS0 -> 65 [arrowsize=1.9971659108407]\\n\\t65 -> S1 [arrowsize=0.009588037396174398]\\n\\t107 -> S0 [arrowsize=0.022462660715103618]\\n\\tS1 -> 107 [arrowsize=0.022462660715103618]\\n\\tS0 -> 119 [arrowsize=0.02396343008095058]\\n\\t119 -> S1 [arrowsize=0.3206869747668711]\\n\\tS0 -> 132 [arrowsize=0.04079483322396353]\\n\\t132 -> S1 [arrowsize=0.040794833223964475]\\n\\tS0 -> 221 [arrowsize=2.0]\\n\\t221 -> S1 [arrowsize=1.1231001915536316]\\n}\\n'" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "(dot_code)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Community Modeling/AimeeCommunityFBA.ipynb b/examples/Community Modeling/Thermo/AimeeCommunityFBA.ipynb similarity index 96% rename from examples/Community Modeling/AimeeCommunityFBA.ipynb rename to examples/Community Modeling/Thermo/AimeeCommunityFBA.ipynb index 72476a9c..ced708d3 100644 --- a/examples/Community Modeling/AimeeCommunityFBA.ipynb +++ b/examples/Community Modeling/Thermo/AimeeCommunityFBA.ipynb @@ -1,294 +1,294 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.7\n" - ] - } - ], - "source": [ - "import cobra\n", - "import cplex\n", - "import optlang\n", - "import sys\n", - "import cobrakbase\n", - "sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", - "#import modelseedpy.fbapkg\n", - "from modelseedpy import MSPackageManager, FBAHelper, MSBuilder" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "kbase_api = cobrakbase.KBaseAPI()\n", - "model = kbase_api.get_from_ws(\"Cjaponicus_Ecoli_Community\",92637)\n", - "model.solver = 'optlang-cplex'\n", - "#Applying constraints based on KBase media\n", - "media = kbase_api.get_from_ws(\"ChitinM9Media\",91858)\n", - "template = kbase_api.get_from_ws(\"GramNegModelTemplateV3\",\"NewKBaseModelTemplates\")\n", - "model = MSBuilder.gapfill_model(model,\"bio1\",template,media)" - 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IN_FLUXESOUT_FLUXESOBJECTIVES
IDFLUXIDFLUXIDFLUX
0cpd00013_e0100.000000cpd00001_e0100.000000bio14.985081
1cpd00067_e0100.000000cpd00075_e064.779031NaNNaN
2cpd00007_e053.975693cpd00009_e064.032301NaNNaN
3cpd11683_e07.500000cpd11416_c04.985081NaNNaN
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" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "#Applying community model kinetic constraints\n", - "pkgmgr.getpkg(\"CommKineticPkg\").build_package(2100,{\"1\":0.5,\"2\":0.5})\n", - "\n", - "with open('/Users/chenry/Dropbox/workspace/PNNLSFA/CommunityFBA/CommunityFBA.lp', 'w') as out:\n", - " out.write(str(model.solver))\n", - "\n", - "sol=model.optimize()\n", - "model.summary()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.6" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.7\n" + ] + } + ], + "source": [ + "import cobra\n", + "import cplex\n", + "import optlang\n", + "import sys\n", + "import cobrakbase\n", + "sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", + "#import modelseedpy.fbapkg\n", + "from modelseedpy import MSPackageManager, FBAHelper, MSBuilder" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "kbase_api = cobrakbase.KBaseAPI()\n", + "model = kbase_api.get_from_ws(\"Cjaponicus_Ecoli_Community\",92637)\n", + "model.solver = 'optlang-cplex'\n", + "#Applying constraints based on KBase media\n", + "media = kbase_api.get_from_ws(\"ChitinM9Media\",91858)\n", + "template = kbase_api.get_from_ws(\"GramNegModelTemplateV3\",\"NewKBaseModelTemplates\")\n", + "model = MSBuilder.gapfill_model(model,\"bio1\",template,media)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pkgmgr = MSPackageManager.get_pkg_mgr(model)\n", + "pkgmgr.getpkg(\"ElementUptakePkg\").build_package({\"C\":60})\n", + "pkgmgr.getpkg(\"KBaseMediaPkg\").build_package(media)\n", + "\n", + "biomass_objective = model.problem.Objective(\n", + " 1 * model.reactions.bio1.flux_expression,\n", + " direction='max')\n", + "model.objective = biomass_objective\n", + " \n", + "sol=model.optimize()\n", + "model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n" + ] + }, + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Applying community model kinetic constraints\n", + "pkgmgr.getpkg(\"CommKineticPkg\").build_package(2100,{\"1\":0.5,\"2\":0.5})\n", + "\n", + "with open('/Users/chenry/Dropbox/workspace/PNNLSFA/CommunityFBA/CommunityFBA.lp', 'w') as out:\n", + " out.write(str(model.solver))\n", + "\n", + "sol=model.optimize()\n", + "model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Community Modeling/AimeeCommunityFBA2.ipynb b/examples/Community Modeling/Thermo/AimeeCommunityFBA2.ipynb similarity index 96% rename from examples/Community Modeling/AimeeCommunityFBA2.ipynb rename to examples/Community Modeling/Thermo/AimeeCommunityFBA2.ipynb index 72476a9c..ced708d3 100644 --- a/examples/Community Modeling/AimeeCommunityFBA2.ipynb +++ b/examples/Community Modeling/Thermo/AimeeCommunityFBA2.ipynb @@ -1,294 +1,294 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.7\n" - ] - } - ], - "source": [ - "import cobra\n", - "import cplex\n", - "import optlang\n", - "import sys\n", - "import cobrakbase\n", - "sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", - "#import modelseedpy.fbapkg\n", - "from modelseedpy import MSPackageManager, FBAHelper, MSBuilder" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "kbase_api = cobrakbase.KBaseAPI()\n", - "model = kbase_api.get_from_ws(\"Cjaponicus_Ecoli_Community\",92637)\n", - "model.solver = 'optlang-cplex'\n", - "#Applying constraints based on KBase media\n", - "media = kbase_api.get_from_ws(\"ChitinM9Media\",91858)\n", - "template = kbase_api.get_from_ws(\"GramNegModelTemplateV3\",\"NewKBaseModelTemplates\")\n", - "model = MSBuilder.gapfill_model(model,\"bio1\",template,media)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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IN_FLUXESOUT_FLUXESOBJECTIVES
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" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "pkgmgr = MSPackageManager.get_pkg_mgr(model)\n", - "pkgmgr.getpkg(\"ElementUptakePkg\").build_package({\"C\":60})\n", - "pkgmgr.getpkg(\"KBaseMediaPkg\").build_package(media)\n", - "\n", - "biomass_objective = model.problem.Objective(\n", - " 1 * model.reactions.bio1.flux_expression,\n", - " direction='max')\n", - "model.objective = biomass_objective\n", - " \n", - "sol=model.optimize()\n", - "model.summary()" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Warning:Community biomass reaction is being altered with input abundances\n", - "1:bio2\n", - "2:bio3\n" - ] - }, - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "#Applying community model kinetic constraints\n", - "pkgmgr.getpkg(\"CommKineticPkg\").build_package(2100,{\"1\":0.5,\"2\":0.5})\n", - "\n", - "with open('/Users/chenry/Dropbox/workspace/PNNLSFA/CommunityFBA/CommunityFBA.lp', 'w') as out:\n", - " out.write(str(model.solver))\n", - "\n", - "sol=model.optimize()\n", - "model.summary()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.6" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.7\n" + ] + } + ], + "source": [ + "import cobra\n", + "import cplex\n", + "import optlang\n", + "import sys\n", + "import cobrakbase\n", + "sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", + "#import modelseedpy.fbapkg\n", + "from modelseedpy import MSPackageManager, FBAHelper, MSBuilder" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "kbase_api = cobrakbase.KBaseAPI()\n", + "model = kbase_api.get_from_ws(\"Cjaponicus_Ecoli_Community\",92637)\n", + "model.solver = 'optlang-cplex'\n", + "#Applying constraints based on KBase media\n", + "media = kbase_api.get_from_ws(\"ChitinM9Media\",91858)\n", + "template = kbase_api.get_from_ws(\"GramNegModelTemplateV3\",\"NewKBaseModelTemplates\")\n", + "model = MSBuilder.gapfill_model(model,\"bio1\",template,media)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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IN_FLUXESOUT_FLUXESOBJECTIVES
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" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pkgmgr = MSPackageManager.get_pkg_mgr(model)\n", + "pkgmgr.getpkg(\"ElementUptakePkg\").build_package({\"C\":60})\n", + "pkgmgr.getpkg(\"KBaseMediaPkg\").build_package(media)\n", + "\n", + "biomass_objective = model.problem.Objective(\n", + " 1 * model.reactions.bio1.flux_expression,\n", + " direction='max')\n", + "model.objective = biomass_objective\n", + " \n", + "sol=model.optimize()\n", + "model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning:Community biomass reaction is being altered with input abundances\n", + "1:bio2\n", + "2:bio3\n" + ] + }, + { + "data": { + "text/html": [ + "
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\n", + "
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Applying community model kinetic constraints\n", + "pkgmgr.getpkg(\"CommKineticPkg\").build_package(2100,{\"1\":0.5,\"2\":0.5})\n", + "\n", + "with open('/Users/chenry/Dropbox/workspace/PNNLSFA/CommunityFBA/CommunityFBA.lp', 'w') as out:\n", + " out.write(str(model.solver))\n", + "\n", + "sol=model.optimize()\n", + "model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Community Modeling/Thermo/MSCommunity_1.ipynb b/examples/Community Modeling/Thermo/MSCommunity_1.ipynb new file mode 100644 index 00000000..f9a9f41e --- /dev/null +++ b/examples/Community Modeling/Thermo/MSCommunity_1.ipynb @@ -0,0 +1,920 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Import KBase and cFBA" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.3.1\n" + ] + } + ], + "source": [ + "# import kbase\n", + "import os\n", + "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", + "os.environ[\"HOME\"] = local_cobrakbase_path\n", + "import cobrakbase\n", + "with open(\"D:/Users/Andrew Freiburger/Documents/Argonne/kbase_token.txt\") as token_file:\n", + " kbase = cobrakbase.KBaseAPI(token_file.readline())\n", + "\n", + "# ecoli = kbase.get_from_ws(\"iML1515\",76994)\n", + "# ah991 = kbase.get_from_ws(\"iAH991V2\", 93832)\n", + "AP49 = kbase.get_from_ws(\"Sphingobium_AP49_pacbio_v2.RAST.fbamodel\", 114731)\n", + "BC15 = kbase.get_from_ws(\"Bacillus_sp._bc15.RAST.fbamodel\", 114731)\n", + "AP49_BC15_model = kbase.get_from_ws(\"AP49-BC15\",114731)\n", + "# pf = kbase.get_from_ws(\"iSB1139.kb.gf\",30650)\n", + "\n", + "# import cFBA\n", + "# %run ../../modelseedpy/community/mscommunity.py\n", + "# %matplotlib inline" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "model1 = kbase.get_from_ws(\"E_iAH991V2\",40576)\n", + "model2 = kbase.get_from_ws(\"E_iML1515.kb\",40576)\n", + "com_model = kbase.get_from_ws(\"CMM_iAH991V2_iML1515.kb\",40576)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# construct the community model" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.community.mscompatibility - ERROR - The Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 model has residual non-standard metabolites in its exchange reactions: {'Ser_Thr_e0', 'cps_bt_e0', 'hspg_degr_10_e0', 'acerA_e0', 'acgalidour_e0', 'fucneulacnhx_e0', 'mantr_e0', 'mbenz_e0', 'unsdigalur_e0', 'kestopt_e0', 'glyasp_e0', 'strch2_e0', '2omxyl_e0', 'strch1_e0', 'manb_e0', 'levanttr_e0', 'hspg_degr_7_e0', 'ha_e0', 'stys_e0', 'isocapr_e0', 'cspg_a_e0', 'mqn11_e0', 'metala_e0', 'apio_D_e0', 'arabinogal_e0', 'T_antigen_e0', 'chtbs_e0', 'mqn10_e0', 'core6_e0', 'mn_e0', 'f1a_e0', 'glyglu_e0', '3ddlhept_e0', 'alaasp_e0', 'sT_antigen_e0', 'galam_e0', 'gncore2_e0', 'cspg_b_degr_e0', 'phppa_e0', 'hspg_degr_5_e0', 'm2mn_e0', 'glyasn_e0', 'hspg_degr_3_e0', 'hspg_degr_8_e0', 'glycogen1500_e0', 'neulacnttr_e0', 'leugly_e0', 'isobut_e0', '2fuclac_e0', 's2l2n2m2m_e0', 'pect_e0', 'lacnfucpt_e0', 'kesto_e0', 'argarg_e0', 'gncore1_e0', 'cspg_a_degr_e0', 'cspg_c_rest_e0', 'mqn9_e0', 'core4_e0', 'dt5hsu_e0', 'core2_e0', 'lmn2_e0', 'pullulan1200_e0', 'hspg_degr_4_e0', 'starch1200_e0', 's2l2n2m2mn_e0', 's2l2n2m2masn_e0', 'cspg_ab_rest_e0', 'levan1000_e0', '3fuclac_e0', 'plac_e0', 'glypro_e0', 'ha_pre1_e0', 'lacdfucttr_e0', 'hspg_degr_14_e0', 'ha_deg1_e0', 'hspg_e0', 'kestottr_e0', 'hspg_degr_13_e0', 'core5_e0', 'cspg_b_e0', '12ethd_e0', 'hspg_degr_12_e0', 'dsT_antigen_e0', 'alathr_e0', 'lacndfuchx_e0', 'acgalidour2s_e0', 'gchola_e0', 'l2n2m2mn_e0', 'hspg_degr_11_e0', 'lacnnttr_e0', 'amylose300_e0', 'acgalglcur_e0', '7ocholate_e0', 'core3_e0', 'hspg_degr_9_e0', '2omfuc_e0', 'idour_e0', 'lmn30_e0', 'hspg_degr_1_e0', 'leuleu_e0', 'arabinan101_e0', 'gam26s_e0', 'alaglu_e0', 'alagly_e0', 'hspg_rest_e0', 'Tn_antigen_e0', 'rhamnogalurI_e0', 'core8_e0', 'amannan140_e0', 's2l2fn2m2masn_e0', 'pecticgal_e0', 'core7_e0', 'phearg_e0', 'manpt_e0', 'arabttr_e0', 'hspg_degr_6_e0', 'lps_bt_e0', 'sphmyln_bt_e0', 'levantttr_e0', 'sTn_antigen_e0', 'homogal_e0', 'cspg_c_e0', 'pe_cer1_bt_e0', 'n2m2mn_e0', 'hspg_degr_15_e0', 'indlac_e0', 'rhamnogalurII_e0', 'cspg_c_degr_e0', 'hspg_degr_2_e0', 'levanb_e0', 'manttr_e0', 'isoval_e0', 'lacnttr_e0', 'oligofru4_e0'}. Specify a True `printing` parameter to view why these metabolites were not corrected.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + "Align exchange reactions in Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 \n", + " ==============================================================================\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.core.msmodel - ERROR - The [0, 0] bounds are not amenable with a direction string.\n", + "modelseedpy.community.mscompatibility - ERROR - The iML1515 model has residual non-standard metabolites in its exchange reactions: {'4abzglu-e_e0', 'sq-e_e0', 'colipap-e_e0', 'tartr-D-e_e0', 'metglcur-e_e0', 'metsox-R-L-e_e0', 'dhps-e_e0', 'metsox-S-L-e_e0'}. Specify a True `printing` parameter to view why these metabolites were not corrected.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + "Align exchange reactions in iML1515 \n", + " ======================================\n", + "\n", + "\n", + "0 exchange reactions were substituted and 0 exchange metabolite IDs were redefined by align_exchanges().\n", + "[, ]\n", + "\n", + "\n" + ] + } + ], + "source": [ + "%run ../../modelseedpy/community/commhelper.py\n", + "\n", + "comm_model2 = build_from_species_models([model1, model2], cobra_model=True)\n", + "print(comm_model2.optimize())\n", + "print(com_model.optimize())" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + "Align exchange reactions in Bacillus_sp._bc15.RAST.fbamodel \n", + " ==============================================================\n", + "\n", + "\n", + "\n", + "Align exchange reactions in Sphingobium_AP49_pacbio_v2.RAST.fbamodel \n", + " =======================================================================\n", + "\n", + "\n", + "0 exchange reactions were substituted and 0 exchange metabolite IDs were redefined by align_exchanges().\n", + "[, , ]\n" + ] + } + ], + "source": [ + "%run ../../modelseedpy/community/commhelper.py\n", + "\n", + "comm_model = build_from_species_models([BC15, AP49], cobra_model=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[,\n", + " ,\n", + " ]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from modelseedpy import MSModelUtil\n", + "\n", + "msutil = MSModelUtil(AP49_BC15_model)\n", + "msid_cobraid_hash = msutil.msid_hash()\n", + "msid_cobraid_hash[\"cpd11416\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n" + ] + } + ], + "source": [ + "print(comm_model.optimize())\n", + "print(AP49_BC15_model.optimize())" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Maximize\n", + "1.0*bio1 - 1.0*bio1_reverse_b18f7\n", + "Maximize\n", + "1.0*bio3 - 1.0*bio3_reverse_69e6e\n" + ] + } + ], + "source": [ + "print(comm_model.objective)\n", + "print(AP49_BC15_model.objective)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[7], line 2\u001b[0m\n\u001b[0;32m 1\u001b[0m model1 \u001b[38;5;241m=\u001b[39m kbase\u001b[38;5;241m.\u001b[39mget_from_ws(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mE_iAH991V2\u001b[39m\u001b[38;5;124m\"\u001b[39m,\u001b[38;5;241m40576\u001b[39m)\n\u001b[1;32m----> 2\u001b[0m model2 \u001b[38;5;241m=\u001b[39m \u001b[43mkbase\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_from_ws\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mE_iML1515.kb\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[38;5;241;43m40576\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 3\u001b[0m com_model \u001b[38;5;241m=\u001b[39m kbase\u001b[38;5;241m.\u001b[39mget_from_ws(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mCMM_iAH991V2_iML1515.kb\u001b[39m\u001b[38;5;124m\"\u001b[39m,\u001b[38;5;241m40576\u001b[39m)\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobrakbase\\kbaseapi.py:222\u001b[0m, in \u001b[0;36mKBaseAPI.get_from_ws\u001b[1;34m(self, id_or_ref, workspace)\u001b[0m\n\u001b[0;32m 220\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m 221\u001b[0m factory \u001b[38;5;241m=\u001b[39m KBaseObjectFactory()\n\u001b[1;32m--> 222\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mfactory\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcreate\u001b[49m\u001b[43m(\u001b[49m\u001b[43mres\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobrakbase\\core\\kbase_object_factory.py:94\u001b[0m, in \u001b[0;36mKBaseObjectFactory.create\u001b[1;34m(self, ws_output, object_type)\u001b[0m\n\u001b[0;32m 93\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mcreate\u001b[39m(\u001b[38;5;28mself\u001b[39m, ws_output, object_type):\n\u001b[1;32m---> 94\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbuild_object_from_ws\u001b[49m\u001b[43m(\u001b[49m\u001b[43mws_output\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mobject_type\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobrakbase\\core\\kbase_object_factory.py:89\u001b[0m, in \u001b[0;36mKBaseObjectFactory.build_object_from_ws\u001b[1;34m(self, ws_output, object_type)\u001b[0m\n\u001b[0;32m 86\u001b[0m info \u001b[38;5;241m=\u001b[39m KBaseObjectInfo(ws_data[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124minfo\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n\u001b[0;32m 88\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m info \u001b[38;5;129;01mand\u001b[39;00m info\u001b[38;5;241m.\u001b[39mtype \u001b[38;5;129;01mand\u001b[39;00m info\u001b[38;5;241m.\u001b[39mtype \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobject_mapper:\n\u001b[1;32m---> 89\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mobject_mapper\u001b[49m\u001b[43m[\u001b[49m\u001b[43minfo\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtype\u001b[49m\u001b[43m]\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdata\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43minfo\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43margs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 91\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m KBaseObject(data, info, args)\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobrakbase\\core\\kbase_object_factory.py:22\u001b[0m, in \u001b[0;36m_build_model\u001b[1;34m(x, y, z)\u001b[0m\n\u001b[0;32m 21\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_build_model\u001b[39m(x, y, z):\n\u001b[1;32m---> 22\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mFBAModelBuilder\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfrom_kbase_json\u001b[49m\u001b[43m(\u001b[49m\u001b[43mx\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43my\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mz\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mbuild\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobrakbase\\core\\kbasefba\\fbamodel_builder.py:345\u001b[0m, in \u001b[0;36mFBAModelBuilder.build\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 343\u001b[0m model\u001b[38;5;241m.\u001b[39mcompartments \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcompartments\n\u001b[0;32m 344\u001b[0m model\u001b[38;5;241m.\u001b[39madd_metabolites(\u001b[38;5;28mlist\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmetabolites\u001b[38;5;241m.\u001b[39mvalues()))\n\u001b[1;32m--> 345\u001b[0m \u001b[43mmodel\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43madd_reactions\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mlist\u001b[39;49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mreactions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mvalues\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 346\u001b[0m model\u001b[38;5;241m.\u001b[39madd_groups(\u001b[38;5;28mlist\u001b[39m(complex_groups\u001b[38;5;241m.\u001b[39mvalues()))\n\u001b[0;32m 347\u001b[0m model\u001b[38;5;241m.\u001b[39mnotes\u001b[38;5;241m.\u001b[39mupdate(cmp_notes)\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\core\\model.py:756\u001b[0m, in \u001b[0;36mModel.add_reactions\u001b[1;34m(self, reaction_list)\u001b[0m\n\u001b[0;32m 753\u001b[0m context(partial(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mreactions\u001b[38;5;241m.\u001b[39m\u001b[38;5;21m__isub__\u001b[39m, pruned))\n\u001b[0;32m 755\u001b[0m \u001b[38;5;66;03m# from cameo ...\u001b[39;00m\n\u001b[1;32m--> 756\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_populate_solver\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpruned\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\core\\model.py:1142\u001b[0m, in \u001b[0;36mModel._populate_solver\u001b[1;34m(self, reaction_list, metabolite_list)\u001b[0m\n\u001b[0;32m 1140\u001b[0m reverse_variable \u001b[38;5;241m=\u001b[39m reaction\u001b[38;5;241m.\u001b[39mreverse_variable\n\u001b[0;32m 1141\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m metabolite, coeff \u001b[38;5;129;01min\u001b[39;00m reaction\u001b[38;5;241m.\u001b[39mmetabolites\u001b[38;5;241m.\u001b[39mitems():\n\u001b[1;32m-> 1142\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[43mmetabolite\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mid\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01min\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mconstraints\u001b[49m:\n\u001b[0;32m 1143\u001b[0m constraint \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconstraints[metabolite\u001b[38;5;241m.\u001b[39mid]\n\u001b[0;32m 1144\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\optlang\\container.py:67\u001b[0m, in \u001b[0;36mContainer.__contains__\u001b[1;34m(self, item)\u001b[0m\n\u001b[0;32m 66\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__contains__\u001b[39m(\u001b[38;5;28mself\u001b[39m, item):\n\u001b[1;32m---> 67\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m item \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_dict\u001b[49m:\n\u001b[0;32m 68\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[0;32m 69\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m \u001b[38;5;28mhasattr\u001b[39m(item, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mname\u001b[39m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;129;01mand\u001b[39;00m item\u001b[38;5;241m.\u001b[39mname \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_dict:\n", + "\u001b[1;31mKeyboardInterrupt\u001b[0m: " + ] + } + ], + "source": [ + "model1 = kbase.get_from_ws(\"E_iAH991V2\",40576)\n", + "model2 = kbase.get_from_ws(\"E_iML1515.kb\",40576)\n", + "com_model = kbase.get_from_ws(\"CMM_iAH991V2_iML1515.kb\",40576)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "%run ../../modelseedpy/community/commhelper.py\n", + "\n", + "comm_model2 = build_from_species_models([model1, model2], cobra_model=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "print(comm_model2.objective)\n", + "print(comm_model2.optimize())\n", + "\n", + "print(com_model.objective)\n", + "print(com_model.optimize())" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "print(comm_model2.medium == com_model.medium)\n", + "# print(comm_model2.medium)\n", + "# print(com_model.medium)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "print(comm_model2.sinks, com_model.sinks)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# print(com_model.reactions.cpd02701_c1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "from cobra.core import Reaction\n", + "sk1 = Reaction('SK_cpd11416_c1', '', '', 0, 1000)\n", + "sk1.add_metabolites({com_model.metabolites.cpd11416_c1: -1})\n", + "sk2 = Reaction('SK_cpd11416_c2', '', '', 0, 1000)\n", + "sk2.add_metabolites({com_model.metabolites.cpd11416_c2: -1})\n", + "sk2 = Reaction('SK_cpd02701_c1', '', '', 0, 1000)\n", + "sk2.add_metabolites({com_model.metabolites.cpd02701_c1: -1})\n", + "sk2 = Reaction('SK_cpd11416_c2', '', '', 0, 1000)\n", + "sk2.add_metabolites({com_model.metabolites.cpd11416_c2: -1})\n", + "model.add_reactions([sk1, sk2])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "from deepdiff import DeepDiff\n", + "print(DeepDiff(comm_model2.sinks, com_model.sinks))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "from deepdiff import DeepDiff\n", + "print(DeepDiff(comm_model2.reactions, com_model.reactions))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "from cobra.io import load_json_model\n", + "ecoli_json = load_json_model(\"../../../../ProjectNotebooks/CommunityModeling/CommFitting/ecoli.json\")\n", + "pf_json = load_json_model(\"../../../../ProjectNotebooks/CommunityModeling/CommFitting/pf.json\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "ecoli.reactions.bio1" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Examine the community model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# print(dir(model.objective))\n", + "display(model.objective.expression)\n", + "display(model.reactions.bio1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "print([rxn.id for rxn in comm_model.reactions if \"bio\" in rxn.id])\n", + "print(\"ah991\\t\", ah991.optimize())\n", + "print(\"pf\\t\", pf.optimize())\n", + "print(\"community\\t\", comm_model.optimize())" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [], + "source": [ + "print([rxn.id for rxn in ah991.reactions if re.search(r\"_c\\d\", rxn.id)]) # \"compartment\" in dir(rxn) and \"c\" in rxn.compartment])\n", + "print(\"\\n\\n\")\n", + "print([rxn.id for rxn in comm_model.reactions if re.search(r\"_c\\d\", rxn.id)]) # \"compartment\" in dir(rxn) and \"c\" in comm_model.reactions])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Exchanges equality" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "total_exchanges = set([rxn.id for rxn in ah991.reactions if re.search(r\"_e\\d\", rxn.id)]+[rxn.id for rxn in pf.reactions if re.search(r\"_e\\d\", rxn.id)])\n", + "print(\"\\n\\n\")\n", + "print([rxn.id for rxn in comm_model.reactions if re.search(r\"_e\\d\", rxn.id) and rxn.id not in total_exchanges]) # \"compartment\" in dir(rxn) and \"c\" in comm_model.reactions])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "print(len(total_exchanges))\n", + "print(len([rxn.id for rxn in comm_model.reactions if re.search(r\"_e\\d\", rxn.id)]))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "ah991_mets = [met.id[:-1] for met in ah991.metabolites if re.search(r\"_c\\d\", met.id)]\n", + "pf_mets = [met.id[:-1] for met in pf.metabolites if re.search(r\"_c\\d\", met.id)]\n", + "comm_mets = [met.id[:-1] for met in comm_model.metabolites if re.search(r\"_c\\d\", met.id)]\n", + "\n", + "print(\"\\n\\n\")\n", + "excess_ah991 = [metID for metID in ah991_mets if metID not in comm_mets]\n", + "print(excess_ah991)\n", + "print(\"\\n\\n\")\n", + "excess_pf = [metID for metID in pf_mets if metID not in comm_mets]\n", + "print(excess_pf)\n", + "\n", + "print(\"\\n\\n\")\n", + "comm_excess_ah991 = [metID for metID in comm_mets if metID not in ah991_mets]\n", + "comm_excess_pf = [metID for metID in comm_excess_ah991 if metID not in pf_mets]\n", + "print(comm_excess_pf)\n", + "\n", + "print(\"\\n\\n\")\n", + "print(len(pf_mets+ah991_mets), len(comm_mets))\n", + "print(len(set(pf_mets+ah991_mets)) == len(set(comm_mets)))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "for rxn in comm_model.reactions:\n", + " if \"bio\" in rxn.id:\n", + " print(rxn.reaction)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "tags": [] + }, + "source": [ + "# 2-member Zahmeeth model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# import the model\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", + "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "%run ../../modelseedpy/community/mscommunity.py\n", + "cfba = MSCommunity(model)\n", + "cfba.gapfill(media)\n", + "sol = cfba.run(media)\n", + "cross_feeding, exMets = cfba.steadycom(solution=sol, flux_threshold=.1)\n", + "display(cross_feeding)\n", + "display(exMets)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## FullThermo-constrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# import the model\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = [\"CMM_iAH991V2_iML1515.kb\",40576]\n", + "mediaInfo_2 = [\"Btheta_Ecoli_minimal_media\",40576]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "%run ../../modelseedpy/community/mscommunity.py\n", + "cfba = MSCommunity(model)\n", + "cfba.gapfill(media)\n", + "cfba.constrain(msdb_path = \"../../../ModelSEEDDatabase\")\n", + "sol = cfba.run(media)\n", + "cross_feeding, exMets = cfba.steadycom(solution=sol, flux_threshold=.1)\n", + "display(cross_feeding)\n", + "display(exMets)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 3-member Electrosynth model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# import the model\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = ['electrosynth_comnty.mdl.gf.2021',93204]\n", + "mediaInfo_2 = [\"CO2_minimal\",93204]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "cfba = MSCommunity(model)\n", + "cfba.drain_fluxes(media)\n", + "cfba.gapfill(media)\n", + "cfba.constrain(media)\n", + "solution = cfba.run()\n", + "cfba.compute_interactions(solution)\n", + "cfba.visualize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## FullThermo-constrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [], + "source": [ + "# import the model\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = ['electrosynth_comnty.mdl.gf.2021',93204]\n", + "mediaInfo_2 = [\"CO2_minimal\",93204]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "cfba = MSCommunity(model)\n", + "cfba.drain_fluxes(media)\n", + "cfba.gapfill(media)\n", + "cfba.constrain(media, msdb_path_for_fullthermo = ftp_path, verbose = False)\n", + "solution = cfba.run()\n", + "cfba.compute_interactions(solution)\n", + "cfba.visualize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 2-member Aimee model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Chitin media" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# import the model\n", + "%run ../../modelseedpy/core/mscommunity.py\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = ['Cjaponicus_Ecoli_Community',97055]\n", + "mediaInfo_2 = [\"ChitinM9Media\",97055]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "cfba = MSCommunity(model)\n", + "cfba.drain_fluxes(media)\n", + "cfba.gapfill(media)\n", + "cfba.constrain(media) \n", + "solution = cfba.run()\n", + "cfba.compute_interactions(solution)\n", + "cfba.visualize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## FullThermo-constrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# import the model\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = ['Cjaponicus_Ecoli_Community',97055]\n", + "mediaInfo_2 = [\"ChitinM9Media\",97055]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "cfba = MSCommunity(model)\n", + "cfba.drain_fluxes(media)\n", + "cfba.gapfill(media)\n", + "cfba.constrain(media, msdb_path_for_fullthermo = ftp_path, verbose = False)\n", + "solution = cfba.run()\n", + "cfba.compute_interactions(solution)\n", + "cfba.visualize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# 7-member Hotlake model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# import the model\n", + "%run ../../modelseedpy/core/mscommunity.py\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = [\"Hot_Lake_seven.mdl\",93544]\n", + "mediaInfo_2 = [\"HotLakeMedia\",93544]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "cfba = MSCommunity(model)\n", + "cfba.drain_fluxes(media)\n", + "cfba.gapfill(media)\n", + "cfba.constrain(media)\n", + "solution = cfba.run()\n", + "cfba.compute_interactions(solution)\n", + "cfba.visualize()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## FullThermo-constrained model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "# import the model\n", + "%run ../../modelseedpy/core/mscommunity.py\n", + "# from modelseedpy.fbapkg import kbasemediapkg\n", + "\n", + "modelInfo_2 = [\"Hot_Lake_seven.mdl\",93544]\n", + "mediaInfo_2 = [\"HotLakeMedia\",93544]\n", + "\n", + "model = kbase.get_from_ws(modelInfo_2[0],modelInfo_2[1])\n", + "media = kbase.get_from_ws(mediaInfo_2[0],mediaInfo_2[1])\n", + "# kmp = kbasemediapkg.KBaseMediaPkg(self.model)\n", + "# kmp.build_package(media)\n", + "\n", + "# simulate and visualize the model\n", + "cfba = MSCommunity(model)\n", + "cfba.drain_fluxes(media)\n", + "cfba.gapfill(media)\n", + "cfba.constrain(media, msdb_path_for_fullthermo = ftp_path, verbose = False)\n", + "solution = cfba.run()\n", + "cfba.compute_interactions(solution)\n", + "cfba.visualize()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Escher/Gird.ipynb b/examples/Escher/Gird.ipynb index c281ceee..4143a0f3 100644 --- a/examples/Escher/Gird.ipynb +++ b/examples/Escher/Gird.ipynb @@ -1,121 +1,121 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 10, - "id": "bce239f7-e14a-44d3-a7d1-5af668db05c4", - "metadata": {}, - "outputs": [], - "source": [ - "import json\n", - "import modelseedpy_escher\n", - "import modelseedpy_escher.io" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "c16f029e-2adc-4fcf-aec3-bfc79ddfaaa6", - "metadata": {}, - "outputs": [], - "source": [ - "em_data = None\n", - "with open('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_mapped.core.json', 'r') as fh:\n", - " em_data = json.load(fh)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1a5f01d6-5b83-46e9-b719-a331b4d7d194", - "metadata": {}, - "outputs": [], - "source": [ - "em = modelseed_escher.core.EscherMap(em_data)\n", - "cpd_remap = {}\n", - "rxn_remap = {}\n", - "for o in em_data[1]['nodes']:\n", - " n = em_data[1]['nodes'][o]\n", - " if n['node_type'] == 'metabolite':\n", - " cpd_remap[n['bigg_id']] = n['bigg_id'] + '1'\n", - "for o in em_data[1]['reactions']:\n", - " n = em_data[1]['reactions'][o]\n", - " rxn_remap[n['bigg_id']] = n['bigg_id'] + '1'\n", - "em.swap_ids(cpd_remap, rxn_remap)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "57c4eadb-4388-4202-a551-89ae4d1aab00", - "metadata": {}, - "outputs": [], - "source": [ - "with open('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_mapped.core_1.json', 'w') as fh:\n", - " fh.write(json.dumps(em_data))" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "4e7b0ce7-d85b-4478-ab49-8e1a91d063d8", - "metadata": {}, - "outputs": [], - "source": [ - "em1 = modelseedpy_escher.io.load_json_map('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_mapped.core_0.json')\n", - "em2 = modelseedpy_escher.io.load_json_map('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_mapped.core_1.json')" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "843bd680-a9a4-45f8-9474-c212a017d641", - "metadata": {}, - "outputs": [], - "source": [ - "grid = modelseedpy_escher.EscherGrid()\n", - "master = grid.build([em1, em2], (2, 1))" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "5990b447-b6d4-4268-9540-391b39c318f6", - "metadata": {}, - "outputs": [], - "source": [ - "with open('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_mapped.core_1_0.json', 'w') as fh:\n", - " fh.write(json.dumps(master.escher_data))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "df37dcf1-01a1-4359-9748-e81e66c6d11e", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{ + "cells": [ + { + "cell_type": "markdown", + "id": "767b3708-3165-41af-829b-cd59916f024c", + "metadata": {}, + "source": [ + "# Escher Map" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "bce239f7-e14a-44d3-a7d1-5af668db05c4", + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "import modelseedpy_escher\n", + "import modelseedpy_escher.io" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c16f029e-2adc-4fcf-aec3-bfc79ddfaaa6", + "metadata": {}, + "outputs": [], + "source": [ + "em_data = None\n", + "with open('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_mapped.core.json', 'r') as fh:\n", + " em_data = json.load(fh)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1a5f01d6-5b83-46e9-b719-a331b4d7d194", + "metadata": {}, + "outputs": [], + "source": [ + "em = modelseed_escher.core.EscherMap(em_data)\n", + "cpd_remap = {}\n", + "rxn_remap = {}\n", + "for o in em_data[1]['nodes']:\n", + " n = em_data[1]['nodes'][o]\n", + " if n['node_type'] == 'metabolite':\n", + " cpd_remap[n['bigg_id']] = n['bigg_id'] + '1'\n", + "for o in em_data[1]['reactions']:\n", + " n = em_data[1]['reactions'][o]\n", + " rxn_remap[n['bigg_id']] = n['bigg_id'] + '1'\n", + "em.swap_ids(cpd_remap, rxn_remap)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "57c4eadb-4388-4202-a551-89ae4d1aab00", + "metadata": {}, + "outputs": [], + "source": [ + "with open('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_mapped.core_1.json', 'w') as fh:\n", + " fh.write(json.dumps(em_data))" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "4e7b0ce7-d85b-4478-ab49-8e1a91d063d8", + "metadata": {}, + "outputs": [], + "source": [ + "em1 = modelseedpy_escher.io.load_json_map('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_mapped.core_0.json')\n", + "em2 = modelseedpy_escher.io.load_json_map('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_mapped.core_1.json')" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "843bd680-a9a4-45f8-9474-c212a017d641", + "metadata": {}, + "outputs": [], + "source": [ + "grid = modelseedpy_escher.EscherGrid()\n", + "master = grid.build([em1, em2], (2, 1))" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "5990b447-b6d4-4268-9540-391b39c318f6", + "metadata": {}, + "outputs": [], + "source": [ + "with open('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_mapped.core_1_0.json', 'w') as fh:\n", + " fh.write(json.dumps(master.escher_data))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Escher/Index.ipynb b/examples/Escher/Index.ipynb index ceaf5ce3..7314f72d 100644 --- a/examples/Escher/Index.ipynb +++ b/examples/Escher/Index.ipynb @@ -1,68 +1,46 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "\n", - "![ModelSEEDpy](../images/ms-logo-horizontal.png)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Back to the main [Index](../Index.ipynb)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Escher Visualization" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The modelseedpy-escher integrates Escher with SEED Metabolic Models" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Examples" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* [notebook1](notebook.ipynb) topic" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Escher Visualization" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The modelseedpy-escher integrates Escher with SEED Metabolic Models" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* [Here is an example](Gird.ipynb)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Flux Analysis/FBA Model functions.ipynb b/examples/Flux Analysis/FBA Model functions.ipynb index b33d996c..0e8f73f4 100644 --- a/examples/Flux Analysis/FBA Model functions.ipynb +++ b/examples/Flux Analysis/FBA Model functions.ipynb @@ -1,674 +1,674 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 91, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import chemicals\n", - "from chemicals import *\n", - "\n", - "import cobra\n", - "cobra_config = cobra.Configuration()\n", - "\n", - "from cobra import Model, Reaction, Metabolite\n", - "import cobra.test\n", - "import os\n", - "from os.path import join\n", - "\n", - "data_dir = cobra.test.data_dir\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 78, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{('cpd00001', 'c'): -1, ('cpd00002', 'e'): -1, ('cpd00003', 'c'): 2, ('cpd00004', 'c'): 1}\n", - "left\n", - "{('cpd00001', 'c'): -1, ('cpd00002', 'e'): -1, ('cpd00003', 'c'): 2, ('cpd00004', 'c'): 1}\n", - "reversable\n", - "{('cpd00001', 'c'): -1, ('cpd00002', 'e'): -1, ('cpd00003', 'c'): 2, ('cpd00004', 'c'): 1}\n", - "right\n", - "{('cpd00001', 'c'): -1, ('cpd00002', 'e'): -1, ('cpd00003', 'c'): 2, ('cpd00004', 'c'): 1}\n", - "error - no direction found\n" - ] - } - ], - "source": [ - " #build from plasson string test\n", - "class MSEquation:\n", - "\n", - " def __init__(self, stoichiometry, d):\n", - " self.equation = stoichiometry\n", - " self.direction = d\n", - "\n", - "\n", - "#ASSUMPTIONS:\n", - "#user has at least one space before metabolites and arrow (<=, <=>, or =>)\n", - "\n", - "#NOTE: more spaces are better\n", - "\n", - "def build_from_palsson_string(equation_string, default_group = 'c'): #add default group\n", - "\n", - " def clean_ends(lst):\n", - " for i in range(len(lst)):\n", - " # remove whitespace from the front\n", - " while (lst[i][0] == ' '):\n", - " lst[i] = lst[i][1:]\n", - " # remove whitespace from the back\n", - " while (lst[i][-1] == ' '):\n", - " lst[i] = lst[i][:-1]\n", - " return lst\n", - "\n", - " def get_coef_and_group(lst, return_dict, side): #for side variable, -1 is left side, 1 is right side, for coeficients\n", - " for reactant in lst:\n", - " coeficient = side\n", - " if reactant.find('(') != -1 or reactant.find(')') != -1: # if one is present, check to make sure both there\n", - " if equation_string.find(')') == -1:\n", - " raise Exception(\"Error, ')' character missing in string\", reactant)\n", - " if equation_string.find('(') == -1:\n", - " raise Exception(\"Error, '(' character missing in string\", reactant)\n", - " number = ''\n", - " position = 1\n", - " while reactant[position] != ')': \n", - " number += reactant[position]\n", - " position += 1\n", - " coeficient = side * int(number)\n", - " reactant = reactant[position + 1:]\n", - "\n", - " identifier = default_group\n", - " if reactant.find('[') != -1 or reactant.find(']') != -1: # if one is present, check to make sure both there\n", - " #check to see both are present\n", - " if equation_string.find(']') == -1:\n", - " raise Exception(\"Error, ']' character missing in string\", reactant)\n", - " if equation_string.find('[') == -1:\n", - " raise Exception(\"Error, '[' character missing in string\", reactant) \n", - " s = ''\n", - " position = -2\n", - " while reactant[position] != '[': \n", - " s = reactant[position] + s\n", - " position -= 1\n", - " identifier = s\n", - " reactant = reactant[:position]\n", - "\n", - " return_dict[(reactant, identifier)] = coeficient\n", - " return return_dict\n", - " \n", - " #check for the '=' character, throw exception otherwise\n", - " if equation_string.find('=') == -1:\n", - " raise Exception(\"Error, '=' character missing, unable to split string\", equation_string)\n", - "\n", - " #check direction\n", - " reversible = False\n", - " right = False\n", - " left = False\n", - " ret_str = ''\n", - " reversible = equation_string.find('<=>') != -1\n", - " if reversible:\n", - " ret_str = 'reversable'\n", - " else: # not two ways, so check right\n", - " right = equation_string.find('=>') != -1\n", - " if right:\n", - " ret_str = 'right'\n", - " else: # if not right, check left\n", - " left = equation_string.find('<=') != -1\n", - " if left: \n", - " ret_str = 'left'\n", - " else: # if not left, error\n", - " ret_str = \"error - no direction found\"\n", - "\n", - "\n", - " #cpd00001 + cpd00002[e] => (2)cpd00003 + cpd00004\n", - " # get substrings for either side of the euqation\n", - " reactants_substring_list = equation_string[0:equation_string.find('=') - 1].split('+')\n", - " products_substring_list = equation_string[equation_string.find('=') + 2:len(equation_string)].split('+')\n", - "\n", - " # clean up our substrings:\n", - " clean_ends(reactants_substring_list)\n", - " clean_ends(products_substring_list)\n", - "\n", - " variables = {}\n", - " # add reactants to the dictionary\n", - "\n", - " get_coef_and_group(reactants_substring_list, variables, -1)\n", - " get_coef_and_group(products_substring_list, variables, 1)\n", - "\n", - " ret_mse = MSEquation(variables, ret_str)\n", - "\n", - " return ret_mse\n", - " \n", - "test = build_from_palsson_string('cpd00001 + cpd00002[e] <= (2)cpd00003 + cpd00004')\n", - "print(test.equation)\n", - "print(test.direction)\n", - "\n", - "test = build_from_palsson_string('cpd00001 + cpd00002[e] <=> (2)cpd00003 + cpd00004')\n", - "print(test.equation)\n", - "print(test.direction)\n", - "\n", - "test = build_from_palsson_string('cpd00001 + cpd00002[e] => (2)cpd00003 + cpd00004')\n", - "print(test.equation)\n", - "print(test.direction)\n", - "\n", - "test = build_from_palsson_string('cpd00001 + cpd00002[e] = (2)cpd00003 + cpd00004')\n", - "print(test.equation)\n", - "print(test.direction)\n", - "\n", - "#test = build_from_palsson_string('cpd00001 + cpd00002[e] (2)cpd00003 + cpd00004')# <- working, missing =\n", - "#print(test.equation)\n", - "#print(test.direction)\n", - "\n", - "#test = build_from_palsson_string('cpd00001 + cpd00002[e => (2)cpd00003 + cpd00004')# <- working, missing ]\n", - "#print(test.equation)\n", - "#print(test.direction)\n", - "\n", - "#test = build_from_palsson_string('cpd00001 + cpd00002e] => (2)cpd00003 + cpd00004')# <- working, missing [\n", - "#print(test.equation)\n", - "#print(test.direction)\n", - "\n", - "#test = build_from_palsson_string('cpd00001 + cpd00002[e] => (2cpd00003 + cpd00004')# <- working, missing )\n", - "#print(test.equation)\n", - "#print(test.direction)\n", - "\n", - "#test = build_from_palsson_string('cpd00001 + cpd00002[e] => 2)cpd00003 + cpd00004')# <- working, missing (\n", - "#print(test.equation)\n", - "#print(test.direction)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [ - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 82, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Reaction identifiertest_id3
Name
Memory address0x02dcbbf599a0
Stoichiometry\n", - "

cysi__L_e + octapb_c <-- 2 dhap_c + prbatp_c

\n", - "

L Cystine C6H12N2O4S2 + Octanoate (protein bound) <-- 2 Dihydroxyacetone phosphate + 1-(5-Phosphoribosyl)-ATP

\n", - "
GPR
Lower bound-1000
Upper bound0
\n", - " " - ], - "text/plain": [ - "" - ] - }, - "execution_count": 82, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "#Add Custom Reaction test\n", - "\n", - "#LIMITATIONS:\n", - "#also, no support for gpr or genome\n", - "\n", - "def add_custom_reaction(model,rxn_id,MSEquation,gpr = None,genome = None):\n", - " new_rxn = Reaction(id = rxn_id)\n", - " #going on the assumption that all metabolites are present in the model\n", - " metabolites = {}\n", - " for key in MSEquation.equation:\n", - " met_id = key[0]+'_'+key[1]\n", - " if met_id in model.metabolites:\n", - " metabolites[met_id] = MSEquation.equation[key]\n", - " else:\n", - " raise Exception(\"Error,\", met_id, \"not in model metabolites list\")\n", - " model.add_reaction(new_rxn)\n", - " #new_rxn.gene_reaction_rule = gpr\n", - " new_rxn.add_metabolites(metabolites)\n", - " \n", - " #adjust the bounds based on the arrow direction -1000, 1000, 0\n", - " if MSEquation.direction == 'left':\n", - " new_rxn.lower_bound = -1000\n", - " new_rxn.upper_bound = 0\n", - " if MSEquation.direction == 'reversable':\n", - " new_rxn.lower_bound = -1000\n", - " new_rxn.upper_bound = 1000\n", - " \n", - " \n", - "test = build_from_palsson_string('octapb + cysi__L[e] => (2)dhap + prbatp')\n", - "model = cobra.io.load_json_model(\"iML1515.json\")\n", - "add_custom_reaction(model, 'test_id', test)\n", - "model.reactions.get_by_id('test_id')\n", - "\n", - "test = build_from_palsson_string('octapb + cysi__L[e] <=> (2)dhap + prbatp')\n", - "add_custom_reaction(model, 'test_id2', test)\n", - "print(model.reactions.get_by_id('test_id2'))\n", - "\n", - "test = build_from_palsson_string('octapb + cysi__L[e] <= (2)dhap + prbatp')\n", - "add_custom_reaction(model, 'test_id3', test)\n", - "print(model.reactions.get_by_id('test_id3'))" - ] - }, - { - "cell_type": "code", - "execution_count": 119, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "2712\n", - "2710\n" - ] - }, - { - "ename": "Exception", - "evalue": "('Reaction', 'C', 'is not in the model.')", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mException\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 14\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 15\u001b[0m \u001b[0mlst\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[1;34m'C'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 16\u001b[1;33m \u001b[0mremove_reactions\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mlst\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;31m#thows warning orrectly\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[1;32m\u001b[0m in \u001b[0;36mremove_reactions\u001b[1;34m(model, rxn_id_list)\u001b[0m\n\u001b[0;32m 3\u001b[0m \u001b[1;32mfor\u001b[0m \u001b[0mrxn_id\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mrxn_id_list\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 4\u001b[0m \u001b[1;32mif\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreactions\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mhas_id\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mrxn_id\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 5\u001b[1;33m \u001b[1;32mraise\u001b[0m \u001b[0mException\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'Reaction'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mrxn_id\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'is not in the model.'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 6\u001b[0m \u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mremove_reactions\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mrxn_id\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 7\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;31mException\u001b[0m: ('Reaction', 'C', 'is not in the model.')" - ] - } - ], - "source": [ - "#remove reactions test\n", - "def remove_reactions(model,rxn_id_list = []):\n", - " for rxn_id in rxn_id_list:\n", - " if not model.reactions.has_id(rxn_id):\n", - " raise Exception('Reaction',rxn_id,'is not in the model.')\n", - " model.remove_reactions([rxn_id])\n", - " \n", - "model = cobra.io.load_json_model(\"iML1515.json\")\n", - "\n", - "print(len(model.reactions))\n", - "lst = ['XPPT','HXPRT']\n", - "remove_reactions(model,lst)\n", - "print(len(model.reactions))\n", - "\n", - "lst = ['C']\n", - "remove_reactions(model,lst) #thows warning orrectly" - ] - }, - { - "cell_type": "code", - "execution_count": 111, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "CYTDK2: cytd_c + gtp_c --> cmp_c + gdp_c + h_c\n", - "{: 1.0, : -1.0, : 1.0, : -1.0, : 1.0}\n", - "\n", - "{: 2, : -1.0, : 1.0, : -1.0, : 1.0}\n", - "CYTDK2: cytd_c + gtp_c --> cmp_c + gdp_c + h_c\n", - "{: 1.0, : -1.0, : 1.0, : -1.0, : 1.0}\n", - "\n", - "{: 1.0, : -1.0, : 1.0, : -1.0, : 1.0}\n", - "CYTDK2: cytd_c + gtp_c --> cmp_c + gdp_c + h_c\n", - "{: 1.0, : -1.0, : 1.0, : -1.0, : 1.0}\n", - "\n" - ] - }, - { - "ename": "Exception", - "evalue": "('Metabolite', 'cmp_', ' is not in the model.')", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mException\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 49\u001b[0m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreactions\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmetabolites\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 50\u001b[0m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 51\u001b[1;33m \u001b[0medit_biomass_compound\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m'CYTDK2'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m'cmp_'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;36m2\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;31m#typo here, seeing what it does to a nonexistant metabolite\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 52\u001b[0m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreactions\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmetabolites\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 53\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32m\u001b[0m in \u001b[0;36medit_biomass_compound\u001b[1;34m(model, biomass_id, cpd_id, new_coef, rescale)\u001b[0m\n\u001b[0;32m 17\u001b[0m \u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreactions\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_by_id\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mbiomass_id\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0madd_metabolites\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m{\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmetabolites\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_by_id\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcpd_id\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mnew_coef\u001b[0m\u001b[1;33m}\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcombine\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mFalse\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 18\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 19\u001b[1;33m \u001b[1;32mraise\u001b[0m \u001b[0mException\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'Metabolite'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mcpd_id\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m' is not in the model.'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 20\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m \u001b[1;31m# if there is no biomass reaction\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 21\u001b[0m \u001b[0mbiomass_rxn\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mReaction\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mbiomass_id\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;31mException\u001b[0m: ('Metabolite', 'cmp_', ' is not in the model.')" - ] - } - ], - "source": [ - "#edit biomass compound test\n", - "\n", - "#assumptions: \n", - "#compound is already present in the reaction, we are just changing the coeficient\n", - "\n", - "#look into metabolite addition\n", - "#add a line to check if id is in model.metabolites, for both biomass and cpd_id\n", - "#if no biomass_id, create a new reaction\n", - "\n", - "#ignore rescale for now, we will add a new function\n", - "#librarry chemicals can get data for the weights\n", - "#new function: compute molecular weight, take in matabolite, compute molecular weight of the metabolite\n", - "\n", - "def edit_biomass_compound(model,biomass_id,cpd_id,new_coef,rescale = 1):\n", - " if biomass_id in model.reactions:\n", - " if cpd_id in model.metabolites:\n", - " model.reactions.get_by_id(biomass_id).add_metabolites({model.metabolites.get_by_id(cpd_id): new_coef}, combine=False)\n", - " else:\n", - " raise Exception('Metabolite',cpd_id,' is not in the model.')\n", - " else: # if there is no biomass reaction\n", - " biomass_rxn = Reaction(biomass_id)\n", - " model.add_reaction(biomass_rxn)\n", - " if cpd_id in model.metabolites:\n", - " biomass_rxn.add_metabolites({model.metabolites.get_by_id(cpd_id): new_coef})\n", - " else:\n", - " raise Exception('Metabolite ',cpd_id,' is not in the model.')\n", - " \n", - " \n", - "model = cobra.io.load_json_model(\"iML1515.json\")\n", - "print(model.reactions[0])\n", - "print(model.reactions[0].metabolites)\n", - "print()\n", - "edit_biomass_compound(model, 'CYTDK2', 'cmp_c', 2)\n", - "print(model.reactions[0].metabolites)\n", - "\n", - "\n", - "model = cobra.io.load_json_model(\"iML1515.json\")\n", - "print(model.reactions[0])\n", - "print(model.reactions[0].metabolites)\n", - "print()\n", - "edit_biomass_compound(model, 'CYTDK', 'cmp_c', 2) #typo here, seeing what it does to a nonexistant reaction\n", - "print(model.reactions[0].metabolites)\n", - "\n", - "# ^ properly throws keyerror\n", - "\n", - "\n", - "model = cobra.io.load_json_model(\"iML1515.json\")\n", - "print(model.reactions[0])\n", - "print(model.reactions[0].metabolites)\n", - "print()\n", - "edit_biomass_compound(model, 'CYTDK2', 'cmp_', 2) #typo here, seeing what it does to a nonexistant metabolite\n", - "print(model.reactions[0].metabolites)\n", - "\n", - "# ^ properly throws keyerror" - ] - }, - { - "cell_type": "code", - "execution_count": 101, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "formula C8H15O\n", - "127.2041\n" - ] - } - ], - "source": [ - "def compute_molecular_weight(model, metabolite_id):\n", - " if metabolite_id not in model.metabolites:\n", - " raise Exception('Error, metabolite',metabolite_id,'not found in the model')\n", - " return model.metabolites.get_by_id(metabolite_id).formula_weight\n", - " \n", - "model = cobra.io.load_json_model(\"iML1515.json\")\n", - "print('formula', model.metabolites.get_by_id('octapb_c').formula)\n", - "print(compute_molecular_weight(model, 'octapb_c'))" - ] - }, - { - "cell_type": "code", - "execution_count": 104, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "model 1 reaction count 2712\n", - "model 1 reaction count with removal 2711\n", - "model 1 reaction count 2712\n", - "model 2 reaction count 2712\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Ignoring reaction 'CYTDK2' since it already exists.\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "model 1 reaction count 2712\n", - "model 2 reaction count 2712\n" - ] - }, - { - "ename": "Exception", - "evalue": "('The reaction', 'C', 'in the reaction list is not in the model.')", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mException\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 35\u001b[0m \u001b[0mmodel2\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mcobra\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mio\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mload_json_model\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"iML1515.json\"\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 36\u001b[0m \u001b[0mlst\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[1;34m'C'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 37\u001b[1;33m \u001b[0mcopy_model_reactions\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmodel2\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mlst\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 38\u001b[0m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'thows keyerror properly'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 39\u001b[0m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'model 1 reaction count'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mlen\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreactions\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32m\u001b[0m in \u001b[0;36mcopy_model_reactions\u001b[1;34m(model, source_model, rxn_id_list)\u001b[0m\n\u001b[0;32m 12\u001b[0m \u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0madd_reaction\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msource_model\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreactions\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_by_id\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mrxnid\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 13\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 14\u001b[1;33m \u001b[1;32mraise\u001b[0m \u001b[0mException\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'The reaction'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mrxnid\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'in the reaction list is not in the model.'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 15\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 16\u001b[0m \u001b[0mmodel\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mcobra\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mio\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mload_json_model\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"iML1515.json\"\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;31mException\u001b[0m: ('The reaction', 'C', 'in the reaction list is not in the model.')" - ] - } - ], - "source": [ - "#copy model reactions test\n", - "#how to do\n", - "#create two models\n", - "#delete function from 1\n", - "#add to the second\n", - "#check to see if reaction counts are the same\n", - "\n", - "def copy_model_reactions(model,source_model,rxn_id_list = []):\n", - " for rxnid in rxn_id_list:\n", - " if rxnid in source_model.reactions:\n", - " model.add_reaction(source_model.reactions.get_by_id(rxnid))\n", - " else:\n", - " raise Exception('The reaction', rxnid,'in the reaction list is not in the model.')\n", - " \n", - "model = cobra.io.load_json_model(\"iML1515.json\")\n", - "model2 = cobra.io.load_json_model(\"iML1515.json\")\n", - "lst = ['CYTDK2']\n", - "print('model 1 reaction count',len(model.reactions))\n", - "remove_reactions(model,lst)\n", - "print('model 1 reaction count with removal',len(model.reactions))\n", - "copy_model_reactions(model, model2, lst)\n", - "print('model 1 reaction count',len(model.reactions))\n", - "print('model 2 reaction count',len(model2.reactions))\n", - "\n", - "#testing on copying a id that already exists in the duplicate\n", - "model = cobra.io.load_json_model(\"iML1515.json\")\n", - "model2 = cobra.io.load_json_model(\"iML1515.json\")\n", - "copy_model_reactions(model, model2, lst)\n", - "print('model 1 reaction count',len(model.reactions))\n", - "print('model 2 reaction count',len(model2.reactions))\n", - "\n", - "#testing on copying a id that does not exist in the origional\n", - "model = cobra.io.load_json_model(\"iML1515.json\")\n", - "model2 = cobra.io.load_json_model(\"iML1515.json\")\n", - "lst = ['C']\n", - "copy_model_reactions(model, model2, lst)\n", - "print('thows keyerror properly')\n", - "print('model 1 reaction count',len(model.reactions))\n", - "print('model 2 reaction count',len(model2.reactions))" - ] - }, - { - "cell_type": "code", - "execution_count": 121, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "reversibility before change: True\n", - "forward: 0 <= ICDHyr <= 1000.0\n", - "reverse: 0 <= ICDHyr_reverse_7f84b <= 1000.0\n", - "gpr: icd\n", - "reversibility after change: False\n", - "forward: 0 <= ICDHyr <= 1000.0\n", - "reverse: 0 <= ICDHyr_reverse_7f84b <= 0\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\jason\\anaconda3\\lib\\site-packages\\cobra\\core\\reaction.py:438: UserWarning: malformed gene_reaction_rule '(b0001 and b0002 or b1010' for \n", - " warn(\"malformed gene_reaction_rule '%s' for %s\" % (new_rule, repr(self)))\n" - ] - }, - { - "ename": "SyntaxError", - "evalue": "unexpected EOF while parsing (, line 1)", - "output_type": "error", - "traceback": [ - "Traceback \u001b[1;36m(most recent call last)\u001b[0m:\n", - " File \u001b[0;32m\"C:\\Users\\jason\\anaconda3\\lib\\site-packages\\IPython\\core\\interactiveshell.py\"\u001b[0m, line \u001b[0;32m3343\u001b[0m, in \u001b[0;35mrun_code\u001b[0m\n exec(code_obj, self.user_global_ns, self.user_ns)\n", - " File \u001b[0;32m\"\"\u001b[0m, line \u001b[0;32m49\u001b[0m, in \u001b[0;35m\u001b[0m\n print('gpr:',model.reactions.get_by_id(rxn).gene_name_reaction_rule)\n", - " File \u001b[0;32m\"C:\\Users\\jason\\anaconda3\\lib\\site-packages\\cobra\\core\\reaction.py\"\u001b[0m, line \u001b[0;32m483\u001b[0m, in \u001b[0;35mgene_name_reaction_rule\u001b[0m\n ast = parse_gpr(self._gene_reaction_rule)[0]\n", - " File \u001b[0;32m\"C:\\Users\\jason\\anaconda3\\lib\\site-packages\\cobra\\core\\gene.py\"\u001b[0m, line \u001b[0;32m159\u001b[0m, in \u001b[0;35mparse_gpr\u001b[0m\n tree = ast_parse(escaped_str, \"\", \"eval\")\n", - "\u001b[1;36m File \u001b[1;32m\"C:\\Users\\jason\\anaconda3\\lib\\ast.py\"\u001b[1;36m, line \u001b[1;32m47\u001b[1;36m, in \u001b[1;35mparse\u001b[1;36m\u001b[0m\n\u001b[1;33m return compile(source, filename, mode, flags,\u001b[0m\n", - "\u001b[1;36m File \u001b[1;32m\"\"\u001b[1;36m, line \u001b[1;32m1\u001b[0m\n\u001b[1;33m (b0001 and b0002 or b1010\u001b[0m\n\u001b[1;37m ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m unexpected EOF while parsing\n" - ] - } - ], - "source": [ - "#edit reaction progam\n", - "#ASSUMPTIONS:\n", - "#an arrow will exist in the program, either =>, <=>, or <=\n", - "def edit_reaction(model,rxn_id,direction = None,gpr = None,genome = None):\n", - " # Direction: =>, <=, or <=>\n", - " if direction is not None:\n", - " lower_bound = model.reactions.get_by_id(rxn_id).lower_bound\n", - " upper_bound = model.reactions.get_by_id(rxn_id).upper_bound\n", - "\n", - " if lower_bound < 0 and upper_bound > 0: # rxn_id is reversible\n", - " if direction == \"=>\":\n", - " model.reactions.get_by_id(rxn_id).lower_bound = 0\n", - " elif direction == \"<=\":\n", - " model.reactions.get_by_id(rxn_id).upper_bound = 0\n", - " elif lower_bound == 0 and upper_bound > 0: # rxn_id is forward only\n", - " if direction == \"<=\":\n", - " model.reactions.get_by_id(rxn_id).lower_bound = -1*upper_bound\n", - " model.reactions.get_by_id(rxn_id).upper_bound = 0\n", - " elif direction == \"<=>\":\n", - " model.reactions.get_by_id(rxn_id).lower_bound = -1*upper_bound\n", - " elif lower_bound < 0 and upper_bound == 0: # rxn_id is reverse only\n", - " if direction == \"=>\":\n", - " model.reactions.get_by_id(rxn_id).lower_bound = 0\n", - " model.reactions.get_by_id(rxn_id).upper_bound = -1*lower_bound\n", - " elif direction == \"<=>\":\n", - " model.reactions.get_by_id(rxn_id).upper_bound = -1*lower_bound\n", - "\n", - " # Specify GPR as a string with boolean conditions (e.g. \"(b0001 and b0002) or b1010\").\n", - " try:\n", - " if gpr is not None:\n", - " model.reactions.get_by_id(rxn_id).gene_reaction_rule = gpr\n", - " except:\n", - " raise Exception('invalid gpr statement, check parentheses') #not working, unsure exactly why\n", - " \n", - " \n", - "model = cobra.io.read_sbml_model(join(data_dir, \"iML1515.xml\"))\n", - "\n", - "# Changing a reversible reaction to a forward (irreversible) reaction\n", - "# and changing the gpr\n", - "rxn = 'ICDHyr'\n", - "print('reversibility before change:',model.reactions.get_by_id(rxn).reversibility)\n", - "print('forward:',model.reactions.get_by_id(rxn).forward_variable)\n", - "print('reverse:',model.reactions.get_by_id(rxn).reverse_variable)\n", - "print('gpr:',model.reactions.get_by_id(rxn).gene_name_reaction_rule)\n", - "edit_reaction(model, rxn, \"=>\", \"(b0001 and b0002 or b1010\")\n", - "print('reversibility after change:',model.reactions.get_by_id(rxn).reversibility)\n", - "print('forward:',model.reactions.get_by_id(rxn).forward_variable)\n", - "print('reverse:',model.reactions.get_by_id(rxn).reverse_variable)\n", - "print('gpr:',model.reactions.get_by_id(rxn).gene_name_reaction_rule)\n", - "\n", - "# Changing a forward (irreversible) reaction to a reversible reaction\n", - "print(' ')\n", - "rxn2 = 'HXPRT'\n", - "print('reversibility before change:',model.reactions.get_by_id(rxn2).reversibility)\n", - "print('forward:',model.reactions.get_by_id(rxn2).forward_variable)\n", - "print('reverse:',model.reactions.get_by_id(rxn2).reverse_variable)\n", - "edit_reaction(model, rxn2, \"<=>\")\n", - "print('reversibility after change:',model.reactions.get_by_id(rxn2).reversibility)\n", - "print('forward:',model.reactions.get_by_id(rxn2).forward_variable)\n", - "print('reverse:',model.reactions.get_by_id(rxn2).reverse_variable)\n", - "\n", - "# Changing a forward (irreversible) reaction to a reverse (irreversible) reaction\n", - "print(' ')\n", - "rxn3 = 'CYTDK2'\n", - "print('reversibility before change:',model.reactions.get_by_id(rxn3).reversibility)\n", - "print('forward:',model.reactions.get_by_id(rxn3).forward_variable)\n", - "print('reverse:',model.reactions.get_by_id(rxn3).reverse_variable)\n", - "edit_reaction(model, rxn3, \"<=\")\n", - "print('reversibility after change:',model.reactions.get_by_id(rxn3).reversibility)\n", - "print('forward:',model.reactions.get_by_id(rxn3).forward_variable)\n", - "print('reverse:',model.reactions.get_by_id(rxn3).reverse_variable)\n", - "\n", - "#add test with unclear gpr, missing parentheseese, use try, catch" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 91, + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import chemicals\n", + "from chemicals import *\n", + "\n", + "import cobra\n", + "cobra_config = cobra.Configuration()\n", + "\n", + "from cobra import Model, Reaction, Metabolite\n", + "import cobra.test\n", + "import os\n", + "from os.path import join\n", + "\n", + "data_dir = cobra.test.data_dir\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{('cpd00001', 'c'): -1, ('cpd00002', 'e'): -1, ('cpd00003', 'c'): 2, ('cpd00004', 'c'): 1}\n", + "left\n", + "{('cpd00001', 'c'): -1, ('cpd00002', 'e'): -1, ('cpd00003', 'c'): 2, ('cpd00004', 'c'): 1}\n", + "reversable\n", + "{('cpd00001', 'c'): -1, ('cpd00002', 'e'): -1, ('cpd00003', 'c'): 2, ('cpd00004', 'c'): 1}\n", + "right\n", + "{('cpd00001', 'c'): -1, ('cpd00002', 'e'): -1, ('cpd00003', 'c'): 2, ('cpd00004', 'c'): 1}\n", + "error - no direction found\n" + ] + } + ], + "source": [ + " #build from plasson string test\n", + "class MSEquation:\n", + "\n", + " def __init__(self, stoichiometry, d):\n", + " self.equation = stoichiometry\n", + " self.direction = d\n", + "\n", + "\n", + "#ASSUMPTIONS:\n", + "#user has at least one space before metabolites and arrow (<=, <=>, or =>)\n", + "\n", + "#NOTE: more spaces are better\n", + "\n", + "def build_from_palsson_string(equation_string, default_group = 'c'): #add default group\n", + "\n", + " def clean_ends(lst):\n", + " for i in range(len(lst)):\n", + " # remove whitespace from the front\n", + " while (lst[i][0] == ' '):\n", + " lst[i] = lst[i][1:]\n", + " # remove whitespace from the back\n", + " while (lst[i][-1] == ' '):\n", + " lst[i] = lst[i][:-1]\n", + " return lst\n", + "\n", + " def get_coef_and_group(lst, return_dict, side): #for side variable, -1 is left side, 1 is right side, for coeficients\n", + " for reactant in lst:\n", + " coeficient = side\n", + " if reactant.find('(') != -1 or reactant.find(')') != -1: # if one is present, check to make sure both there\n", + " if equation_string.find(')') == -1:\n", + " raise Exception(\"Error, ')' character missing in string\", reactant)\n", + " if equation_string.find('(') == -1:\n", + " raise Exception(\"Error, '(' character missing in string\", reactant)\n", + " number = ''\n", + " position = 1\n", + " while reactant[position] != ')': \n", + " number += reactant[position]\n", + " position += 1\n", + " coeficient = side * int(number)\n", + " reactant = reactant[position + 1:]\n", + "\n", + " identifier = default_group\n", + " if reactant.find('[') != -1 or reactant.find(']') != -1: # if one is present, check to make sure both there\n", + " #check to see both are present\n", + " if equation_string.find(']') == -1:\n", + " raise Exception(\"Error, ']' character missing in string\", reactant)\n", + " if equation_string.find('[') == -1:\n", + " raise Exception(\"Error, '[' character missing in string\", reactant) \n", + " s = ''\n", + " position = -2\n", + " while reactant[position] != '[': \n", + " s = reactant[position] + s\n", + " position -= 1\n", + " identifier = s\n", + " reactant = reactant[:position]\n", + "\n", + " return_dict[(reactant, identifier)] = coeficient\n", + " return return_dict\n", + " \n", + " #check for the '=' character, throw exception otherwise\n", + " if equation_string.find('=') == -1:\n", + " raise Exception(\"Error, '=' character missing, unable to split string\", equation_string)\n", + "\n", + " #check direction\n", + " reversible = False\n", + " right = False\n", + " left = False\n", + " ret_str = ''\n", + " reversible = equation_string.find('<=>') != -1\n", + " if reversible:\n", + " ret_str = 'reversable'\n", + " else: # not two ways, so check right\n", + " right = equation_string.find('=>') != -1\n", + " if right:\n", + " ret_str = 'right'\n", + " else: # if not right, check left\n", + " left = equation_string.find('<=') != -1\n", + " if left: \n", + " ret_str = 'left'\n", + " else: # if not left, error\n", + " ret_str = \"error - no direction found\"\n", + "\n", + "\n", + " #cpd00001 + cpd00002[e] => (2)cpd00003 + cpd00004\n", + " # get substrings for either side of the euqation\n", + " reactants_substring_list = equation_string[0:equation_string.find('=') - 1].split('+')\n", + " products_substring_list = equation_string[equation_string.find('=') + 2:len(equation_string)].split('+')\n", + "\n", + " # clean up our substrings:\n", + " clean_ends(reactants_substring_list)\n", + " clean_ends(products_substring_list)\n", + "\n", + " variables = {}\n", + " # add reactants to the dictionary\n", + "\n", + " get_coef_and_group(reactants_substring_list, variables, -1)\n", + " get_coef_and_group(products_substring_list, variables, 1)\n", + "\n", + " ret_mse = MSEquation(variables, ret_str)\n", + "\n", + " return ret_mse\n", + " \n", + "test = build_from_palsson_string('cpd00001 + cpd00002[e] <= (2)cpd00003 + cpd00004')\n", + "print(test.equation)\n", + "print(test.direction)\n", + "\n", + "test = build_from_palsson_string('cpd00001 + cpd00002[e] <=> (2)cpd00003 + cpd00004')\n", + "print(test.equation)\n", + "print(test.direction)\n", + "\n", + "test = build_from_palsson_string('cpd00001 + cpd00002[e] => (2)cpd00003 + cpd00004')\n", + "print(test.equation)\n", + "print(test.direction)\n", + "\n", + "test = build_from_palsson_string('cpd00001 + cpd00002[e] = (2)cpd00003 + cpd00004')\n", + "print(test.equation)\n", + "print(test.direction)\n", + "\n", + "#test = build_from_palsson_string('cpd00001 + cpd00002[e] (2)cpd00003 + cpd00004')# <- working, missing =\n", + "#print(test.equation)\n", + "#print(test.direction)\n", + "\n", + "#test = build_from_palsson_string('cpd00001 + cpd00002[e => (2)cpd00003 + cpd00004')# <- working, missing ]\n", + "#print(test.equation)\n", + "#print(test.direction)\n", + "\n", + "#test = build_from_palsson_string('cpd00001 + cpd00002e] => (2)cpd00003 + cpd00004')# <- working, missing [\n", + "#print(test.equation)\n", + "#print(test.direction)\n", + "\n", + "#test = build_from_palsson_string('cpd00001 + cpd00002[e] => (2cpd00003 + cpd00004')# <- working, missing )\n", + "#print(test.equation)\n", + "#print(test.direction)\n", + "\n", + "#test = build_from_palsson_string('cpd00001 + cpd00002[e] => 2)cpd00003 + cpd00004')# <- working, missing (\n", + "#print(test.equation)\n", + "#print(test.direction)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Reaction identifiertest_id3
Name
Memory address0x02dcbbf599a0
Stoichiometry\n", + "

cysi__L_e + octapb_c <-- 2 dhap_c + prbatp_c

\n", + "

L Cystine C6H12N2O4S2 + Octanoate (protein bound) <-- 2 Dihydroxyacetone phosphate + 1-(5-Phosphoribosyl)-ATP

\n", + "
GPR
Lower bound-1000
Upper bound0
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 82, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Add Custom Reaction test\n", + "\n", + "#LIMITATIONS:\n", + "#also, no support for gpr or genome\n", + "\n", + "def add_custom_reaction(model,rxn_id,MSEquation,gpr = None,genome = None):\n", + " new_rxn = Reaction(id = rxn_id)\n", + " #going on the assumption that all metabolites are present in the model\n", + " metabolites = {}\n", + " for key in MSEquation.equation:\n", + " met_id = key[0]+'_'+key[1]\n", + " if met_id in model.metabolites:\n", + " metabolites[met_id] = MSEquation.equation[key]\n", + " else:\n", + " raise Exception(\"Error,\", met_id, \"not in model metabolites list\")\n", + " model.add_reaction(new_rxn)\n", + " #new_rxn.gene_reaction_rule = gpr\n", + " new_rxn.add_metabolites(metabolites)\n", + " \n", + " #adjust the bounds based on the arrow direction -1000, 1000, 0\n", + " if MSEquation.direction == 'left':\n", + " new_rxn.lower_bound = -1000\n", + " new_rxn.upper_bound = 0\n", + " if MSEquation.direction == 'reversable':\n", + " new_rxn.lower_bound = -1000\n", + " new_rxn.upper_bound = 1000\n", + " \n", + " \n", + "test = build_from_palsson_string('octapb + cysi__L[e] => (2)dhap + prbatp')\n", + "model = cobra.io.load_json_model(\"iML1515.json\")\n", + "add_custom_reaction(model, 'test_id', test)\n", + "model.reactions.get_by_id('test_id')\n", + "\n", + "test = build_from_palsson_string('octapb + cysi__L[e] <=> (2)dhap + prbatp')\n", + "add_custom_reaction(model, 'test_id2', test)\n", + "print(model.reactions.get_by_id('test_id2'))\n", + "\n", + "test = build_from_palsson_string('octapb + cysi__L[e] <= (2)dhap + prbatp')\n", + "add_custom_reaction(model, 'test_id3', test)\n", + "print(model.reactions.get_by_id('test_id3'))" + ] + }, + { + "cell_type": "code", + "execution_count": 119, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2712\n", + "2710\n" + ] + }, + { + "ename": "Exception", + "evalue": "('Reaction', 'C', 'is not in the model.')", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mException\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 14\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 15\u001b[0m \u001b[0mlst\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[1;34m'C'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 16\u001b[1;33m \u001b[0mremove_reactions\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mlst\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;31m#thows warning orrectly\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[1;32m\u001b[0m in \u001b[0;36mremove_reactions\u001b[1;34m(model, rxn_id_list)\u001b[0m\n\u001b[0;32m 3\u001b[0m \u001b[1;32mfor\u001b[0m \u001b[0mrxn_id\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mrxn_id_list\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 4\u001b[0m \u001b[1;32mif\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreactions\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mhas_id\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mrxn_id\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 5\u001b[1;33m \u001b[1;32mraise\u001b[0m \u001b[0mException\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'Reaction'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mrxn_id\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'is not in the model.'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 6\u001b[0m \u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mremove_reactions\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mrxn_id\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 7\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;31mException\u001b[0m: ('Reaction', 'C', 'is not in the model.')" + ] + } + ], + "source": [ + "#remove reactions test\n", + "def remove_reactions(model,rxn_id_list = []):\n", + " for rxn_id in rxn_id_list:\n", + " if not model.reactions.has_id(rxn_id):\n", + " raise Exception('Reaction',rxn_id,'is not in the model.')\n", + " model.remove_reactions([rxn_id])\n", + " \n", + "model = cobra.io.load_json_model(\"iML1515.json\")\n", + "\n", + "print(len(model.reactions))\n", + "lst = ['XPPT','HXPRT']\n", + "remove_reactions(model,lst)\n", + "print(len(model.reactions))\n", + "\n", + "lst = ['C']\n", + "remove_reactions(model,lst) #thows warning orrectly" + ] + }, + { + "cell_type": "code", + "execution_count": 111, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CYTDK2: cytd_c + gtp_c --> cmp_c + gdp_c + h_c\n", + "{: 1.0, : -1.0, : 1.0, : -1.0, : 1.0}\n", + "\n", + "{: 2, : -1.0, : 1.0, : -1.0, : 1.0}\n", + "CYTDK2: cytd_c + gtp_c --> cmp_c + gdp_c + h_c\n", + "{: 1.0, : -1.0, : 1.0, : -1.0, : 1.0}\n", + "\n", + "{: 1.0, : -1.0, : 1.0, : -1.0, : 1.0}\n", + "CYTDK2: cytd_c + gtp_c --> cmp_c + gdp_c + h_c\n", + "{: 1.0, : -1.0, : 1.0, : -1.0, : 1.0}\n", + "\n" + ] + }, + { + "ename": "Exception", + "evalue": "('Metabolite', 'cmp_', ' is not in the model.')", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mException\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 49\u001b[0m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreactions\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmetabolites\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 50\u001b[0m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 51\u001b[1;33m \u001b[0medit_biomass_compound\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m'CYTDK2'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m'cmp_'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;36m2\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;31m#typo here, seeing what it does to a nonexistant metabolite\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 52\u001b[0m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreactions\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m0\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmetabolites\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 53\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m\u001b[0m in \u001b[0;36medit_biomass_compound\u001b[1;34m(model, biomass_id, cpd_id, new_coef, rescale)\u001b[0m\n\u001b[0;32m 17\u001b[0m \u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreactions\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_by_id\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mbiomass_id\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0madd_metabolites\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m{\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmetabolites\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_by_id\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mcpd_id\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m \u001b[0mnew_coef\u001b[0m\u001b[1;33m}\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcombine\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;32mFalse\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 18\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 19\u001b[1;33m \u001b[1;32mraise\u001b[0m \u001b[0mException\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'Metabolite'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mcpd_id\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m' is not in the model.'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 20\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m \u001b[1;31m# if there is no biomass reaction\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 21\u001b[0m \u001b[0mbiomass_rxn\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mReaction\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mbiomass_id\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;31mException\u001b[0m: ('Metabolite', 'cmp_', ' is not in the model.')" + ] + } + ], + "source": [ + "#edit biomass compound test\n", + "\n", + "#assumptions: \n", + "#compound is already present in the reaction, we are just changing the coeficient\n", + "\n", + "#look into metabolite addition\n", + "#add a line to check if id is in model.metabolites, for both biomass and cpd_id\n", + "#if no biomass_id, create a new reaction\n", + "\n", + "#ignore rescale for now, we will add a new function\n", + "#librarry chemicals can get data for the weights\n", + "#new function: compute molecular weight, take in matabolite, compute molecular weight of the metabolite\n", + "\n", + "def edit_biomass_compound(model,biomass_id,cpd_id,new_coef,rescale = 1):\n", + " if biomass_id in model.reactions:\n", + " if cpd_id in model.metabolites:\n", + " model.reactions.get_by_id(biomass_id).add_metabolites({model.metabolites.get_by_id(cpd_id): new_coef}, combine=False)\n", + " else:\n", + " raise Exception('Metabolite',cpd_id,' is not in the model.')\n", + " else: # if there is no biomass reaction\n", + " biomass_rxn = Reaction(biomass_id)\n", + " model.add_reaction(biomass_rxn)\n", + " if cpd_id in model.metabolites:\n", + " biomass_rxn.add_metabolites({model.metabolites.get_by_id(cpd_id): new_coef})\n", + " else:\n", + " raise Exception('Metabolite ',cpd_id,' is not in the model.')\n", + " \n", + " \n", + "model = cobra.io.load_json_model(\"iML1515.json\")\n", + "print(model.reactions[0])\n", + "print(model.reactions[0].metabolites)\n", + "print()\n", + "edit_biomass_compound(model, 'CYTDK2', 'cmp_c', 2)\n", + "print(model.reactions[0].metabolites)\n", + "\n", + "\n", + "model = cobra.io.load_json_model(\"iML1515.json\")\n", + "print(model.reactions[0])\n", + "print(model.reactions[0].metabolites)\n", + "print()\n", + "edit_biomass_compound(model, 'CYTDK', 'cmp_c', 2) #typo here, seeing what it does to a nonexistant reaction\n", + "print(model.reactions[0].metabolites)\n", + "\n", + "# ^ properly throws keyerror\n", + "\n", + "\n", + "model = cobra.io.load_json_model(\"iML1515.json\")\n", + "print(model.reactions[0])\n", + "print(model.reactions[0].metabolites)\n", + "print()\n", + "edit_biomass_compound(model, 'CYTDK2', 'cmp_', 2) #typo here, seeing what it does to a nonexistant metabolite\n", + "print(model.reactions[0].metabolites)\n", + "\n", + "# ^ properly throws keyerror" + ] + }, + { + "cell_type": "code", + "execution_count": 101, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "formula C8H15O\n", + "127.2041\n" + ] + } + ], + "source": [ + "def compute_molecular_weight(model, metabolite_id):\n", + " if metabolite_id not in model.metabolites:\n", + " raise Exception('Error, metabolite',metabolite_id,'not found in the model')\n", + " return model.metabolites.get_by_id(metabolite_id).formula_weight\n", + " \n", + "model = cobra.io.load_json_model(\"iML1515.json\")\n", + "print('formula', model.metabolites.get_by_id('octapb_c').formula)\n", + "print(compute_molecular_weight(model, 'octapb_c'))" + ] + }, + { + "cell_type": "code", + "execution_count": 104, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "model 1 reaction count 2712\n", + "model 1 reaction count with removal 2711\n", + "model 1 reaction count 2712\n", + "model 2 reaction count 2712\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Ignoring reaction 'CYTDK2' since it already exists.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "model 1 reaction count 2712\n", + "model 2 reaction count 2712\n" + ] + }, + { + "ename": "Exception", + "evalue": "('The reaction', 'C', 'in the reaction list is not in the model.')", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mException\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 35\u001b[0m \u001b[0mmodel2\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mcobra\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mio\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mload_json_model\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"iML1515.json\"\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 36\u001b[0m \u001b[0mlst\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[1;34m'C'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 37\u001b[1;33m \u001b[0mcopy_model_reactions\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmodel2\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mlst\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 38\u001b[0m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'thows keyerror properly'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 39\u001b[0m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'model 1 reaction count'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mlen\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreactions\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m\u001b[0m in \u001b[0;36mcopy_model_reactions\u001b[1;34m(model, source_model, rxn_id_list)\u001b[0m\n\u001b[0;32m 12\u001b[0m \u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0madd_reaction\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msource_model\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreactions\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_by_id\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mrxnid\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 13\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 14\u001b[1;33m \u001b[1;32mraise\u001b[0m \u001b[0mException\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'The reaction'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mrxnid\u001b[0m\u001b[1;33m,\u001b[0m\u001b[1;34m'in the reaction list is not in the model.'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 15\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 16\u001b[0m \u001b[0mmodel\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mcobra\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mio\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mload_json_model\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"iML1515.json\"\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;31mException\u001b[0m: ('The reaction', 'C', 'in the reaction list is not in the model.')" + ] + } + ], + "source": [ + "#copy model reactions test\n", + "#how to do\n", + "#create two models\n", + "#delete function from 1\n", + "#add to the second\n", + "#check to see if reaction counts are the same\n", + "\n", + "def copy_model_reactions(model,source_model,rxn_id_list = []):\n", + " for rxnid in rxn_id_list:\n", + " if rxnid in source_model.reactions:\n", + " model.add_reaction(source_model.reactions.get_by_id(rxnid))\n", + " else:\n", + " raise Exception('The reaction', rxnid,'in the reaction list is not in the model.')\n", + " \n", + "model = cobra.io.load_json_model(\"iML1515.json\")\n", + "model2 = cobra.io.load_json_model(\"iML1515.json\")\n", + "lst = ['CYTDK2']\n", + "print('model 1 reaction count',len(model.reactions))\n", + "remove_reactions(model,lst)\n", + "print('model 1 reaction count with removal',len(model.reactions))\n", + "copy_model_reactions(model, model2, lst)\n", + "print('model 1 reaction count',len(model.reactions))\n", + "print('model 2 reaction count',len(model2.reactions))\n", + "\n", + "#testing on copying a id that already exists in the duplicate\n", + "model = cobra.io.load_json_model(\"iML1515.json\")\n", + "model2 = cobra.io.load_json_model(\"iML1515.json\")\n", + "copy_model_reactions(model, model2, lst)\n", + "print('model 1 reaction count',len(model.reactions))\n", + "print('model 2 reaction count',len(model2.reactions))\n", + "\n", + "#testing on copying a id that does not exist in the origional\n", + "model = cobra.io.load_json_model(\"iML1515.json\")\n", + "model2 = cobra.io.load_json_model(\"iML1515.json\")\n", + "lst = ['C']\n", + "copy_model_reactions(model, model2, lst)\n", + "print('thows keyerror properly')\n", + "print('model 1 reaction count',len(model.reactions))\n", + "print('model 2 reaction count',len(model2.reactions))" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "reversibility before change: True\n", + "forward: 0 <= ICDHyr <= 1000.0\n", + "reverse: 0 <= ICDHyr_reverse_7f84b <= 1000.0\n", + "gpr: icd\n", + "reversibility after change: False\n", + "forward: 0 <= ICDHyr <= 1000.0\n", + "reverse: 0 <= ICDHyr_reverse_7f84b <= 0\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\jason\\anaconda3\\lib\\site-packages\\cobra\\core\\reaction.py:438: UserWarning: malformed gene_reaction_rule '(b0001 and b0002 or b1010' for \n", + " warn(\"malformed gene_reaction_rule '%s' for %s\" % (new_rule, repr(self)))\n" + ] + }, + { + "ename": "SyntaxError", + "evalue": "unexpected EOF while parsing (, line 1)", + "output_type": "error", + "traceback": [ + "Traceback \u001b[1;36m(most recent call last)\u001b[0m:\n", + " File \u001b[0;32m\"C:\\Users\\jason\\anaconda3\\lib\\site-packages\\IPython\\core\\interactiveshell.py\"\u001b[0m, line \u001b[0;32m3343\u001b[0m, in \u001b[0;35mrun_code\u001b[0m\n exec(code_obj, self.user_global_ns, self.user_ns)\n", + " File \u001b[0;32m\"\"\u001b[0m, line \u001b[0;32m49\u001b[0m, in \u001b[0;35m\u001b[0m\n print('gpr:',model.reactions.get_by_id(rxn).gene_name_reaction_rule)\n", + " File \u001b[0;32m\"C:\\Users\\jason\\anaconda3\\lib\\site-packages\\cobra\\core\\reaction.py\"\u001b[0m, line \u001b[0;32m483\u001b[0m, in \u001b[0;35mgene_name_reaction_rule\u001b[0m\n ast = parse_gpr(self._gene_reaction_rule)[0]\n", + " File \u001b[0;32m\"C:\\Users\\jason\\anaconda3\\lib\\site-packages\\cobra\\core\\gene.py\"\u001b[0m, line \u001b[0;32m159\u001b[0m, in \u001b[0;35mparse_gpr\u001b[0m\n tree = ast_parse(escaped_str, \"\", \"eval\")\n", + "\u001b[1;36m File \u001b[1;32m\"C:\\Users\\jason\\anaconda3\\lib\\ast.py\"\u001b[1;36m, line \u001b[1;32m47\u001b[1;36m, in \u001b[1;35mparse\u001b[1;36m\u001b[0m\n\u001b[1;33m return compile(source, filename, mode, flags,\u001b[0m\n", + "\u001b[1;36m File \u001b[1;32m\"\"\u001b[1;36m, line \u001b[1;32m1\u001b[0m\n\u001b[1;33m (b0001 and b0002 or b1010\u001b[0m\n\u001b[1;37m ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m unexpected EOF while parsing\n" + ] + } + ], + "source": [ + "#edit reaction progam\n", + "#ASSUMPTIONS:\n", + "#an arrow will exist in the program, either =>, <=>, or <=\n", + "def edit_reaction(model,rxn_id,direction = None,gpr = None,genome = None):\n", + " # Direction: =>, <=, or <=>\n", + " if direction is not None:\n", + " lower_bound = model.reactions.get_by_id(rxn_id).lower_bound\n", + " upper_bound = model.reactions.get_by_id(rxn_id).upper_bound\n", + "\n", + " if lower_bound < 0 and upper_bound > 0: # rxn_id is reversible\n", + " if direction == \"=>\":\n", + " model.reactions.get_by_id(rxn_id).lower_bound = 0\n", + " elif direction == \"<=\":\n", + " model.reactions.get_by_id(rxn_id).upper_bound = 0\n", + " elif lower_bound == 0 and upper_bound > 0: # rxn_id is forward only\n", + " if direction == \"<=\":\n", + " model.reactions.get_by_id(rxn_id).lower_bound = -1*upper_bound\n", + " model.reactions.get_by_id(rxn_id).upper_bound = 0\n", + " elif direction == \"<=>\":\n", + " model.reactions.get_by_id(rxn_id).lower_bound = -1*upper_bound\n", + " elif lower_bound < 0 and upper_bound == 0: # rxn_id is reverse only\n", + " if direction == \"=>\":\n", + " model.reactions.get_by_id(rxn_id).lower_bound = 0\n", + " model.reactions.get_by_id(rxn_id).upper_bound = -1*lower_bound\n", + " elif direction == \"<=>\":\n", + " model.reactions.get_by_id(rxn_id).upper_bound = -1*lower_bound\n", + "\n", + " # Specify GPR as a string with boolean conditions (e.g. \"(b0001 and b0002) or b1010\").\n", + " try:\n", + " if gpr is not None:\n", + " model.reactions.get_by_id(rxn_id).gene_reaction_rule = gpr\n", + " except:\n", + " raise Exception('invalid gpr statement, check parentheses') #not working, unsure exactly why\n", + " \n", + " \n", + "model = cobra.io.read_sbml_model(join(data_dir, \"iML1515.xml\"))\n", + "\n", + "# Changing a reversible reaction to a forward (irreversible) reaction\n", + "# and changing the gpr\n", + "rxn = 'ICDHyr'\n", + "print('reversibility before change:',model.reactions.get_by_id(rxn).reversibility)\n", + "print('forward:',model.reactions.get_by_id(rxn).forward_variable)\n", + "print('reverse:',model.reactions.get_by_id(rxn).reverse_variable)\n", + "print('gpr:',model.reactions.get_by_id(rxn).gene_name_reaction_rule)\n", + "edit_reaction(model, rxn, \"=>\", \"(b0001 and b0002 or b1010\")\n", + "print('reversibility after change:',model.reactions.get_by_id(rxn).reversibility)\n", + "print('forward:',model.reactions.get_by_id(rxn).forward_variable)\n", + "print('reverse:',model.reactions.get_by_id(rxn).reverse_variable)\n", + "print('gpr:',model.reactions.get_by_id(rxn).gene_name_reaction_rule)\n", + "\n", + "# Changing a forward (irreversible) reaction to a reversible reaction\n", + "print(' ')\n", + "rxn2 = 'HXPRT'\n", + "print('reversibility before change:',model.reactions.get_by_id(rxn2).reversibility)\n", + "print('forward:',model.reactions.get_by_id(rxn2).forward_variable)\n", + "print('reverse:',model.reactions.get_by_id(rxn2).reverse_variable)\n", + "edit_reaction(model, rxn2, \"<=>\")\n", + "print('reversibility after change:',model.reactions.get_by_id(rxn2).reversibility)\n", + "print('forward:',model.reactions.get_by_id(rxn2).forward_variable)\n", + "print('reverse:',model.reactions.get_by_id(rxn2).reverse_variable)\n", + "\n", + "# Changing a forward (irreversible) reaction to a reverse (irreversible) reaction\n", + "print(' ')\n", + "rxn3 = 'CYTDK2'\n", + "print('reversibility before change:',model.reactions.get_by_id(rxn3).reversibility)\n", + "print('forward:',model.reactions.get_by_id(rxn3).forward_variable)\n", + "print('reverse:',model.reactions.get_by_id(rxn3).reverse_variable)\n", + "edit_reaction(model, rxn3, \"<=\")\n", + "print('reversibility after change:',model.reactions.get_by_id(rxn3).reversibility)\n", + "print('forward:',model.reactions.get_by_id(rxn3).forward_variable)\n", + "print('reverse:',model.reactions.get_by_id(rxn3).reverse_variable)\n", + "\n", + "#add test with unclear gpr, missing parentheseese, use try, catch" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Flux Analysis/FBAExampleNotebook.ipynb b/examples/Flux Analysis/FBAExampleNotebook.ipynb index b94827cc..b8493033 100644 --- a/examples/Flux Analysis/FBAExampleNotebook.ipynb +++ b/examples/Flux Analysis/FBAExampleNotebook.ipynb @@ -1,459 +1,466 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.8\n" - ] - } - ], - "source": [ - "import cobra\n", - "from cobra.flux_analysis import (\n", - " single_gene_deletion, single_reaction_deletion, double_gene_deletion,\n", - " double_reaction_deletion)\n", - "from cobra.flux_analysis.parsimonious import pfba\n", - "import cobrakbase\n", - "import escher\n", - "from escher import Builder\n", - "from modelseedpy import MSPackageManager,FBAHelper" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 bio1 = 0.1680011696126881

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00009_e0EX_cpd00009_e00.162100.00%
cpd00013_e0EX_cpd00013_e01.81400.00%
cpd00027_e0EX_cpd00027_e056100.00%
cpd00030_e0EX_cpd00030_e00.000116100.00%
cpd00034_e0EX_cpd00034_e05.729E-0500.00%
cpd00048_e0EX_cpd00048_e00.0423100.00%
cpd00058_e0EX_cpd00058_e00.000119100.00%
cpd00063_e0EX_cpd00063_e00.000874400.00%
cpd00099_e0EX_cpd00099_e00.000874400.00%
cpd00149_e0EX_cpd00149_e04.2E-0600.00%
cpd00205_e0EX_cpd00205_e00.0327900.00%
cpd00244_e0EX_cpd00244_e05.426E-0500.00%
cpd00254_e0EX_cpd00254_e00.00145700.00%
cpd10515_e0EX_cpd10515_e00.00138700.00%
cpd10516_e0EX_cpd10516_e00.00131200.00%
cpd11574_e0EX_cpd11574_e01.176E-0600.00%

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd01042_c0DM_cpd01042_c0-3.746E-0570.00%
cpd15380_c0DM_cpd15380_c0-0.000112750.00%
cpd00001_e0EX_cpd00001_e0-0.798500.00%
cpd00029_e0EX_cpd00029_e0-3.722232.22%
cpd00036_e0EX_cpd00036_e0-0.0560540.97%
cpd00047_e0EX_cpd00047_e0-8.048134.83%
cpd00067_e0EX_cpd00067_e0-13.4300.00%
cpd00116_e0EX_cpd00116_e0-3.36E-0710.00%
cpd00363_e0EX_cpd00363_e0-3.693231.97%
cpd02701_c0SK_cpd02701_c0-3.36E-07150.00%
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "kbase_api = cobrakbase.KBaseAPI()\n", - "model = kbase_api.get_from_ws(\"E_iML1515.kb\",40576)\n", - "media = kbase_api.get_from_ws(\"Btheta_Ecoli_minimal_media\",40576)\n", - "pkgmgr = MSPackageManager.get_pkg_mgr(model)\n", - "pkgmgr.getpkg(\"KBaseMediaPkg\").build_package(media)\n", - "FBAHelper.set_objective_from_target_reaction(model, \"bio1\")\n", - "solution=model.optimize()\n", - "model.summary()" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
growthstatus
ids
(b1123)0.168001optimal
(b1134)0.168001optimal
(b0158)0.168001optimal
(b0775)0.000000optimal
(b1683)0.168001optimal
.........
(b4386)0.168001optimal
(b0867)0.168001optimal
(b1463)0.168001optimal
(b0688)0.168001optimal
(b1475)0.168001optimal
\n", - "

1515 rows × 2 columns

\n", - "
" - ], - "text/plain": [ - " growth status\n", - "ids \n", - "(b1123) 0.168001 optimal\n", - "(b1134) 0.168001 optimal\n", - "(b0158) 0.168001 optimal\n", - "(b0775) 0.000000 optimal\n", - "(b1683) 0.168001 optimal\n", - "... ... ...\n", - "(b4386) 0.168001 optimal\n", - "(b0867) 0.168001 optimal\n", - "(b1463) 0.168001 optimal\n", - "(b0688) 0.168001 optimal\n", - "(b1475) 0.168001 optimal\n", - "\n", - "[1515 rows x 2 columns]" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "deletion_results = cobra.flsingle_gene_deletion(model)\n", - "deletion_results" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "d30ab0c86c3544b890993baee65b5198", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "Builder(reaction_data={'34dhpactex_e0': 0.0, 'GUAtex_e0': 0.0, 'rxn01256_c0': 0.05432889023402956, 'rxn00411_c…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "file = open('CentralCarbon.json',)\n", - "ccmap = file.read()\n", - "builder = Builder(map_json=ccmap)\n", - "builder.reaction_scale=[\n", - " { \"type\": 'value', \"value\": 0, \"color\": '#dcdcdc', \"size\": 10 },\n", - " { \"type\": 'value', \"value\": 0.000001, \"color\": '#9696ff', \"size\": 25 },\n", - " { \"type\": 'value', \"value\": 1, \"color\": '#ff0000', \"size\": 35 },\n", - " { \"type\": 'value', \"value\": 20, \"color\": '#209123', \"size\": 50 },\n", - " ]\n", - "builder.model = model\n", - "builder.reaction_data = solution.fluxes\n", - "builder" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Standard FBA example" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.8\n" + ] + } + ], + "source": [ + "import cobra\n", + "from cobra.flux_analysis import (\n", + " single_gene_deletion, single_reaction_deletion, double_gene_deletion,\n", + " double_reaction_deletion)\n", + "from cobra.flux_analysis.parsimonious import pfba\n", + "import cobrakbase\n", + "import escher\n", + "from escher import Builder\n", + "from modelseedpy import MSPackageManager,FBAHelper" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 0.1680011696126881

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00009_e0EX_cpd00009_e00.162100.00%
cpd00013_e0EX_cpd00013_e01.81400.00%
cpd00027_e0EX_cpd00027_e056100.00%
cpd00030_e0EX_cpd00030_e00.000116100.00%
cpd00034_e0EX_cpd00034_e05.729E-0500.00%
cpd00048_e0EX_cpd00048_e00.0423100.00%
cpd00058_e0EX_cpd00058_e00.000119100.00%
cpd00063_e0EX_cpd00063_e00.000874400.00%
cpd00099_e0EX_cpd00099_e00.000874400.00%
cpd00149_e0EX_cpd00149_e04.2E-0600.00%
cpd00205_e0EX_cpd00205_e00.0327900.00%
cpd00244_e0EX_cpd00244_e05.426E-0500.00%
cpd00254_e0EX_cpd00254_e00.00145700.00%
cpd10515_e0EX_cpd10515_e00.00138700.00%
cpd10516_e0EX_cpd10516_e00.00131200.00%
cpd11574_e0EX_cpd11574_e01.176E-0600.00%

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
cpd01042_c0DM_cpd01042_c0-3.746E-0570.00%
cpd15380_c0DM_cpd15380_c0-0.000112750.00%
cpd00001_e0EX_cpd00001_e0-0.798500.00%
cpd00029_e0EX_cpd00029_e0-3.722232.22%
cpd00036_e0EX_cpd00036_e0-0.0560540.97%
cpd00047_e0EX_cpd00047_e0-8.048134.83%
cpd00067_e0EX_cpd00067_e0-13.4300.00%
cpd00116_e0EX_cpd00116_e0-3.36E-0710.00%
cpd00363_e0EX_cpd00363_e0-3.693231.97%
cpd02701_c0SK_cpd02701_c0-3.36E-07150.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "kbase_api = cobrakbase.KBaseAPI()\n", + "model = kbase_api.get_from_ws(\"E_iML1515.kb\",40576)\n", + "media = kbase_api.get_from_ws(\"Btheta_Ecoli_minimal_media\",40576)\n", + "pkgmgr = MSPackageManager.get_pkg_mgr(model)\n", + "pkgmgr.getpkg(\"KBaseMediaPkg\").build_package(media)\n", + "FBAHelper.set_objective_from_target_reaction(model, \"bio1\")\n", + "solution=model.optimize()\n", + "model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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growthstatus
ids
(b1123)0.168001optimal
(b1134)0.168001optimal
(b0158)0.168001optimal
(b0775)0.000000optimal
(b1683)0.168001optimal
.........
(b4386)0.168001optimal
(b0867)0.168001optimal
(b1463)0.168001optimal
(b0688)0.168001optimal
(b1475)0.168001optimal
\n", + "

1515 rows × 2 columns

\n", + "
" + ], + "text/plain": [ + " growth status\n", + "ids \n", + "(b1123) 0.168001 optimal\n", + "(b1134) 0.168001 optimal\n", + "(b0158) 0.168001 optimal\n", + "(b0775) 0.000000 optimal\n", + "(b1683) 0.168001 optimal\n", + "... ... ...\n", + "(b4386) 0.168001 optimal\n", + "(b0867) 0.168001 optimal\n", + "(b1463) 0.168001 optimal\n", + "(b0688) 0.168001 optimal\n", + "(b1475) 0.168001 optimal\n", + "\n", + "[1515 rows x 2 columns]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "deletion_results = cobra.flsingle_gene_deletion(model)\n", + "deletion_results" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "d30ab0c86c3544b890993baee65b5198", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "Builder(reaction_data={'34dhpactex_e0': 0.0, 'GUAtex_e0': 0.0, 'rxn01256_c0': 0.05432889023402956, 'rxn00411_c…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "file = open('CentralCarbon.json',)\n", + "ccmap = file.read()\n", + "builder = Builder(map_json=ccmap)\n", + "builder.reaction_scale=[\n", + " { \"type\": 'value', \"value\": 0, \"color\": '#dcdcdc', \"size\": 10 },\n", + " { \"type\": 'value', \"value\": 0.000001, \"color\": '#9696ff', \"size\": 25 },\n", + " { \"type\": 'value', \"value\": 1, \"color\": '#ff0000', \"size\": 35 },\n", + " { \"type\": 'value', \"value\": 20, \"color\": '#209123', \"size\": 50 },\n", + " ]\n", + "builder.model = model\n", + "builder.reaction_data = solution.fluxes\n", + "builder" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Flux Analysis/FBAPkg_tests.ipynb b/examples/Flux Analysis/FBAPkg_tests.ipynb index 4556bed4..b5f4a9b7 100644 --- a/examples/Flux Analysis/FBAPkg_tests.ipynb +++ b/examples/Flux Analysis/FBAPkg_tests.ipynb @@ -1,1499 +1,1499 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Import the modules " - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.8\n" - ] - } - ], - "source": [ - "# import the general modules\n", - "from optlang.symbolics import Zero\n", - "import cobra\n", - "import cplex\n", - "import sys\n", - "\n", - "# import kbase\n", - "import os\n", - "os.environ[\"HOME\"] = 'C:\\\\Users\\\\Andrew Freiburger\\\\Dropbox\\\\My PC (DESKTOP-M302P50)\\\\Documents\\\\UVic Civil Engineering\\\\Internships\\\\Agronne\\\\cobrakbase'\n", - "import cobrakbase\n", - "token = 'JOSNYJGASTV5BGELWQTUSATE4TNHZ66U'\n", - "kbase = cobrakbase.KBaseAPI(token)\n", - "\n", - "# define the example individual model and associated API media package\n", - "#model = kbase.get_from_ws('e_coli_core', 94253)\n", - "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", - "#model = kbase.get_from_ws('E_iAH991V2', 94253)\n", - "model.solver = 'optlang-cplex'\n", - "\n", - "# local ModelSEED database path\n", - "modelseed_db_path = '../../../ModelSEEDDatabase'" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# -----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# RevBin package test" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The RevBin package prevents directional fluxes through reactions that have net zero flux. This is exemplified in the following demonstration, where the forward progression of the reversible ethanol transport reaction (rxn08427_c0) is optimized despite lacking the ability to have net flux. The unconstrained simulation possesses a maximal objective value, while the RevBin-constrained simulation possesses an objective value of zero. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Unconstrained simulation" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'EX_cpd00071_e0': 1000,\n", - " 'EX_cpd00067_e0': 1000,\n", - " 'EX_cpd00009_e0': 1000,\n", - " 'EX_cpd00007_e0': 1000,\n", - " 'EX_cpd00020_e0': 1000,\n", - " 'EX_cpd00027_e0': 1000,\n", - " 'EX_cpd00221_e0': 1000,\n", - " 'EX_cpd00053_e0': 1000,\n", - " 'EX_cpd00011_e0': 1000,\n", - " 'EX_cpd00130_e0': 1000,\n", - " 'EX_cpd00001_e0': 1000,\n", - " 'EX_cpd00047_e0': 1000,\n", - " 'EX_cpd00013_e0': 1000,\n", - " 'EX_cpd00023_e0': 1000,\n", - " 'EX_cpd00082_e0': 1000,\n", - " 'EX_cpd00106_e0': 1000,\n", - " 'EX_cpd00036_e0': 1000,\n", - " 'EX_cpd00024_e0': 1000,\n", - " 'EX_cpd00029_e0': 1000}" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "

Objective

1.0 rxn08427_c0 = 0.0

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", - "\n", - "with model:\n", - " ethanol = 'EX_cpd00363_e0'\n", - " # block ethanol exchange\n", - " medium = model.medium\n", - " medium[ethanol] = 0\n", - " model.medium = medium\n", - " display(model.medium)\n", - " \n", - " # set the objective function\n", - " model.objective = model.problem.Objective(model.reactions.rxn08427_c0.flux_expression,\n", - " direction='max') \n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## RevBin-constrained simulation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Constrain and execute the model" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'EX_cpd00071_e0': 1000,\n", - " 'EX_cpd00067_e0': 1000,\n", - " 'EX_cpd00009_e0': 1000,\n", - " 'EX_cpd00007_e0': 1000,\n", - " 'EX_cpd00020_e0': 1000,\n", - " 'EX_cpd00027_e0': 1000,\n", - " 'EX_cpd00221_e0': 1000,\n", - " 'EX_cpd00053_e0': 1000,\n", - " 'EX_cpd00011_e0': 1000,\n", - " 'EX_cpd00130_e0': 1000,\n", - " 'EX_cpd00001_e0': 1000,\n", - " 'EX_cpd00047_e0': 1000,\n", - " 'EX_cpd00013_e0': 1000,\n", - " 'EX_cpd00023_e0': 1000,\n", - " 'EX_cpd00082_e0': 1000,\n", - " 'EX_cpd00106_e0': 1000,\n", - " 'EX_cpd00036_e0': 1000,\n", - " 'EX_cpd00024_e0': 1000,\n", - " 'EX_cpd00029_e0': 1000}" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "

Objective

1.0 rxn08427_c0 = 0.0

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from modelseedpy.fbapkg import revbinpkg\n", - "\n", - "# apply the RevBin constraints \n", - "revbin = revbinpkg.RevBinPkg(model)\n", - "revbin.build_package()\n", - "\n", - "with model:\n", - " ethanol = 'EX_cpd00363_e0'\n", - " # block ethanol exchange\n", - " medium = model.medium\n", - " medium[ethanol] = 0\n", - " model.medium = medium\n", - " display(model.medium)\n", - " \n", - " # set the objective function #.forward_variable\n", - " model.objective = model.problem.Objective(model.reactions.rxn08427_c0.flux_expression,\n", - " direction='max') \n", - " #model.objective = model.reactions.rxn08427_c0 \n", - " \n", - " # execute the simulation\n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# -----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# SimpleThermo package test" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The SimpleThermo package prevents flux through thermodynamically infeasible reactions. This is exemplified in the following demonstrations. \n", - "\n", - "The first demonstration executes the model in an empty media, which is an infeasible environment for growth. The unconstrained model grows, while the SimpleThermo-constrained model does not grow. \n", - "The second demonstration optimizes the model for an internal loop (FRD7_c0) in the *E. coli* core model. The unconstrained model possesses a maximal objective value, while the SimpleThermo-constrained model possesses an objective value of zero. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Unconstrained simulation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Execute the model in anaerobic conditions" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'EX_cpd00071_e0': 1000,\n", - " 'EX_cpd00067_e0': 1000,\n", - " 'EX_cpd00009_e0': 1000,\n", - " 'EX_cpd00020_e0': 1000,\n", - " 'EX_cpd00027_e0': 1000,\n", - " 'EX_cpd00221_e0': 1000,\n", - " 'EX_cpd00053_e0': 1000,\n", - " 'EX_cpd00011_e0': 1000,\n", - " 'EX_cpd00130_e0': 1000,\n", - " 'EX_cpd00001_e0': 1000,\n", - " 'EX_cpd00047_e0': 1000,\n", - " 'EX_cpd00013_e0': 1000,\n", - " 'EX_cpd00023_e0': 1000,\n", - " 'EX_cpd00082_e0': 1000,\n", - " 'EX_cpd00106_e0': 1000,\n", - " 'EX_cpd00036_e0': 1000,\n", - " 'EX_cpd00363_e0': 1000,\n", - " 'EX_cpd00024_e0': 1000,\n", - " 'EX_cpd00029_e0': 1000}" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "

Objective

1.0 bio1 = 28.65020029793347

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0874.800.00%
cpd00009_e0EX_cpd00009_e0105.400.00%
cpd00020_e0EX_cpd00020_e0798.9323.32%
cpd00023_e0EX_cpd00023_e0350.6517.06%
cpd00027_e0EX_cpd00027_e05.87360.34%
cpd00053_e0EX_cpd00053_e07.32650.36%
cpd00071_e0EX_cpd00071_e01000219.46%
cpd00082_e0EX_cpd00082_e0532.2631.07%
cpd00130_e0EX_cpd00130_e0215.448.39%

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00011_e0EX_cpd00011_e0-1000111.04%
cpd00013_e0EX_cpd00013_e0-20900.00%
cpd00024_e0EX_cpd00024_e0-327518.05%
cpd00029_e0EX_cpd00029_e0-728.4216.08%
cpd00067_e0EX_cpd00067_e0-100000.00%
cpd00221_e0EX_cpd00221_e0-988.6332.74%
cpd00363_e0EX_cpd00363_e0-1000222.08%
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", - "\n", - "with model:\n", - " oxygen = 'EX_cpd00007_e0'\n", - " # edit the model media\n", - " medium = model.medium\n", - " medium[oxygen] = 0\n", - " model.medium = medium\n", - " display(model.medium)\n", - "\n", - " # execute the model\n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Execute the model with internal loop objective" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 FRD7_c0 = 1000.0

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "with model:\n", - " model.objective = model.reactions.FRD7_c0\n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## SimpleThermo-constrained simulation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Constrain the model" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "# ensure that all charges are integers\n", - "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", - "for metabolite in model.metabolites:\n", - " try:\n", - " metabolite.charge = int(metabolite.charge)\n", - " except:\n", - " print(metabolite, metabolite.charge)\n", - " metabolite.charge = None\n", - " \n", - "# apply the simple thermodynamic constraints \n", - "from modelseedpy.fbapkg import simplethermopkg\n", - "stp = simplethermopkg.SimpleThermoPkg(model)\n", - "stp.build_package(stp.parameters)\n", - "\n", - "# export the constrained LP file \n", - "with open('SimpleThermo.lp', 'w') as out:\n", - " out.write(str(model.solver))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Execute the model in anaerobic conditions" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'EX_cpd00071_e0': 1000,\n", - " 'EX_cpd00067_e0': 1000,\n", - " 'EX_cpd00009_e0': 1000,\n", - " 'EX_cpd00020_e0': 1000,\n", - " 'EX_cpd00027_e0': 1000,\n", - " 'EX_cpd00221_e0': 1000,\n", - " 'EX_cpd00053_e0': 1000,\n", - " 'EX_cpd00011_e0': 1000,\n", - " 'EX_cpd00130_e0': 1000,\n", - " 'EX_cpd00001_e0': 1000,\n", - " 'EX_cpd00047_e0': 1000,\n", - " 'EX_cpd00013_e0': 1000,\n", - " 'EX_cpd00023_e0': 1000,\n", - " 'EX_cpd00082_e0': 1000,\n", - " 'EX_cpd00106_e0': 1000,\n", - " 'EX_cpd00036_e0': 1000,\n", - " 'EX_cpd00363_e0': 1000,\n", - " 'EX_cpd00024_e0': 1000,\n", - " 'EX_cpd00029_e0': 1000}" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "

Objective

nan Expression = nan

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "with model:\n", - " oxygen = 'EX_cpd00007_e0'\n", - " # edit the model media\n", - " medium = model.medium\n", - " medium[oxygen] = 0\n", - " model.medium = medium\n", - " display(model.medium)\n", - "\n", - " # execute the model\n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Execute the model with internal loop objective" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 FRD7_c0 = 0.0

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "with model:\n", - " # execute the simulation\n", - " model.objective = model.reactions.FRD7_c0\n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# -----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# FullThermo package test" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The FullThermo package prevents flux through thermodynamically infeasible reactions, with greater specificity than the SimpleThermo package. This functionality is exemplified with a set of simulation conditions that appropriately grow in the unconstrained model yet prevent growth in the constrained model. These conditions presumably create a thermodynamically infeasible problem that prevents the constrained model yet allows the unconstrained model to grow. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Unconstrained simulation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## RevBin test" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'EX_cpd00071_e0': 1000,\n", - " 'EX_cpd00067_e0': 1000,\n", - " 'EX_cpd00009_e0': 1000,\n", - " 'EX_cpd00007_e0': 1000,\n", - " 'EX_cpd00020_e0': 1000,\n", - " 'EX_cpd00027_e0': 1000,\n", - " 'EX_cpd00221_e0': 1000,\n", - " 'EX_cpd00053_e0': 1000,\n", - " 'EX_cpd00011_e0': 1000,\n", - " 'EX_cpd00130_e0': 1000,\n", - " 'EX_cpd00001_e0': 1000,\n", - " 'EX_cpd00047_e0': 1000,\n", - " 'EX_cpd00013_e0': 1000,\n", - " 'EX_cpd00023_e0': 1000,\n", - " 'EX_cpd00082_e0': 1000,\n", - " 'EX_cpd00106_e0': 1000,\n", - " 'EX_cpd00036_e0': 1000,\n", - " 'EX_cpd00024_e0': 1000,\n", - " 'EX_cpd00029_e0': 1000}" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "

Objective

1.0 rxn08427_c0 = 0.0

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", - "\n", - "with model:\n", - " ethanol = 'EX_cpd00363_e0'\n", - " # block ethanol exchange\n", - " medium = model.medium\n", - " medium[ethanol] = 0\n", - " model.medium = medium\n", - " display(model.medium)\n", - " \n", - " # set the objective function\n", - " model.objective = model.problem.Objective(model.reactions.rxn08427_c0.flux_expression,\n", - " direction='max') \n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## SimpleThermo tests" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Execute the model with an optimized internal flux" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 FRD7_c0 = 1000.0

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", - "with model:\n", - " model.objective = model.reactions.FRD7_c0\n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Execute the model in anaerobic conditions" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'EX_cpd00071_e0': 1000,\n", - " 'EX_cpd00067_e0': 1000,\n", - " 'EX_cpd00009_e0': 1000,\n", - " 'EX_cpd00020_e0': 1000,\n", - " 'EX_cpd00027_e0': 1000,\n", - " 'EX_cpd00221_e0': 1000,\n", - " 'EX_cpd00053_e0': 1000,\n", - " 'EX_cpd00011_e0': 1000,\n", - " 'EX_cpd00130_e0': 1000,\n", - " 'EX_cpd00001_e0': 1000,\n", - " 'EX_cpd00047_e0': 1000,\n", - " 'EX_cpd00013_e0': 1000,\n", - " 'EX_cpd00023_e0': 1000,\n", - " 'EX_cpd00082_e0': 1000,\n", - " 'EX_cpd00106_e0': 1000,\n", - " 'EX_cpd00036_e0': 1000,\n", - " 'EX_cpd00363_e0': 1000,\n", - " 'EX_cpd00024_e0': 1000,\n", - " 'EX_cpd00029_e0': 1000}" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "

Objective

1.0 bio1 = 28.650200297933463

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e090.2800.00%
cpd00009_e0EX_cpd00009_e0105.400.00%
cpd00020_e0EX_cpd00020_e014.3930.39%
cpd00023_e0EX_cpd00023_e0350.6515.85%
cpd00027_e0EX_cpd00027_e05.87360.32%
cpd00053_e0EX_cpd00053_e07.32650.33%
cpd00071_e0EX_cpd00071_e01000218.08%
cpd00082_e0EX_cpd00082_e0532.2628.87%
cpd00130_e0EX_cpd00130_e01000436.16%

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00011_e0EX_cpd00011_e0-1000110.16%
cpd00013_e0EX_cpd00013_e0-20900.00%
cpd00024_e0EX_cpd00024_e0-327516.61%
cpd00029_e0EX_cpd00029_e0-728.4214.80%
cpd00036_e0EX_cpd00036_e0-784.6431.89%
cpd00067_e0EX_cpd00067_e0-100000.00%
cpd00221_e0EX_cpd00221_e0-20436.22%
cpd00363_e0EX_cpd00363_e0-1000220.32%
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "with model:\n", - " oxygen = 'EX_cpd00007_e0'\n", - " # edit the model media\n", - " medium = model.medium\n", - " medium[oxygen] = 0\n", - " model.medium = medium\n", - " display(model.medium)\n", - "\n", - " # execute the model\n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## FullThermo-constrained simulation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Constrain the model" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [ - "from modelseedpy.fbapkg import fullthermopkg\n", - "\n", - "# implement FullThermo with dgbin constraints\n", - "ftp = fullthermopkg.FullThermoPkg(model)\n", - "ftp.build_package({'modelseed_path':modelseed_db_path})\n", - "\n", - "# export the constrained LP file \n", - "with open('FullThermo.lp', 'w') as out:\n", - " out.write(str(model.solver))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Repeated RevBin test" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'EX_cpd00071_e0': 1000,\n", - " 'EX_cpd00067_e0': 1000,\n", - " 'EX_cpd00009_e0': 1000,\n", - " 'EX_cpd00007_e0': 1000,\n", - " 'EX_cpd00020_e0': 1000,\n", - " 'EX_cpd00027_e0': 1000,\n", - " 'EX_cpd00221_e0': 1000,\n", - " 'EX_cpd00053_e0': 1000,\n", - " 'EX_cpd00011_e0': 1000,\n", - " 'EX_cpd00130_e0': 1000,\n", - " 'EX_cpd00001_e0': 1000,\n", - " 'EX_cpd00047_e0': 1000,\n", - " 'EX_cpd00013_e0': 1000,\n", - " 'EX_cpd00023_e0': 1000,\n", - " 'EX_cpd00082_e0': 1000,\n", - " 'EX_cpd00106_e0': 1000,\n", - " 'EX_cpd00036_e0': 1000,\n", - " 'EX_cpd00024_e0': 1000,\n", - " 'EX_cpd00029_e0': 1000}" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "

Objective

1.0 rxn08427_c0 = 0.0

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "with model:\n", - " ethanol = 'EX_cpd00363_e0'\n", - " # block ethanol exchange\n", - " medium = model.medium\n", - " medium[ethanol] = 0\n", - " model.medium = medium\n", - " display(model.medium)\n", - " \n", - " # set the objective function\n", - " model.objective = model.problem.Objective(model.reactions.rxn08427_c0.flux_expression,\n", - " direction='max') \n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Repeated SimpleThermo tests" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Execute the model with an optimized internal flux" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 FRD7_c0 = 0.0

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "with model:\n", - " model.objective = model.reactions.FRD7_c0\n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Execute the constrained model in infeasible media" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{}" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "

Objective

nan Expression = nan

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "with model:\n", - " # define the simulation medium\n", - " medium = model.medium\n", - " medium = {}\n", - " model.medium = medium\n", - " display(model.medium)\n", - " \n", - " # print the results\n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Execute the model in anaerobic conditions" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'EX_cpd00071_e0': 1000,\n", - " 'EX_cpd00067_e0': 1000,\n", - " 'EX_cpd00009_e0': 1000,\n", - " 'EX_cpd00020_e0': 1000,\n", - " 'EX_cpd00027_e0': 1000,\n", - " 'EX_cpd00221_e0': 1000,\n", - " 'EX_cpd00053_e0': 1000,\n", - " 'EX_cpd00011_e0': 1000,\n", - " 'EX_cpd00130_e0': 1000,\n", - " 'EX_cpd00001_e0': 1000,\n", - " 'EX_cpd00047_e0': 1000,\n", - " 'EX_cpd00013_e0': 1000,\n", - " 'EX_cpd00023_e0': 1000,\n", - " 'EX_cpd00082_e0': 1000,\n", - " 'EX_cpd00106_e0': 1000,\n", - " 'EX_cpd00036_e0': 1000,\n", - " 'EX_cpd00363_e0': 1000,\n", - " 'EX_cpd00024_e0': 1000,\n", - " 'EX_cpd00029_e0': 1000}" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "

Objective

nan Expression = nan

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "with model:\n", - " # edit the model medium\n", - " medium = model.medium\n", - " medium['EX_cpd00007_e0'] = 0\n", - " model.medium = medium\n", - " display(model.medium)\n", - "\n", - " # execute the model\n", - " display(model.summary())" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Import the modules " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.8\n" + ] + } + ], + "source": [ + "# import the general modules\n", + "from optlang.symbolics import Zero\n", + "import cobra\n", + "import cplex\n", + "import sys\n", + "\n", + "# import kbase\n", + "import os\n", + "os.environ[\"HOME\"] = 'C:\\\\Users\\\\Andrew Freiburger\\\\Dropbox\\\\My PC (DESKTOP-M302P50)\\\\Documents\\\\UVic Civil Engineering\\\\Internships\\\\Agronne\\\\cobrakbase'\n", + "import cobrakbase\n", + "token = 'JOSNYJGASTV5BGELWQTUSATE4TNHZ66U'\n", + "kbase = cobrakbase.KBaseAPI(token)\n", + "\n", + "# define the example individual model and associated API media package\n", + "#model = kbase.get_from_ws('e_coli_core', 94253)\n", + "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", + "#model = kbase.get_from_ws('E_iAH991V2', 94253)\n", + "model.solver = 'optlang-cplex'\n", + "\n", + "# local ModelSEED database path\n", + "modelseed_db_path = '../../../ModelSEEDDatabase'" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# -----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# RevBin package test" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The RevBin package prevents directional fluxes through reactions that have net zero flux. This is exemplified in the following demonstration, where the forward progression of the reversible ethanol transport reaction (rxn08427_c0) is optimized despite lacking the ability to have net flux. The unconstrained simulation possesses a maximal objective value, while the RevBin-constrained simulation possesses an objective value of zero. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstrained simulation" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'EX_cpd00071_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + " 'EX_cpd00007_e0': 1000,\n", + " 'EX_cpd00020_e0': 1000,\n", + " 'EX_cpd00027_e0': 1000,\n", + " 'EX_cpd00221_e0': 1000,\n", + " 'EX_cpd00053_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00130_e0': 1000,\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00047_e0': 1000,\n", + " 'EX_cpd00013_e0': 1000,\n", + " 'EX_cpd00023_e0': 1000,\n", + " 'EX_cpd00082_e0': 1000,\n", + " 'EX_cpd00106_e0': 1000,\n", + " 'EX_cpd00036_e0': 1000,\n", + " 'EX_cpd00024_e0': 1000,\n", + " 'EX_cpd00029_e0': 1000}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "

Objective

1.0 rxn08427_c0 = 0.0

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", + "\n", + "with model:\n", + " ethanol = 'EX_cpd00363_e0'\n", + " # block ethanol exchange\n", + " medium = model.medium\n", + " medium[ethanol] = 0\n", + " model.medium = medium\n", + " display(model.medium)\n", + " \n", + " # set the objective function\n", + " model.objective = model.problem.Objective(model.reactions.rxn08427_c0.flux_expression,\n", + " direction='max') \n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## RevBin-constrained simulation" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Constrain and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'EX_cpd00071_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + " 'EX_cpd00007_e0': 1000,\n", + " 'EX_cpd00020_e0': 1000,\n", + " 'EX_cpd00027_e0': 1000,\n", + " 'EX_cpd00221_e0': 1000,\n", + " 'EX_cpd00053_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00130_e0': 1000,\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00047_e0': 1000,\n", + " 'EX_cpd00013_e0': 1000,\n", + " 'EX_cpd00023_e0': 1000,\n", + " 'EX_cpd00082_e0': 1000,\n", + " 'EX_cpd00106_e0': 1000,\n", + " 'EX_cpd00036_e0': 1000,\n", + " 'EX_cpd00024_e0': 1000,\n", + " 'EX_cpd00029_e0': 1000}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "

Objective

1.0 rxn08427_c0 = 0.0

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from modelseedpy.fbapkg import revbinpkg\n", + "\n", + "# apply the RevBin constraints \n", + "revbin = revbinpkg.RevBinPkg(model)\n", + "revbin.build_package()\n", + "\n", + "with model:\n", + " ethanol = 'EX_cpd00363_e0'\n", + " # block ethanol exchange\n", + " medium = model.medium\n", + " medium[ethanol] = 0\n", + " model.medium = medium\n", + " display(model.medium)\n", + " \n", + " # set the objective function #.forward_variable\n", + " model.objective = model.problem.Objective(model.reactions.rxn08427_c0.flux_expression,\n", + " direction='max') \n", + " #model.objective = model.reactions.rxn08427_c0 \n", + " \n", + " # execute the simulation\n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# -----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# SimpleThermo package test" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The SimpleThermo package prevents flux through thermodynamically infeasible reactions. This is exemplified in the following demonstrations. \n", + "\n", + "The first demonstration executes the model in an empty media, which is an infeasible environment for growth. The unconstrained model grows, while the SimpleThermo-constrained model does not grow. \n", + "The second demonstration optimizes the model for an internal loop (FRD7_c0) in the *E. coli* core model. The unconstrained model possesses a maximal objective value, while the SimpleThermo-constrained model possesses an objective value of zero. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstrained simulation" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Execute the model in anaerobic conditions" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'EX_cpd00071_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + " 'EX_cpd00020_e0': 1000,\n", + " 'EX_cpd00027_e0': 1000,\n", + " 'EX_cpd00221_e0': 1000,\n", + " 'EX_cpd00053_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00130_e0': 1000,\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00047_e0': 1000,\n", + " 'EX_cpd00013_e0': 1000,\n", + " 'EX_cpd00023_e0': 1000,\n", + " 'EX_cpd00082_e0': 1000,\n", + " 'EX_cpd00106_e0': 1000,\n", + " 'EX_cpd00036_e0': 1000,\n", + " 'EX_cpd00363_e0': 1000,\n", + " 'EX_cpd00024_e0': 1000,\n", + " 'EX_cpd00029_e0': 1000}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 28.65020029793347

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0874.800.00%
cpd00009_e0EX_cpd00009_e0105.400.00%
cpd00020_e0EX_cpd00020_e0798.9323.32%
cpd00023_e0EX_cpd00023_e0350.6517.06%
cpd00027_e0EX_cpd00027_e05.87360.34%
cpd00053_e0EX_cpd00053_e07.32650.36%
cpd00071_e0EX_cpd00071_e01000219.46%
cpd00082_e0EX_cpd00082_e0532.2631.07%
cpd00130_e0EX_cpd00130_e0215.448.39%

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00011_e0EX_cpd00011_e0-1000111.04%
cpd00013_e0EX_cpd00013_e0-20900.00%
cpd00024_e0EX_cpd00024_e0-327518.05%
cpd00029_e0EX_cpd00029_e0-728.4216.08%
cpd00067_e0EX_cpd00067_e0-100000.00%
cpd00221_e0EX_cpd00221_e0-988.6332.74%
cpd00363_e0EX_cpd00363_e0-1000222.08%
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", + "\n", + "with model:\n", + " oxygen = 'EX_cpd00007_e0'\n", + " # edit the model media\n", + " medium = model.medium\n", + " medium[oxygen] = 0\n", + " model.medium = medium\n", + " display(model.medium)\n", + "\n", + " # execute the model\n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Execute the model with internal loop objective" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 FRD7_c0 = 1000.0

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with model:\n", + " model.objective = model.reactions.FRD7_c0\n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## SimpleThermo-constrained simulation" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Constrain the model" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "# ensure that all charges are integers\n", + "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", + "for metabolite in model.metabolites:\n", + " try:\n", + " metabolite.charge = int(metabolite.charge)\n", + " except:\n", + " print(metabolite, metabolite.charge)\n", + " metabolite.charge = None\n", + " \n", + "# apply the simple thermodynamic constraints \n", + "from modelseedpy.fbapkg import simplethermopkg\n", + "stp = simplethermopkg.SimpleThermoPkg(model)\n", + "stp.build_package(stp.parameters)\n", + "\n", + "# export the constrained LP file \n", + "with open('SimpleThermo.lp', 'w') as out:\n", + " out.write(str(model.solver))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Execute the model in anaerobic conditions" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'EX_cpd00071_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + " 'EX_cpd00020_e0': 1000,\n", + " 'EX_cpd00027_e0': 1000,\n", + " 'EX_cpd00221_e0': 1000,\n", + " 'EX_cpd00053_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00130_e0': 1000,\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00047_e0': 1000,\n", + " 'EX_cpd00013_e0': 1000,\n", + " 'EX_cpd00023_e0': 1000,\n", + " 'EX_cpd00082_e0': 1000,\n", + " 'EX_cpd00106_e0': 1000,\n", + " 'EX_cpd00036_e0': 1000,\n", + " 'EX_cpd00363_e0': 1000,\n", + " 'EX_cpd00024_e0': 1000,\n", + " 'EX_cpd00029_e0': 1000}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "

Objective

nan Expression = nan

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with model:\n", + " oxygen = 'EX_cpd00007_e0'\n", + " # edit the model media\n", + " medium = model.medium\n", + " medium[oxygen] = 0\n", + " model.medium = medium\n", + " display(model.medium)\n", + "\n", + " # execute the model\n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Execute the model with internal loop objective" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 FRD7_c0 = 0.0

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with model:\n", + " # execute the simulation\n", + " model.objective = model.reactions.FRD7_c0\n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# -----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# FullThermo package test" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The FullThermo package prevents flux through thermodynamically infeasible reactions, with greater specificity than the SimpleThermo package. This functionality is exemplified with a set of simulation conditions that appropriately grow in the unconstrained model yet prevent growth in the constrained model. These conditions presumably create a thermodynamically infeasible problem that prevents the constrained model yet allows the unconstrained model to grow. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstrained simulation" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## RevBin test" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'EX_cpd00071_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + " 'EX_cpd00007_e0': 1000,\n", + " 'EX_cpd00020_e0': 1000,\n", + " 'EX_cpd00027_e0': 1000,\n", + " 'EX_cpd00221_e0': 1000,\n", + " 'EX_cpd00053_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00130_e0': 1000,\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00047_e0': 1000,\n", + " 'EX_cpd00013_e0': 1000,\n", + " 'EX_cpd00023_e0': 1000,\n", + " 'EX_cpd00082_e0': 1000,\n", + " 'EX_cpd00106_e0': 1000,\n", + " 'EX_cpd00036_e0': 1000,\n", + " 'EX_cpd00024_e0': 1000,\n", + " 'EX_cpd00029_e0': 1000}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "

Objective

1.0 rxn08427_c0 = 0.0

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", + "\n", + "with model:\n", + " ethanol = 'EX_cpd00363_e0'\n", + " # block ethanol exchange\n", + " medium = model.medium\n", + " medium[ethanol] = 0\n", + " model.medium = medium\n", + " display(model.medium)\n", + " \n", + " # set the objective function\n", + " model.objective = model.problem.Objective(model.reactions.rxn08427_c0.flux_expression,\n", + " direction='max') \n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## SimpleThermo tests" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Execute the model with an optimized internal flux" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 FRD7_c0 = 1000.0

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", + "with model:\n", + " model.objective = model.reactions.FRD7_c0\n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Execute the model in anaerobic conditions" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'EX_cpd00071_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + " 'EX_cpd00020_e0': 1000,\n", + " 'EX_cpd00027_e0': 1000,\n", + " 'EX_cpd00221_e0': 1000,\n", + " 'EX_cpd00053_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00130_e0': 1000,\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00047_e0': 1000,\n", + " 'EX_cpd00013_e0': 1000,\n", + " 'EX_cpd00023_e0': 1000,\n", + " 'EX_cpd00082_e0': 1000,\n", + " 'EX_cpd00106_e0': 1000,\n", + " 'EX_cpd00036_e0': 1000,\n", + " 'EX_cpd00363_e0': 1000,\n", + " 'EX_cpd00024_e0': 1000,\n", + " 'EX_cpd00029_e0': 1000}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 28.650200297933463

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e090.2800.00%
cpd00009_e0EX_cpd00009_e0105.400.00%
cpd00020_e0EX_cpd00020_e014.3930.39%
cpd00023_e0EX_cpd00023_e0350.6515.85%
cpd00027_e0EX_cpd00027_e05.87360.32%
cpd00053_e0EX_cpd00053_e07.32650.33%
cpd00071_e0EX_cpd00071_e01000218.08%
cpd00082_e0EX_cpd00082_e0532.2628.87%
cpd00130_e0EX_cpd00130_e01000436.16%

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00011_e0EX_cpd00011_e0-1000110.16%
cpd00013_e0EX_cpd00013_e0-20900.00%
cpd00024_e0EX_cpd00024_e0-327516.61%
cpd00029_e0EX_cpd00029_e0-728.4214.80%
cpd00036_e0EX_cpd00036_e0-784.6431.89%
cpd00067_e0EX_cpd00067_e0-100000.00%
cpd00221_e0EX_cpd00221_e0-20436.22%
cpd00363_e0EX_cpd00363_e0-1000220.32%
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with model:\n", + " oxygen = 'EX_cpd00007_e0'\n", + " # edit the model media\n", + " medium = model.medium\n", + " medium[oxygen] = 0\n", + " model.medium = medium\n", + " display(model.medium)\n", + "\n", + " # execute the model\n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## FullThermo-constrained simulation" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Constrain the model" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "from modelseedpy.fbapkg import fullthermopkg\n", + "\n", + "# implement FullThermo with dgbin constraints\n", + "ftp = fullthermopkg.FullThermoPkg(model)\n", + "ftp.build_package({'modelseed_path':modelseed_db_path})\n", + "\n", + "# export the constrained LP file \n", + "with open('FullThermo.lp', 'w') as out:\n", + " out.write(str(model.solver))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Repeated RevBin test" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'EX_cpd00071_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + " 'EX_cpd00007_e0': 1000,\n", + " 'EX_cpd00020_e0': 1000,\n", + " 'EX_cpd00027_e0': 1000,\n", + " 'EX_cpd00221_e0': 1000,\n", + " 'EX_cpd00053_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00130_e0': 1000,\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00047_e0': 1000,\n", + " 'EX_cpd00013_e0': 1000,\n", + " 'EX_cpd00023_e0': 1000,\n", + " 'EX_cpd00082_e0': 1000,\n", + " 'EX_cpd00106_e0': 1000,\n", + " 'EX_cpd00036_e0': 1000,\n", + " 'EX_cpd00024_e0': 1000,\n", + " 'EX_cpd00029_e0': 1000}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "

Objective

1.0 rxn08427_c0 = 0.0

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with model:\n", + " ethanol = 'EX_cpd00363_e0'\n", + " # block ethanol exchange\n", + " medium = model.medium\n", + " medium[ethanol] = 0\n", + " model.medium = medium\n", + " display(model.medium)\n", + " \n", + " # set the objective function\n", + " model.objective = model.problem.Objective(model.reactions.rxn08427_c0.flux_expression,\n", + " direction='max') \n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Repeated SimpleThermo tests" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Execute the model with an optimized internal flux" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 FRD7_c0 = 0.0

Uptake

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MetaboliteReactionFluxC-NumberC-Flux

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with model:\n", + " model.objective = model.reactions.FRD7_c0\n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Execute the constrained model in infeasible media" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "

Objective

nan Expression = nan

Uptake

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MetaboliteReactionFluxC-NumberC-Flux

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with model:\n", + " # define the simulation medium\n", + " medium = model.medium\n", + " medium = {}\n", + " model.medium = medium\n", + " display(model.medium)\n", + " \n", + " # print the results\n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Execute the model in anaerobic conditions" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'EX_cpd00071_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + " 'EX_cpd00020_e0': 1000,\n", + " 'EX_cpd00027_e0': 1000,\n", + " 'EX_cpd00221_e0': 1000,\n", + " 'EX_cpd00053_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00130_e0': 1000,\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00047_e0': 1000,\n", + " 'EX_cpd00013_e0': 1000,\n", + " 'EX_cpd00023_e0': 1000,\n", + " 'EX_cpd00082_e0': 1000,\n", + " 'EX_cpd00106_e0': 1000,\n", + " 'EX_cpd00036_e0': 1000,\n", + " 'EX_cpd00363_e0': 1000,\n", + " 'EX_cpd00024_e0': 1000,\n", + " 'EX_cpd00029_e0': 1000}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "

Objective

nan Expression = nan

Uptake

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MetaboliteReactionFluxC-NumberC-Flux

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with model:\n", + " # edit the model medium\n", + " medium = model.medium\n", + " medium['EX_cpd00007_e0'] = 0\n", + " model.medium = medium\n", + " display(model.medium)\n", + "\n", + " # execute the model\n", + " display(model.summary())" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Flux Analysis/FlexibleBiomass.ipynb b/examples/Flux Analysis/FlexibleBiomass.ipynb index e94d608a..2dc13746 100644 --- a/examples/Flux Analysis/FlexibleBiomass.ipynb +++ b/examples/Flux Analysis/FlexibleBiomass.ipynb @@ -1,435 +1,428 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "import cobra\n", - "from cobra import Model, Reaction, Metabolite\n", - "import pandas as pd\n", - "import cplex\n", - "import optlang\n", - "import math\n", - "import json\n", - "import sys\n", - "from cobra.flux_analysis.parsimonious import pfba\n", - "import cobrakbase\n", - "sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", - "#import modelseedpy.fbapkg\n", - "from modelseedpy import FlexibleBiomassPkg, ElementUptakePkg, KBaseMediaPkg\n" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "rna:cpd00052_c0:480.13250600000003:-12.483445156:-0.026\n", - "rna:cpd00038_c0:520.156606:-26.007516912:-0.026\n", - "rna:cpd00062_c0:481.117266:-38.997683093999996:-0.027\n", - "rna:cpd00012_x0:174.951264:-25.176533237999994:0.079\n", - "rna:cpd00001_d1:18.01528:-23.753326117999993:0.079\n", - "dna:cpd00115_c0:488.157806:-14.644734179999999:-0.03\n", - "dna:cpd00356_c0:464.133106:-26.712194935999996:-0.026\n", - "dna:cpd00241_c0:504.157206:-39.820282291999995:-0.026\n", - "dna:cpd00357_c0:479.144446:-54.194615672:-0.03\n", - "dna:cpd00012_x0:174.951264:-34.600074104:0.11199999999999999\n", - "dna:cpd00001_d1:18.01528:-32.582362744:0.11199999999999999\n", - "protein:cpd00023_c0:146.12132:-18.9957716:-0.13\n", - "protein:cpd00033_c0:75.0666:-30.2557616:-0.15\n", - "protein:cpd00035_c0:89.09318:-44.59976358:-0.161\n", - "protein:cpd00039_c0:147.1955:-58.730531580000005:-0.096\n", - "protein:cpd00041_c0:132.09474:-71.6758161:-0.098\n", - "protein:cpd00051_c0:175.2089:-90.94879510000001:-0.11\n", - "protein:cpd00053_c0:146.1445:-101.32505460000002:-0.071\n", - "protein:cpd00054_c0:105.09258:-111.83431260000002:-0.1\n", - "protein:cpd00060_c0:149.21134:-119.14566826000002:-0.049\n", - "protein:cpd00065_c0:204.22518:-124.04707258000002:-0.024\n", - "protein:cpd00066_c0:165.18913999999998:-136.27106894000002:-0.074\n", - "protein:cpd00069_c0:181.18854:-145.14930740000003:-0.049\n", - "protein:cpd00084_c0:121.15818:-148.66289462000003:-0.029\n", - "protein:cpd00107_c0:131.17291999999998:-171.22463686000003:-0.172\n", - "protein:cpd00119_c0:155.15456:-177.12051014000002:-0.038\n", - "protein:cpd00129_c0:115.13046:-188.1730343:-0.096\n", - "protein:cpd00132_c0:132.11792:-195.57163782:-0.056\n", - "protein:cpd00156_c0:117.14634:-210.44922300000002:-0.127\n", - "protein:cpd00161_c0:119.11916:-221.88466236000002:-0.096\n", - "protein:cpd00322_c0:131.17291999999998:-232.77201472000002:-0.083\n", - "protein:cpd00001_d1:18.01528:-200.18237320000003:1.809\n", - "energy:cpd00008_c0:425.18524399999995:12755.557319999998:30\n", - "energy:cpd00001_d1:18.01528:12215.098919999999:-30\n", - "energy:cpd00002_d1:504.157206:-2909.617260000001:-30\n", - "energy:cpd00009_d1:95.97930199999999:-30.238200000001143:30\n", - "energy:cpd00067_d1:1.00794:-1.1404210908949608e-12:30\n" - ] - }, - { - "data": { - "text/html": [ - "
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IN_FLUXESOUT_FLUXESOBJECTIVES
IDFLUXIDFLUXIDFLUX
0cpd00076_e05.000000cpd00001_e08.212613bio13.142214
1cpd00013_e03.199010cpd00067_e04.180729NaNNaN
2cpd19001_c02.356661cpd11416_c03.142214NaNNaN
3cpd00014_c01.805202cpd00007_e02.685331NaNNaN
4cpd00205_e01.688155cpd00163_c01.602566NaNNaN
5cpd00009_e01.388617cpd00205_c00.723495NaNNaN
6cpd00604_c01.296163cpd00099_c00.494899NaNNaN
7cpd00099_e01.154764cpd00080_c00.306366NaNNaN
8cpd00214_c00.775341cpd00012_x00.263946NaNNaN
9cpd30321_c00.535198NaNNaNNaNNaN
10cpd11632_e00.319930NaNNaNNaNNaN
11cpd00048_e00.247965NaNNaNNaNNaN
12cpd00331_c00.202673NaNNaNNaNNaN
13cpd01059_c00.179106NaNNaNNaNNaN
14cpd00032_c00.178399NaNNaNNaNNaN
15cpd00159_c00.091910NaNNaNNaNNaN
16cpd16443_c00.088846NaNNaNNaNNaN
17cpd00130_c00.087196NaNNaNNaNNaN
\n", - "
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "kbase_api = cobrakbase.KBaseAPI(token = \"5YAOMNFB7XOEKBKHRHJB4AIZSQ2EJGA5\")\n", - "\n", - "model = kbase_api.get_from_ws(\"C4_Calvin_Zmays_Model\",25427)\n", - "#model = kbase_api.get_from_ws(\"E_iML1515.kb\",40576)\n", - "model.solver = 'optlang-cplex'\n", - "\n", - "#Applying uptake limit to total carbon uptake by model\n", - "eup = ElementUptakePkg(model)\n", - "eup.build_package({\"C\":60})\n", - "#Applying constraints based on KBase media\n", - "#media = kbase_api.get_from_ws(\"Btheta_Ecoli_minimal_media\",40576)\n", - "kmp = KBaseMediaPkg(model)\n", - "#kmp.build_package(media)\n", - "kmp.build_package(None)\n", - "#Applying flexible biomass constraints\n", - "fbp = FlexibleBiomassPkg(model)\n", - "fbp.build_package({\"bio_rxn_id\":\"bio1\",\"use_rna_class\":[-0.75,0.75],\n", - " \"use_dna_class\":[-0.75,0.75],\n", - " \"use_protein_class\":[-0.1052,-0.1052],\n", - " \"use_energy_class\":[-0.1,0.1]})\n", - "#Setting the objective to biomass\n", - "biomass_objective = model.problem.Objective(\n", - " 1 * model.reactions.bio1.flux_expression,\n", - " direction='max')\n", - "model.objective = biomass_objective\n", - "#Printing LP file\n", - "with open('FlexibleBiomass.lp', 'w') as out:\n", - " out.write(str(model.solver))\n", - "#Solving\n", - "sol=model.optimize()\n", - "model.summary()" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "FLEX_cpd00201_c0:-3.450255666989782e-05\n", - "FLEX_cpd24604_c0:-4.022719611736966e-06\n", - "FLEX_cpd03445_c0:-3.450255666989782e-05\n", - "FLEX_cpd24682_c0:-4.022719611736965e-05\n", - "FLEX_cpd00035_c0:0.0794779544089827\n", - "FLEX_cpd00017_c0:-3.450255666989782e-05\n", - "FLEX_cpd00051_c0:-0.04576493382288079\n", - "FLEX_cpd00132_c0:0.03729602600027901\n", - "FLEX_cpd00041_c0:0.03729602600027901\n", - "FLEX_cpd00104_c0:-3.0943997013361277e-07\n", - "FLEX_cpd00063_c0:0.0008053175222727272\n", - "FLEX_cpd00099_c0:0.0008053175222727272\n", - "FLEX_cpd00010_c0:-8.911871139848047e-05\n", - "FLEX_cpd00149_c0:3.86799962667016e-06\n", - "FLEX_cpd00052_c0:0.020656355766299185\n", - "FLEX_cpd00058_c0:0.00010969646941236572\n", - "FLEX_cpd00084_c0:-0.014169256232418128\n", - "FLEX_cpd00115_c0:-0.0040484031292580555\n", - "FLEX_cpd00356_c0:0.004180069836549908\n", - "FLEX_cpd00241_c0:-0.004180069836549908\n", - "FLEX_cpd00015_c0:-3.450255666989782e-05\n", - "FLEX_cpd10515_c0:0.0010389446997236048\n", - "FLEX_cpd10516_c0:0.0012080536434016242\n", - "FLEX_cpd00053_c0:0.040716111270180766\n", - "FLEX_cpd00023_c0:0.040716111270180766\n", - "FLEX_cpd00033_c0:-0.09478734221135812\n", - "FLEX_cpd00038_c0:-0.023642791862056332\n", - "FLEX_cpd00119_c0:-0.014657861945259103\n", - "FLEX_cpd00322_c0:-0.044950642541474184\n", - "FLEX_cpd00205_c0:0.030200258045145142\n", - "FLEX_cpd03586_e0:0.003010232029459785\n", - "FLEX_cpd00107_c0:0.06970614959213335\n", - "FLEX_cpd00039_c0:0.05309386479551034\n", - "FLEX_cpd00060_c0:-0.023778295624977203\n", - "FLEX_cpd00254_c0:0.0013421958704545453\n", - "FLEX_cpd00125_c0:-3.450255666989782e-05\n", - "FLEX_cpd00030_c0:0.00010691150968116322\n", - "FLEX_cpd11574_c0:1.0830398954676446e-06\n", - "FLEX_cpd15514_p0:-0.0021496794725182075\n", - "FLEX_cpd00003_c0:-0.00028329229265732246\n", - "FLEX_cpd00006_c0:-6.915983332486246e-05\n", - "FLEX_cpd00013_c0:0.0020133711656743518\n", - "FLEX_cpd00244_c0:4.997455517657846e-05\n", - "FLEX_cpd15531_p0:0.009873301127053181\n", - "FLEX_cpd15532_p0:0.011637108956814775\n", - "FLEX_cpd00066_c0:-0.028664198033401884\n", - "FLEX_cpd00028_c0:-3.450255666989782e-05\n", - "FLEX_cpd00129_c0:-0.03420162629894288\n", - "FLEX_cpd00016_c0:3.450255666989782e-05\n", - "FLEX_cpd00220_c0:-3.450255666989782e-05\n", - "FLEX_cpd00054_c0:0.03338733501753628\n", - "FLEX_cpd00557_c0:-3.450255666989782e-05\n", - "FLEX_cpd00048_c0:0.000671175295219806\n", - "FLEX_cpd00078_c0:-1.5162558536547025e-05\n", - "FLEX_cpd00087_c0:-3.450255666989782e-05\n", - "FLEX_cpd00056_c0:-3.450255666989782e-05\n", - "FLEX_cpd00161_c0:-0.018206546111615842\n", - "FLEX_cpd00065_c0:-0.008794748111152474\n", - "FLEX_cpd00069_c0:-0.02133526706077233\n", - "FLEX_cpd25775_c0:-8.509599178674351e-06\n", - "FLEX_cpd00034_c0:5.275951490778098e-05\n", - "rna_flex:-0.15471998506680637\n", - "dna_flex:0.010314665671120425\n", - "protein_flex:0.02475519761068902\n", - "energy_flex:-0.0412586626844817\n" - ] - } - ], - "source": [ - "for reaction in fbp.new_reactions:\n", - " print(reaction+\":\"+str(fbp.new_reactions[reaction].forward_variable.primal-fbp.new_reactions[reaction].reverse_variable.primal))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.6" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# FlexibleBiommassPkg example" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "import cobra\n", + "from cobra import Model, Reaction, Metabolite\n", + "import pandas as pd\n", + "import cplex\n", + "import optlang\n", + "import math\n", + "import json\n", + "import sys\n", + "from cobra.flux_analysis.parsimonious import pfba\n", + "import cobrakbase\n", + "sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", + "#import modelseedpy.fbapkg\n", + "from modelseedpy import FlexibleBiomassPkg, ElementUptakePkg, KBaseMediaPkg\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "rna:cpd00052_c0:480.13250600000003:-12.483445156:-0.026\n", + "rna:cpd00038_c0:520.156606:-26.007516912:-0.026\n", + "rna:cpd00062_c0:481.117266:-38.997683093999996:-0.027\n", + "rna:cpd00012_x0:174.951264:-25.176533237999994:0.079\n", + "rna:cpd00001_d1:18.01528:-23.753326117999993:0.079\n", + "dna:cpd00115_c0:488.157806:-14.644734179999999:-0.03\n", + "dna:cpd00356_c0:464.133106:-26.712194935999996:-0.026\n", + "dna:cpd00241_c0:504.157206:-39.820282291999995:-0.026\n", + "dna:cpd00357_c0:479.144446:-54.194615672:-0.03\n", + "dna:cpd00012_x0:174.951264:-34.600074104:0.11199999999999999\n", + "dna:cpd00001_d1:18.01528:-32.582362744:0.11199999999999999\n", + "protein:cpd00023_c0:146.12132:-18.9957716:-0.13\n", + "protein:cpd00033_c0:75.0666:-30.2557616:-0.15\n", + "protein:cpd00035_c0:89.09318:-44.59976358:-0.161\n", + "protein:cpd00039_c0:147.1955:-58.730531580000005:-0.096\n", + "protein:cpd00041_c0:132.09474:-71.6758161:-0.098\n", + "protein:cpd00051_c0:175.2089:-90.94879510000001:-0.11\n", + "protein:cpd00053_c0:146.1445:-101.32505460000002:-0.071\n", + "protein:cpd00054_c0:105.09258:-111.83431260000002:-0.1\n", + "protein:cpd00060_c0:149.21134:-119.14566826000002:-0.049\n", + "protein:cpd00065_c0:204.22518:-124.04707258000002:-0.024\n", + "protein:cpd00066_c0:165.18913999999998:-136.27106894000002:-0.074\n", + "protein:cpd00069_c0:181.18854:-145.14930740000003:-0.049\n", + "protein:cpd00084_c0:121.15818:-148.66289462000003:-0.029\n", + "protein:cpd00107_c0:131.17291999999998:-171.22463686000003:-0.172\n", + "protein:cpd00119_c0:155.15456:-177.12051014000002:-0.038\n", + "protein:cpd00129_c0:115.13046:-188.1730343:-0.096\n", + "protein:cpd00132_c0:132.11792:-195.57163782:-0.056\n", + "protein:cpd00156_c0:117.14634:-210.44922300000002:-0.127\n", + "protein:cpd00161_c0:119.11916:-221.88466236000002:-0.096\n", + "protein:cpd00322_c0:131.17291999999998:-232.77201472000002:-0.083\n", + "protein:cpd00001_d1:18.01528:-200.18237320000003:1.809\n", + "energy:cpd00008_c0:425.18524399999995:12755.557319999998:30\n", + "energy:cpd00001_d1:18.01528:12215.098919999999:-30\n", + "energy:cpd00002_d1:504.157206:-2909.617260000001:-30\n", + "energy:cpd00009_d1:95.97930199999999:-30.238200000001143:30\n", + "energy:cpd00067_d1:1.00794:-1.1404210908949608e-12:30\n" + ] + }, + { + "data": { + "text/html": [ + "
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IN_FLUXESOUT_FLUXESOBJECTIVES
IDFLUXIDFLUXIDFLUX
0cpd00076_e05.000000cpd00001_e08.212613bio13.142214
1cpd00013_e03.199010cpd00067_e04.180729NaNNaN
2cpd19001_c02.356661cpd11416_c03.142214NaNNaN
3cpd00014_c01.805202cpd00007_e02.685331NaNNaN
4cpd00205_e01.688155cpd00163_c01.602566NaNNaN
5cpd00009_e01.388617cpd00205_c00.723495NaNNaN
6cpd00604_c01.296163cpd00099_c00.494899NaNNaN
7cpd00099_e01.154764cpd00080_c00.306366NaNNaN
8cpd00214_c00.775341cpd00012_x00.263946NaNNaN
9cpd30321_c00.535198NaNNaNNaNNaN
10cpd11632_e00.319930NaNNaNNaNNaN
11cpd00048_e00.247965NaNNaNNaNNaN
12cpd00331_c00.202673NaNNaNNaNNaN
13cpd01059_c00.179106NaNNaNNaNNaN
14cpd00032_c00.178399NaNNaNNaNNaN
15cpd00159_c00.091910NaNNaNNaNNaN
16cpd16443_c00.088846NaNNaNNaNNaN
17cpd00130_c00.087196NaNNaNNaNNaN
\n", + "
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "kbase_api = cobrakbase.KBaseAPI(token = \"5YAOMNFB7XOEKBKHRHJB4AIZSQ2EJGA5\")\n", + "\n", + "model = kbase_api.get_from_ws(\"C4_Calvin_Zmays_Model\",25427)\n", + "#model = kbase_api.get_from_ws(\"E_iML1515.kb\",40576)\n", + "model.solver = 'optlang-cplex'\n", + "\n", + "#Applying uptake limit to total carbon uptake by model\n", + "eup = ElementUptakePkg(model)\n", + "eup.build_package({\"C\":60})\n", + "#Applying constraints based on KBase media\n", + "#media = kbase_api.get_from_ws(\"Btheta_Ecoli_minimal_media\",40576)\n", + "kmp = KBaseMediaPkg(model)\n", + "#kmp.build_package(media)\n", + "kmp.build_package(None)\n", + "#Applying flexible biomass constraints\n", + "fbp = FlexibleBiomassPkg(model)\n", + "fbp.build_package({\"bio_rxn_id\":\"bio1\",\"use_rna_class\":[-0.75,0.75],\n", + " \"use_dna_class\":[-0.75,0.75],\n", + " \"use_protein_class\":[-0.1052,-0.1052],\n", + " \"use_energy_class\":[-0.1,0.1]})\n", + "#Setting the objective to biomass\n", + "biomass_objective = model.problem.Objective(\n", + " 1 * model.reactions.bio1.flux_expression,\n", + " direction='max')\n", + "model.objective = biomass_objective\n", + "#Printing LP file\n", + "with open('FlexibleBiomass.lp', 'w') as out:\n", + " out.write(str(model.solver))\n", + "#Solving\n", + "sol=model.optimize()\n", + "model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "FLEX_cpd00201_c0:-3.450255666989782e-05\n", + "FLEX_cpd24604_c0:-4.022719611736966e-06\n", + "FLEX_cpd03445_c0:-3.450255666989782e-05\n", + "FLEX_cpd24682_c0:-4.022719611736965e-05\n", + "FLEX_cpd00035_c0:0.0794779544089827\n", + "FLEX_cpd00017_c0:-3.450255666989782e-05\n", + "FLEX_cpd00051_c0:-0.04576493382288079\n", + "FLEX_cpd00132_c0:0.03729602600027901\n", + "FLEX_cpd00041_c0:0.03729602600027901\n", + "FLEX_cpd00104_c0:-3.0943997013361277e-07\n", + "FLEX_cpd00063_c0:0.0008053175222727272\n", + "FLEX_cpd00099_c0:0.0008053175222727272\n", + "FLEX_cpd00010_c0:-8.911871139848047e-05\n", + "FLEX_cpd00149_c0:3.86799962667016e-06\n", + "FLEX_cpd00052_c0:0.020656355766299185\n", + "FLEX_cpd00058_c0:0.00010969646941236572\n", + "FLEX_cpd00084_c0:-0.014169256232418128\n", + "FLEX_cpd00115_c0:-0.0040484031292580555\n", + "FLEX_cpd00356_c0:0.004180069836549908\n", + "FLEX_cpd00241_c0:-0.004180069836549908\n", + "FLEX_cpd00015_c0:-3.450255666989782e-05\n", + "FLEX_cpd10515_c0:0.0010389446997236048\n", + "FLEX_cpd10516_c0:0.0012080536434016242\n", + "FLEX_cpd00053_c0:0.040716111270180766\n", + "FLEX_cpd00023_c0:0.040716111270180766\n", + "FLEX_cpd00033_c0:-0.09478734221135812\n", + "FLEX_cpd00038_c0:-0.023642791862056332\n", + "FLEX_cpd00119_c0:-0.014657861945259103\n", + "FLEX_cpd00322_c0:-0.044950642541474184\n", + "FLEX_cpd00205_c0:0.030200258045145142\n", + "FLEX_cpd03586_e0:0.003010232029459785\n", + "FLEX_cpd00107_c0:0.06970614959213335\n", + "FLEX_cpd00039_c0:0.05309386479551034\n", + "FLEX_cpd00060_c0:-0.023778295624977203\n", + "FLEX_cpd00254_c0:0.0013421958704545453\n", + "FLEX_cpd00125_c0:-3.450255666989782e-05\n", + "FLEX_cpd00030_c0:0.00010691150968116322\n", + "FLEX_cpd11574_c0:1.0830398954676446e-06\n", + "FLEX_cpd15514_p0:-0.0021496794725182075\n", + "FLEX_cpd00003_c0:-0.00028329229265732246\n", + "FLEX_cpd00006_c0:-6.915983332486246e-05\n", + "FLEX_cpd00013_c0:0.0020133711656743518\n", + "FLEX_cpd00244_c0:4.997455517657846e-05\n", + "FLEX_cpd15531_p0:0.009873301127053181\n", + "FLEX_cpd15532_p0:0.011637108956814775\n", + "FLEX_cpd00066_c0:-0.028664198033401884\n", + "FLEX_cpd00028_c0:-3.450255666989782e-05\n", + "FLEX_cpd00129_c0:-0.03420162629894288\n", + "FLEX_cpd00016_c0:3.450255666989782e-05\n", + "FLEX_cpd00220_c0:-3.450255666989782e-05\n", + "FLEX_cpd00054_c0:0.03338733501753628\n", + "FLEX_cpd00557_c0:-3.450255666989782e-05\n", + "FLEX_cpd00048_c0:0.000671175295219806\n", + "FLEX_cpd00078_c0:-1.5162558536547025e-05\n", + "FLEX_cpd00087_c0:-3.450255666989782e-05\n", + "FLEX_cpd00056_c0:-3.450255666989782e-05\n", + "FLEX_cpd00161_c0:-0.018206546111615842\n", + "FLEX_cpd00065_c0:-0.008794748111152474\n", + "FLEX_cpd00069_c0:-0.02133526706077233\n", + "FLEX_cpd25775_c0:-8.509599178674351e-06\n", + "FLEX_cpd00034_c0:5.275951490778098e-05\n", + "rna_flex:-0.15471998506680637\n", + "dna_flex:0.010314665671120425\n", + "protein_flex:0.02475519761068902\n", + "energy_flex:-0.0412586626844817\n" + ] + } + ], + "source": [ + "for reaction in fbp.new_reactions:\n", + " print(reaction+\":\"+str(fbp.new_reactions[reaction].forward_variable.primal-fbp.new_reactions[reaction].reverse_variable.primal))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Flux Analysis/Index.ipynb b/examples/Flux Analysis/Index.ipynb index 47fd9a29..2e4efd59 100644 --- a/examples/Flux Analysis/Index.ipynb +++ b/examples/Flux Analysis/Index.ipynb @@ -1,72 +1,57 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "\n", - "![ModelSEEDpy](../images/ms-logo-horizontal.png)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Back to the main [Index](../Index.ipynb)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Flux Analysis" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "This section covers the many flux analysis methods included in modelseedpy" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Examples" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* [Flux Balance Analysis](FBAExampleNotebook.ipynb) Running Flux Balance Analysis\n", - "* [Media Scan](MediaScan.ipynb) Testing Multiple Media\n", - "* [Flexible Biomass](FlexibleBiomass.ipynb) Enables the coefficients on a biomass reaction to vary\n", - "* [Full Thermo](FullThermodynamicsExample.ipynb) Stop thermodynamically infeasible flux\n", - "* [MetaboFBA](MetaboFBAExample.ipynb) Force flux through observed metabolites in metabolomics data" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Flux Analysis" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This section covers the many flux analysis methods included in modelseedpy" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Examples" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* [Flux Balance Analysis](FBAExampleNotebook.ipynb) Running Flux Balance Analysis\n", + "* [Media Scan](MediaScan.ipynb) Testing Multiple Media\n", + "* [Flexible Biomass](FlexibleBiomass.ipynb) Enables the coefficients on a biomass reaction to vary\n", + "* [Full Thermo](FullThermodynamicsExample.ipynb) Stop thermodynamically infeasible flux\n", + "* [MetaboFBA](MetaboFBAExample.ipynb) Force flux through observed metabolites in metabolomics data" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Flux Analysis/MediaScan.ipynb b/examples/Flux Analysis/MediaScan.ipynb index 762128b3..4a509bfe 100644 --- a/examples/Flux Analysis/MediaScan.ipynb +++ b/examples/Flux Analysis/MediaScan.ipynb @@ -1,610 +1,612 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "import cobra\n", - "from cobra.flux_analysis.parsimonious import pfba\n", - "import cobrakbase\n", - "import sys\n", - "sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", - "from modelseedpy import KBaseMediaPkg\n" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Media\tGrowth\n", - "\n", - "Sulfate-L-Arabitol\t0.0\n", - "Sulfate-Cystathionine\t0.0\n", - "Sulfate-N-Acetyl-D-galactosamine\t0.0\n", - "Sulfate-Uridine\t0.0\n", - "Phosphate-Cytidine-2-Monophosphate\t0.0\n", - "Nitrogen-L-Pyroglutamic-Acid\t0.0\n", - "Sulfate-L-Lysine\t0.0\n", - "Sulfate-D-Arabitol\t0.0\n", - "Carbon-L-Malic-Acid\t0.0\n", - "Carbon-D-Psicose\t0.0\n", - "Carbon-N-Acetyl-L-Glutamic-Acid\t0.0\n", - "Nitrogen-Nitrite\t0.0\n", - "Nitrogen-Xanthine\t0.0\n", - "Sulfate-Tyramine\t0.0\n", - "Carbon-Mucic-Acid\t0.0\n", - "Sulfate-Citrate\t0.0\n", - "Sulfate-Maltotriose\t0.0\n", - "Sulfate-1H-Imidazole-4-ethanamin\t0.0\n", - "Nitrogen-L-Glutamine\t0.0\n", - "Sulfate-Glycerone\t0.0\n", - "Nitrogen-b-Phenylethylamine\t0.0\n", - "Sulfate-Cysteamine\t0.0\n", - "Sulfate-6-Deoxy-D-galactose\t0.0\n", - "Carbon-D-Gluconic-Acid\t0.0\n", - "Nitrogen-L-Proline\t0.0\n", - "Nitrogen-Glycine\t0.0\n", - "Nitrogen-Nitrate\t0.0\n", - "Sulfate-Dextrin\t0.0\n", - "Carbon-L-Asparagine\t0.0\n", - "Phosphate-D-2-Phospho-Glyceric-Acid\t0.0\n", - "Carbon-Tyramine\t0.0\n", - "Sulfate-NH3\t0.0\n", - "Sulfate-Galactitol\t0.0\n", - "Complete\t0.0\n", - "Nitrogen-L-Asparagine\t0.0\n", - "Sulfate-Biuret\t0.0\n", - "Sulfate-L-Histidine\t0.0\n", - "Sulfate-D-Alanine\t0.0\n", - "Nitrogen-L-Tyrosine\t0.0\n", - "Nitrogen-Ala-Asp\t0.0\n", - "Carbon-d-Amino-Valeric-Acid\t0.0\n", - "Sulfate-L-Isoleucine\t0.0\n", - "Sulfate-R-R-Tartaric-Acid\t0.0\n", - "Sulfate-L-Valine\t0.0\n", - "Nitrogen-Inosine\t0.0\n", - "Carbon-Citric-Acid\t0.0\n", - "Carbon-2-3-Butanone\t0.0\n", - "Sulfate-L-Rhamnose\t0.0\n", - "Sulfate-Xylitol\t0.0\n", - "Carbon-D-Fructose-6-Phosphate\t0.0\n", - "Sulfate-Amygdalin\t0.0\n", - "Phosphate-D-Mannose-6-Phosphate\t0.0\n", - "Carbon-Glycyl-L-Proline\t0.0\n", - "Carbon-Quinic-Acid\t0.0\n", - "Carbon-Salicin\t0.0\n", - "Carbon-Acetic-Acid\t0.0\n", - "Carbon-D-Mannose\t0.0\n", - "Sulfate-Acetamide\t0.0\n", - "Sulfate-Lanthionine\t0.0\n", - "Carbon-m-Tartaric-Acid\t0.0\n", - "Biolog-C-lac-N-dna-P-dna\t0.0\n", - "Phosphate-O-Phospho-D-Tyrosine\t0.0\n", - "Nitrogen-Ethylamine\t0.0\n", - "Sulfate-Quinate\t0.0\n", - "Sulfate-Stachyose\t0.0\n", - "Nitrogen-Cytidine\t0.0\n", - "Sulfate-L-Proline\t0.0\n", - "Sulfate-p-Amino-Benzene-Sulfonic-Acid\t0.0\n", - "Carbon-Oxalic-Acid\t0.0\n", - "Carbon-Tween-80\t0.0\n", - "Nitrogen-L-Aspartic-Acid\t0.0\n", - "7H9\t0.0\n", - "Phosphate-O-Phospho-L-Threonine\t0.0\n", - "Carbon-D-Saccharic-Acid\t0.0\n", - "Carbon-D-Glucosamine\t0.0\n", - "Carbon-D-Arabitol\t0.0\n", - "Carbon-g-Hydroxy-Butyric-Acid\t0.0\n", - "Carbon-D-Fucose\t0.0\n", - "Phosphate-Uridine-2-Monophosphate\t0.0\n", - "MinimalGrowthNMS\t0.0\n", - "Carbon-p-Hydroxy-Phenylacetic-Acid\t0.0\n", - "Sulfate-L-alanylglycine\t0.0\n", - "Carbon-L-Glutamine\t0.0\n", - "Carbon-Uridine\t0.0\n", - "Sulfate-L-Ornithine\t0.0\n", - "Carbon-D-L-Octopamine\t0.0\n", - "Nitrogen-D-Glutamic-Acid\t0.0\n", - "Carbon-Glycyl-L-Glutamic-Acid\t0.0\n", - "Biolog-C-ser-l-N-ser-l\t0.0\n", - "LB\t0.0\n", - "Phosphate-Phosphono-Acetic-Acid\t0.0\n", - "Carbon-Thymidine\t0.0\n", - "Carbon-2-3-Butanediol\t0.0\n", - "Sulfate-D-Glucarate\t0.0\n", - "Sulfate-D-Mannosamine\t0.0\n", - "Nitrogen-Acetamide\t0.0\n", - "Carbon-b-Methyl-D-Glucoside\t0.0\n", - "Carbon-4-Hydroxy-L-Proline-trans\t0.0\n", - "Carbon-Xylitol\t0.0\n", - "Nitrogen-Ala-Glu\t0.0\n", - "Nitrogen-N-Acetyl-D-Mannosamine\t0.0\n", - "Nitrogen-Adenosine\t0.0\n", - "Carbon-Citraconic-Acid\t0.0\n", - "Carbon-Dextrin\t0.0\n", - "Nitrogen-L-Valine\t0.0\n", - "Nitrogen-Uracil\t0.0\n", - "Carbon-a-Keto-Glutaric-Acid\t0.0\n", - "Sulfate-Acetoin\t0.0\n", - "Sulfate-Thymine\t0.0\n", - "Phosphate-Uridine-5-Monophosphate\t0.0\n", - "Nitrogen-L-Isoleucine\t0.0\n", - "Nitrogen-Ala-Leu\t0.0\n", - "Carbon-Adenosine\t0.0\n", - "Sulfate-L-Djenkolic-Acid\t0.0\n", - "Sulfate-D-Aspartate\t0.0\n", - "Phosphate-Guanosine-5-Monophosphate\t0.0\n", - "Carbon-a-Hydroxy-Butyric-Acid\t0.0\n", - "Phosphate-D-Glucose-6-Phosphate\t0.0\n", - "Carbon-L-Arabitol\t0.0\n", - "Phosphate-Cytidine-2-3-Cyclic-Monophosphate\t0.0\n", - "Carbon-D-Cellobiose\t0.0\n", - "Sulfate-L-Phenylalanine\t0.0\n", - "Nitrogen-L-Alanine\t0.0\n", - "Sulfate-Cytidine\t0.0\n", - "Carbon-L-Leucine\t0.0\n", - "Carbon-D-Xylose\t0.0\n", - "Sulfate-Pyruvate\t0.0\n", - "Nitrogen-Urea\t0.0\n", - "Phosphate-6-Phospho-Gluconic-Acid\t0.0\n", - "Carbon-Itaconic-Acid\t0.0\n", - "Phosphate-D-Mannose-1-Phosphate\t0.0\n", - "Nitrogen-L-Cysteine\t0.0\n", - "Biolog-C-ile-l-N-ile-l\t0.0\n", - "MR1Aerobic\t0.0\n", - "Sulfate-L-Cysteine-Sulfinic-Acid\t0.0\n", - "Carbon-Fumaric-Acid\t0.0\n", - "Sulfate-L-Sorbose\t0.0\n", - "Carbon-D-Glucose-Palsson\t0.0\n", - "Carbon-L-Tartaric-Acid\t0.0\n", - "Carbon-b-Methyl-D-Galactoside\t0.0\n", - "Carbon-Gelatin\t0.0\n", - "ArgonneNMSMedia\t0.0\n", - "Carbon-D-Serine\t0.0\n", - "Nitrogen-g-Amino-N-Butyric-Acid\t0.0\n", - "Sulfate-L-Methionine-Sulfoxide\t0.0\n", - "Carbon-L-Arabinose\t0.0\n", - "Biolog-C-acgam-N--acgam\t0.0\n", - "Phosphate-Trimetaphosphate\t0.0\n", - "Sulfate-Thiosulfate\t0.0\n", - "Sulfate-N-Acetylneuraminate\t0.0\n", - "Sulfate-Formate\t0.0\n", - "Phosphate-Phospho-Glycolic-Acid\t0.0\n", - "Nitrogen-D-Lysine\t0.0\n", - "Carbon-L-Lyxose\t0.0\n", - "Nitrogen-N-Acetyl-D-Glucosamine\t0.0\n", - "Nitrogen-Thymidine\t0.0\n", - "Carbon-L-Histidine\t0.0\n", - "Carbon-Glycyl-L-Aspartic-Acid\t0.0\n", - "Biolog-C-lac-N-ala-l\t0.0\n", - "Carbon-a-Methyl-D-Galactoside\t0.0\n", - "Sulfate-D-Arabinose\t0.0\n", - "Sulfate-L-Serine\t0.0\n", - "Sulfate-L-Arginine\t0.0\n", - "Carbon-D-Aspartic-Acid\t0.0\n", - "Nitrogen-N-Acetyl-D-Galactosamine\t0.0\n", - "Phosphate-Uridine-3-Monophosphate\t0.0\n", - "Sulfate-L-Aspartate\t0.0\n", - "Nitrogen-D-Asparagine\t0.0\n", - "Nitrogen-L-Citrulline\t0.0\n", - "Phosphate-Adenosine-5-Monophosphate\t0.0\n", - "Carbon-D-Tagatose\t0.0\n", - "Sulfate-Glycogen\t0.0\n", - "Biolog-C-lac-N-ptrc\t0.0\n", - "Carbon-L-Phenylalanine\t0.0\n", - "Sulfate-Palatinose\t0.0\n", - "Nitrogen-D-Valine\t0.0\n", - "Carbon-g-Amino-Butyric-Acid\t0.0\n", - "Nitrogen-Guanine\t0.0\n", - "Sulfate-Butane-Sulfonic-Acid\t0.0\n", - "Nitrogen-D-Alanine\t0.0\n", - "Carbon-L-Lactic-Acid\t0.0\n", - "NoBounds\t0.0\n", - "Nitrogen-D-Serine\t0.0\n", - "Carbon-L-Arginine\t0.0\n", - "Phosphate-Adenosine-2-Monophosphate\t0.0\n", - "Carbon-Maltotriose\t0.0\n", - "MR1Anaerobic\t0.0\n", - "Sulfate-Ethanolamine\t0.0\n", - "Phosphate-Guanosine-3-Monophosphate\t0.0\n", - "Biolog-C-cytd-N-cytd\t0.0\n", - "Carbon-a-Keto-Butyric-Acid\t0.0\n", - "Sulfate-Inosine\t0.0\n", - "Phosphate-Phosphoenol-Pyruvate\t0.0\n", - "Nitrogen-Ala-Gly\t0.0\n", - "Sulfate-Methane-Sulfonic-Acid\t0.0\n", - "Nitrogen-L-Ornithine\t0.0\n", - "Sulfate-Gly-Gln\t0.0\n", - "Carbon-Arbutin\t0.0\n", - "Carbon-1-2-Propanediol\t0.0\n", - "Sulfate-Propanoate\t0.0\n", - "Biolog-C-lac-N-thr-l\t0.0\n", - "Carbon-D-L-Citramalic-Acid\t0.0\n", - "Sulfate-D-Tagatose\t0.0\n", - "Sulfate-L-Citrulline\t0.0\n", - "Carbon-L-Homoserine\t0.0\n", - "Carbon-2-Hydroxy-Benzoic-Acid\t0.0\n", - "SP4\t0.0\n", - "Sulfate-Ethylamine\t0.0\n", - "Sulfate-Salicin\t0.0\n", - "Phosphate-2-Deoxy-D-Glucose-6-Phosphate\t0.0\n", - "Carbon-Putrescine\t0.0\n", - "Carbon-D-Threonine\t0.0\n", - "Carbon-Pectin\t0.0\n", - "MethanogenMedia\t0.0\n", - "Carbon-Gentiobiose\t0.0\n", - "Sulfate-D-Cysteine\t0.0\n", - "Biolog-C-dna-N-dna-P-dna\t0.0\n", - "Carbon-a-D-Glucose\t0.0\n", - "Carbon-Oxalomalic-Acid\t0.0\n", - "Carbon-b-Hydroxy-Butyric-Acid\t0.0\n", - "Nitrogen-Met-Ala\t0.0\n", - "Biolog-C-lac-N-asp-l\t0.0\n", - "Carbon-Amygdalin\t0.0\n", - "Carbon-D-Tartaric-Acid\t0.0\n", - "Sulfate-Pectin\t0.0\n", - "Nitrogen-L-Homoserine\t0.0\n", - "Carbon-L-Ornithine\t0.0\n", - "Carbon-Chondroitin\t0.0\n", - "Carbon-tricarballylate\t0.0\n", - "Sulfate-Thymidine\t0.0\n", - "Phosphate-O-Phospho-L-Serine\t0.0\n", - "Sulfate-L-Methionine\t0.0\n", - "Sulfate-D-Galactose\t0.0\n", - "Phosphate-Adenosine-2-3-Cyclic-Monophosphate\t0.0\n", - "Sulfate-Xanthosine\t0.0\n", - "Sulfate-D-Psicose\t0.0\n", - "Carbon-L-Rhamnose\t0.0\n", - "Nitrogen-Uric-Acid\t0.0\n", - "Biolog-C-lac-N-met-l\t0.0\n", - "Sulfate-D-Glucuronate\t0.0\n", - "Carbon-L-Alanine\t0.0\n", - "Nitrogen-Tyramine\t0.0\n", - "Carbon-b-Phenylethylamine\t0.0\n", - "Phosphate-Phosphate\t0.0\n", - "Nitrogen-Ethanolamine\t0.0\n", - "Carbon-N-Acetyl-D-Glucosamine\t0.0\n", - "Sulfate-L-Glutamate\t0.0\n", - "Biolog-C-lac-N-glu-l\t0.0\n", - "Sulfate-Glutathione\t0.0\n", - "Sulfate-D-Galactosamine\t0.0\n", - "Sulfate-D-L-Lipoamide\t0.0\n", - "Carbon-Butylamine-sec\t0.0\n", - "NMS\t0.0\n", - "Nitrogen-N-Acetyl-D-L-Glutamic-Acid\t0.0\n", - "Sulfate-6-Deoxy-L-galactose\t0.0\n", - "Sulfate-Tween-20\t0.0\n", - "Sulfate-N-Acetyl-D-L-Methionine\t0.0\n", - "Biolog-C-lac-N-ile-l\t0.0\n", - "Sulfate-Ribitol\t0.0\n", - "Nitrogen-Uridine\t0.0\n", - "Sulfate-D-Fructose\t0.0\n", - "Carbon-L-Aspartic-Acid\t0.0\n", - "Sulfate-L-Alanine\t0.0\n", - "Carbon-L-Glutamic-Acid\t0.0\n", - "Sulfate-L-Cystine\t0.0\n", - "MinimalGrowthNoMedia\t0.0\n", - "ArgonneLBMedia\t0.0\n", - "Nitrogen-D-Galactosamine\t0.0\n", - "PlantAutotrophicMedia\t0.0\n", - "Biolog-C-dna\t0.0\n", - "Sulfate-Sucrose\t0.0\n", - "Carbon-b-D-Allose\t0.0\n", - "Nitrogen-L-Lysine\t0.0\n", - "Nitrogen-Gly-Gln\t0.0\n", - "Sulfate-Ala-His\t0.0\n", - "Nitrogen-L-Glutamic-Acid\t0.0\n", - "Carbon-Mannan\t0.0\n", - "PlantHeterotrophicMedia\t0.0\n", - "Sulfate-L-Arabinose\t0.0\n", - "Sulfate-Gentiobiose\t0.0\n", - "Carbon-D-Malic-Acid\t0.0\n", - "Carbon-Maltose\t0.0\n", - "Carbon-Sucrose\t0.0\n", - "Sulfate-Taurine\t0.0\n", - "Sulfate-Arbutin\t0.0\n", - "Carbon-N-Acetyl-D-Galactosamine\t0.0\n", - "Sulfate-Uracil\t0.0\n", - "Sulfate-Propane-1-2-diol\t0.0\n", - "Biolog-C-lac-N-acgam\t0.0\n", - "Carbon-D-Melezitose\t0.0\n", - "Sulfate-D-Ribose\t0.0\n", - "Carbon-D-Ribose\t0.0\n", - "Nitrogen-L-Methionine\t0.0\n", - "Phosphate-Tripolyphosphate\t0.0\n", - "Sulfate-D-Asparagine\t0.0\n", - "Sulfate-2-Hydroxyethane-Sulfonic-Acid\t0.0\n", - "Carbon-L-Alanyl-Glycine\t0.0\n", - "Nitrogen-Histamine\t0.0\n", - "Biolog-C-lac-N-adn\t0.0\n", - "Sulfate-Guanosine\t0.0\n", - "Carbon-D-Glucose-1-Phosphate\t0.0\n", - "Sulfate-tricarballylate\t0.0\n", - "Phosphate-Cytidine-3-Monophosphate\t0.0\n", - "Nitrogen-D-Glucosamine\t0.0\n", - "Sulfate-D-Methionine\t0.0\n", - "Carbon-D-Lactitol\t0.0\n", - "Biolog-C-lac-S-cys-l\t0.0\n", - "Carbon-sorbate\t0.0\n", - "Sulfate-N-Acetyl-D-glucosamine\t0.0\n", - "Carbon-a-Methyl-D-Glucoside\t0.0\n", - "Phosphate-2-Aminoethyl-Phosphonic-Acid\t0.0\n", - "Sulfate-Galactarate\t0.0\n", - "Carbon-L-Pyroglutamic-Acid\t0.0\n", - "Phosphate-b-Glycerol-Phosphate\t0.0\n", - "Sulfate-Glycerol\t0.0\n", - "Sulfate-Acetate\t0.0\n", - "Sulfate-Ala-Gln\t0.0\n", - "Carbon-D-Mannitol\t0.0\n", - "Phosphate-O-Phospho-D-Serine\t0.0\n", - "Carbon-D-L-Carnitine\t0.0\n", - "Sulfate-D-Xylose\t0.0\n", - "Sulfate-Cytosine\t0.0\n", - "Carbon-L-Threonine\t0.0\n", - "Sulfate-Maltose\t0.0\n", - "Phosphate-D-3-Phospho-Glyceric-Acid\t0.0\n", - "Carbon-N-Acetyl-b-D-Mannosamine\t0.0\n", - "Sulfate-Adenine\t0.0\n", - "Biolog-C-lac-N-his-l\t0.0\n", - "Carbon-D-Melibiose\t0.0\n", - "Sulfate-4-Hydroxybenzoate\t0.0\n", - "Biolog-C-lac-N-gly\t0.0\n", - "Carbon-Capric-Acid\t0.0\n", - "Sulfate-Butanoic-Acid\t0.0\n", - "Sulfate-D-Sorbitol\t0.0\n", - "Sulfate-Deoxyribose\t0.0\n", - "Nitrogen-D-L-a-Amino-N-Butyric-Acid\t0.0\n", - "Carbon-Glycogen\t0.0\n", - "Sulfate-Gelatine\t0.0\n", - "Sulfate-L-Cysteinyl-Glycine\t0.0\n", - "Biolog-C-lac-N-phe-l\t0.0\n", - "Biolog-C-gln-l-N-gln-l\t0.0\n", - "Nitrogen-D-Aspartic-Acid\t0.0\n", - "Sulfate-Putrescine\t0.0\n", - "Phosphate-Guanosine-3-5-Cyclic-Monophosphate\t0.0\n", - "Phosphate-Pyrophosphate\t0.0\n", - "Sulfate-L-Cysteic-Acid\t0.0\n", - "Sulfate-Nitrite\t0.0\n", - "Nitrogen-Biuret\t0.0\n", - "Sulfate-D-Mannose\t0.0\n", - "Sulfate-L-Glutamine\t0.0\n", - "Nitrogen-Gly-Glu\t0.0\n", - "Sulfate-Sulfate\t0.0\n", - "Nitrogen-Ala-His\t0.0\n", - "Carbon-D-Glucosaminic-Acid\t0.0\n", - "Nitrogen-Gly-Asn\t0.0\n", - "Sulfate-Tetrathionate\t0.0\n", - "Nitrogen-Formamide\t0.0\n", - "Nitrogen-Allantoin\t0.0\n", - "Carbon-L-Proline\t0.0\n", - "Biolog-C-cytd\t0.0\n", - "Carbon-D-Glucose-6-Phosphate\t0.0\n", - "Phosphate-D-Glucose-1-Phosphate\t0.0\n", - "Carbon-D-L-a-Glycerol-Phosphate\t0.0\n", - "Nitrogen-L-Threonine\t0.0\n", - "Sulfate-N-Acetyl-D-mannosamine\t0.0\n", - "Carbon-L-Xylose\t0.0\n", - "Carbon-Palatinose\t0.0\n", - "Carbon-3-Hydroxy-2-Butanone\t0.0\n", - "Biolog-C-lac-N-dna\t0.0\n", - "Carbon-Urocanic-Acid\t0.0\n", - "Carbon-Butyric-Acid\t0.0\n", - "Sulfate-L-Lyxose\t0.0\n", - "Carbon-Caproic-Acid\t0.0\n", - "Phosphate-Cytidine-5-Monophosphate\t0.0\n", - "Nitrogen-L-Phenylalanine\t0.0\n", - "Phosphate-Carbamyl-Phosphate\t0.0\n", - "Carbon-Dihydroxy-Acetone\t0.0\n", - "Carbon-D-Galacturonic-Acid\t0.0\n", - "Nitrogen-Ammonia\t0.0\n", - "Carbon-Pyruvic-Acid\t0.0\n", - "Carbon-Stachyose\t0.0\n", - "Nitrogen-L-Arginine\t0.0\n", - "Biolog-C-lac-S-gthrd\t0.0\n", - "Carbon-D-Alanine\t0.0\n", - "Carbon-D-L-Malic-Acid\t0.0\n", - "Sulfate-2-Amino-2-deoxy-D-glucon\t0.0\n", - "Carbon-D-Galactonic-Acid-g-Lactone\t0.0\n", - "Carbon-Glyoxylic-Acid\t0.0\n", - "Sulfate-Carbon\t0.0\n", - "Carbon-D-Raffinose\t0.0\n", - "Sulfate-Mannan\t0.0\n", - "Sulfate-Ala-Leu\t0.0\n", - "Biolog-C-dna-P-dna\t0.0\n", - "Carbon-Glycolic-Acid\t0.0\n", - "Carbon-Formic-Acid\t0.0\n", - "Sulfate-Methylamine\t0.0\n", - "Sulfate-Xanthine\t0.0\n", - "Biolog-C-lac-N-pro-l\t0.0\n", - "Carbon-2-Deoxy-Adenosine\t0.0\n", - "Nitrogen-L-Tryptophan\t0.0\n", - "Sulfate-Succinate\t0.0\n", - "Sulfate-Gly-Met\t0.0\n", - "Carbon-Dulcitol\t0.0\n", - "Carbon-a-D-Lactose\t0.0\n", - "Sulfate-Laminarin\t0.0\n", - "Carbon-L-Lysine\t0.0\n", - "Nitrogen-Hydroxylamine\t0.0\n", - "Sulfate-Taurocholic-Acid\t0.0\n", - "Sulfate-S-Lactate\t0.0\n", - "Phosphate-Guanosine-2-3-Cyclic-Monophosphate\t0.0\n", - "Nitrogen-Guanosine\t0.0\n", - "Sulfate-Oxalate\t0.0\n", - "Sulfate-Malonate\t0.0\n", - "Sulfate-D-Serine\t0.0\n", - "Nitrogen-L-Leucine\t0.0\n", - "Sulfate-Adenosine\t0.0\n", - "Biolog-C-lac-N-ser-l\t0.0\n", - "Sulfate-Tween-80\t0.0\n", - "Carbon-D-Fructose\t0.0\n", - "Nitrogen-Ala-Thr\t0.0\n", - "Biolog-C-lac-N-arg-l\t0.0\n", - "Carbon-4-Hydroxy-Benzoic-Acid\t0.0\n", - "Carbon-Laminarin\t0.0\n", - "Carbon-L-Isoleucine\t0.0\n", - "Carbon-N-Acetyl-Neuraminic-Acid\t0.0\n", - "Empty\t0.0\n", - "Carbon-L-Methionine\t0.0\n", - "Phosphate-Phosphocreatine\t0.0\n", - "Carbon-D-Galactose\t0.0\n", - "Sulfate-Urea\t0.0\n", - "Biolog-C-lac-N-leu-l\t0.0\n", - "Sulfate-sorbate\t0.0\n", - "Sulfate-Allantoin\t0.0\n", - "Carbon-a-Keto-Valeric-Acid\t0.0\n", - "Carbon-L-Fucose\t0.0\n", - "Sulfate-Hypotaurine\t0.0\n", - "Nitrogen-Cytosine\t0.0\n", - "Sulfate-L-Cysteine\t0.0\n", - "Nitrogen-Putrescine\t0.0\n", - "Nitrogen-L-Serine\t0.0\n", - "Carbon-i-Erythritol\t0.0\n", - "Biolog-C-lac-N-asn-l\t0.0\n", - "Carbon-m-Inositol\t0.0\n", - "Sulfate-Sebacic-acid\t0.0\n", - "Phosphate-Thymidine-5-Monophosphate\t0.0\n", - "Sulfate-L-Asparagine\t0.0\n", - "Carbon-Propionic-Acid\t0.0\n", - "Sulfate-D-Valine\t0.0\n", - "Carbon-2-Deoxy-D-Ribose\t0.0\n", - "Phosphate-O-Phosphoryl-Ethanolamine\t0.0\n", - "Carbon-Lactulose\t0.0\n", - "Nitrogen-D-Mannosamine\t0.0\n", - "Carbon-Succinic-Acid\t0.0\n", - "Sulfate-D-Lysine\t0.0\n", - "Sulfate-L-Leucine\t0.0\n", - "Biolog-C-lac-N-gln-l\t0.0\n", - "Sulfate-S-Malate\t0.0\n", - "Sulfate-2-Methylmaleate\t0.0\n", - "Sulfate-Glyoxylate\t0.0\n", - "Sulfate-b-Methyl-D-Glucoside\t0.0\n", - "Carbon-Inosine\t0.0\n", - "Nitrogen-Ala-Gln\t0.0\n", - "Phosphate-Phosphoryl-Choline\t0.0\n", - "Carbon-Sebacic-Acid\t0.0\n", - "Carbon-D-Arabinose\t0.0\n", - "Sulfate-N-Acetyl-L-glutamate\t0.0\n", - "Nitrogen-e-Amino-N-Caproic-Acid\t0.0\n", - "Biolog-C-lac-S-tsul\t0.0\n", - "Nitrogen-Adenine\t0.0\n", - "Carbon-D-Glucuronic-Acid\t0.0\n", - "Carbon-Chondroitin-Sulfate-C\t0.0\n", - "Carbon-D-Glucose\t0.0\n", - "Carbon-L-Serine\t0.0\n", - "Phosphate-Adenosine-3-Monophosphate\t0.0\n", - "Sulfate-Mannitol\t0.0\n", - "Nitrogen-L-Histidine\t0.0\n", - "Phosphate-Uridine-2-3-Cyclic-Monophosphate\t0.0\n", - "Phosphate-Phospho-L-Arginine\t0.0\n", - "Biolog-C-lac-S-so3\t0.0\n", - "Nitrogen-Gly-Met\t0.0\n", - "Sulfate-Thiourea\t0.0\n", - "Nitrogen-Methylamine\t0.0\n", - "Sulfate-L-Homoserine\t0.0\n", - "Carbon-Malonic-Acid\t0.0\n", - "Carbon-Adonitol\t0.0\n", - "Carbon-Inulin\t0.0\n", - "Carbon-L-Valine\t0.0\n", - "Carbon-D-Sorbitol\t0.0\n", - "Carbon-Tween-20\t0.0\n", - "Phosphate-O-Phospho-L-Tyrosine\t0.0\n", - "Nitrogen-Xanthosine\t0.0\n", - "Carbon-Ethanolamine\t0.0\n", - "Sulfate-Fumarate\t0.0\n", - "Sulfate-2-1-beta-D-Fructosyl-n\t0.0\n", - "Sulfate-L-Threonine\t0.0\n", - "Sulfate-D-Glucose-6-phosphate\t0.0\n", - "Carbon-Glycine\t0.0\n", - "Sulfate-Nitrate\t0.0\n", - "Carbon-L-Sorbose\t0.0\n", - "Carbon-Acetamide\t0.0\n", - "Carbon-Glycerol\t0.0\n", - "Sulfate-D-Galacturonate\t0.0\n", - "Sulfate-Itaconate\t0.0\n", - "Nitrogen-Thymine\t0.0\n", - "Phosphate-Cytidine-3-5-Cyclic-Monophosphate\t0.0\n", - "Sulfate-L-Tyrosine\t0.0\n", - "Sulfate-N-Acetyl-L-Cysteine\t0.0\n", - "Phosphate-D-L-a-Glycerol-Phosphate\t0.0\n", - "Sulfate-Glycine\t0.0\n", - "Nitrogen-d-Amino-N-Valeric-Acid\t0.0\n", - "Sulfate-D-Glucosamine\t0.0\n", - "Sulfate-5-Oxoproline\t0.0\n", - "Phosphate-D-Glucosamine-6-Phosphate\t0.0\n", - "Biolog-C-thr-l-N-thr-l\t0.0\n", - "Carbon-Acetoacetic-Acid\t0.0\n", - "Sulfate-L-Tryptophan\t0.0\n", - "Sulfate-Formamide\t0.0\n", - "Nitrogen-Agmatine\t0.0\n", - "Sulfate-D-L-Ethionine\t0.0\n", - "Biolog-C-glu-l-N-glu-l\t0.0\n", - "Carbon-D-Trehalose\t0.0\n", - "BU12_10\t0.0\n", - "BU7_LacPrx\t0.0\n", - "C-acetate\t0.0\n", - "C-Citrate\t0.0\n", - "C-D-Glucose\t0.0\n", - "fdx2_ActOxl_t2\t0.0\n", - "LB_4C_24h\t0.0\n", - "C-D-Lactate\t0.0\n", - "RefGlucoseMinimal\t0.0\n" - ] - } - ], - "source": [ - "kbase_api = cobrakbase.KBaseAPI()\n", - "#Getting B. theta model out of KBase\n", - "model = kbase_api.get_from_ws(\"E_iML1515.kb\",40576)\n", - "#Creating KBase media package for assigning constraints based on media\n", - "kmp = KBaseMediaPkg(model)\n", - "#Getting list of all media in KBase\n", - "media_list = kbase_api.list_objects(\"KBaseMedia\")\n", - "print(\"Media\\tGrowth\")\n", - "for media_info in media_list:\n", - " #Getting media object data\n", - " media = kbase_api.get_from_ws(media_info[1],media_info[6])\n", - " #Constraining model based on media\n", - " kmp.build_package(media)\n", - " #Optimizing model\n", - " solution=model.optimize()\n", - " #Printing predicted growth rate in media\n", - " print(media_info[1]+\"\\t\"+str(solution.objective_value))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# MediaScan example" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import cobra\n", + "from cobra.flux_analysis.parsimonious import pfba\n", + "import cobrakbase\n", + "import sys\n", + "sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", + "from modelseedpy import KBaseMediaPkg\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Media\tGrowth\n", + "\n", + "Sulfate-L-Arabitol\t0.0\n", + "Sulfate-Cystathionine\t0.0\n", + "Sulfate-N-Acetyl-D-galactosamine\t0.0\n", + "Sulfate-Uridine\t0.0\n", + "Phosphate-Cytidine-2-Monophosphate\t0.0\n", + "Nitrogen-L-Pyroglutamic-Acid\t0.0\n", + "Sulfate-L-Lysine\t0.0\n", + "Sulfate-D-Arabitol\t0.0\n", + "Carbon-L-Malic-Acid\t0.0\n", + "Carbon-D-Psicose\t0.0\n", + "Carbon-N-Acetyl-L-Glutamic-Acid\t0.0\n", + "Nitrogen-Nitrite\t0.0\n", + "Nitrogen-Xanthine\t0.0\n", + "Sulfate-Tyramine\t0.0\n", + "Carbon-Mucic-Acid\t0.0\n", + "Sulfate-Citrate\t0.0\n", + "Sulfate-Maltotriose\t0.0\n", + "Sulfate-1H-Imidazole-4-ethanamin\t0.0\n", + "Nitrogen-L-Glutamine\t0.0\n", + "Sulfate-Glycerone\t0.0\n", + "Nitrogen-b-Phenylethylamine\t0.0\n", + "Sulfate-Cysteamine\t0.0\n", + "Sulfate-6-Deoxy-D-galactose\t0.0\n", + "Carbon-D-Gluconic-Acid\t0.0\n", + "Nitrogen-L-Proline\t0.0\n", + "Nitrogen-Glycine\t0.0\n", + "Nitrogen-Nitrate\t0.0\n", + "Sulfate-Dextrin\t0.0\n", + "Carbon-L-Asparagine\t0.0\n", + "Phosphate-D-2-Phospho-Glyceric-Acid\t0.0\n", + "Carbon-Tyramine\t0.0\n", + "Sulfate-NH3\t0.0\n", + "Sulfate-Galactitol\t0.0\n", + "Complete\t0.0\n", + "Nitrogen-L-Asparagine\t0.0\n", + "Sulfate-Biuret\t0.0\n", + "Sulfate-L-Histidine\t0.0\n", + "Sulfate-D-Alanine\t0.0\n", + "Nitrogen-L-Tyrosine\t0.0\n", + "Nitrogen-Ala-Asp\t0.0\n", + "Carbon-d-Amino-Valeric-Acid\t0.0\n", + "Sulfate-L-Isoleucine\t0.0\n", + "Sulfate-R-R-Tartaric-Acid\t0.0\n", + "Sulfate-L-Valine\t0.0\n", + "Nitrogen-Inosine\t0.0\n", + "Carbon-Citric-Acid\t0.0\n", + "Carbon-2-3-Butanone\t0.0\n", + "Sulfate-L-Rhamnose\t0.0\n", + "Sulfate-Xylitol\t0.0\n", + "Carbon-D-Fructose-6-Phosphate\t0.0\n", + "Sulfate-Amygdalin\t0.0\n", + "Phosphate-D-Mannose-6-Phosphate\t0.0\n", + "Carbon-Glycyl-L-Proline\t0.0\n", + "Carbon-Quinic-Acid\t0.0\n", + "Carbon-Salicin\t0.0\n", + "Carbon-Acetic-Acid\t0.0\n", + "Carbon-D-Mannose\t0.0\n", + "Sulfate-Acetamide\t0.0\n", + "Sulfate-Lanthionine\t0.0\n", + "Carbon-m-Tartaric-Acid\t0.0\n", + "Biolog-C-lac-N-dna-P-dna\t0.0\n", + "Phosphate-O-Phospho-D-Tyrosine\t0.0\n", + "Nitrogen-Ethylamine\t0.0\n", + "Sulfate-Quinate\t0.0\n", + "Sulfate-Stachyose\t0.0\n", + "Nitrogen-Cytidine\t0.0\n", + "Sulfate-L-Proline\t0.0\n", + "Sulfate-p-Amino-Benzene-Sulfonic-Acid\t0.0\n", + "Carbon-Oxalic-Acid\t0.0\n", + "Carbon-Tween-80\t0.0\n", + "Nitrogen-L-Aspartic-Acid\t0.0\n", + "7H9\t0.0\n", + "Phosphate-O-Phospho-L-Threonine\t0.0\n", + "Carbon-D-Saccharic-Acid\t0.0\n", + "Carbon-D-Glucosamine\t0.0\n", + "Carbon-D-Arabitol\t0.0\n", + "Carbon-g-Hydroxy-Butyric-Acid\t0.0\n", + "Carbon-D-Fucose\t0.0\n", + "Phosphate-Uridine-2-Monophosphate\t0.0\n", + "MinimalGrowthNMS\t0.0\n", + "Carbon-p-Hydroxy-Phenylacetic-Acid\t0.0\n", + "Sulfate-L-alanylglycine\t0.0\n", + "Carbon-L-Glutamine\t0.0\n", + "Carbon-Uridine\t0.0\n", + "Sulfate-L-Ornithine\t0.0\n", + "Carbon-D-L-Octopamine\t0.0\n", + "Nitrogen-D-Glutamic-Acid\t0.0\n", + "Carbon-Glycyl-L-Glutamic-Acid\t0.0\n", + "Biolog-C-ser-l-N-ser-l\t0.0\n", + "LB\t0.0\n", + "Phosphate-Phosphono-Acetic-Acid\t0.0\n", + "Carbon-Thymidine\t0.0\n", + "Carbon-2-3-Butanediol\t0.0\n", + "Sulfate-D-Glucarate\t0.0\n", + "Sulfate-D-Mannosamine\t0.0\n", + "Nitrogen-Acetamide\t0.0\n", + "Carbon-b-Methyl-D-Glucoside\t0.0\n", + "Carbon-4-Hydroxy-L-Proline-trans\t0.0\n", + "Carbon-Xylitol\t0.0\n", + "Nitrogen-Ala-Glu\t0.0\n", + "Nitrogen-N-Acetyl-D-Mannosamine\t0.0\n", + "Nitrogen-Adenosine\t0.0\n", + "Carbon-Citraconic-Acid\t0.0\n", + "Carbon-Dextrin\t0.0\n", + "Nitrogen-L-Valine\t0.0\n", + "Nitrogen-Uracil\t0.0\n", + "Carbon-a-Keto-Glutaric-Acid\t0.0\n", + "Sulfate-Acetoin\t0.0\n", + "Sulfate-Thymine\t0.0\n", + "Phosphate-Uridine-5-Monophosphate\t0.0\n", + "Nitrogen-L-Isoleucine\t0.0\n", + "Nitrogen-Ala-Leu\t0.0\n", + "Carbon-Adenosine\t0.0\n", + "Sulfate-L-Djenkolic-Acid\t0.0\n", + "Sulfate-D-Aspartate\t0.0\n", + "Phosphate-Guanosine-5-Monophosphate\t0.0\n", + "Carbon-a-Hydroxy-Butyric-Acid\t0.0\n", + "Phosphate-D-Glucose-6-Phosphate\t0.0\n", + "Carbon-L-Arabitol\t0.0\n", + "Phosphate-Cytidine-2-3-Cyclic-Monophosphate\t0.0\n", + "Carbon-D-Cellobiose\t0.0\n", + "Sulfate-L-Phenylalanine\t0.0\n", + "Nitrogen-L-Alanine\t0.0\n", + "Sulfate-Cytidine\t0.0\n", + "Carbon-L-Leucine\t0.0\n", + "Carbon-D-Xylose\t0.0\n", + "Sulfate-Pyruvate\t0.0\n", + "Nitrogen-Urea\t0.0\n", + "Phosphate-6-Phospho-Gluconic-Acid\t0.0\n", + "Carbon-Itaconic-Acid\t0.0\n", + "Phosphate-D-Mannose-1-Phosphate\t0.0\n", + "Nitrogen-L-Cysteine\t0.0\n", + "Biolog-C-ile-l-N-ile-l\t0.0\n", + "MR1Aerobic\t0.0\n", + "Sulfate-L-Cysteine-Sulfinic-Acid\t0.0\n", + "Carbon-Fumaric-Acid\t0.0\n", + "Sulfate-L-Sorbose\t0.0\n", + "Carbon-D-Glucose-Palsson\t0.0\n", + "Carbon-L-Tartaric-Acid\t0.0\n", + "Carbon-b-Methyl-D-Galactoside\t0.0\n", + "Carbon-Gelatin\t0.0\n", + "ArgonneNMSMedia\t0.0\n", + "Carbon-D-Serine\t0.0\n", + "Nitrogen-g-Amino-N-Butyric-Acid\t0.0\n", + "Sulfate-L-Methionine-Sulfoxide\t0.0\n", + "Carbon-L-Arabinose\t0.0\n", + "Biolog-C-acgam-N--acgam\t0.0\n", + "Phosphate-Trimetaphosphate\t0.0\n", + "Sulfate-Thiosulfate\t0.0\n", + "Sulfate-N-Acetylneuraminate\t0.0\n", + "Sulfate-Formate\t0.0\n", + "Phosphate-Phospho-Glycolic-Acid\t0.0\n", + "Nitrogen-D-Lysine\t0.0\n", + "Carbon-L-Lyxose\t0.0\n", + "Nitrogen-N-Acetyl-D-Glucosamine\t0.0\n", + "Nitrogen-Thymidine\t0.0\n", + "Carbon-L-Histidine\t0.0\n", + "Carbon-Glycyl-L-Aspartic-Acid\t0.0\n", + "Biolog-C-lac-N-ala-l\t0.0\n", + "Carbon-a-Methyl-D-Galactoside\t0.0\n", + "Sulfate-D-Arabinose\t0.0\n", + "Sulfate-L-Serine\t0.0\n", + "Sulfate-L-Arginine\t0.0\n", + "Carbon-D-Aspartic-Acid\t0.0\n", + "Nitrogen-N-Acetyl-D-Galactosamine\t0.0\n", + "Phosphate-Uridine-3-Monophosphate\t0.0\n", + "Sulfate-L-Aspartate\t0.0\n", + "Nitrogen-D-Asparagine\t0.0\n", + "Nitrogen-L-Citrulline\t0.0\n", + "Phosphate-Adenosine-5-Monophosphate\t0.0\n", + "Carbon-D-Tagatose\t0.0\n", + "Sulfate-Glycogen\t0.0\n", + "Biolog-C-lac-N-ptrc\t0.0\n", + "Carbon-L-Phenylalanine\t0.0\n", + "Sulfate-Palatinose\t0.0\n", + "Nitrogen-D-Valine\t0.0\n", + "Carbon-g-Amino-Butyric-Acid\t0.0\n", + "Nitrogen-Guanine\t0.0\n", + "Sulfate-Butane-Sulfonic-Acid\t0.0\n", + "Nitrogen-D-Alanine\t0.0\n", + "Carbon-L-Lactic-Acid\t0.0\n", + "NoBounds\t0.0\n", + "Nitrogen-D-Serine\t0.0\n", + "Carbon-L-Arginine\t0.0\n", + "Phosphate-Adenosine-2-Monophosphate\t0.0\n", + "Carbon-Maltotriose\t0.0\n", + "MR1Anaerobic\t0.0\n", + "Sulfate-Ethanolamine\t0.0\n", + "Phosphate-Guanosine-3-Monophosphate\t0.0\n", + "Biolog-C-cytd-N-cytd\t0.0\n", + "Carbon-a-Keto-Butyric-Acid\t0.0\n", + "Sulfate-Inosine\t0.0\n", + "Phosphate-Phosphoenol-Pyruvate\t0.0\n", + "Nitrogen-Ala-Gly\t0.0\n", + "Sulfate-Methane-Sulfonic-Acid\t0.0\n", + "Nitrogen-L-Ornithine\t0.0\n", + "Sulfate-Gly-Gln\t0.0\n", + "Carbon-Arbutin\t0.0\n", + "Carbon-1-2-Propanediol\t0.0\n", + "Sulfate-Propanoate\t0.0\n", + "Biolog-C-lac-N-thr-l\t0.0\n", + "Carbon-D-L-Citramalic-Acid\t0.0\n", + "Sulfate-D-Tagatose\t0.0\n", + "Sulfate-L-Citrulline\t0.0\n", + "Carbon-L-Homoserine\t0.0\n", + "Carbon-2-Hydroxy-Benzoic-Acid\t0.0\n", + "SP4\t0.0\n", + "Sulfate-Ethylamine\t0.0\n", + "Sulfate-Salicin\t0.0\n", + "Phosphate-2-Deoxy-D-Glucose-6-Phosphate\t0.0\n", + "Carbon-Putrescine\t0.0\n", + "Carbon-D-Threonine\t0.0\n", + "Carbon-Pectin\t0.0\n", + "MethanogenMedia\t0.0\n", + "Carbon-Gentiobiose\t0.0\n", + "Sulfate-D-Cysteine\t0.0\n", + "Biolog-C-dna-N-dna-P-dna\t0.0\n", + "Carbon-a-D-Glucose\t0.0\n", + "Carbon-Oxalomalic-Acid\t0.0\n", + "Carbon-b-Hydroxy-Butyric-Acid\t0.0\n", + "Nitrogen-Met-Ala\t0.0\n", + "Biolog-C-lac-N-asp-l\t0.0\n", + "Carbon-Amygdalin\t0.0\n", + "Carbon-D-Tartaric-Acid\t0.0\n", + "Sulfate-Pectin\t0.0\n", + "Nitrogen-L-Homoserine\t0.0\n", + "Carbon-L-Ornithine\t0.0\n", + "Carbon-Chondroitin\t0.0\n", + "Carbon-tricarballylate\t0.0\n", + "Sulfate-Thymidine\t0.0\n", + "Phosphate-O-Phospho-L-Serine\t0.0\n", + "Sulfate-L-Methionine\t0.0\n", + "Sulfate-D-Galactose\t0.0\n", + "Phosphate-Adenosine-2-3-Cyclic-Monophosphate\t0.0\n", + "Sulfate-Xanthosine\t0.0\n", + "Sulfate-D-Psicose\t0.0\n", + "Carbon-L-Rhamnose\t0.0\n", + "Nitrogen-Uric-Acid\t0.0\n", + "Biolog-C-lac-N-met-l\t0.0\n", + "Sulfate-D-Glucuronate\t0.0\n", + "Carbon-L-Alanine\t0.0\n", + "Nitrogen-Tyramine\t0.0\n", + "Carbon-b-Phenylethylamine\t0.0\n", + "Phosphate-Phosphate\t0.0\n", + "Nitrogen-Ethanolamine\t0.0\n", + "Carbon-N-Acetyl-D-Glucosamine\t0.0\n", + "Sulfate-L-Glutamate\t0.0\n", + "Biolog-C-lac-N-glu-l\t0.0\n", + "Sulfate-Glutathione\t0.0\n", + "Sulfate-D-Galactosamine\t0.0\n", + "Sulfate-D-L-Lipoamide\t0.0\n", + "Carbon-Butylamine-sec\t0.0\n", + "NMS\t0.0\n", + "Nitrogen-N-Acetyl-D-L-Glutamic-Acid\t0.0\n", + "Sulfate-6-Deoxy-L-galactose\t0.0\n", + "Sulfate-Tween-20\t0.0\n", + "Sulfate-N-Acetyl-D-L-Methionine\t0.0\n", + "Biolog-C-lac-N-ile-l\t0.0\n", + "Sulfate-Ribitol\t0.0\n", + "Nitrogen-Uridine\t0.0\n", + "Sulfate-D-Fructose\t0.0\n", + "Carbon-L-Aspartic-Acid\t0.0\n", + "Sulfate-L-Alanine\t0.0\n", + "Carbon-L-Glutamic-Acid\t0.0\n", + "Sulfate-L-Cystine\t0.0\n", + "MinimalGrowthNoMedia\t0.0\n", + "ArgonneLBMedia\t0.0\n", + "Nitrogen-D-Galactosamine\t0.0\n", + "PlantAutotrophicMedia\t0.0\n", + "Biolog-C-dna\t0.0\n", + "Sulfate-Sucrose\t0.0\n", + "Carbon-b-D-Allose\t0.0\n", + "Nitrogen-L-Lysine\t0.0\n", + "Nitrogen-Gly-Gln\t0.0\n", + "Sulfate-Ala-His\t0.0\n", + "Nitrogen-L-Glutamic-Acid\t0.0\n", + "Carbon-Mannan\t0.0\n", + "PlantHeterotrophicMedia\t0.0\n", + "Sulfate-L-Arabinose\t0.0\n", + "Sulfate-Gentiobiose\t0.0\n", + "Carbon-D-Malic-Acid\t0.0\n", + "Carbon-Maltose\t0.0\n", + "Carbon-Sucrose\t0.0\n", + "Sulfate-Taurine\t0.0\n", + "Sulfate-Arbutin\t0.0\n", + "Carbon-N-Acetyl-D-Galactosamine\t0.0\n", + "Sulfate-Uracil\t0.0\n", + "Sulfate-Propane-1-2-diol\t0.0\n", + "Biolog-C-lac-N-acgam\t0.0\n", + "Carbon-D-Melezitose\t0.0\n", + "Sulfate-D-Ribose\t0.0\n", + "Carbon-D-Ribose\t0.0\n", + "Nitrogen-L-Methionine\t0.0\n", + "Phosphate-Tripolyphosphate\t0.0\n", + "Sulfate-D-Asparagine\t0.0\n", + "Sulfate-2-Hydroxyethane-Sulfonic-Acid\t0.0\n", + "Carbon-L-Alanyl-Glycine\t0.0\n", + "Nitrogen-Histamine\t0.0\n", + "Biolog-C-lac-N-adn\t0.0\n", + "Sulfate-Guanosine\t0.0\n", + "Carbon-D-Glucose-1-Phosphate\t0.0\n", + "Sulfate-tricarballylate\t0.0\n", + "Phosphate-Cytidine-3-Monophosphate\t0.0\n", + "Nitrogen-D-Glucosamine\t0.0\n", + "Sulfate-D-Methionine\t0.0\n", + "Carbon-D-Lactitol\t0.0\n", + "Biolog-C-lac-S-cys-l\t0.0\n", + "Carbon-sorbate\t0.0\n", + "Sulfate-N-Acetyl-D-glucosamine\t0.0\n", + "Carbon-a-Methyl-D-Glucoside\t0.0\n", + "Phosphate-2-Aminoethyl-Phosphonic-Acid\t0.0\n", + "Sulfate-Galactarate\t0.0\n", + "Carbon-L-Pyroglutamic-Acid\t0.0\n", + "Phosphate-b-Glycerol-Phosphate\t0.0\n", + "Sulfate-Glycerol\t0.0\n", + "Sulfate-Acetate\t0.0\n", + "Sulfate-Ala-Gln\t0.0\n", + "Carbon-D-Mannitol\t0.0\n", + "Phosphate-O-Phospho-D-Serine\t0.0\n", + "Carbon-D-L-Carnitine\t0.0\n", + "Sulfate-D-Xylose\t0.0\n", + "Sulfate-Cytosine\t0.0\n", + "Carbon-L-Threonine\t0.0\n", + "Sulfate-Maltose\t0.0\n", + "Phosphate-D-3-Phospho-Glyceric-Acid\t0.0\n", + "Carbon-N-Acetyl-b-D-Mannosamine\t0.0\n", + "Sulfate-Adenine\t0.0\n", + "Biolog-C-lac-N-his-l\t0.0\n", + "Carbon-D-Melibiose\t0.0\n", + "Sulfate-4-Hydroxybenzoate\t0.0\n", + "Biolog-C-lac-N-gly\t0.0\n", + "Carbon-Capric-Acid\t0.0\n", + "Sulfate-Butanoic-Acid\t0.0\n", + "Sulfate-D-Sorbitol\t0.0\n", + "Sulfate-Deoxyribose\t0.0\n", + "Nitrogen-D-L-a-Amino-N-Butyric-Acid\t0.0\n", + "Carbon-Glycogen\t0.0\n", + "Sulfate-Gelatine\t0.0\n", + "Sulfate-L-Cysteinyl-Glycine\t0.0\n", + "Biolog-C-lac-N-phe-l\t0.0\n", + "Biolog-C-gln-l-N-gln-l\t0.0\n", + "Nitrogen-D-Aspartic-Acid\t0.0\n", + "Sulfate-Putrescine\t0.0\n", + "Phosphate-Guanosine-3-5-Cyclic-Monophosphate\t0.0\n", + "Phosphate-Pyrophosphate\t0.0\n", + "Sulfate-L-Cysteic-Acid\t0.0\n", + "Sulfate-Nitrite\t0.0\n", + "Nitrogen-Biuret\t0.0\n", + "Sulfate-D-Mannose\t0.0\n", + "Sulfate-L-Glutamine\t0.0\n", + "Nitrogen-Gly-Glu\t0.0\n", + "Sulfate-Sulfate\t0.0\n", + "Nitrogen-Ala-His\t0.0\n", + "Carbon-D-Glucosaminic-Acid\t0.0\n", + "Nitrogen-Gly-Asn\t0.0\n", + "Sulfate-Tetrathionate\t0.0\n", + "Nitrogen-Formamide\t0.0\n", + "Nitrogen-Allantoin\t0.0\n", + "Carbon-L-Proline\t0.0\n", + "Biolog-C-cytd\t0.0\n", + "Carbon-D-Glucose-6-Phosphate\t0.0\n", + "Phosphate-D-Glucose-1-Phosphate\t0.0\n", + "Carbon-D-L-a-Glycerol-Phosphate\t0.0\n", + "Nitrogen-L-Threonine\t0.0\n", + "Sulfate-N-Acetyl-D-mannosamine\t0.0\n", + "Carbon-L-Xylose\t0.0\n", + "Carbon-Palatinose\t0.0\n", + "Carbon-3-Hydroxy-2-Butanone\t0.0\n", + "Biolog-C-lac-N-dna\t0.0\n", + "Carbon-Urocanic-Acid\t0.0\n", + "Carbon-Butyric-Acid\t0.0\n", + "Sulfate-L-Lyxose\t0.0\n", + "Carbon-Caproic-Acid\t0.0\n", + "Phosphate-Cytidine-5-Monophosphate\t0.0\n", + "Nitrogen-L-Phenylalanine\t0.0\n", + "Phosphate-Carbamyl-Phosphate\t0.0\n", + "Carbon-Dihydroxy-Acetone\t0.0\n", + "Carbon-D-Galacturonic-Acid\t0.0\n", + "Nitrogen-Ammonia\t0.0\n", + "Carbon-Pyruvic-Acid\t0.0\n", + "Carbon-Stachyose\t0.0\n", + "Nitrogen-L-Arginine\t0.0\n", + "Biolog-C-lac-S-gthrd\t0.0\n", + "Carbon-D-Alanine\t0.0\n", + "Carbon-D-L-Malic-Acid\t0.0\n", + "Sulfate-2-Amino-2-deoxy-D-glucon\t0.0\n", + "Carbon-D-Galactonic-Acid-g-Lactone\t0.0\n", + "Carbon-Glyoxylic-Acid\t0.0\n", + "Sulfate-Carbon\t0.0\n", + "Carbon-D-Raffinose\t0.0\n", + "Sulfate-Mannan\t0.0\n", + "Sulfate-Ala-Leu\t0.0\n", + "Biolog-C-dna-P-dna\t0.0\n", + "Carbon-Glycolic-Acid\t0.0\n", + "Carbon-Formic-Acid\t0.0\n", + "Sulfate-Methylamine\t0.0\n", + "Sulfate-Xanthine\t0.0\n", + "Biolog-C-lac-N-pro-l\t0.0\n", + "Carbon-2-Deoxy-Adenosine\t0.0\n", + "Nitrogen-L-Tryptophan\t0.0\n", + "Sulfate-Succinate\t0.0\n", + "Sulfate-Gly-Met\t0.0\n", + "Carbon-Dulcitol\t0.0\n", + "Carbon-a-D-Lactose\t0.0\n", + "Sulfate-Laminarin\t0.0\n", + "Carbon-L-Lysine\t0.0\n", + "Nitrogen-Hydroxylamine\t0.0\n", + "Sulfate-Taurocholic-Acid\t0.0\n", + "Sulfate-S-Lactate\t0.0\n", + "Phosphate-Guanosine-2-3-Cyclic-Monophosphate\t0.0\n", + "Nitrogen-Guanosine\t0.0\n", + "Sulfate-Oxalate\t0.0\n", + "Sulfate-Malonate\t0.0\n", + "Sulfate-D-Serine\t0.0\n", + "Nitrogen-L-Leucine\t0.0\n", + "Sulfate-Adenosine\t0.0\n", + "Biolog-C-lac-N-ser-l\t0.0\n", + "Sulfate-Tween-80\t0.0\n", + "Carbon-D-Fructose\t0.0\n", + "Nitrogen-Ala-Thr\t0.0\n", + "Biolog-C-lac-N-arg-l\t0.0\n", + "Carbon-4-Hydroxy-Benzoic-Acid\t0.0\n", + "Carbon-Laminarin\t0.0\n", + "Carbon-L-Isoleucine\t0.0\n", + "Carbon-N-Acetyl-Neuraminic-Acid\t0.0\n", + "Empty\t0.0\n", + "Carbon-L-Methionine\t0.0\n", + "Phosphate-Phosphocreatine\t0.0\n", + "Carbon-D-Galactose\t0.0\n", + "Sulfate-Urea\t0.0\n", + "Biolog-C-lac-N-leu-l\t0.0\n", + "Sulfate-sorbate\t0.0\n", + "Sulfate-Allantoin\t0.0\n", + "Carbon-a-Keto-Valeric-Acid\t0.0\n", + "Carbon-L-Fucose\t0.0\n", + "Sulfate-Hypotaurine\t0.0\n", + "Nitrogen-Cytosine\t0.0\n", + "Sulfate-L-Cysteine\t0.0\n", + "Nitrogen-Putrescine\t0.0\n", + "Nitrogen-L-Serine\t0.0\n", + "Carbon-i-Erythritol\t0.0\n", + "Biolog-C-lac-N-asn-l\t0.0\n", + "Carbon-m-Inositol\t0.0\n", + "Sulfate-Sebacic-acid\t0.0\n", + "Phosphate-Thymidine-5-Monophosphate\t0.0\n", + "Sulfate-L-Asparagine\t0.0\n", + "Carbon-Propionic-Acid\t0.0\n", + "Sulfate-D-Valine\t0.0\n", + "Carbon-2-Deoxy-D-Ribose\t0.0\n", + "Phosphate-O-Phosphoryl-Ethanolamine\t0.0\n", + "Carbon-Lactulose\t0.0\n", + "Nitrogen-D-Mannosamine\t0.0\n", + "Carbon-Succinic-Acid\t0.0\n", + "Sulfate-D-Lysine\t0.0\n", + "Sulfate-L-Leucine\t0.0\n", + "Biolog-C-lac-N-gln-l\t0.0\n", + "Sulfate-S-Malate\t0.0\n", + "Sulfate-2-Methylmaleate\t0.0\n", + "Sulfate-Glyoxylate\t0.0\n", + "Sulfate-b-Methyl-D-Glucoside\t0.0\n", + "Carbon-Inosine\t0.0\n", + "Nitrogen-Ala-Gln\t0.0\n", + "Phosphate-Phosphoryl-Choline\t0.0\n", + "Carbon-Sebacic-Acid\t0.0\n", + "Carbon-D-Arabinose\t0.0\n", + "Sulfate-N-Acetyl-L-glutamate\t0.0\n", + "Nitrogen-e-Amino-N-Caproic-Acid\t0.0\n", + "Biolog-C-lac-S-tsul\t0.0\n", + "Nitrogen-Adenine\t0.0\n", + "Carbon-D-Glucuronic-Acid\t0.0\n", + "Carbon-Chondroitin-Sulfate-C\t0.0\n", + "Carbon-D-Glucose\t0.0\n", + "Carbon-L-Serine\t0.0\n", + "Phosphate-Adenosine-3-Monophosphate\t0.0\n", + "Sulfate-Mannitol\t0.0\n", + "Nitrogen-L-Histidine\t0.0\n", + "Phosphate-Uridine-2-3-Cyclic-Monophosphate\t0.0\n", + "Phosphate-Phospho-L-Arginine\t0.0\n", + "Biolog-C-lac-S-so3\t0.0\n", + "Nitrogen-Gly-Met\t0.0\n", + "Sulfate-Thiourea\t0.0\n", + "Nitrogen-Methylamine\t0.0\n", + "Sulfate-L-Homoserine\t0.0\n", + "Carbon-Malonic-Acid\t0.0\n", + "Carbon-Adonitol\t0.0\n", + "Carbon-Inulin\t0.0\n", + "Carbon-L-Valine\t0.0\n", + "Carbon-D-Sorbitol\t0.0\n", + "Carbon-Tween-20\t0.0\n", + "Phosphate-O-Phospho-L-Tyrosine\t0.0\n", + "Nitrogen-Xanthosine\t0.0\n", + "Carbon-Ethanolamine\t0.0\n", + "Sulfate-Fumarate\t0.0\n", + "Sulfate-2-1-beta-D-Fructosyl-n\t0.0\n", + "Sulfate-L-Threonine\t0.0\n", + "Sulfate-D-Glucose-6-phosphate\t0.0\n", + "Carbon-Glycine\t0.0\n", + "Sulfate-Nitrate\t0.0\n", + "Carbon-L-Sorbose\t0.0\n", + "Carbon-Acetamide\t0.0\n", + "Carbon-Glycerol\t0.0\n", + "Sulfate-D-Galacturonate\t0.0\n", + "Sulfate-Itaconate\t0.0\n", + "Nitrogen-Thymine\t0.0\n", + "Phosphate-Cytidine-3-5-Cyclic-Monophosphate\t0.0\n", + "Sulfate-L-Tyrosine\t0.0\n", + "Sulfate-N-Acetyl-L-Cysteine\t0.0\n", + "Phosphate-D-L-a-Glycerol-Phosphate\t0.0\n", + "Sulfate-Glycine\t0.0\n", + "Nitrogen-d-Amino-N-Valeric-Acid\t0.0\n", + "Sulfate-D-Glucosamine\t0.0\n", + "Sulfate-5-Oxoproline\t0.0\n", + "Phosphate-D-Glucosamine-6-Phosphate\t0.0\n", + "Biolog-C-thr-l-N-thr-l\t0.0\n", + "Carbon-Acetoacetic-Acid\t0.0\n", + "Sulfate-L-Tryptophan\t0.0\n", + "Sulfate-Formamide\t0.0\n", + "Nitrogen-Agmatine\t0.0\n", + "Sulfate-D-L-Ethionine\t0.0\n", + "Biolog-C-glu-l-N-glu-l\t0.0\n", + "Carbon-D-Trehalose\t0.0\n", + "BU12_10\t0.0\n", + "BU7_LacPrx\t0.0\n", + "C-acetate\t0.0\n", + "C-Citrate\t0.0\n", + "C-D-Glucose\t0.0\n", + "fdx2_ActOxl_t2\t0.0\n", + "LB_4C_24h\t0.0\n", + "C-D-Lactate\t0.0\n", + "RefGlucoseMinimal\t0.0\n" + ] + } + ], + "source": [ + "kbase_api = cobrakbase.KBaseAPI()\n", + "#Getting B. theta model out of KBase\n", + "model = kbase_api.get_from_ws(\"E_iML1515.kb\",40576)\n", + "#Creating KBase media package for assigning constraints based on media\n", + "kmp = KBaseMediaPkg(model)\n", + "#Getting list of all media in KBase\n", + "media_list = kbase_api.list_objects(\"KBaseMedia\")\n", + "print(\"Media\\tGrowth\")\n", + "for media_info in media_list:\n", + " #Getting media object data\n", + " media = kbase_api.get_from_ws(media_info[1],media_info[6])\n", + " #Constraining model based on media\n", + " kmp.build_package(media)\n", + " #Optimizing model\n", + " solution=model.optimize()\n", + " #Printing predicted growth rate in media\n", + " print(media_info[1]+\"\\t\"+str(solution.objective_value))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Flux Analysis/MetaboFBAExample.ipynb b/examples/Flux Analysis/MetaboFBAExample.ipynb index 5c47ddfa..722c08b0 100644 --- a/examples/Flux Analysis/MetaboFBAExample.ipynb +++ b/examples/Flux Analysis/MetaboFBAExample.ipynb @@ -1,102 +1,102 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.7\n" - ] - } - ], - "source": [ - "import sys\n", - "import cobra\n", - "import cplex\n", - "import cobrakbase\n", - "#Put the path to ModelSEEDpy on your machine here\n", - "sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", - "#import modelseedpy.fbapkg\n", - "from modelseedpy import GapfillingPkg, KBaseMediaPkg, MetaboFBAPkg\n", - "from modelseedpy import FBAHelper\n" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "ename": "SyntaxError", - "evalue": "invalid syntax (, line 18)", - "output_type": "error", - "traceback": [ - "\u001b[0;36m File \u001b[0;32m\"\"\u001b[0;36m, line \u001b[0;32m18\u001b[0m\n\u001b[0;31m mfp.build_package({\"peaks\":[{\"id\":\"peak.1\",\"inchi\":,\"set_objective\":1})\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n" - ] - } - ], - "source": [ - "kbase_api = cobrakbase.KBaseAPI()\n", - "model = kbase_api.get_from_ws(\"test_model\",18528)\n", - "pickaxe_model = kbase_api.get_from_ws(\"MMSyn3Expansion\",29280)\n", - "model.solver = 'optlang-cplex'\n", - "template = kbase_api.get_from_ws(\"GramNegModelTemplateV3\",\"NewKBaseModelTemplates\")\n", - "media = kbase_api.get_from_ws(\"Carbon-D-Glucose\",\"KBaseMedia\")\n", - "metabolome = kbase_api.get_from_ws(\"JCVI_Syn3_metabolomics\",29280)\n", - "FBAHelper.set_objective_from_target_reaction(model,\"bio1\")\n", - "copy_model = cobra.io.json.from_json(cobra.io.json.to_json(model))\n", - "gfp = GapfillingPkg(copy_model)\n", - "gfp.build_package({\n", - " \"default_gapfill_models\":[pickaxe_model]\n", - " \"default_gapfill_templates\":[template],\n", - " \"gapfill_all_indecies_with_default_templates\":1,\n", - " \"minimum_obj\":0.01,\n", - " \"set_objective\":0\n", - "})\n", - "kmp = KBaseMediaPkg(copy_model)\n", - "kmp.build_package(media)\n", - "mfp = MetaboFBAPkg(copy_model)\n", - "mfp.build_package({\"peaks\":metabolome.build_peaks_data(),\"set_objective\":1})\n", - "sol=model.optimize()\n", - "with open('MetaboFBA.lp', 'w') as out:\n", - " out.write(str(model.solver))\n", - "#Next minimize active reactions\n", - "model.summary()\n", - "\n", - "cobra.io.save_json_model(model,filename)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# MetaboFBAPkg example" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.7\n" + ] + } + ], + "source": [ + "import sys\n", + "import cobra\n", + "import cplex\n", + "import cobrakbase\n", + "#Put the path to ModelSEEDpy on your machine here\n", + "sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", + "#import modelseedpy.fbapkg\n", + "from modelseedpy import GapfillingPkg, KBaseMediaPkg, MetaboFBAPkg\n", + "from modelseedpy import FBAHelper\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "ename": "SyntaxError", + "evalue": "invalid syntax (, line 18)", + "output_type": "error", + "traceback": [ + "\u001b[0;36m File \u001b[0;32m\"\"\u001b[0;36m, line \u001b[0;32m18\u001b[0m\n\u001b[0;31m mfp.build_package({\"peaks\":[{\"id\":\"peak.1\",\"inchi\":,\"set_objective\":1})\u001b[0m\n\u001b[0m ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n" + ] + } + ], + "source": [ + "kbase_api = cobrakbase.KBaseAPI()\n", + "model = kbase_api.get_from_ws(\"test_model\",18528)\n", + "pickaxe_model = kbase_api.get_from_ws(\"MMSyn3Expansion\",29280)\n", + "model.solver = 'optlang-cplex'\n", + "template = kbase_api.get_from_ws(\"GramNegModelTemplateV3\",\"NewKBaseModelTemplates\")\n", + "media = kbase_api.get_from_ws(\"Carbon-D-Glucose\",\"KBaseMedia\")\n", + "metabolome = kbase_api.get_from_ws(\"JCVI_Syn3_metabolomics\",29280)\n", + "FBAHelper.set_objective_from_target_reaction(model,\"bio1\")\n", + "copy_model = cobra.io.json.from_json(cobra.io.json.to_json(model))\n", + "gfp = GapfillingPkg(copy_model)\n", + "gfp.build_package({\n", + " \"default_gapfill_models\":[pickaxe_model]\n", + " \"default_gapfill_templates\":[template],\n", + " \"gapfill_all_indecies_with_default_templates\":1,\n", + " \"minimum_obj\":0.01,\n", + " \"set_objective\":0\n", + "})\n", + "kmp = KBaseMediaPkg(copy_model)\n", + "kmp.build_package(media)\n", + "mfp = MetaboFBAPkg(copy_model)\n", + "mfp.build_package({\"peaks\":metabolome.build_peaks_data(),\"set_objective\":1})\n", + "sol=model.optimize()\n", + "with open('MetaboFBA.lp', 'w') as out:\n", + " out.write(str(model.solver))\n", + "#Next minimize active reactions\n", + "model.summary()\n", + "\n", + "cobra.io.save_json_model(model,filename)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Flux Analysis/Thermo/FullThermodynamicsExample.ipynb b/examples/Flux Analysis/Thermo/FullThermodynamicsExample.ipynb new file mode 100644 index 00000000..72363272 --- /dev/null +++ b/examples/Flux Analysis/Thermo/FullThermodynamicsExample.ipynb @@ -0,0 +1,1390 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# FullThermoPkg example" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n" + ] + } + ], + "source": [ + "# define the environment path \n", + "import os\n", + "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", + "os.environ[\"HOME\"] = local_cobrakbase_path\n", + "\n", + "# import the models\n", + "import cobrakbase\n", + "token = 'WE6CHYRDTJSGOHFIDGPE7WYFT6PRPXJL'\n", + "kbase_api = cobrakbase.KBaseAPI(token)\n", + "\n", + "#Put the path to ModelSEEDpy on your machine here\n", + "# import sys\n", + "# sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", + "#import modelseedpy.fbapkg\n", + "from modelseedpy import KBaseMediaPkg, FullThermoPkg\n", + "from modelseedpy import FBAHelper\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n" + ] + }, + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 26.513845730068834

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
arabttr_e0EX_arabttr_e08.76400.00%
cpd00001_e0EX_cpd00001_e010000.00%
cpd00007_e0EX_cpd00007_e010000.00%
cpd00009_e0EX_cpd00009_e044.1100.00%
cpd00028_e0EX_cpd00028_e00.1238340.04%
cpd00030_e0EX_cpd00030_e00.123800.00%
cpd00034_e0EX_cpd00034_e00.123800.00%
cpd00039_e0EX_cpd00039_e08.84460.46%
cpd00047_e0EX_cpd00047_e030.9910.27%
cpd00063_e0EX_cpd00063_e00.123800.00%
cpd00065_e0EX_cpd00065_e0100119.64%
cpd00076_e0EX_cpd00076_e01001210.51%
cpd00084_e0EX_cpd00084_e02.60730.07%
cpd00104_e0EX_cpd00104_e00.1238100.01%
cpd00106_e0EX_cpd00106_e052.1241.83%
cpd00108_e0EX_cpd00108_e01.30260.07%
cpd00119_e0EX_cpd00119_e010065.26%
cpd00122_e0EX_cpd00122_e04.90480.34%
cpd00149_e0EX_cpd00149_e00.123800.00%
cpd00159_e0EX_cpd00159_e010032.63%
cpd00166_e0EX_cpd00166_e00.1238720.08%
cpd00179_e0EX_cpd00179_e082.65128.69%
cpd00182_e0EX_cpd00182_e0100108.76%
cpd00205_e0EX_cpd00205_e00.123800.00%
cpd00218_e0EX_cpd00218_e00.247560.01%
cpd00220_e0EX_cpd00220_e00.2475170.04%
cpd00221_e0EX_cpd00221_e010032.63%
cpd00224_e0EX_cpd00224_e010054.38%
cpd00254_e0EX_cpd00254_e00.123800.00%
cpd00263_e0EX_cpd00263_e00.123880.01%
cpd00280_e0EX_cpd00280_e02.60460.14%
cpd00305_e0EX_cpd00305_e00.1238120.01%
cpd00311_e0EX_cpd00311_e06.167100.54%
cpd00322_e0EX_cpd00322_e011.4460.60%
cpd00363_e0EX_cpd00363_e010021.75%
cpd00367_e0EX_cpd00367_e010097.88%
cpd00393_e0EX_cpd00393_e00.3713190.06%
cpd00396_e0EX_cpd00396_e01.30260.07%
cpd00644_e0EX_cpd00644_e00.247590.02%
cpd00654_e0EX_cpd00654_e095.4997.53%
cpd00971_e0EX_cpd00971_e00.123800.00%
cpd10515_e0EX_cpd10515_e00.247500.00%
cpd11591_e0EX_cpd11591_e097.7976.00%
cpd11640_e0EX_cpd11640_e010000.00%
cpd15500_e0EX_cpd15500_e00.1238510.06%
cpd15551_e0EX_cpd15551_e05.71270.35%
cpd15605_e0EX_cpd15605_e0100119.64%
cpd15606_e0EX_cpd15606_e0100119.64%
cps_bt_e0EX_cps_bt_e00.123800.00%
galam_e0EX_galam_e010000.00%
glyasn_e0EX_glyasn_e010000.00%
hspg_degr_11_e0EX_hspg_degr_11_e010000.00%
hspg_degr_6_e0EX_hspg_degr_6_e010000.00%
leuleu_e0EX_leuleu_e057.7900.00%
lps_bt_e0EX_lps_bt_e00.515700.00%
pe_cer1_bt_e0EX_pe_cer1_bt_e00.123800.00%
pect_e0EX_pect_e00.512800.00%
phearg_e0EX_phearg_e010000.00%
sphmyln_bt_e0EX_sphmyln_bt_e00.123800.00%

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
arabinan101_e0EX_arabinan101_e0-1.30200.00%
argarg_e0EX_argarg_e0-46.1200.00%
cpd00011_e0EX_cpd00011_e0-10010.73%
cpd00013_e0EX_cpd00013_e0-10000.00%
cpd00020_e0EX_cpd00020_e0-10032.20%
cpd00027_e0EX_cpd00027_e0-10064.41%
cpd00029_e0EX_cpd00029_e0-10021.47%
cpd00033_e0EX_cpd00033_e0-10021.47%
cpd00035_e0EX_cpd00035_e0-10032.20%
cpd00036_e0EX_cpd00036_e0-10042.94%
cpd00041_e0EX_cpd00041_e0-10042.94%
cpd00053_e0EX_cpd00053_e0-10053.67%
cpd00054_e0EX_cpd00054_e0-10032.20%
cpd00060_e0EX_cpd00060_e0-93.753.44%
cpd00066_e0EX_cpd00066_e0-95.2196.30%
cpd00067_e0EX_cpd00067_e0-10000.00%
cpd00069_e0EX_cpd00069_e0-96.4496.38%
cpd00082_e0EX_cpd00082_e0-10064.41%
cpd00092_e0EX_cpd00092_e0-94.2542.77%
cpd00105_e0EX_cpd00105_e0-10053.67%
cpd00107_e0EX_cpd00107_e0-10064.41%
cpd00116_e0EX_cpd00116_e0-10010.73%
cpd00117_e0EX_cpd00117_e0-10032.20%
cpd00132_e0EX_cpd00132_e0-93.7842.76%
cpd00141_e0EX_cpd00141_e0-55.0231.21%
cpd00156_e0EX_cpd00156_e0-13.7750.51%
cpd00161_e0EX_cpd00161_e0-93.4642.75%
cpd00164_e0EX_cpd00164_e0-10064.41%
cpd00249_e0EX_cpd00249_e0-92.8496.14%
cpd00276_e0EX_cpd00276_e0-10064.41%
cpd00430_e0EX_cpd00430_e0-10085.88%
cpd00438_e0EX_cpd00438_e0-94.25106.93%
cpd15836_e0EX_cpd15836_e0-97.5496.45%
hspg_degr_12_e0EX_hspg_degr_12_e0-10000.00%
indlac_e0EX_indlac_e0-98.5400.00%
unsdigalur_e0EX_unsdigalur_e0-10000.00%
cpd11416_c0SK_cpd11416_c0-26.5100.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model = kbase_api.get_from_ws(\"E_iAH991V2\",40576)\n", + "model.solver = 'glpk'\n", + "kmp = KBaseMediaPkg(model)\n", + "kmp.build_package(None)\n", + "FBAHelper.set_objective_from_target_reaction(model,\"bio1\")\n", + "sol=model.optimize()\n", + "model.summary()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "12ethd_e0 has no modelseed ID!\n", + "12ethd_c0 has no modelseed ID!\n", + "2ameph_c0 has no modelseed ID!\n", + "pald_c0 has no modelseed ID!\n", + "2fuclac_e0 has no modelseed ID!\n", + "cpd11493_c0 has modelseed ID cpd11493 but does not have a valid deltaG!\n", + "2mbutACP_c0 has no modelseed ID!\n", + "2mmal_c0 has no modelseed ID!\n", + "2mmale_c0 has no modelseed ID!\n", + "e3mmal_c0 has no modelseed ID!\n", + "3fuclac_e0 has no modelseed ID!\n", + "3hgACPm_c0 has no modelseed ID!\n", + "egACPm_c0 has no modelseed ID!\n", + "3hpACPm_c0 has no modelseed ID!\n", + "epACPm_c0 has no modelseed ID!\n", + "cpd11482_c0 has modelseed ID cpd11482 but does not have a valid deltaG!\n", + "cpd11475_c0 has modelseed ID cpd11475 but does not have a valid deltaG!\n", + "10m3hundecACP_c0 has no modelseed ID!\n", + "10mtundec2eACP_c0 has no modelseed ID!\n", + "10m3hddcaACP_c0 has no modelseed ID!\n", + "10mtddec2eACP_c0 has no modelseed ID!\n", + "11m3hddcaACP_c0 has no modelseed ID!\n", + "11mtddec2eACP_c0 has no modelseed ID!\n", + "cpd11480_c0 has modelseed ID cpd11480 but does not have a valid deltaG!\n", + "cpd11469_c0 has modelseed ID cpd11469 but does not have a valid deltaG!\n", + "cpd15366_c0 has modelseed ID cpd15366 but does not have a valid deltaG!\n", + "cpd15569_c0 has modelseed ID cpd15569 but does not have a valid deltaG!\n", + "12m3htridecACP_c0 has no modelseed ID!\n", + "12mttritec2eACP_c0 has no modelseed ID!\n", + "12m3hmyrsACP_c0 has no modelseed ID!\n", + "12mtmrs2eACP_c0 has no modelseed ID!\n", + "13m3hmyrsACP_c0 has no modelseed ID!\n", + "13mtmrs2eACP_c0 has no modelseed ID!\n", + "cpd11484_c0 has modelseed ID cpd11484 but does not have a valid deltaG!\n", + "cpd11467_c0 has modelseed ID cpd11467 but does not have a valid deltaG!\n", + "cpd15368_c0 has modelseed ID cpd15368 but does not have a valid deltaG!\n", + "cpd15570_c0 has modelseed ID cpd15570 but does not have a valid deltaG!\n", + "14m3hpentdecACP_c0 has no modelseed ID!\n", + "14mtpentdec2eACP_c0 has no modelseed ID!\n", + "14m3hpalmACP_c0 has no modelseed ID!\n", + "14mtpalm2eACP_c0 has no modelseed ID!\n", + "15m3hpalmACP_c0 has no modelseed ID!\n", + "15mtpalm2eACP_c0 has no modelseed ID!\n", + "cpd11481_c0 has modelseed ID cpd11481 but does not have a valid deltaG!\n", + "cpd11477_c0 has modelseed ID cpd11477 but does not have a valid deltaG!\n", + "cpd15369_c0 has modelseed ID cpd15369 but does not have a valid deltaG!\n", + "cpd15571_c0 has modelseed ID cpd15571 but does not have a valid deltaG!\n", + "cpd15371_c0 has modelseed ID cpd15371 but does not have a valid deltaG!\n", + "cpd15572_c0 has modelseed ID cpd15572 but does not have a valid deltaG!\n", + "cpd15370_c0 has modelseed ID cpd15370 but does not have a valid deltaG!\n", + "cpd15568_c0 has modelseed ID cpd15568 but does not have a valid deltaG!\n", + "cpd11836_c0 has modelseed ID cpd11836 but does not have a valid deltaG!\n", + "cpd11465_c0 has modelseed ID cpd11465 but does not have a valid deltaG!\n", + "4m3hpentACP_c0 has no modelseed ID!\n", + "4mtpent2eACP_c0 has no modelseed ID!\n", + "4m3hhexACP_c0 has no modelseed ID!\n", + "4mthex2eACP_c0 has no modelseed ID!\n", + "5m3hhexACP_c0 has no modelseed ID!\n", + "5mthex2eACP_c0 has no modelseed ID!\n", + "cpd11479_c0 has modelseed ID cpd11479 but does not have a valid deltaG!\n", + "cpd11473_c0 has modelseed ID cpd11473 but does not have a valid deltaG!\n", + "6m3hheptACP_c0 has no modelseed ID!\n", + "6mthept2eACP_c0 has no modelseed ID!\n", + "6m3hocACP_c0 has no modelseed ID!\n", + "6mtoct2eACP_c0 has no modelseed ID!\n", + "7m3hocACP_c0 has no modelseed ID!\n", + "7mtoct2eACP_c0 has no modelseed ID!\n", + "cpd11483_c0 has modelseed ID cpd11483 but does not have a valid deltaG!\n", + "cpd11471_c0 has modelseed ID cpd11471 but does not have a valid deltaG!\n", + "8m3hdcaACP_c0 has no modelseed ID!\n", + "8mtdec2eACP_c0 has no modelseed ID!\n", + "8m3hnonACP_c0 has no modelseed ID!\n", + "8mtnon2eACP_c0 has no modelseed ID!\n", + "9m3hdcaACP_c0 has no modelseed ID!\n", + "9mtdec2eACP_c0 has no modelseed ID!\n", + "3ogACPm_c0 has no modelseed ID!\n", + "3opACPm_c0 has no modelseed ID!\n", + "cpd11487_c0 has modelseed ID cpd11487 but does not have a valid deltaG!\n", + "10m3oundecACP_c0 has no modelseed ID!\n", + "10m3oddcaACP_c0 has no modelseed ID!\n", + "11m3oddcaACP_c0 has no modelseed ID!\n", + "cpd11489_c0 has modelseed ID cpd11489 but does not have a valid deltaG!\n", + "cpd15373_c0 has modelseed ID cpd15373 but does not have a valid deltaG!\n", + "12m3otridecACP_c0 has no modelseed ID!\n", + "12m3omyrsACP_c0 has no modelseed ID!\n", + "13m3omyrsACP_c0 has no modelseed ID!\n", + "cpd11491_c0 has modelseed ID cpd11491 but does not have a valid deltaG!\n", + "cpd15374_c0 has modelseed ID cpd15374 but does not have a valid deltaG!\n", + "14m3opentdecACP_c0 has no modelseed ID!\n", + "14m3opalmACP_c0 has no modelseed ID!\n", + "15m3opalmACP_c0 has no modelseed ID!\n", + "cpd11485_c0 has modelseed ID cpd11485 but does not have a valid deltaG!\n", + "cpd15375_c0 has modelseed ID cpd15375 but does not have a valid deltaG!\n", + "cpd15377_c0 has modelseed ID cpd15377 but does not have a valid deltaG!\n", + "cpd15376_c0 has modelseed ID cpd15376 but does not have a valid deltaG!\n", + "cpd11488_c0 has modelseed ID cpd11488 but does not have a valid deltaG!\n", + "4m3opentACP_c0 has no modelseed ID!\n", + "4m3ohexACP_c0 has no modelseed ID!\n", + "5m3ohexACP_c0 has no modelseed ID!\n", + "cpd11486_c0 has modelseed ID cpd11486 but does not have a valid deltaG!\n", + "6m3oheptACP_c0 has no modelseed ID!\n", + "6m3oocACP_c0 has no modelseed ID!\n", + "7m3oocACP_c0 has no modelseed ID!\n", + "cpd11490_c0 has modelseed ID cpd11490 but does not have a valid deltaG!\n", + "8m3odcaACP_c0 has no modelseed ID!\n", + "8m3ononACP_c0 has no modelseed ID!\n", + "9m3odcaACP_c0 has no modelseed ID!\n", + "cpd11492_c0 has modelseed ID cpd11492 but does not have a valid deltaG!\n", + "cpd11470_c0 has modelseed ID cpd11470 but does not have a valid deltaG!\n", + "10mundecACP_c0 has no modelseed ID!\n", + "10mddcaACP_c0 has no modelseed ID!\n", + "11mddcaACP_c0 has no modelseed ID!\n", + "cpd11474_c0 has modelseed ID cpd11474 but does not have a valid deltaG!\n", + "cpd15416_c0 has modelseed ID cpd15416 but does not have a valid deltaG!\n", + "12mtridecACP_c0 has no modelseed ID!\n", + "12mmyrsACP_c0 has no modelseed ID!\n", + "13mmyrsACP_c0 has no modelseed ID!\n", + "cpd11468_c0 has modelseed ID cpd11468 but does not have a valid deltaG!\n", + "cpd15415_c0 has modelseed ID cpd15415 but does not have a valid deltaG!\n", + "cpd11466_c0 has modelseed ID cpd11466 but does not have a valid deltaG!\n", + "cpd15294_c0 has modelseed ID cpd15294 but does not have a valid deltaG!\n", + "cpd15277_c0 has modelseed ID cpd15277 but does not have a valid deltaG!\n", + "cpd15239_c0 has modelseed ID cpd15239 but does not have a valid deltaG!\n", + "2mpropACP_c0 has no modelseed ID!\n", + "3mbutACP_c0 has no modelseed ID!\n", + "4mpentACP_c0 has no modelseed ID!\n", + "4mhexACP_c0 has no modelseed ID!\n", + "5mhexACP_c0 has no modelseed ID!\n", + "cpd11464_c0 has modelseed ID cpd11464 but does not have a valid deltaG!\n", + "6mheptACP_c0 has no modelseed ID!\n", + "6mocACP_c0 has no modelseed ID!\n", + "7mocACP_c0 has no modelseed ID!\n", + "cpd11472_c0 has modelseed ID cpd11472 but does not have a valid deltaG!\n", + "8mdcaACP_c0 has no modelseed ID!\n", + "8mnonACP_c0 has no modelseed ID!\n", + "9mdcaACP_c0 has no modelseed ID!\n", + "7ocholate_c0 has no modelseed ID!\n", + "cpd00971_c0 has modelseed ID cpd00971 but does not have a valid deltaG!\n", + "7ocholate_e0 has no modelseed ID!\n", + "cpd00971_e0 has modelseed ID cpd00971 but does not have a valid deltaG!\n", + "acgal6p_c0 has no modelseed ID!\n", + "kdnp_c0 has no modelseed ID!\n", + "cpd15522_c0 has modelseed ID cpd15522 but does not have a valid deltaG!\n", + "cpd15327_c0 has modelseed ID cpd15327 but does not have a valid deltaG!\n", + "cpd15524_c0 has modelseed ID cpd15524 but does not have a valid deltaG!\n", + "cpd15526_c0 has modelseed ID cpd15526 but does not have a valid deltaG!\n", + "1aipdecg3p_c0 has no modelseed ID!\n", + "aipdcoa_c0 has no modelseed ID!\n", + "paai15_c0 has no modelseed ID!\n", + "aihpdcoa_c0 has no modelseed ID!\n", + "1aihpdecg3p_c0 has no modelseed ID!\n", + "paai17_c0 has no modelseed ID!\n", + "itdcoa_c0 has no modelseed ID!\n", + "1itdecg3p_c0 has no modelseed ID!\n", + "pai14_c0 has no modelseed ID!\n", + "ipdcoa_c0 has no modelseed ID!\n", + "1ipdecg3p_c0 has no modelseed ID!\n", + "pai15_c0 has no modelseed ID!\n", + "ihdcoa_c0 has no modelseed ID!\n", + "1ihdecg3p_c0 has no modelseed ID!\n", + "pai16_c0 has no modelseed ID!\n", + "ihpdcoa_c0 has no modelseed ID!\n", + "1ihpdecg3p_c0 has no modelseed ID!\n", + "pai17_c0 has no modelseed ID!\n", + "cpd11494_c0 has modelseed ID cpd11494 but does not have a valid deltaG!\n", + "cpd12370_c0 has modelseed ID cpd12370 but does not have a valid deltaG!\n", + "cpd00421_c0 has modelseed ID cpd00421 but does not have a valid deltaG!\n", + "cpd00166_e0 has modelseed ID cpd00166 but does not have a valid deltaG!\n", + "cpd00166_c0 has modelseed ID cpd00166 but does not have a valid deltaG!\n", + "galam6p_c0 has no modelseed ID!\n", + "ncptrc_c0 has no modelseed ID!\n", + "cpd15521_c0 has modelseed ID cpd15521 but does not have a valid deltaG!\n", + "cpd15268_c0 has modelseed ID cpd15268 but does not have a valid deltaG!\n", + "cpd15328_c0 has modelseed ID cpd15328 but does not have a valid deltaG!\n", + "cpd11825_c0 has modelseed ID cpd11825 but does not have a valid deltaG!\n", + "cpd15527_c0 has modelseed ID cpd15527 but does not have a valid deltaG!\n", + "s2l2n2m2m_e0 has no modelseed ID!\n", + "s2l2n2m2mn_e0 has no modelseed ID!\n", + "chtbs_e0 has no modelseed ID!\n", + "n2m2mn_e0 has no modelseed ID!\n", + "m2mn_e0 has no modelseed ID!\n", + "cpd11421_c0 has modelseed ID cpd11421 but does not have a valid deltaG!\n", + "cpd11420_c0 has modelseed ID cpd11420 but does not have a valid deltaG!\n", + "14mpalmACP_c0 has no modelseed ID!\n", + "alaasp_c0 has no modelseed ID!\n", + "alaasp_e0 has no modelseed ID!\n", + "alaglu_c0 has no modelseed ID!\n", + "alaglu_e0 has no modelseed ID!\n", + "alagly_c0 has no modelseed ID!\n", + "alagly_e0 has no modelseed ID!\n", + "alathr_c0 has no modelseed ID!\n", + "alathr_e0 has no modelseed ID!\n", + "cpd03485_c0 has modelseed ID cpd03485 but does not have a valid deltaG!\n", + "cpd15494_c0 has modelseed ID cpd15494 but does not have a valid deltaG!\n", + "amannan140_e0 has no modelseed ID!\n", + "2dmmql10_c0 has no modelseed ID!\n", + "mql10_c0 has no modelseed ID!\n", + "2dmmql11_c0 has no modelseed ID!\n", + "mql11_c0 has no modelseed ID!\n", + "2dmmql7_c0 has no modelseed ID!\n", + "cpd11451_c0 has modelseed ID cpd11451 but does not have a valid deltaG!\n", + "2dmmql9_c0 has no modelseed ID!\n", + "mql9_c0 has no modelseed ID!\n", + "strch1_e0 has no modelseed ID!\n", + "strch2_e0 has no modelseed ID!\n", + "amylose300_e0 has no modelseed ID!\n", + "starch1200_e0 has no modelseed ID!\n", + "pmACP_c0 has no modelseed ID!\n", + "arabttr_e0 has no modelseed ID!\n", + "arabinan101_e0 has no modelseed ID!\n", + "arabinogal_e0 has no modelseed ID!\n", + "argarg_c0 has no modelseed ID!\n", + "argarg_e0 has no modelseed ID!\n", + "Largn_c0 has no modelseed ID!\n", + "hspg_degr_4_e0 has no modelseed ID!\n", + "hspg_degr_5_e0 has no modelseed ID!\n", + "hspg_degr_9_e0 has no modelseed ID!\n", + "hspg_degr_10_e0 has no modelseed ID!\n", + "hspg_degr_3_e0 has no modelseed ID!\n", + "hspg_degr_8_e0 has no modelseed ID!\n", + "mn_e0 has no modelseed ID!\n", + "apoC_Lys_c0 has no modelseed ID!\n", + "apoC_Lys_btn_c0 has no modelseed ID!\n", + "cpd00063_e0 has modelseed ID cpd00063 but does not have a valid deltaG!\n", + "cpd00063_c0 has modelseed ID cpd00063 but does not have a valid deltaG!\n", + "cpd15836_c0 has modelseed ID cpd15836 but does not have a valid deltaG!\n", + "cpd15836_e0 has modelseed ID cpd15836 but does not have a valid deltaG!\n", + "cpd00635_e0 has modelseed ID cpd00635 but does not have a valid deltaG!\n", + "cpd00635_c0 has modelseed ID cpd00635 but does not have a valid deltaG!\n", + "cpd00110_c0 has modelseed ID cpd00110 but does not have a valid deltaG!\n", + "cpd00109_c0 has modelseed ID cpd00109 but does not have a valid deltaG!\n", + "cpd01012_c0 has modelseed ID cpd01012 but does not have a valid deltaG!\n", + "cpd01012_e0 has modelseed ID cpd01012 but does not have a valid deltaG!\n", + "cdpglc_c0 has no modelseed ID!\n", + "cdpddg_c0 has no modelseed ID!\n", + "cer1_bt_c0 has no modelseed ID!\n", + "sphmyln_bt_c0 has no modelseed ID!\n", + "pe_cer1_bt_c0 has no modelseed ID!\n", + "kdn_c0 has no modelseed ID!\n", + "ckdn_c0 has no modelseed ID!\n", + "cpd15536_c0 has modelseed ID cpd15536 but does not have a valid deltaG!\n", + "cpd15426_c0 has modelseed ID cpd15426 but does not have a valid deltaG!\n", + "cpd15538_c0 has modelseed ID cpd15538 but does not have a valid deltaG!\n", + "cpd15428_c0 has modelseed ID cpd15428 but does not have a valid deltaG!\n", + "cpd15540_c0 has modelseed ID cpd15540 but does not have a valid deltaG!\n", + "cpd15430_c0 has modelseed ID cpd15430 but does not have a valid deltaG!\n", + "pgai15_c0 has no modelseed ID!\n", 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but does not have a valid deltaG!\n", + "leugly_c0 has no modelseed ID!\n", + "leuleu_c0 has no modelseed ID!\n", + "lipidX_bt_c0 has no modelseed ID!\n", + "u2ga_bt_c0 has no modelseed ID!\n", + "lipidAds_bt_c0 has no modelseed ID!\n", + "core_lps_bt_c0 has no modelseed ID!\n", + "lps_bt_c0 has no modelseed ID!\n", + "malcoam_c0 has no modelseed ID!\n", + "mantr_c0 has no modelseed ID!\n", + "mbenz_c0 has no modelseed ID!\n", + "metala_c0 has no modelseed ID!\n", + "cpd15498_c0 has modelseed ID cpd15498 but does not have a valid deltaG!\n", + "cpd00030_c0 has modelseed ID cpd00030 but does not have a valid deltaG!\n", + "lipidA_bt_c0 has no modelseed ID!\n", + "nicrns_c0 has no modelseed ID!\n", + "cpd02968_c0 has modelseed ID cpd02968 but does not have a valid deltaG!\n", + "cpd04097_c0 has modelseed ID cpd04097 but does not have a valid deltaG!\n", + "cpd15531_c0 has modelseed ID cpd15531 but does not have a valid deltaG!\n", + "cpd15542_c0 has modelseed ID cpd15542 but does not 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" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ftp = FullThermoPkg(model)\n", + "modelseed_db_path = os.path.join('..', '..', '..', 'ModelSEEDDatabase') # /Users/chenry/code/ModelSEEDDatabase/\n", + "ftp.build_package({\"modelseed_path\":modelseed_db_path})\n", + "with open('FullThermo.lp', 'w') as out:\n", + " out.write(str(model.solver))\n", + "sol=model.optimize()\n", + "#Next minimize active reactions\n", + "model.summary()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Flux Analysis/TFA_tests.ipynb b/examples/Flux Analysis/Thermo/TFA_tests.ipynb similarity index 96% rename from examples/Flux Analysis/TFA_tests.ipynb rename to examples/Flux Analysis/Thermo/TFA_tests.ipynb index d68e91dd..3eeca822 100644 --- a/examples/Flux Analysis/TFA_tests.ipynb +++ b/examples/Flux Analysis/Thermo/TFA_tests.ipynb @@ -1,1510 +1,1510 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Import the modules " - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd11416_c0]: not found\n" - ] - } - ], - "source": [ - "# import the general modules\n", - "from optlang.symbolics import Zero\n", - "\n", - "# define the environment path \n", - "import os\n", - "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", - "os.environ[\"HOME\"] = local_cobrakbase_path\n", - "\n", - "# import the models\n", - "import cobrakbase\n", - "token = 'WE6CHYRDTJSGOHFIDGPE7WYFT6PRPXJL'\n", - "kbase = cobrakbase.KBaseAPI(token)\n", - "\n", - "# define the example individual model and associated API media package\n", - "#model = kbase.get_from_ws('e_coli_core', 94253)\n", - "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", - "#model = kbase.get_from_ws('E_iAH991V2', 94253)\n", - "model.solver = 'glpk'\n", - "\n", - "# local ModelSEED database path\n", - "modelseed_db_path = os.path.join('..', '..', '..', 'ModelSEEDDatabase')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# -----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# RevBin package test" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The RevBin package prevents directional fluxes through reactions that have net zero flux. This is exemplified in the following demonstration, where the forward progression of the reversible ethanol transport reaction (rxn08427_c0) is optimized despite lacking the ability to have net flux. The unconstrained simulation possesses a maximal objective value, while the RevBin-constrained simulation possesses an objective value of zero. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Unconstrained simulation" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd11416_c0]: not found\n" - ] - }, - { - "data": { - "text/plain": [ - "{'EX_cpd00013_e0': 1000,\n", - " 'EX_cpd00053_e0': 1000,\n", - " 'EX_cpd00036_e0': 1000,\n", - " 'EX_cpd00047_e0': 1000,\n", - " 'EX_cpd00130_e0': 1000,\n", - " 'EX_cpd00024_e0': 1000,\n", - " 'EX_cpd00007_e0': 1000,\n", - " 'EX_cpd00009_e0': 1000,\n", - " 'EX_cpd00001_e0': 1000,\n", - " 'EX_cpd00027_e0': 1000,\n", - " 'EX_cpd00023_e0': 1000,\n", - " 'EX_cpd00029_e0': 1000,\n", - " 'EX_cpd00082_e0': 1000,\n", - " 'EX_cpd00106_e0': 1000,\n", - " 'EX_cpd00071_e0': 1000,\n", - " 'EX_cpd00020_e0': 1000,\n", - " 'EX_cpd00221_e0': 1000,\n", - " 'EX_cpd00067_e0': 1000,\n", - " 'EX_cpd00011_e0': 1000}" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "

Objective

1.0 rxn08427_c0 = 0.0

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", - "\n", - "with model:\n", - " ethanol = 'EX_cpd00363_e0'\n", - " # block ethanol exchange\n", - " medium = model.medium\n", - " medium[ethanol] = 0\n", - " model.medium = medium\n", - " display(model.medium)\n", - " \n", - " # set the objective function\n", - " model.objective = model.problem.Objective(model.reactions.rxn08427_c0.flux_expression,\n", - " direction='max') \n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## RevBin-constrained simulation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Constrain and execute the model" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'EX_cpd00013_e0': 1000,\n", - " 'EX_cpd00053_e0': 1000,\n", - " 'EX_cpd00036_e0': 1000,\n", - " 'EX_cpd00047_e0': 1000,\n", - " 'EX_cpd00130_e0': 1000,\n", - " 'EX_cpd00024_e0': 1000,\n", - " 'EX_cpd00007_e0': 1000,\n", - " 'EX_cpd00009_e0': 1000,\n", - " 'EX_cpd00001_e0': 1000,\n", - " 'EX_cpd00027_e0': 1000,\n", - " 'EX_cpd00023_e0': 1000,\n", - " 'EX_cpd00029_e0': 1000,\n", - " 'EX_cpd00082_e0': 1000,\n", - " 'EX_cpd00106_e0': 1000,\n", - " 'EX_cpd00071_e0': 1000,\n", - " 'EX_cpd00020_e0': 1000,\n", - " 'EX_cpd00221_e0': 1000,\n", - " 'EX_cpd00067_e0': 1000,\n", - " 'EX_cpd00011_e0': 1000}" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "

Objective

1.0 rxn08427_c0 = 0.0

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from modelseedpy.fbapkg import revbinpkg\n", - "\n", - "# apply the RevBin constraints \n", - "revbin = revbinpkg.RevBinPkg(model)\n", - "revbin.build_package()\n", - "\n", - "with model:\n", - " ethanol = 'EX_cpd00363_e0'\n", - " # block ethanol exchange\n", - " medium = model.medium\n", - " medium[ethanol] = 0\n", - " model.medium = medium\n", - " display(model.medium)\n", - " \n", - " # set the objective function #.forward_variable\n", - " model.objective = model.problem.Objective(model.reactions.rxn08427_c0.flux_expression,\n", - " direction='max') \n", - " #model.objective = model.reactions.rxn08427_c0 \n", - " \n", - " # execute the simulation\n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# -----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# SimpleThermo package test" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The SimpleThermo package prevents flux through thermodynamically infeasible reactions. This is exemplified in the following demonstrations. \n", - "\n", - "The first demonstration executes the model in an empty media, which is an infeasible environment for growth. The unconstrained model grows, while the SimpleThermo-constrained model does not grow. \n", - "The second demonstration optimizes the model for an internal loop (FRD7_c0) in the *E. coli* core model. The unconstrained model possesses a maximal objective value, while the SimpleThermo-constrained model possesses an objective value of zero. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Unconstrained simulation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Execute the model in anaerobic conditions" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'EX_cpd00071_e0': 1000,\n", - " 'EX_cpd00067_e0': 1000,\n", - " 'EX_cpd00009_e0': 1000,\n", - " 'EX_cpd00020_e0': 1000,\n", - " 'EX_cpd00027_e0': 1000,\n", - " 'EX_cpd00221_e0': 1000,\n", - " 'EX_cpd00053_e0': 1000,\n", - " 'EX_cpd00011_e0': 1000,\n", - " 'EX_cpd00130_e0': 1000,\n", - " 'EX_cpd00001_e0': 1000,\n", - " 'EX_cpd00047_e0': 1000,\n", - " 'EX_cpd00013_e0': 1000,\n", - " 'EX_cpd00023_e0': 1000,\n", - " 'EX_cpd00082_e0': 1000,\n", - " 'EX_cpd00106_e0': 1000,\n", - " 'EX_cpd00036_e0': 1000,\n", - " 'EX_cpd00363_e0': 1000,\n", - " 'EX_cpd00024_e0': 1000,\n", - " 'EX_cpd00029_e0': 1000}" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "

Objective

1.0 bio1 = 28.65020029793347

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0874.800.00%
cpd00009_e0EX_cpd00009_e0105.400.00%
cpd00020_e0EX_cpd00020_e0798.9323.32%
cpd00023_e0EX_cpd00023_e0350.6517.06%
cpd00027_e0EX_cpd00027_e05.87360.34%
cpd00053_e0EX_cpd00053_e07.32650.36%
cpd00071_e0EX_cpd00071_e01000219.46%
cpd00082_e0EX_cpd00082_e0532.2631.07%
cpd00130_e0EX_cpd00130_e0215.448.39%

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00011_e0EX_cpd00011_e0-1000111.04%
cpd00013_e0EX_cpd00013_e0-20900.00%
cpd00024_e0EX_cpd00024_e0-327518.05%
cpd00029_e0EX_cpd00029_e0-728.4216.08%
cpd00067_e0EX_cpd00067_e0-100000.00%
cpd00221_e0EX_cpd00221_e0-988.6332.74%
cpd00363_e0EX_cpd00363_e0-1000222.08%
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", - "\n", - "with model:\n", - " oxygen = 'EX_cpd00007_e0'\n", - " # edit the model media\n", - " medium = model.medium\n", - " medium[oxygen] = 0\n", - " model.medium = medium\n", - " display(model.medium)\n", - "\n", - " # execute the model\n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Execute the model with internal loop objective" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 FRD7_c0 = 1000.0

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "with model:\n", - " model.objective = model.reactions.FRD7_c0\n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## SimpleThermo-constrained simulation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Constrain the model" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "# ensure that all charges are integers\n", - "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", - "for metabolite in model.metabolites:\n", - " try:\n", - " metabolite.charge = int(metabolite.charge)\n", - " except:\n", - " print(metabolite, metabolite.charge)\n", - " metabolite.charge = None\n", - " \n", - "# apply the simple thermodynamic constraints \n", - "from modelseedpy.fbapkg import simplethermopkg\n", - "stp = simplethermopkg.SimpleThermoPkg(model)\n", - "stp.build_package(stp.parameters)\n", - "\n", - "# export the constrained LP file \n", - "with open('SimpleThermo.lp', 'w') as out:\n", - " out.write(str(model.solver))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Execute the model in anaerobic conditions" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'EX_cpd00071_e0': 1000,\n", - " 'EX_cpd00067_e0': 1000,\n", - " 'EX_cpd00009_e0': 1000,\n", - " 'EX_cpd00020_e0': 1000,\n", - " 'EX_cpd00027_e0': 1000,\n", - " 'EX_cpd00221_e0': 1000,\n", - " 'EX_cpd00053_e0': 1000,\n", - " 'EX_cpd00011_e0': 1000,\n", - " 'EX_cpd00130_e0': 1000,\n", - " 'EX_cpd00001_e0': 1000,\n", - " 'EX_cpd00047_e0': 1000,\n", - " 'EX_cpd00013_e0': 1000,\n", - " 'EX_cpd00023_e0': 1000,\n", - " 'EX_cpd00082_e0': 1000,\n", - " 'EX_cpd00106_e0': 1000,\n", - " 'EX_cpd00036_e0': 1000,\n", - " 'EX_cpd00363_e0': 1000,\n", - " 'EX_cpd00024_e0': 1000,\n", - " 'EX_cpd00029_e0': 1000}" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "

Objective

nan Expression = nan

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "with model:\n", - " oxygen = 'EX_cpd00007_e0'\n", - " # edit the model media\n", - " medium = model.medium\n", - " medium[oxygen] = 0\n", - " model.medium = medium\n", - " display(model.medium)\n", - "\n", - " # execute the model\n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Execute the model with internal loop objective" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 FRD7_c0 = 0.0

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "with model:\n", - " # execute the simulation\n", - " model.objective = model.reactions.FRD7_c0\n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# -----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# FullThermo package test" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The FullThermo package prevents flux through thermodynamically infeasible reactions, with greater specificity than the SimpleThermo package. This functionality is exemplified with a set of simulation conditions that appropriately grow in the unconstrained model yet prevent growth in the constrained model. These conditions presumably create a thermodynamically infeasible problem that prevents the constrained model yet allows the unconstrained model to grow. " - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Unconstrained simulation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## RevBin test" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'EX_cpd00071_e0': 1000,\n", - " 'EX_cpd00067_e0': 1000,\n", - " 'EX_cpd00009_e0': 1000,\n", - " 'EX_cpd00007_e0': 1000,\n", - " 'EX_cpd00020_e0': 1000,\n", - " 'EX_cpd00027_e0': 1000,\n", - " 'EX_cpd00221_e0': 1000,\n", - " 'EX_cpd00053_e0': 1000,\n", - " 'EX_cpd00011_e0': 1000,\n", - " 'EX_cpd00130_e0': 1000,\n", - " 'EX_cpd00001_e0': 1000,\n", - " 'EX_cpd00047_e0': 1000,\n", - " 'EX_cpd00013_e0': 1000,\n", - " 'EX_cpd00023_e0': 1000,\n", - " 'EX_cpd00082_e0': 1000,\n", - " 'EX_cpd00106_e0': 1000,\n", - " 'EX_cpd00036_e0': 1000,\n", - " 'EX_cpd00024_e0': 1000,\n", - " 'EX_cpd00029_e0': 1000}" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "

Objective

1.0 rxn08427_c0 = 0.0

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", - "\n", - "with model:\n", - " ethanol = 'EX_cpd00363_e0'\n", - " # block ethanol exchange\n", - " medium = model.medium\n", - " medium[ethanol] = 0\n", - " model.medium = medium\n", - " display(model.medium)\n", - " \n", - " # set the objective function\n", - " model.objective = model.problem.Objective(model.reactions.rxn08427_c0.flux_expression,\n", - " direction='max') \n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## SimpleThermo tests" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Execute the model with an optimized internal flux" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 FRD7_c0 = 1000.0

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", - "with model:\n", - " model.objective = model.reactions.FRD7_c0\n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Execute the model in anaerobic conditions" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'EX_cpd00071_e0': 1000,\n", - " 'EX_cpd00067_e0': 1000,\n", - " 'EX_cpd00009_e0': 1000,\n", - " 'EX_cpd00020_e0': 1000,\n", - " 'EX_cpd00027_e0': 1000,\n", - " 'EX_cpd00221_e0': 1000,\n", - " 'EX_cpd00053_e0': 1000,\n", - " 'EX_cpd00011_e0': 1000,\n", - " 'EX_cpd00130_e0': 1000,\n", - " 'EX_cpd00001_e0': 1000,\n", - " 'EX_cpd00047_e0': 1000,\n", - " 'EX_cpd00013_e0': 1000,\n", - " 'EX_cpd00023_e0': 1000,\n", - " 'EX_cpd00082_e0': 1000,\n", - " 'EX_cpd00106_e0': 1000,\n", - " 'EX_cpd00036_e0': 1000,\n", - " 'EX_cpd00363_e0': 1000,\n", - " 'EX_cpd00024_e0': 1000,\n", - " 'EX_cpd00029_e0': 1000}" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "

Objective

1.0 bio1 = 28.650200297933463

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e090.2800.00%
cpd00009_e0EX_cpd00009_e0105.400.00%
cpd00020_e0EX_cpd00020_e014.3930.39%
cpd00023_e0EX_cpd00023_e0350.6515.85%
cpd00027_e0EX_cpd00027_e05.87360.32%
cpd00053_e0EX_cpd00053_e07.32650.33%
cpd00071_e0EX_cpd00071_e01000218.08%
cpd00082_e0EX_cpd00082_e0532.2628.87%
cpd00130_e0EX_cpd00130_e01000436.16%

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00011_e0EX_cpd00011_e0-1000110.16%
cpd00013_e0EX_cpd00013_e0-20900.00%
cpd00024_e0EX_cpd00024_e0-327516.61%
cpd00029_e0EX_cpd00029_e0-728.4214.80%
cpd00036_e0EX_cpd00036_e0-784.6431.89%
cpd00067_e0EX_cpd00067_e0-100000.00%
cpd00221_e0EX_cpd00221_e0-20436.22%
cpd00363_e0EX_cpd00363_e0-1000220.32%
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "with model:\n", - " oxygen = 'EX_cpd00007_e0'\n", - " # edit the model media\n", - " medium = model.medium\n", - " medium[oxygen] = 0\n", - " model.medium = medium\n", - " display(model.medium)\n", - "\n", - " # execute the model\n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## FullThermo-constrained simulation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Constrain the model" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [ - "from modelseedpy.fbapkg import fullthermopkg\n", - "\n", - "# implement FullThermo with dgbin constraints\n", - "ftp = fullthermopkg.FullThermoPkg(model)\n", - "ftp.build_package({'modelseed_path':modelseed_db_path})\n", - "\n", - "# export the constrained LP file \n", - "with open('FullThermo.lp', 'w') as out:\n", - " out.write(str(model.solver))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Repeated RevBin test" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'EX_cpd00071_e0': 1000,\n", - " 'EX_cpd00067_e0': 1000,\n", - " 'EX_cpd00009_e0': 1000,\n", - " 'EX_cpd00007_e0': 1000,\n", - " 'EX_cpd00020_e0': 1000,\n", - " 'EX_cpd00027_e0': 1000,\n", - " 'EX_cpd00221_e0': 1000,\n", - " 'EX_cpd00053_e0': 1000,\n", - " 'EX_cpd00011_e0': 1000,\n", - " 'EX_cpd00130_e0': 1000,\n", - " 'EX_cpd00001_e0': 1000,\n", - " 'EX_cpd00047_e0': 1000,\n", - " 'EX_cpd00013_e0': 1000,\n", - " 'EX_cpd00023_e0': 1000,\n", - " 'EX_cpd00082_e0': 1000,\n", - " 'EX_cpd00106_e0': 1000,\n", - " 'EX_cpd00036_e0': 1000,\n", - " 'EX_cpd00024_e0': 1000,\n", - " 'EX_cpd00029_e0': 1000}" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "

Objective

1.0 rxn08427_c0 = 0.0

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "with model:\n", - " ethanol = 'EX_cpd00363_e0'\n", - " # block ethanol exchange\n", - " medium = model.medium\n", - " medium[ethanol] = 0\n", - " model.medium = medium\n", - " display(model.medium)\n", - " \n", - " # set the objective function\n", - " model.objective = model.problem.Objective(model.reactions.rxn08427_c0.flux_expression,\n", - " direction='max') \n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Repeated SimpleThermo tests" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Execute the model with an optimized internal flux" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 FRD7_c0 = 0.0

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "with model:\n", - " model.objective = model.reactions.FRD7_c0\n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Execute the constrained model in infeasible media" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{}" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "

Objective

nan Expression = nan

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "with model:\n", - " # define the simulation medium\n", - " medium = model.medium\n", - " medium = {}\n", - " model.medium = medium\n", - " display(model.medium)\n", - " \n", - " # print the results\n", - " display(model.summary())" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Execute the model in anaerobic conditions" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'EX_cpd00071_e0': 1000,\n", - " 'EX_cpd00067_e0': 1000,\n", - " 'EX_cpd00009_e0': 1000,\n", - " 'EX_cpd00020_e0': 1000,\n", - " 'EX_cpd00027_e0': 1000,\n", - " 'EX_cpd00221_e0': 1000,\n", - " 'EX_cpd00053_e0': 1000,\n", - " 'EX_cpd00011_e0': 1000,\n", - " 'EX_cpd00130_e0': 1000,\n", - " 'EX_cpd00001_e0': 1000,\n", - " 'EX_cpd00047_e0': 1000,\n", - " 'EX_cpd00013_e0': 1000,\n", - " 'EX_cpd00023_e0': 1000,\n", - " 'EX_cpd00082_e0': 1000,\n", - " 'EX_cpd00106_e0': 1000,\n", - " 'EX_cpd00036_e0': 1000,\n", - " 'EX_cpd00363_e0': 1000,\n", - " 'EX_cpd00024_e0': 1000,\n", - " 'EX_cpd00029_e0': 1000}" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "

Objective

nan Expression = nan

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "with model:\n", - " # edit the model medium\n", - " medium = model.medium\n", - " medium['EX_cpd00007_e0'] = 0\n", - " model.medium = medium\n", - " display(model.medium)\n", - "\n", - " # execute the model\n", - " display(model.summary())" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.9" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Import the modules " + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n", + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd11416_c0]: not found\n" + ] + } + ], + "source": [ + "# import the general modules\n", + "from optlang.symbolics import Zero\n", + "\n", + "# define the environment path \n", + "import os\n", + "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", + "os.environ[\"HOME\"] = local_cobrakbase_path\n", + "\n", + "# import the models\n", + "import cobrakbase\n", + "token = 'WE6CHYRDTJSGOHFIDGPE7WYFT6PRPXJL'\n", + "kbase = cobrakbase.KBaseAPI(token)\n", + "\n", + "# define the example individual model and associated API media package\n", + "#model = kbase.get_from_ws('e_coli_core', 94253)\n", + "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", + "#model = kbase.get_from_ws('E_iAH991V2', 94253)\n", + "model.solver = 'glpk'\n", + "\n", + "# local ModelSEED database path\n", + "modelseed_db_path = os.path.join('..', '..', '..', 'ModelSEEDDatabase')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# -----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# RevBin package test" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The RevBin package prevents directional fluxes through reactions that have net zero flux. This is exemplified in the following demonstration, where the forward progression of the reversible ethanol transport reaction (rxn08427_c0) is optimized despite lacking the ability to have net flux. The unconstrained simulation possesses a maximal objective value, while the RevBin-constrained simulation possesses an objective value of zero. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstrained simulation" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd02701_c0]: not found\n", + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", + "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd11416_c0]: not found\n" + ] + }, + { + "data": { + "text/plain": [ + "{'EX_cpd00013_e0': 1000,\n", + " 'EX_cpd00053_e0': 1000,\n", + " 'EX_cpd00036_e0': 1000,\n", + " 'EX_cpd00047_e0': 1000,\n", + " 'EX_cpd00130_e0': 1000,\n", + " 'EX_cpd00024_e0': 1000,\n", + " 'EX_cpd00007_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00027_e0': 1000,\n", + " 'EX_cpd00023_e0': 1000,\n", + " 'EX_cpd00029_e0': 1000,\n", + " 'EX_cpd00082_e0': 1000,\n", + " 'EX_cpd00106_e0': 1000,\n", + " 'EX_cpd00071_e0': 1000,\n", + " 'EX_cpd00020_e0': 1000,\n", + " 'EX_cpd00221_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "

Objective

1.0 rxn08427_c0 = 0.0

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", + "\n", + "with model:\n", + " ethanol = 'EX_cpd00363_e0'\n", + " # block ethanol exchange\n", + " medium = model.medium\n", + " medium[ethanol] = 0\n", + " model.medium = medium\n", + " display(model.medium)\n", + " \n", + " # set the objective function\n", + " model.objective = model.problem.Objective(model.reactions.rxn08427_c0.flux_expression,\n", + " direction='max') \n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## RevBin-constrained simulation" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Constrain and execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'EX_cpd00013_e0': 1000,\n", + " 'EX_cpd00053_e0': 1000,\n", + " 'EX_cpd00036_e0': 1000,\n", + " 'EX_cpd00047_e0': 1000,\n", + " 'EX_cpd00130_e0': 1000,\n", + " 'EX_cpd00024_e0': 1000,\n", + " 'EX_cpd00007_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00027_e0': 1000,\n", + " 'EX_cpd00023_e0': 1000,\n", + " 'EX_cpd00029_e0': 1000,\n", + " 'EX_cpd00082_e0': 1000,\n", + " 'EX_cpd00106_e0': 1000,\n", + " 'EX_cpd00071_e0': 1000,\n", + " 'EX_cpd00020_e0': 1000,\n", + " 'EX_cpd00221_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "

Objective

1.0 rxn08427_c0 = 0.0

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from modelseedpy.fbapkg import revbinpkg\n", + "\n", + "# apply the RevBin constraints \n", + "revbin = revbinpkg.RevBinPkg(model)\n", + "revbin.build_package()\n", + "\n", + "with model:\n", + " ethanol = 'EX_cpd00363_e0'\n", + " # block ethanol exchange\n", + " medium = model.medium\n", + " medium[ethanol] = 0\n", + " model.medium = medium\n", + " display(model.medium)\n", + " \n", + " # set the objective function #.forward_variable\n", + " model.objective = model.problem.Objective(model.reactions.rxn08427_c0.flux_expression,\n", + " direction='max') \n", + " #model.objective = model.reactions.rxn08427_c0 \n", + " \n", + " # execute the simulation\n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# -----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# SimpleThermo package test" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The SimpleThermo package prevents flux through thermodynamically infeasible reactions. This is exemplified in the following demonstrations. \n", + "\n", + "The first demonstration executes the model in an empty media, which is an infeasible environment for growth. The unconstrained model grows, while the SimpleThermo-constrained model does not grow. \n", + "The second demonstration optimizes the model for an internal loop (FRD7_c0) in the *E. coli* core model. The unconstrained model possesses a maximal objective value, while the SimpleThermo-constrained model possesses an objective value of zero. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstrained simulation" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Execute the model in anaerobic conditions" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'EX_cpd00071_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + " 'EX_cpd00020_e0': 1000,\n", + " 'EX_cpd00027_e0': 1000,\n", + " 'EX_cpd00221_e0': 1000,\n", + " 'EX_cpd00053_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00130_e0': 1000,\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00047_e0': 1000,\n", + " 'EX_cpd00013_e0': 1000,\n", + " 'EX_cpd00023_e0': 1000,\n", + " 'EX_cpd00082_e0': 1000,\n", + " 'EX_cpd00106_e0': 1000,\n", + " 'EX_cpd00036_e0': 1000,\n", + " 'EX_cpd00363_e0': 1000,\n", + " 'EX_cpd00024_e0': 1000,\n", + " 'EX_cpd00029_e0': 1000}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 28.65020029793347

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0874.800.00%
cpd00009_e0EX_cpd00009_e0105.400.00%
cpd00020_e0EX_cpd00020_e0798.9323.32%
cpd00023_e0EX_cpd00023_e0350.6517.06%
cpd00027_e0EX_cpd00027_e05.87360.34%
cpd00053_e0EX_cpd00053_e07.32650.36%
cpd00071_e0EX_cpd00071_e01000219.46%
cpd00082_e0EX_cpd00082_e0532.2631.07%
cpd00130_e0EX_cpd00130_e0215.448.39%

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00011_e0EX_cpd00011_e0-1000111.04%
cpd00013_e0EX_cpd00013_e0-20900.00%
cpd00024_e0EX_cpd00024_e0-327518.05%
cpd00029_e0EX_cpd00029_e0-728.4216.08%
cpd00067_e0EX_cpd00067_e0-100000.00%
cpd00221_e0EX_cpd00221_e0-988.6332.74%
cpd00363_e0EX_cpd00363_e0-1000222.08%
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", + "\n", + "with model:\n", + " oxygen = 'EX_cpd00007_e0'\n", + " # edit the model media\n", + " medium = model.medium\n", + " medium[oxygen] = 0\n", + " model.medium = medium\n", + " display(model.medium)\n", + "\n", + " # execute the model\n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Execute the model with internal loop objective" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 FRD7_c0 = 1000.0

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with model:\n", + " model.objective = model.reactions.FRD7_c0\n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## SimpleThermo-constrained simulation" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Constrain the model" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "# ensure that all charges are integers\n", + "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", + "for metabolite in model.metabolites:\n", + " try:\n", + " metabolite.charge = int(metabolite.charge)\n", + " except:\n", + " print(metabolite, metabolite.charge)\n", + " metabolite.charge = None\n", + " \n", + "# apply the simple thermodynamic constraints \n", + "from modelseedpy.fbapkg import simplethermopkg\n", + "stp = simplethermopkg.SimpleThermoPkg(model)\n", + "stp.build_package(stp.parameters)\n", + "\n", + "# export the constrained LP file \n", + "with open('SimpleThermo.lp', 'w') as out:\n", + " out.write(str(model.solver))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Execute the model in anaerobic conditions" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'EX_cpd00071_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + " 'EX_cpd00020_e0': 1000,\n", + " 'EX_cpd00027_e0': 1000,\n", + " 'EX_cpd00221_e0': 1000,\n", + " 'EX_cpd00053_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00130_e0': 1000,\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00047_e0': 1000,\n", + " 'EX_cpd00013_e0': 1000,\n", + " 'EX_cpd00023_e0': 1000,\n", + " 'EX_cpd00082_e0': 1000,\n", + " 'EX_cpd00106_e0': 1000,\n", + " 'EX_cpd00036_e0': 1000,\n", + " 'EX_cpd00363_e0': 1000,\n", + " 'EX_cpd00024_e0': 1000,\n", + " 'EX_cpd00029_e0': 1000}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "

Objective

nan Expression = nan

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with model:\n", + " oxygen = 'EX_cpd00007_e0'\n", + " # edit the model media\n", + " medium = model.medium\n", + " medium[oxygen] = 0\n", + " model.medium = medium\n", + " display(model.medium)\n", + "\n", + " # execute the model\n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Execute the model with internal loop objective" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 FRD7_c0 = 0.0

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with model:\n", + " # execute the simulation\n", + " model.objective = model.reactions.FRD7_c0\n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# -----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# FullThermo package test" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The FullThermo package prevents flux through thermodynamically infeasible reactions, with greater specificity than the SimpleThermo package. This functionality is exemplified with a set of simulation conditions that appropriately grow in the unconstrained model yet prevent growth in the constrained model. These conditions presumably create a thermodynamically infeasible problem that prevents the constrained model yet allows the unconstrained model to grow. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Unconstrained simulation" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## RevBin test" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'EX_cpd00071_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + " 'EX_cpd00007_e0': 1000,\n", + " 'EX_cpd00020_e0': 1000,\n", + " 'EX_cpd00027_e0': 1000,\n", + " 'EX_cpd00221_e0': 1000,\n", + " 'EX_cpd00053_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00130_e0': 1000,\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00047_e0': 1000,\n", + " 'EX_cpd00013_e0': 1000,\n", + " 'EX_cpd00023_e0': 1000,\n", + " 'EX_cpd00082_e0': 1000,\n", + " 'EX_cpd00106_e0': 1000,\n", + " 'EX_cpd00036_e0': 1000,\n", + " 'EX_cpd00024_e0': 1000,\n", + " 'EX_cpd00029_e0': 1000}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "

Objective

1.0 rxn08427_c0 = 0.0

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", + "\n", + "with model:\n", + " ethanol = 'EX_cpd00363_e0'\n", + " # block ethanol exchange\n", + " medium = model.medium\n", + " medium[ethanol] = 0\n", + " model.medium = medium\n", + " display(model.medium)\n", + " \n", + " # set the objective function\n", + " model.objective = model.problem.Objective(model.reactions.rxn08427_c0.flux_expression,\n", + " direction='max') \n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## SimpleThermo tests" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Execute the model with an optimized internal flux" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 FRD7_c0 = 1000.0

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", + "with model:\n", + " model.objective = model.reactions.FRD7_c0\n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Execute the model in anaerobic conditions" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'EX_cpd00071_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + " 'EX_cpd00020_e0': 1000,\n", + " 'EX_cpd00027_e0': 1000,\n", + " 'EX_cpd00221_e0': 1000,\n", + " 'EX_cpd00053_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00130_e0': 1000,\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00047_e0': 1000,\n", + " 'EX_cpd00013_e0': 1000,\n", + " 'EX_cpd00023_e0': 1000,\n", + " 'EX_cpd00082_e0': 1000,\n", + " 'EX_cpd00106_e0': 1000,\n", + " 'EX_cpd00036_e0': 1000,\n", + " 'EX_cpd00363_e0': 1000,\n", + " 'EX_cpd00024_e0': 1000,\n", + " 'EX_cpd00029_e0': 1000}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 28.650200297933463

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e090.2800.00%
cpd00009_e0EX_cpd00009_e0105.400.00%
cpd00020_e0EX_cpd00020_e014.3930.39%
cpd00023_e0EX_cpd00023_e0350.6515.85%
cpd00027_e0EX_cpd00027_e05.87360.32%
cpd00053_e0EX_cpd00053_e07.32650.33%
cpd00071_e0EX_cpd00071_e01000218.08%
cpd00082_e0EX_cpd00082_e0532.2628.87%
cpd00130_e0EX_cpd00130_e01000436.16%

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00011_e0EX_cpd00011_e0-1000110.16%
cpd00013_e0EX_cpd00013_e0-20900.00%
cpd00024_e0EX_cpd00024_e0-327516.61%
cpd00029_e0EX_cpd00029_e0-728.4214.80%
cpd00036_e0EX_cpd00036_e0-784.6431.89%
cpd00067_e0EX_cpd00067_e0-100000.00%
cpd00221_e0EX_cpd00221_e0-20436.22%
cpd00363_e0EX_cpd00363_e0-1000220.32%
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with model:\n", + " oxygen = 'EX_cpd00007_e0'\n", + " # edit the model media\n", + " medium = model.medium\n", + " medium[oxygen] = 0\n", + " model.medium = medium\n", + " display(model.medium)\n", + "\n", + " # execute the model\n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## FullThermo-constrained simulation" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Constrain the model" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "from modelseedpy.fbapkg import fullthermopkg\n", + "\n", + "# implement FullThermo with dgbin constraints\n", + "ftp = fullthermopkg.FullThermoPkg(model)\n", + "ftp.build_package({'modelseed_path':modelseed_db_path})\n", + "\n", + "# export the constrained LP file \n", + "with open('FullThermo.lp', 'w') as out:\n", + " out.write(str(model.solver))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Repeated RevBin test" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'EX_cpd00071_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + " 'EX_cpd00007_e0': 1000,\n", + " 'EX_cpd00020_e0': 1000,\n", + " 'EX_cpd00027_e0': 1000,\n", + " 'EX_cpd00221_e0': 1000,\n", + " 'EX_cpd00053_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00130_e0': 1000,\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00047_e0': 1000,\n", + " 'EX_cpd00013_e0': 1000,\n", + " 'EX_cpd00023_e0': 1000,\n", + " 'EX_cpd00082_e0': 1000,\n", + " 'EX_cpd00106_e0': 1000,\n", + " 'EX_cpd00036_e0': 1000,\n", + " 'EX_cpd00024_e0': 1000,\n", + " 'EX_cpd00029_e0': 1000}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "

Objective

1.0 rxn08427_c0 = 0.0

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with model:\n", + " ethanol = 'EX_cpd00363_e0'\n", + " # block ethanol exchange\n", + " medium = model.medium\n", + " medium[ethanol] = 0\n", + " model.medium = medium\n", + " display(model.medium)\n", + " \n", + " # set the objective function\n", + " model.objective = model.problem.Objective(model.reactions.rxn08427_c0.flux_expression,\n", + " direction='max') \n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Repeated SimpleThermo tests" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Execute the model with an optimized internal flux" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 FRD7_c0 = 0.0

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with model:\n", + " model.objective = model.reactions.FRD7_c0\n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Execute the constrained model in infeasible media" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "

Objective

nan Expression = nan

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with model:\n", + " # define the simulation medium\n", + " medium = model.medium\n", + " medium = {}\n", + " model.medium = medium\n", + " display(model.medium)\n", + " \n", + " # print the results\n", + " display(model.summary())" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Execute the model in anaerobic conditions" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'EX_cpd00071_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + " 'EX_cpd00020_e0': 1000,\n", + " 'EX_cpd00027_e0': 1000,\n", + " 'EX_cpd00221_e0': 1000,\n", + " 'EX_cpd00053_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00130_e0': 1000,\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00047_e0': 1000,\n", + " 'EX_cpd00013_e0': 1000,\n", + " 'EX_cpd00023_e0': 1000,\n", + " 'EX_cpd00082_e0': 1000,\n", + " 'EX_cpd00106_e0': 1000,\n", + " 'EX_cpd00036_e0': 1000,\n", + " 'EX_cpd00363_e0': 1000,\n", + " 'EX_cpd00024_e0': 1000,\n", + " 'EX_cpd00029_e0': 1000}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "

Objective

nan Expression = nan

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with model:\n", + " # edit the model medium\n", + " medium = model.medium\n", + " medium['EX_cpd00007_e0'] = 0\n", + " model.medium = medium\n", + " display(model.medium)\n", + "\n", + " # execute the model\n", + " display(model.summary())" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.9" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Flux Analysis/ThermoFBA_dgbin.ipynb b/examples/Flux Analysis/Thermo/ThermoFBA_dgbin.ipynb similarity index 97% rename from examples/Flux Analysis/ThermoFBA_dgbin.ipynb rename to examples/Flux Analysis/Thermo/ThermoFBA_dgbin.ipynb index dc6a11db..e2c13215 100644 --- a/examples/Flux Analysis/ThermoFBA_dgbin.ipynb +++ b/examples/Flux Analysis/Thermo/ThermoFBA_dgbin.ipynb @@ -1,1030 +1,1030 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Import the modules" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.8\n" - ] - } - ], - "source": [ - "# import the general modules\n", - "import cplex\n", - "import sys\n", - "\n", - "# import kbase\n", - "import os\n", - "# os.environ[\"HOME\"] = 'C:\\\\Users\\\\Andrew Freiburger\\\\Dropbox\\\\My PC (DESKTOP-M302P50)\\\\Documents\\\\UVic Civil Engineering\\\\Internships\\\\Agronne\\\\cobrakbase'\n", - "import cobrakbase\n", - "token = 'JOSNYJGASTV5BGELWQTUSATE4TNHZ66U'\n", - "kbase = cobrakbase.KBaseAPI(token)\n", - "\n", - "# local ModelSEED database path\n", - "modelseed_db_path = '../../../ModelSEEDDatabase'" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# SimpleThermo dgbin parameterization" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## sans dgbin" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Minimize\n", - "-59.81*cpd00001_c0_potential - 59.81*cpd00002_c0_potential - 3.547*cpd00003_c0_potential + 3.547*cpd00004_c0_potential - 13.0279*cpd00005_c0_potential + 13.0279*cpd00006_c0_potential + 59.81*cpd00008_c0_potential + 59.81*cpd00009_c0_potential + 3.7478*cpd00010_c0_potential - 2.8328*cpd00020_c0_potential - 3.7478*cpd00022_c0_potential - 4.9414*cpd00023_c0_potential + 4.1182*cpd00024_c0_potential - 1.7867*cpd00032_c0_potential - 0.2557*cpd00053_c0_potential - 0.5191*cpd00061_c0_potential + 59.81*cpd00067_c0_potential - 0.0709*cpd00072_c0_potential - 0.205*cpd00079_c0_potential - 0.8977*cpd00101_c0_potential - 0.129*cpd00102_c0_potential - 1.496*cpd00169_c0_potential - 0.361*cpd00236_c0_potential\n" - ] - }, - { - "data": { - "text/html": [ - "

Objective

nan Expression = nan

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# define the example individual model, with integer charges, and associated API media package\n", - "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", - "for metabolite in model.metabolites:\n", - " try:\n", - " metabolite.charge = int(metabolite.charge)\n", - " except:\n", - " print(metabolite, metabolite.charge)\n", - " metabolite.charge = None\n", - "model.solver = 'optlang-cplex'\n", - "\n", - "# apply the simple thermodynamic constraints \n", - "%run ../../modelseedpy/fbapkg/simplethermopkg.py\n", - "stp = SimpleThermoPkg(model)\n", - "stp.build_package({\"dgbin\": False})\n", - "\n", - "# execute the model\n", - "print(model.objective)\n", - "model.summary()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Constrain the model with dgbin" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "optimal status for rxn00549_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05312_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00247_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00786_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08865_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01200_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08525_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for FRD7_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00545_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn09270_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00173_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08288_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00459_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00083_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00097_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn32421_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00154_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn19316_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00187_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00558_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05319_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00747_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05468_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn35242_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08535_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01115_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00225_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00500_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08350_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn20162_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01333_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn30674_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01100_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn39085_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08173_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00285_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00161_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00543_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05297_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05467_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05488_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00085_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00062_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn34258_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00171_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05559_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn09272_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00604_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00159_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08972_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08542_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01106_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00198_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01476_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00781_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn09295_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00785_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08032_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00189_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00336_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00147_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn09269_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00248_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00974_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05493_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00777_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08094_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05226_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05155_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08427_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00184_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05469_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn32587_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01116_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for bio1\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00549_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05312_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00247_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00786_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08865_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01200_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08525_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for FRD7_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00545_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn09270_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00173_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08288_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00459_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00083_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00097_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn32421_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00154_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn19316_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00187_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00558_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05319_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00747_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05468_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn35242_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08535_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01115_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00225_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00500_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08350_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn20162_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01333_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn30674_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01100_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn39085_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08173_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00285_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00161_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00543_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05297_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05467_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05488_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00085_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00062_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn34258_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00171_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05559_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn09272_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00604_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00159_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08972_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08542_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01106_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00198_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01476_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00781_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn09295_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00785_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08032_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00189_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00336_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00147_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn09269_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00248_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00974_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05493_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00777_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08094_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05226_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05155_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08427_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00184_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05469_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn32587_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01116_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for bio1\n", - "--> ERROR: The simulation lack a solution.\n", - "Maximize\n", - "0\n" - ] - }, - { - "data": { - "text/html": [ - "

Objective

nan Expression = nan

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# define the example individual model, with integer charges, and associated API media package\n", - "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", - "for metabolite in model.metabolites:\n", - " try:\n", - " metabolite.charge = int(metabolite.charge)\n", - " except:\n", - " print(metabolite, metabolite.charge)\n", - " metabolite.charge = None\n", - "model.solver = 'optlang-cplex'\n", - "\n", - "stp.clear()\n", - "# apply the simple thermodynamic constraints \n", - "stp = SimpleThermoPkg(model)\n", - "stp.build_package({\"dgbin\": True})\n", - "\n", - "# export the constrained LP file \n", - "with open('SimpleThermo_dgbin.lp', 'w') as out:\n", - " out.write(str(model.solver))\n", - " \n", - "# execute the model\n", - "print(model.objective)\n", - "model.summary()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# FullThermo infeasibility parameterization" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## sans dgbin" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Minimize\n", - "-59.81*cpd00001_c0_potential - 59.81*cpd00002_c0_potential - 3.547*cpd00003_c0_potential + 3.547*cpd00004_c0_potential - 13.0279*cpd00005_c0_potential + 13.0279*cpd00006_c0_potential + 59.81*cpd00008_c0_potential + 59.81*cpd00009_c0_potential + 3.7478*cpd00010_c0_potential - 2.8328*cpd00020_c0_potential - 3.7478*cpd00022_c0_potential - 4.9414*cpd00023_c0_potential + 4.1182*cpd00024_c0_potential - 1.7867*cpd00032_c0_potential - 0.2557*cpd00053_c0_potential - 0.5191*cpd00061_c0_potential + 59.81*cpd00067_c0_potential - 0.0709*cpd00072_c0_potential - 0.205*cpd00079_c0_potential - 0.8977*cpd00101_c0_potential - 0.129*cpd00102_c0_potential - 1.496*cpd00169_c0_potential - 0.361*cpd00236_c0_potential\n" - ] - }, - { - "data": { - "text/html": [ - "

Objective

nan Expression = nan

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# define the example individual model, with integer charges, and associated API media package\n", - "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", - "for metabolite in model.metabolites:\n", - " try:\n", - " metabolite.charge = int(metabolite.charge)\n", - " except:\n", - " print(metabolite, metabolite.charge)\n", - " metabolite.charge = None\n", - "model.solver = 'optlang-cplex'\n", - "\n", - "# import the FullThermo package\n", - "%run ../../modelseedpy/fbapkg/fullthermopkg.py\n", - "ftp = FullThermoPkg(model)\n", - "ftp.build_package({\"dgbin\": False, 'modelseed_path':modelseed_db_path})\n", - "\n", - "# execute the model\n", - "print(model.objective)\n", - "model.summary()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## with dgbin" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "optimal status for rxn00549_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05312_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00247_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00786_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08865_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01200_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08525_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for FRD7_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00545_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn09270_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00173_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08288_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00459_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00083_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00097_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn32421_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00154_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn19316_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00187_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00558_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05319_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00747_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05468_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn35242_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08535_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01115_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00225_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00500_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08350_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn20162_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01333_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn30674_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01100_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn39085_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08173_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00285_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00161_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00543_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05297_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05467_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05488_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00085_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00062_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn34258_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00171_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05559_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn09272_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00604_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00159_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08972_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08542_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01106_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00198_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01476_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00781_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn09295_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00785_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08032_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00189_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00336_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00147_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn09269_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00248_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00974_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05493_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00777_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08094_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05226_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05155_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08427_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00184_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05469_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn32587_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01116_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for bio1\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00549_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05312_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00247_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00786_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08865_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01200_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08525_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for FRD7_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00545_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn09270_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00173_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08288_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00459_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00083_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00097_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn32421_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00154_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn19316_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00187_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00558_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05319_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00747_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05468_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn35242_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08535_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01115_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00225_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00500_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08350_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn20162_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01333_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn30674_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01100_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn39085_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08173_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00285_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00161_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00543_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05297_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05467_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05488_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00085_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00062_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn34258_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00171_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05559_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn09272_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00604_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00159_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08972_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08542_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01106_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00198_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01476_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00781_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn09295_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00785_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08032_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00189_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00336_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00147_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn09269_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00248_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00974_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05493_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00777_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08094_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05226_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05155_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn08427_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn00184_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn05469_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn32587_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for rxn01116_c0\n", - "--> ERROR: The simulation lack a solution.\n", - "optimal status for bio1\n", - "--> ERROR: The simulation lack a solution.\n", - "Maximize\n", - "0\n" - ] - }, - { - "data": { - "text/html": [ - "

Objective

nan Expression = nan

Uptake

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MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# define the example individual model, with integer charges, and associated API media package\n", - "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", - "for metabolite in model.metabolites:\n", - " try:\n", - " metabolite.charge = int(metabolite.charge)\n", - " except:\n", - " print(metabolite, metabolite.charge)\n", - " metabolite.charge = None\n", - "model.solver = 'optlang-cplex'\n", - "\n", - "# import the FullThermo package\n", - "%run ../../modelseedpy/fbapkg/fullthermopkg.py\n", - "ftp.clear()\n", - "ftp = FullThermoPkg(model)\n", - "ftp.build_package({\"dgbin\": True, 'modelseed_path':modelseed_db_path})\n", - "\n", - "# export the constrained LP file \n", - "with open('FullThermo_dgbin.lp', 'w') as out:\n", - " out.write(str(model.solver))\n", - " \n", - "# execute the model\n", - "print(model.objective)\n", - "model.summary()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Brainstorming" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# for reaction in model.reactions:\n", - "# if not reaction.id[:3] == 'EX_':\n", - "# print(model.solver.status)\n", - "# stp.variables['dgbinF'][reaction.id]\n", - "# # dir(stp.variables['dgbinF'][reaction.id].primal)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Import the modules" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.8\n" + ] + } + ], + "source": [ + "# import the general modules\n", + "import cplex\n", + "import sys\n", + "\n", + "# import kbase\n", + "import os\n", + "# os.environ[\"HOME\"] = 'C:\\\\Users\\\\Andrew Freiburger\\\\Dropbox\\\\My PC (DESKTOP-M302P50)\\\\Documents\\\\UVic Civil Engineering\\\\Internships\\\\Agronne\\\\cobrakbase'\n", + "import cobrakbase\n", + "token = 'JOSNYJGASTV5BGELWQTUSATE4TNHZ66U'\n", + "kbase = cobrakbase.KBaseAPI(token)\n", + "\n", + "# local ModelSEED database path\n", + "modelseed_db_path = '../../../ModelSEEDDatabase'" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# SimpleThermo dgbin parameterization" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## sans dgbin" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Minimize\n", + "-59.81*cpd00001_c0_potential - 59.81*cpd00002_c0_potential - 3.547*cpd00003_c0_potential + 3.547*cpd00004_c0_potential - 13.0279*cpd00005_c0_potential + 13.0279*cpd00006_c0_potential + 59.81*cpd00008_c0_potential + 59.81*cpd00009_c0_potential + 3.7478*cpd00010_c0_potential - 2.8328*cpd00020_c0_potential - 3.7478*cpd00022_c0_potential - 4.9414*cpd00023_c0_potential + 4.1182*cpd00024_c0_potential - 1.7867*cpd00032_c0_potential - 0.2557*cpd00053_c0_potential - 0.5191*cpd00061_c0_potential + 59.81*cpd00067_c0_potential - 0.0709*cpd00072_c0_potential - 0.205*cpd00079_c0_potential - 0.8977*cpd00101_c0_potential - 0.129*cpd00102_c0_potential - 1.496*cpd00169_c0_potential - 0.361*cpd00236_c0_potential\n" + ] + }, + { + "data": { + "text/html": [ + "

Objective

nan Expression = nan

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# define the example individual model, with integer charges, and associated API media package\n", + "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", + "for metabolite in model.metabolites:\n", + " try:\n", + " metabolite.charge = int(metabolite.charge)\n", + " except:\n", + " print(metabolite, metabolite.charge)\n", + " metabolite.charge = None\n", + "model.solver = 'optlang-cplex'\n", + "\n", + "# apply the simple thermodynamic constraints \n", + "%run ../../modelseedpy/fbapkg/simplethermopkg.py\n", + "stp = SimpleThermoPkg(model)\n", + "stp.build_package({\"dgbin\": False})\n", + "\n", + "# execute the model\n", + "print(model.objective)\n", + "model.summary()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Constrain the model with dgbin" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "optimal status for rxn00549_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05312_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00247_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00786_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08865_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01200_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08525_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for FRD7_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00545_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn09270_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00173_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08288_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00459_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00083_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00097_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn32421_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00154_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn19316_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00187_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00558_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05319_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00747_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05468_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn35242_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08535_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01115_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00225_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00500_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08350_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn20162_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01333_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn30674_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01100_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn39085_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08173_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00285_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00161_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00543_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05297_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05467_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05488_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00085_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00062_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn34258_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00171_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05559_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn09272_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00604_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00159_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08972_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08542_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01106_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00198_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01476_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00781_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn09295_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00785_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08032_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00189_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00336_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00147_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn09269_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00248_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00974_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05493_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00777_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08094_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05226_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05155_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08427_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00184_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05469_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn32587_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01116_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for bio1\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00549_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05312_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00247_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00786_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08865_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01200_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08525_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for FRD7_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00545_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn09270_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00173_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08288_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00459_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00083_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00097_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn32421_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00154_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn19316_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00187_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00558_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05319_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00747_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05468_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn35242_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08535_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01115_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00225_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00500_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08350_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn20162_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01333_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn30674_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01100_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn39085_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08173_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00285_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00161_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00543_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05297_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05467_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05488_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00085_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00062_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn34258_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00171_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05559_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn09272_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00604_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00159_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08972_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08542_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01106_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00198_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01476_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00781_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn09295_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00785_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08032_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00189_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00336_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00147_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn09269_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00248_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00974_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05493_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00777_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08094_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05226_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05155_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08427_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00184_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05469_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn32587_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01116_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for bio1\n", + "--> ERROR: The simulation lack a solution.\n", + "Maximize\n", + "0\n" + ] + }, + { + "data": { + "text/html": [ + "

Objective

nan Expression = nan

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# define the example individual model, with integer charges, and associated API media package\n", + "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", + "for metabolite in model.metabolites:\n", + " try:\n", + " metabolite.charge = int(metabolite.charge)\n", + " except:\n", + " print(metabolite, metabolite.charge)\n", + " metabolite.charge = None\n", + "model.solver = 'optlang-cplex'\n", + "\n", + "stp.clear()\n", + "# apply the simple thermodynamic constraints \n", + "stp = SimpleThermoPkg(model)\n", + "stp.build_package({\"dgbin\": True})\n", + "\n", + "# export the constrained LP file \n", + "with open('SimpleThermo_dgbin.lp', 'w') as out:\n", + " out.write(str(model.solver))\n", + " \n", + "# execute the model\n", + "print(model.objective)\n", + "model.summary()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# FullThermo infeasibility parameterization" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## sans dgbin" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Minimize\n", + "-59.81*cpd00001_c0_potential - 59.81*cpd00002_c0_potential - 3.547*cpd00003_c0_potential + 3.547*cpd00004_c0_potential - 13.0279*cpd00005_c0_potential + 13.0279*cpd00006_c0_potential + 59.81*cpd00008_c0_potential + 59.81*cpd00009_c0_potential + 3.7478*cpd00010_c0_potential - 2.8328*cpd00020_c0_potential - 3.7478*cpd00022_c0_potential - 4.9414*cpd00023_c0_potential + 4.1182*cpd00024_c0_potential - 1.7867*cpd00032_c0_potential - 0.2557*cpd00053_c0_potential - 0.5191*cpd00061_c0_potential + 59.81*cpd00067_c0_potential - 0.0709*cpd00072_c0_potential - 0.205*cpd00079_c0_potential - 0.8977*cpd00101_c0_potential - 0.129*cpd00102_c0_potential - 1.496*cpd00169_c0_potential - 0.361*cpd00236_c0_potential\n" + ] + }, + { + "data": { + "text/html": [ + "

Objective

nan Expression = nan

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# define the example individual model, with integer charges, and associated API media package\n", + "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", + "for metabolite in model.metabolites:\n", + " try:\n", + " metabolite.charge = int(metabolite.charge)\n", + " except:\n", + " print(metabolite, metabolite.charge)\n", + " metabolite.charge = None\n", + "model.solver = 'optlang-cplex'\n", + "\n", + "# import the FullThermo package\n", + "%run ../../modelseedpy/fbapkg/fullthermopkg.py\n", + "ftp = FullThermoPkg(model)\n", + "ftp.build_package({\"dgbin\": False, 'modelseed_path':modelseed_db_path})\n", + "\n", + "# execute the model\n", + "print(model.objective)\n", + "model.summary()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## with dgbin" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "optimal status for rxn00549_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05312_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00247_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00786_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08865_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01200_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08525_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for FRD7_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00545_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn09270_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00173_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08288_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00459_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00083_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00097_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn32421_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00154_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn19316_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00187_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00558_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05319_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00747_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05468_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn35242_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08535_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01115_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00225_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00500_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08350_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn20162_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01333_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn30674_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01100_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn39085_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08173_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00285_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00161_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00543_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05297_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05467_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05488_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00085_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00062_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn34258_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00171_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05559_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn09272_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00604_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00159_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08972_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08542_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01106_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00198_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01476_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00781_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn09295_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00785_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08032_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00189_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00336_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00147_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn09269_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00248_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00974_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05493_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00777_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08094_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05226_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05155_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08427_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00184_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05469_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn32587_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01116_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for bio1\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00549_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05312_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00247_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00786_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08865_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01200_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08525_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for FRD7_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00545_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn09270_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00173_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08288_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00459_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00083_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00097_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn32421_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00154_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn19316_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00187_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00558_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05319_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00747_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05468_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn35242_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08535_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01115_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00225_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00500_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08350_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn20162_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01333_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn30674_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01100_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn39085_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08173_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00285_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00161_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00543_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05297_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05467_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05488_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00085_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00062_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn34258_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00171_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05559_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn09272_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00604_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00159_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08972_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08542_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01106_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00198_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01476_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00781_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn09295_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00785_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08032_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00189_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00336_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00147_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn09269_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00248_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00974_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05493_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00777_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08094_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05226_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05155_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn08427_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn00184_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn05469_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn32587_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for rxn01116_c0\n", + "--> ERROR: The simulation lack a solution.\n", + "optimal status for bio1\n", + "--> ERROR: The simulation lack a solution.\n", + "Maximize\n", + "0\n" + ] + }, + { + "data": { + "text/html": [ + "

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MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# define the example individual model, with integer charges, and associated API media package\n", + "model = kbase.get_from_ws('e_coli_core.kb', 94253)\n", + "for metabolite in model.metabolites:\n", + " try:\n", + " metabolite.charge = int(metabolite.charge)\n", + " except:\n", + " print(metabolite, metabolite.charge)\n", + " metabolite.charge = None\n", + "model.solver = 'optlang-cplex'\n", + "\n", + "# import the FullThermo package\n", + "%run ../../modelseedpy/fbapkg/fullthermopkg.py\n", + "ftp.clear()\n", + "ftp = FullThermoPkg(model)\n", + "ftp.build_package({\"dgbin\": True, 'modelseed_path':modelseed_db_path})\n", + "\n", + "# export the constrained LP file \n", + "with open('FullThermo_dgbin.lp', 'w') as out:\n", + " out.write(str(model.solver))\n", + " \n", + "# execute the model\n", + "print(model.objective)\n", + "model.summary()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Brainstorming" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# for reaction in model.reactions:\n", + "# if not reaction.id[:3] == 'EX_':\n", + "# print(model.solver.status)\n", + "# stp.variables['dgbinF'][reaction.id]\n", + "# # dir(stp.variables['dgbinF'][reaction.id].primal)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Flux Analysis/dFBA.ipynb b/examples/Flux Analysis/dFBA.ipynb deleted file mode 100644 index 8708dbf5..00000000 --- a/examples/Flux Analysis/dFBA.ipynb +++ /dev/null @@ -1,104 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Define the models" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n", - "WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd11416_c0]: not found\n" - ] - } - ], - "source": [ - "# define the environment path \n", - "import os\n", - "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", - "os.environ[\"HOME\"] = local_cobrakbase_path\n", - "\n", - "# import the models\n", - "import cobrakbase\n", - "token = '4GBQCLKV4Z7OOJZMI43UB27QIPGS353I'\n", - "kbase_api = cobrakbase.KBaseAPI(token)\n", - "model1 = kbase_api.get_from_ws(\"iML1515\",76994)\n", - "# model2 = kbase_api.get_from_ws(\"iSB1139.kb.gf\",30650)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Execute the simulation" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "ename": "KeyError", - "evalue": "'cpd01911_c0'", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mKeyError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32mC:\\Users\\Andrew Freiburger\\AppData\\Local\\Temp\\ipykernel_25420\\1511748022.py\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 11\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 12\u001b[0m \u001b[1;31m# execute the package\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 13\u001b[1;33m \u001b[0mdfba\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mdFBA\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmodel1\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmodelseed_db_path\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mverbose\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;32mFalse\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 14\u001b[0m \u001b[0mconc\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mfluxes\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mdfba\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msimulate\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'model_kinetics.json'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minitial_concentrations_M\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtotal_time\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtimestep\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mlabeled_plots\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;32mFalse\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mexport\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;32mFalse\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32mC:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\fbapkg\\dfbapkg.py\u001b[0m in \u001b[0;36m__init__\u001b[1;34m(self, model, modelseed_db_path, solver, warnings, verbose, printing, jupyter)\u001b[0m\n\u001b[0;32m 73\u001b[0m \u001b[1;32mfor\u001b[0m \u001b[0mmet\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmodel\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmetabolites\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 74\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmet_ids\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmet\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mid\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 75\u001b[1;33m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmet_names\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcompound_id\u001b[0m\u001b[1;33m[\u001b[0m\u001b[0mmet\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mid\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 76\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 77\u001b[0m def __find_data_match(self,\n", - "\u001b[1;31mKeyError\u001b[0m: 'cpd01911_c0'" - ] - } - ], - "source": [ - "%run ../../modelseedpy/fbapkg/dfbapkg.py\n", - "\n", - "# define in the initial conditions\n", - "modelseed_db_path = os.path.join('..', '..', '..', 'ModelSEEDDatabase')\n", - "initial_concentrations_M = {\n", - " \"cpd00002\":200, \n", - " \"cpd00008\":100\n", - "}\n", - "total_time = 5\n", - "timestep = 1\n", - "\n", - "# execute the package\n", - "dfba = dFBAPkg(model1, modelseed_db_path, verbose = False)\n", - "conc, fluxes = dfba.simulate('model_kinetics.json', initial_concentrations_M, total_time, timestep, labeled_plots = False, export = False)" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/examples/Flux Analysis/chemostat_dFBA.ipynb b/examples/Flux Analysis/dFBA/chemostat_dFBA.ipynb similarity index 99% rename from examples/Flux Analysis/chemostat_dFBA.ipynb rename to examples/Flux Analysis/dFBA/chemostat_dFBA.ipynb index 6e3c0be3..0889a86b 100644 --- a/examples/Flux Analysis/chemostat_dFBA.ipynb +++ b/examples/Flux Analysis/dFBA/chemostat_dFBA.ipynb @@ -1,373 +1,373 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "73603157-ba26-4efa-83f4-1160e6398672", - "metadata": {}, - "source": [ - "# Import COBRAKBase" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "79120e9f-4a1d-41aa-ae23-974b83678c8e", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.8\n" - ] - } - ], - "source": [ - "from pprint import pprint\n", - "# define the environment path \n", - "import os\n", - "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", - "os.environ[\"HOME\"] = local_cobrakbase_path\n", - "\n", - "# import the models\n", - "from cobrakbase import KBaseAPI, Metabolite, Reaction, Model\n", - "token = 'WE6CHYRDTJSGOHFIDGPE7WYFT6PRPXJL'\n", - "kbase_api = KBaseAPI(token)" - ] - }, - { - "cell_type": "markdown", - "id": "0c98adc0-a250-46f9-9367-70f6a1ecdeee", - "metadata": {}, - "source": [ - "# Define the model" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "c7cfa439-2694-4772-af26-688ac0eab376", - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "R_3OAS140: 2.0 cpd00067 + cpd11468 + cpd11492 --> cpd00011 + cpd11628 + cpd15377\n", - "rxn2: cpd00011 + cpd11468 + cpd11492 --> cpd00067 + cpd11628\n" - ] - } - ], - "source": [ - "# define metabolites\n", - "ACP_c = Metabolite(\n", - " 'cpd11628',\n", - " name='acyl-carrier-protein',\n", - " compartment='c')\n", - "omrsACP_c = Metabolite(\n", - " 'cpd15377',\n", - " formula='C25H45N2O9PRS',\n", - " name='3-Oxotetradecanoyl-acyl-carrier-protein',\n", - " compartment='c')\n", - "co2_c = Metabolite('cpd00011', formula='CO2', name='CO2', compartment='c')\n", - "malACP_c = Metabolite(\n", - " 'cpd11492',\n", - " formula='C14H22N2O10PRS',\n", - " name='Malonyl-acyl-carrier-protein',\n", - " compartment='c')\n", - "h_c = Metabolite('cpd00067', formula='H', name='H', compartment='c')\n", - "ddcaACP_c = Metabolite(\n", - " 'cpd11468',\n", - " formula='C23H43N2O8PRS',\n", - " name='Dodecanoyl-ACP-n-C120ACP',\n", - " compartment='c')\n", - "\n", - "# define reactions, with the metabolites\n", - "reaction = Reaction('R_3OAS140')\n", - "reaction.name = 'R_3OAS140'\n", - "reaction.add_metabolites({\n", - " malACP_c: -1.0,\n", - " h_c: -2.0,\n", - " ddcaACP_c: -1.0,\n", - " co2_c: 1.0,\n", - " ACP_c: 1.0,\n", - " omrsACP_c: 1.0\n", - "})\n", - "\n", - "reaction2 = Reaction('rxn2')\n", - "reaction2.add_metabolites({\n", - " malACP_c: -1.0,\n", - " h_c: 1.0,\n", - " ddcaACP_c: -1.0,\n", - " co2_c: -1.0,\n", - " ACP_c: 1.0\n", - "})\n", - "reaction2.name = 'rxn2'\n", - "\n", - "# define the model, with the reactions\n", - "model = Model('test')\n", - "model.add_reactions([reaction, reaction2])\n", - "model.objective = reaction.flux_expression\n", - "\n", - "for reaction in model.reactions:\n", - " print(reaction)" - ] - }, - { - "cell_type": "markdown", - "id": "7381d7a2-928a-4f15-a478-e91bcf431fe4", - "metadata": {}, - "source": [ - "# Execute the model" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "ad5c795e-ab0b-4c63-8491-61567b8359ef", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", - " warn(f\"Solver status is '{status}'.\", UserWarning)\n", - "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", - " warn(f\"Solver status is '{status}'.\", UserWarning)\n", - "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", - " warn(f\"Solver status is '{status}'.\", UserWarning)\n", - "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", - " warn(f\"Solver status is '{status}'.\", UserWarning)\n", - "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", - " warn(f\"Solver status is '{status}'.\", UserWarning)\n" - ] - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%run ../../modelseedpy/fbapkg/dfbapkg.py\n", - "\n", - "# define arbitrary enzyme kinetics and rate equations\n", - "reaction_kinetics = {\n", - " 'R_3OAS140': {\n", - " 'source_1': {\n", - " 'substituted_rate_law': '(68.0*A*B)/(50.0*0.34*C+360.0*B+0.34*A+A*B*C)',\n", - " \"initial_concentrations_M\": {\n", - " \"A\": .0200,\n", - " 'C':.022,\n", - " 'B': .0014\n", - " },\n", - " \"met_id\": {\n", - " 'A': 'cpd11468',\n", - " 'B': 'cpd00067',\n", - " 'C': 'cpd11492'\n", - " }\n", - " }\n", - " },\n", - " 'rxn2': {\n", - " 'source_1': {\n", - " 'substituted_rate_law': '(A*B)/(50.0*0.34*C+3*B+0.34*A+C)',\n", - " \"initial_concentrations_M\": {\n", - " \"A\": .0200,\n", - " 'C':.022,\n", - " 'B': .0012\n", - " },\n", - " \"met_id\": {\n", - " 'A': 'cpd11468',\n", - " 'B': 'cpd00011',\n", - " 'C': 'cpd11492'\n", - " }\n", - " }\n", - " }\n", - "}\n", - "\n", - "modelseed_db_path = os.path.join('..', '..', '..', 'ModelSEEDDatabase')\n", - "total_time = 5 #min\n", - "timestep = 1 #min\n", - "chemostat_L = 1 #L\n", - "feed_profile = {'cpd11468':0.002}\n", - "exchange_rate = 1 #L/hr \n", - "dfba = dFBAPkg(model, modelseed_db_path, verbose = False)\n", - "conc, fluxes = dfba.simulate(None, None, total_time, timestep, None, None, chemostat_L, feed_profile, exchange_rate, kinetics_data = reaction_kinetics, labeled_plots = False, export = False)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "78010906-497b-4ce8-b220-505adf21cc49", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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0 min1 min2 min3 min4 min5 min
metabolite (ΔmM)
Malonyl-acyl-carrier-protein44.0-0.011352-0.001639-0.003963-0.001825-0.002888
H1.4-0.022046-0.002801-0.007881-0.003509-0.005718
Dodecanoyl-ACP-n-C120ACP40.01.9886481.9983611.9960371.9981751.997112
3-Oxotetradecanoyl-acyl-carrier-protein0.00.0111330.0014800.0039480.0017780.002869
acyl-carrier-protein0.00.0113520.0016390.0039630.0018250.002888
CO21.20.0109130.0013210.0039330.0017310.002849
\n", - "
" - ], - "text/plain": [ - " 0 min 1 min 2 min 3 min \\\n", - "metabolite (ΔmM) \n", - "Malonyl-acyl-carrier-protein 44.0 -0.011352 -0.001639 -0.003963 \n", - "H 1.4 -0.022046 -0.002801 -0.007881 \n", - "Dodecanoyl-ACP-n-C120ACP 40.0 1.988648 1.998361 1.996037 \n", - "3-Oxotetradecanoyl-acyl-carrier-protein 0.0 0.011133 0.001480 0.003948 \n", - "acyl-carrier-protein 0.0 0.011352 0.001639 0.003963 \n", - "CO2 1.2 0.010913 0.001321 0.003933 \n", - "\n", - " 4 min 5 min \n", - "metabolite (ΔmM) \n", - "Malonyl-acyl-carrier-protein -0.001825 -0.002888 \n", - "H -0.003509 -0.005718 \n", - "Dodecanoyl-ACP-n-C120ACP 1.998175 1.997112 \n", - "3-Oxotetradecanoyl-acyl-carrier-protein 0.001778 0.002869 \n", - "acyl-carrier-protein 0.001825 0.002888 \n", - "CO2 0.001731 0.002849 " - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n" - ] - } - ], - "source": [ - "display(dfba.concentrations)\n", - "print(type(dfba.concentrations))\n", - "dfba.print_lp('dFBA')" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{ + "cells": [ + { + "cell_type": "markdown", + "id": "73603157-ba26-4efa-83f4-1160e6398672", + "metadata": {}, + "source": [ + "# Import COBRAKBase" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "79120e9f-4a1d-41aa-ae23-974b83678c8e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.8\n" + ] + } + ], + "source": [ + "from pprint import pprint\n", + "# define the environment path \n", + "import os\n", + "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", + "os.environ[\"HOME\"] = local_cobrakbase_path\n", + "\n", + "# import the models\n", + "from cobrakbase import KBaseAPI, Metabolite, Reaction, Model\n", + "token = 'WE6CHYRDTJSGOHFIDGPE7WYFT6PRPXJL'\n", + "kbase_api = KBaseAPI(token)" + ] + }, + { + "cell_type": "markdown", + "id": "0c98adc0-a250-46f9-9367-70f6a1ecdeee", + "metadata": {}, + "source": [ + "# Define the model" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "c7cfa439-2694-4772-af26-688ac0eab376", + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "R_3OAS140: 2.0 cpd00067 + cpd11468 + cpd11492 --> cpd00011 + cpd11628 + cpd15377\n", + "rxn2: cpd00011 + cpd11468 + cpd11492 --> cpd00067 + cpd11628\n" + ] + } + ], + "source": [ + "# define metabolites\n", + "ACP_c = Metabolite(\n", + " 'cpd11628',\n", + " name='acyl-carrier-protein',\n", + " compartment='c')\n", + "omrsACP_c = Metabolite(\n", + " 'cpd15377',\n", + " formula='C25H45N2O9PRS',\n", + " name='3-Oxotetradecanoyl-acyl-carrier-protein',\n", + " compartment='c')\n", + "co2_c = Metabolite('cpd00011', formula='CO2', name='CO2', compartment='c')\n", + "malACP_c = Metabolite(\n", + " 'cpd11492',\n", + " formula='C14H22N2O10PRS',\n", + " name='Malonyl-acyl-carrier-protein',\n", + " compartment='c')\n", + "h_c = Metabolite('cpd00067', formula='H', name='H', compartment='c')\n", + "ddcaACP_c = Metabolite(\n", + " 'cpd11468',\n", + " formula='C23H43N2O8PRS',\n", + " name='Dodecanoyl-ACP-n-C120ACP',\n", + " compartment='c')\n", + "\n", + "# define reactions, with the metabolites\n", + "reaction = Reaction('R_3OAS140')\n", + "reaction.name = 'R_3OAS140'\n", + "reaction.add_metabolites({\n", + " malACP_c: -1.0,\n", + " h_c: -2.0,\n", + " ddcaACP_c: -1.0,\n", + " co2_c: 1.0,\n", + " ACP_c: 1.0,\n", + " omrsACP_c: 1.0\n", + "})\n", + "\n", + "reaction2 = Reaction('rxn2')\n", + "reaction2.add_metabolites({\n", + " malACP_c: -1.0,\n", + " h_c: 1.0,\n", + " ddcaACP_c: -1.0,\n", + " co2_c: -1.0,\n", + " ACP_c: 1.0\n", + "})\n", + "reaction2.name = 'rxn2'\n", + "\n", + "# define the model, with the reactions\n", + "model = Model('test')\n", + "model.add_reactions([reaction, reaction2])\n", + "model.objective = reaction.flux_expression\n", + "\n", + "for reaction in model.reactions:\n", + " print(reaction)" + ] + }, + { + "cell_type": "markdown", + "id": "7381d7a2-928a-4f15-a478-e91bcf431fe4", + "metadata": {}, + "source": [ + "# Execute the model" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "ad5c795e-ab0b-4c63-8491-61567b8359ef", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "%run ../../modelseedpy/fbapkg/dfbapkg.py\n", + "\n", + "# define arbitrary enzyme kinetics and rate equations\n", + "reaction_kinetics = {\n", + " 'R_3OAS140': {\n", + " 'source_1': {\n", + " 'substituted_rate_law': '(68.0*A*B)/(50.0*0.34*C+360.0*B+0.34*A+A*B*C)',\n", + " \"initial_concentrations_M\": {\n", + " \"A\": .0200,\n", + " 'C':.022,\n", + " 'B': .0014\n", + " },\n", + " \"met_id\": {\n", + " 'A': 'cpd11468',\n", + " 'B': 'cpd00067',\n", + " 'C': 'cpd11492'\n", + " }\n", + " }\n", + " },\n", + " 'rxn2': {\n", + " 'source_1': {\n", + " 'substituted_rate_law': '(A*B)/(50.0*0.34*C+3*B+0.34*A+C)',\n", + " \"initial_concentrations_M\": {\n", + " \"A\": .0200,\n", + " 'C':.022,\n", + " 'B': .0012\n", + " },\n", + " \"met_id\": {\n", + " 'A': 'cpd11468',\n", + " 'B': 'cpd00011',\n", + " 'C': 'cpd11492'\n", + " }\n", + " }\n", + " }\n", + "}\n", + "\n", + "modelseed_db_path = os.path.join('..', '..', '..', 'ModelSEEDDatabase')\n", + "total_time = 5 #min\n", + "timestep = 1 #min\n", + "chemostat_L = 1 #L\n", + "feed_profile = {'cpd11468':0.002}\n", + "exchange_rate = 1 #L/hr \n", + "dfba = dFBAPkg(model, modelseed_db_path, verbose = False)\n", + "conc, fluxes = dfba.simulate(None, None, total_time, timestep, None, None, chemostat_L, feed_profile, exchange_rate, kinetics_data = reaction_kinetics, labeled_plots = False, export = False)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "78010906-497b-4ce8-b220-505adf21cc49", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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0 min1 min2 min3 min4 min5 min
metabolite (ΔmM)
Malonyl-acyl-carrier-protein44.0-0.011352-0.001639-0.003963-0.001825-0.002888
H1.4-0.022046-0.002801-0.007881-0.003509-0.005718
Dodecanoyl-ACP-n-C120ACP40.01.9886481.9983611.9960371.9981751.997112
3-Oxotetradecanoyl-acyl-carrier-protein0.00.0111330.0014800.0039480.0017780.002869
acyl-carrier-protein0.00.0113520.0016390.0039630.0018250.002888
CO21.20.0109130.0013210.0039330.0017310.002849
\n", + "
" + ], + "text/plain": [ + " 0 min 1 min 2 min 3 min \\\n", + "metabolite (ΔmM) \n", + "Malonyl-acyl-carrier-protein 44.0 -0.011352 -0.001639 -0.003963 \n", + "H 1.4 -0.022046 -0.002801 -0.007881 \n", + "Dodecanoyl-ACP-n-C120ACP 40.0 1.988648 1.998361 1.996037 \n", + "3-Oxotetradecanoyl-acyl-carrier-protein 0.0 0.011133 0.001480 0.003948 \n", + "acyl-carrier-protein 0.0 0.011352 0.001639 0.003963 \n", + "CO2 1.2 0.010913 0.001321 0.003933 \n", + "\n", + " 4 min 5 min \n", + "metabolite (ΔmM) \n", + "Malonyl-acyl-carrier-protein -0.001825 -0.002888 \n", + "H -0.003509 -0.005718 \n", + "Dodecanoyl-ACP-n-C120ACP 1.998175 1.997112 \n", + "3-Oxotetradecanoyl-acyl-carrier-protein 0.001778 0.002869 \n", + "acyl-carrier-protein 0.001825 0.002888 \n", + "CO2 0.001731 0.002849 " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "display(dfba.concentrations)\n", + "print(type(dfba.concentrations))\n", + "dfba.print_lp('dFBA')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Flux Analysis/dFBA, custom model.ipynb b/examples/Flux Analysis/dFBA/dFBA, custom model.ipynb similarity index 99% rename from examples/Flux Analysis/dFBA, custom model.ipynb rename to examples/Flux Analysis/dFBA/dFBA, custom model.ipynb index 1c3fb83f..8a6a5dda 100644 --- a/examples/Flux Analysis/dFBA, custom model.ipynb +++ b/examples/Flux Analysis/dFBA/dFBA, custom model.ipynb @@ -1,417 +1,417 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Execute a simple, custom, model" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Import cobrakbase" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.8\n" - ] - } - ], - "source": [ - "from pprint import pprint\n", - "# define the environment path \n", - "import os\n", - "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", - "os.environ[\"HOME\"] = local_cobrakbase_path\n", - "\n", - "# import the models\n", - "from cobrakbase import KBaseAPI, Metabolite, Reaction, Model\n", - "token = 'WE6CHYRDTJSGOHFIDGPE7WYFT6PRPXJL'\n", - "kbase_api = KBaseAPI(token)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Define the model" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "jupyter": { - "source_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "R_3OAS140: 2.0 cpd00067 + cpd11468 + cpd11492 --> cpd00011 + cpd11628 + cpd15377\n", - "rxn2: cpd00011 + cpd11468 + cpd11492 --> cpd00067 + cpd11628\n" - ] - } - ], - "source": [ - "# define metabolites\n", - "ACP_c = Metabolite(\n", - " 'cpd11628',\n", - " name='acyl-carrier-protein',\n", - " compartment='c')\n", - "omrsACP_c = Metabolite(\n", - " 'cpd15377',\n", - " formula='C25H45N2O9PRS',\n", - " name='3-Oxotetradecanoyl-acyl-carrier-protein',\n", - " compartment='c')\n", - "co2_c = Metabolite('cpd00011', formula='CO2', name='CO2', compartment='c')\n", - "malACP_c = Metabolite(\n", - " 'cpd11492',\n", - " formula='C14H22N2O10PRS',\n", - " name='Malonyl-acyl-carrier-protein',\n", - " compartment='c')\n", - "h_c = Metabolite('cpd00067', formula='H', name='H', compartment='c')\n", - "ddcaACP_c = Metabolite(\n", - " 'cpd11468',\n", - " formula='C23H43N2O8PRS',\n", - " name='Dodecanoyl-ACP-n-C120ACP',\n", - " compartment='c')\n", - "\n", - "# define reactions, with the metabolites\n", - "reaction = Reaction('R_3OAS140')\n", - "reaction.name = 'R_3OAS140'\n", - "reaction.add_metabolites({\n", - " malACP_c: -1.0,\n", - " h_c: -2.0,\n", - " ddcaACP_c: -1.0,\n", - " co2_c: 1.0,\n", - " ACP_c: 1.0,\n", - " omrsACP_c: 1.0\n", - "})\n", - "\n", - "reaction2 = Reaction('rxn2')\n", - "reaction2.add_metabolites({\n", - " malACP_c: -1.0,\n", - " h_c: 1.0,\n", - " ddcaACP_c: -1.0,\n", - " co2_c: -1.0,\n", - " ACP_c: 1.0\n", - "})\n", - "reaction2.name = 'rxn2'\n", - "\n", - "# define the model, with the reactions\n", - "model = Model('test')\n", - "model.add_reactions([reaction, reaction2])\n", - "model.objective = reaction.flux_expression\n", - "\n", - "for reaction in model.reactions:\n", - " print(reaction)" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "tags": [] - }, - "source": [ - "### Execute the model with custom kinetic data" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", - " warn(f\"Solver status is '{status}'.\", UserWarning)\n", - "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", - " warn(f\"Solver status is '{status}'.\", UserWarning)\n" - ] - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "%run ../../modelseedpy/fbapkg/dfbapkg.py\n", - "\n", - "# define arbitrary enzyme kinetics and rate equations\n", - "reaction_kinetics = {\n", - " 'R_3OAS140': {\n", - " 'source_1': {\n", - " 'substituted_rate_law': '(68.0*A*B)/(50.0*0.34*C+360.0*B+0.34*A+A*B*C)',\n", - " \"initial_concentrations_M\": {\n", - " \"A\": .0200,\n", - " 'C':.022,\n", - " 'B': .0014\n", - " },\n", - " \"met_id\": {\n", - " 'A': 'cpd11468',\n", - " 'B': 'cpd00067',\n", - " 'C': 'cpd11492'\n", - " }\n", - " }\n", - " },\n", - " 'rxn2': {\n", - " 'source_1': {\n", - " 'substituted_rate_law': '(A*B)/(50.0*0.34*C+3*B+0.34*A+C)',\n", - " \"initial_concentrations_M\": {\n", - " \"A\": .0200,\n", - " 'C':.022,\n", - " 'B': .0012\n", - " },\n", - " \"met_id\": {\n", - " 'A': 'cpd11468',\n", - " 'B': 'cpd00011',\n", - " 'C': 'cpd11492'\n", - " }\n", - " }\n", - " }\n", - "}\n", - "\n", - "modelseed_db_path = os.path.join('..', '..', '..', 'ModelSEEDDatabase')\n", - "total_time = 5\n", - "timestep = 1\n", - "dfba = dFBAPkg(model, modelseed_db_path, verbose = False)\n", - "conc, fluxes = dfba.simulate(None, None, total_time, timestep, None, None, kinetics_data = reaction_kinetics, labeled_plots = False, export = False)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Execute SABIO-RK kinetics data " - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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metabolite (ΔmM)
CO21.20.010913-0.0000106.655375e-095.447921e-139.012824e-16
Dodecanoyl-ACP-n-C120ACP40.0-0.0113520.000005-4.178066e-101.127642e-12-1.105001e-15
Malonyl-acyl-carrier-protein44.0-0.0113520.000005-4.178066e-101.127642e-12-1.105001e-15
H1.4-0.0220460.000018-1.019197e-08-2.533672e-13-1.904424e-15
acyl-carrier-protein0.00.011352-0.0000054.178066e-10-1.127642e-121.105001e-15
3-Oxotetradecanoyl-acyl-carrier-protein0.00.011133-0.0000083.536591e-09-2.914249e-131.003142e-15
\n", - "
" - ], - "text/plain": [ - " 0 min 1 min 2 min \\\n", - "metabolite (ΔmM) \n", - "CO2 1.2 0.010913 -0.000010 \n", - "Dodecanoyl-ACP-n-C120ACP 40.0 -0.011352 0.000005 \n", - "Malonyl-acyl-carrier-protein 44.0 -0.011352 0.000005 \n", - "H 1.4 -0.022046 0.000018 \n", - "acyl-carrier-protein 0.0 0.011352 -0.000005 \n", - "3-Oxotetradecanoyl-acyl-carrier-protein 0.0 0.011133 -0.000008 \n", - "\n", - " 3 min 4 min \\\n", - "metabolite (ΔmM) \n", - "CO2 6.655375e-09 5.447921e-13 \n", - "Dodecanoyl-ACP-n-C120ACP -4.178066e-10 1.127642e-12 \n", - "Malonyl-acyl-carrier-protein -4.178066e-10 1.127642e-12 \n", - "H -1.019197e-08 -2.533672e-13 \n", - "acyl-carrier-protein 4.178066e-10 -1.127642e-12 \n", - "3-Oxotetradecanoyl-acyl-carrier-protein 3.536591e-09 -2.914249e-13 \n", - "\n", - " 5 min \n", - "metabolite (ΔmM) \n", - "CO2 9.012824e-16 \n", - "Dodecanoyl-ACP-n-C120ACP -1.105001e-15 \n", - "Malonyl-acyl-carrier-protein -1.105001e-15 \n", - "H -1.904424e-15 \n", - "acyl-carrier-protein 1.105001e-15 \n", - "3-Oxotetradecanoyl-acyl-carrier-protein 1.003142e-15 " - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n" - ] - } - ], - "source": [ - "display(dfba.concentrations)\n", - "print(type(dfba.concentrations))\n", - "dfba.print_lp('dFBA')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [ - "# %run ../../modelseedpy/fbapkg/dynamicfbapkg.py\n", - "# import cobra \n", - "# model = cobra.io.read_sbml_model('../iSB619.xml')\n", - "\n", - "# # define in the initial conditions\n", - "# initial_concentrations = {\"ATP\":200, \"ADP\":100}\n", - "\n", - "# # import enzyme kinetics and rate equations\n", - "# with open('../sabio_proccessed.json', 'rb') as f:\n", - "# reaction_kinetics = json.load(f)\n", - "\n", - "# # execute the package\n", - "# total_time = 5\n", - "# timestep = 1\n", - "# dfba = dynamicFBAPkg(model, total_time, timestep, initial_concentrations, reaction_kinetics, verbose = False)\n", - "# fluxes_df, concentrations_df, solutions = dfba.simulate()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Execute a simple, custom, model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Import cobrakbase" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.8\n" + ] + } + ], + "source": [ + "from pprint import pprint\n", + "# define the environment path \n", + "import os\n", + "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", + "os.environ[\"HOME\"] = local_cobrakbase_path\n", + "\n", + "# import the models\n", + "from cobrakbase import KBaseAPI, Metabolite, Reaction, Model\n", + "token = 'WE6CHYRDTJSGOHFIDGPE7WYFT6PRPXJL'\n", + "kbase_api = KBaseAPI(token)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define the model" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "jupyter": { + "source_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "R_3OAS140: 2.0 cpd00067 + cpd11468 + cpd11492 --> cpd00011 + cpd11628 + cpd15377\n", + "rxn2: cpd00011 + cpd11468 + cpd11492 --> cpd00067 + cpd11628\n" + ] + } + ], + "source": [ + "# define metabolites\n", + "ACP_c = Metabolite(\n", + " 'cpd11628',\n", + " name='acyl-carrier-protein',\n", + " compartment='c')\n", + "omrsACP_c = Metabolite(\n", + " 'cpd15377',\n", + " formula='C25H45N2O9PRS',\n", + " name='3-Oxotetradecanoyl-acyl-carrier-protein',\n", + " compartment='c')\n", + "co2_c = Metabolite('cpd00011', formula='CO2', name='CO2', compartment='c')\n", + "malACP_c = Metabolite(\n", + " 'cpd11492',\n", + " formula='C14H22N2O10PRS',\n", + " name='Malonyl-acyl-carrier-protein',\n", + " compartment='c')\n", + "h_c = Metabolite('cpd00067', formula='H', name='H', compartment='c')\n", + "ddcaACP_c = Metabolite(\n", + " 'cpd11468',\n", + " formula='C23H43N2O8PRS',\n", + " name='Dodecanoyl-ACP-n-C120ACP',\n", + " compartment='c')\n", + "\n", + "# define reactions, with the metabolites\n", + "reaction = Reaction('R_3OAS140')\n", + "reaction.name = 'R_3OAS140'\n", + "reaction.add_metabolites({\n", + " malACP_c: -1.0,\n", + " h_c: -2.0,\n", + " ddcaACP_c: -1.0,\n", + " co2_c: 1.0,\n", + " ACP_c: 1.0,\n", + " omrsACP_c: 1.0\n", + "})\n", + "\n", + "reaction2 = Reaction('rxn2')\n", + "reaction2.add_metabolites({\n", + " malACP_c: -1.0,\n", + " h_c: 1.0,\n", + " ddcaACP_c: -1.0,\n", + " co2_c: -1.0,\n", + " ACP_c: 1.0\n", + "})\n", + "reaction2.name = 'rxn2'\n", + "\n", + "# define the model, with the reactions\n", + "model = Model('test')\n", + "model.add_reactions([reaction, reaction2])\n", + "model.objective = reaction.flux_expression\n", + "\n", + "for reaction in model.reactions:\n", + " print(reaction)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "tags": [] + }, + "source": [ + "### Execute the model with custom kinetic data" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "%run ../../modelseedpy/fbapkg/dfbapkg.py\n", + "\n", + "# define arbitrary enzyme kinetics and rate equations\n", + "reaction_kinetics = {\n", + " 'R_3OAS140': {\n", + " 'source_1': {\n", + " 'substituted_rate_law': '(68.0*A*B)/(50.0*0.34*C+360.0*B+0.34*A+A*B*C)',\n", + " \"initial_concentrations_M\": {\n", + " \"A\": .0200,\n", + " 'C':.022,\n", + " 'B': .0014\n", + " },\n", + " \"met_id\": {\n", + " 'A': 'cpd11468',\n", + " 'B': 'cpd00067',\n", + " 'C': 'cpd11492'\n", + " }\n", + " }\n", + " },\n", + " 'rxn2': {\n", + " 'source_1': {\n", + " 'substituted_rate_law': '(A*B)/(50.0*0.34*C+3*B+0.34*A+C)',\n", + " \"initial_concentrations_M\": {\n", + " \"A\": .0200,\n", + " 'C':.022,\n", + " 'B': .0012\n", + " },\n", + " \"met_id\": {\n", + " 'A': 'cpd11468',\n", + " 'B': 'cpd00011',\n", + " 'C': 'cpd11492'\n", + " }\n", + " }\n", + " }\n", + "}\n", + "\n", + "modelseed_db_path = os.path.join('..', '..', '..', 'ModelSEEDDatabase')\n", + "total_time = 5\n", + "timestep = 1\n", + "dfba = dFBAPkg(model, modelseed_db_path, verbose = False)\n", + "conc, fluxes = dfba.simulate(None, None, total_time, timestep, None, None, kinetics_data = reaction_kinetics, labeled_plots = False, export = False)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Execute SABIO-RK kinetics data " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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metabolite (ΔmM)
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\u001b[49m\u001b[43minitial_M\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43minitial_M\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mexport\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\Documents\\Argonne\\ModelSEED\\ModelSEEDpy\\modelseedpy\\community\\mskineticsfba.py:162\u001b[0m, in \u001b[0;36mMSKineticsFBA.baseKinFBA\u001b[1;34m(self, kinetics_path, kinetics_data, initial_M, total_min, ts_min, export_name, export_directory, chemostat_L, feed_profile, chemostat_L_hr, temperature, p_h, cell_dry_g, cellular_L, conc_figure_title, included_mets, labeled_plots, visualize, export)\u001b[0m\n\u001b[0;32m 159\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39munchanged \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mset\u001b[39m(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mmet_ids\u001b[38;5;241m.\u001b[39mkeys()) \u001b[38;5;241m-\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mchanged\n\u001b[0;32m 161\u001b[0m \u001b[38;5;66;03m# visualize concentration changes over time\u001b[39;00m\n\u001b[1;32m--> 162\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m visualize: \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_visualize\u001b[49m\u001b[43m(\u001b[49m\u001b[43mconc_figure_title\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mincluded_mets\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlabeled_plots\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 163\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m export: \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_export(export_name, export_directory, total_min)\n\u001b[0;32m 164\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mverbose: \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124mChanged concentrations:\u001b[39m\u001b[38;5;130;01m\\t\u001b[39;00m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mchanged\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m 165\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124mConstrained reactions:\u001b[39m\u001b[38;5;130;01m\\t\u001b[39;00m\u001b[38;5;132;01m{\u001b[39;00mconstrained\u001b[38;5;241m.\u001b[39mkeys()\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n", + "File \u001b[1;32m~\\Documents\\Argonne\\ModelSEED\\ModelSEEDpy\\modelseedpy\\community\\mskineticsfba.py:218\u001b[0m, in \u001b[0;36mMSKineticsFBA._visualize\u001b[1;34m(self, conc_fig_title, included_mets, labeled_plots)\u001b[0m\n\u001b[0;32m 215\u001b[0m ax\u001b[38;5;241m.\u001b[39mset_title(conc_fig_title)\n\u001b[0;32m 216\u001b[0m ax\u001b[38;5;241m.\u001b[39mset_ylabel(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mConcentrations (mM)\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m--> 218\u001b[0m x_axis_scalar, unit \u001b[38;5;241m=\u001b[39m _x_axis_determination(\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mtotal_min\u001b[49m)\n\u001b[0;32m 219\u001b[0m ax\u001b[38;5;241m.\u001b[39mset_xlabel(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mTime \u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m+\u001b[39m unit)\n\u001b[0;32m 220\u001b[0m legend_list \u001b[38;5;241m=\u001b[39m []\n", + "\u001b[1;31mAttributeError\u001b[0m: 'MSKineticsFBA' object has no attribute 'total_min'" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%run ../../../modelseedpy/community/mskineticsfba.py\n", + "\n", + "# define in the initial conditions\n", + "initial_M = {\n", + " \"cpd00020_e0\":1\n", + "}\n", + "kinetics = {\n", + " \"EX_cpd00020_e0\": {\n", + " \"Martin et al., 2010\": {\n", + " # \"metadata\"\n", + " \"mets\": [\"cpd00020_e0\"],\n", + " \"substituted_rate_law\": \"3*t*cpd00020_e0/(1.2+cpd00020_e0)\"\n", + " }\n", + " }\n", + "}\n", + "total_time = 5\n", + "timestep = 1\n", + "\n", + "# execute the package\n", + "kinFBA = MSKineticsFBA(model1)\n", + "conc, fluxes = kinFBA.baseKinFBA(kinetics_data=kinetics, initial_M=initial_M, export = False)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from numpy import mean\n", + "\n", + "print(type(mean([1,2,3])))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "rxn = model1.exchanges[0]\n", + "rxn.lb = -20\n", + "print(rxn.bounds)\n", + "dic = {rxn.id: rxn}\n", + "dic[rxn.id].lb = -20\n", + "print(dic[rxn.id].bounds)\n", + "print(rxn.bounds)\n", + "print(model1.exchanges[0].bounds)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/HTML_report.ipynb b/examples/HTML_report.ipynb new file mode 100644 index 00000000..67f4e582 --- /dev/null +++ b/examples/HTML_report.ipynb @@ -0,0 +1,1339 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "loaded-dakota", + "metadata": {}, + "source": [ + "# Load a model" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "induced-button", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.3.1\n" + ] + } + ], + "source": [ + "import os\n", + "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", + "os.environ[\"HOME\"] = local_cobrakbase_path\n", + "\n", + "# import the KBase\n", + "import cobrakbase\n", + "# with open(\"/Users/afreiburger/Documents/kbase_token.txt\") as token_file:\n", + "with open(\"D:/Users/Andrew Freiburger/Documents/Argonne/kbase_token.txt\") as token_file:\n", + " kbase_api = cobrakbase.KBaseAPI(token_file.readline())\n", + " \n", + "# load the models\n", + "model1 = kbase_api.get_from_ws(\"E_iAH991V2\",40576)\n", + "model2 = kbase_api.get_from_ws(\"E_iML1515.kb\",40576)\n", + "com_model = kbase_api.get_from_ws(\"CMM_iAH991V2_iML1515.kb\",40576)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "verified-drove", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# print(model1.optimize())\n", + "# com_model.optimize()" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "continuous-animal", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.community.mscompatibility - ERROR - The Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 model has residual non-standard metabolites in its exchange reactions: {'core7_e0', 'phearg_e0', 'indlac_e0', 'cps_bt_e0', 'cspg_b_degr_e0', 'glyasn_e0', 'glypro_e0', 'amannan140_e0', 'cspg_b_e0', 'pullulan1200_e0', 'levan1000_e0', 'levanb_e0', 'phppa_e0', '7ocholate_e0', 'cspg_c_rest_e0', 'mn_e0', 'hspg_degr_12_e0', 'stys_e0', 'n2m2mn_e0', 'core3_e0', '2omxyl_e0', 'homogal_e0', 'Ser_Thr_e0', 'hspg_degr_9_e0', 'fucneulacnhx_e0', 'sT_antigen_e0', 's2l2n2m2masn_e0', 'mqn9_e0', 'leugly_e0', 'acerA_e0', 'hspg_degr_3_e0', 'arabinan101_e0', '3ddlhept_e0', 'Tn_antigen_e0', 'kesto_e0', 'hspg_e0', '3fuclac_e0', 'gncore2_e0', 'acgalidour2s_e0', 'cspg_a_e0', 'l2n2m2mn_e0', 'alagly_e0', 'dt5hsu_e0', 'kestottr_e0', 'mqn10_e0', 'rhamnogalurI_e0', 'manpt_e0', 'glyasp_e0', 'lacnttr_e0', 's2l2fn2m2masn_e0', 'acgalglcur_e0', 'hspg_degr_11_e0', 'lmn2_e0', 'mbenz_e0', 'amylose300_e0', 'starch1200_e0', 'levanttr_e0', 'cspg_c_degr_e0', 'ha_e0', 'galam_e0', 'gam26s_e0', 'glycogen1500_e0', 'isocapr_e0', 'core5_e0', 'core2_e0', 'rhamnogalurII_e0', 's2l2n2m2m_e0', 'cspg_a_degr_e0', 'sphmyln_bt_e0', 'hspg_degr_7_e0', 'chtbs_e0', 'apio_D_e0', 'core8_e0', 'idour_e0', 'oligofru4_e0', 'cspg_c_e0', 'lacnnttr_e0', 'hspg_degr_1_e0', 'lacndfuchx_e0', '2fuclac_e0', 'lmn30_e0', 'isoval_e0', 'alathr_e0', 'hspg_degr_5_e0', 'lacdfucttr_e0', 'levantttr_e0', 'arabinogal_e0', 'lacnfucpt_e0', 'mqn11_e0', 'core4_e0', '12ethd_e0', 'strch2_e0', 'metala_e0', 'kestopt_e0', 'neulacnttr_e0', '2omfuc_e0', 'cspg_ab_rest_e0', 'hspg_degr_6_e0', 'core6_e0', 'f1a_e0', 'pect_e0', 'hspg_degr_2_e0', 'lps_bt_e0', 'pe_cer1_bt_e0', 'alaglu_e0', 'T_antigen_e0', 'm2mn_e0', 'unsdigalur_e0', 'dsT_antigen_e0', 'sTn_antigen_e0', 'arabttr_e0', 'argarg_e0', 'plac_e0', 'hspg_rest_e0', 'hspg_degr_15_e0', 'strch1_e0', 'hspg_degr_4_e0', 'isobut_e0', 'mantr_e0', 'hspg_degr_10_e0', 'pecticgal_e0', 'gncore1_e0', 'hspg_degr_14_e0', 'hspg_degr_8_e0', 'alaasp_e0', 'acgalidour_e0', 'glyglu_e0', 's2l2n2m2mn_e0', 'leuleu_e0', 'ha_deg1_e0', 'hspg_degr_13_e0', 'gchola_e0', 'manttr_e0', 'manb_e0', 'ha_pre1_e0'}. Specify a True `printing` parameter to view why these metabolites were not corrected.\n", + "modelseedpy.core.msmodel - ERROR - The [0, 0] bounds are not amenable with a direction string.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + "Align exchange reactions in Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 \n", + " ==============================================================================\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.community.mscompatibility - ERROR - The iML1515 model has residual non-standard metabolites in its exchange reactions: {'dhps-e_e0', 'metsox-R-L-e_e0', 'tartr-D-e_e0', 'metsox-S-L-e_e0', 'metglcur-e_e0', 'colipap-e_e0', 'sq-e_e0', '4abzglu-e_e0'}. Specify a True `printing` parameter to view why these metabolites were not corrected.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + "Align exchange reactions in iML1515 \n", + " ======================================\n", + "\n", + "\n", + "0 exchange reactions were substituted and 0 exchange metabolite IDs were redefined by align_exchanges().\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.core.msmodel - ERROR - The [0, 0] bounds are not amenable with a direction string.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[, ]\n", + "cpd11416_c1\n", + "cpd11416_c0\n", + "bio1: cpd11416_c1 --> cpd11416_c0\n", + "primary biomass defined bio1: cpd11416_c1 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 <=> \n", + "cpd11416_c1\n", + "c1\n", + "\n", + "cpd11416_c0\n", + "bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "primary biomass defined bio1: 0.5 cpd11416_c1 + 0.5 cpd11416_c2 --> cpd11416_c0\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "cpd11416_c1\n", + "cpd11416_c2\n", + "cpd11416_c1\n", + "c1\n", + "cpd11416_c2\n", + "c2\n" + ] + } + ], + "source": [ + "from modelseedpy import MSSteadyCom, MSCommunity\n", + "\n", + "built_comm_model = MSCommunity(models=[model1, model2])\n", + "print()\n", + "comm_model = MSCommunity(com_model)\n", + "\n", + "# print(dir(built_comm_model))" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "entitled-belle", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[]\n", + "[, ]\n" + ] + } + ], + "source": [ + "print(built_comm_model.species)\n", + "print(comm_model.species)" + ] + }, + { + "cell_type": "markdown", + "id": "lyric-donna", + "metadata": {}, + "source": [ + "# Run SteadyCom" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "monthly-majority", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()\n", + " normalized_flux: 91.44538631526363\n", + "ic| mssteadycom.py:126 in compute()\n", + " normalized_flux: 92.54287512872148\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()\n", + " normalized_flux: 41.86387405291884\n", + "ic| mssteadycom.py:126 in compute()\n", + " normalized_flux: 99.99999999999999\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()\n", + " normalized_flux: 1.9785153371762003\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 89.9705142140928\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()\n", + " normalized_flux: 50.683464674783664\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n" + ] + }, + { + "data": { + "image/png": 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normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()\n", + " normalized_flux: 99.99999999999997\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()\n", + " normalized_flux: 41.79126969344045\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()\n", + " normalized_flux: 6.019306557743572\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()\n", + " normalized_flux: 50.000000000000014\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()\n", + " normalized_flux: 99.99999999999999\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()\n", + " normalized_flux: 91.36904749612476\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n", + "ic| mssteadycom.py:126 in compute()- normalized_flux: 100.0\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cross_feeding_df, exMets_df = MSSteadyCom.compute(built_comm_model)\n", + "cross_feeding_df, exMets_df = MSSteadyCom.compute(comm_model)" + ] + }, + { + "cell_type": "markdown", + "id": "rotary-listing", + "metadata": {}, + "source": [ + "# Construct the HTML report" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "annoying-physiology", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "163\n", + "160\n" + ] + } + ], + "source": [ + "%run ../modelseedpy/core/report.py\n", + "\n", + "steadycom_output = steadycom_report(cross_feeding_df, exMets_df)\n", + "with open(\"test_steadycom_report.html\", \"w\") as out:\n", + " out.writelines(steadycom_output)" + ] + }, + { + "cell_type": "markdown", + "id": "instructional-thriller", + "metadata": {}, + "source": [ + "### Combine pandas Series into a single DataFrame" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "adjacent-boost", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
 abc
012.0000002.0000004.000000
13.0000002.000000nan
\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from pandas import Series, concat\n", + "\n", + "a = Series({\"a\": 12, \"b\":2, \"c\":4})\n", + "b = Series({\"a\": 3, \"b\":2})\n", + "test_df = concat([a,b], axis=1).T\n", + "test_df.style.background_gradient()" + ] + }, + { + "cell_type": "markdown", + "id": "genuine-forest", + "metadata": {}, + "source": [ + "# Construct a SMETANA report" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "assigned-teach", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.community.mscompatibility - ERROR - The Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 model has residual non-standard metabolites in its exchange reactions: {'core7_e0', 'phearg_e0', 'indlac_e0', 'cps_bt_e0', 'cspg_b_degr_e0', 'glyasn_e0', 'glypro_e0', 'amannan140_e0', 'cspg_b_e0', 'pullulan1200_e0', 'levan1000_e0', 'levanb_e0', 'phppa_e0', '7ocholate_e0', 'cspg_c_rest_e0', 'mn_e0', 'hspg_degr_12_e0', 'stys_e0', 'n2m2mn_e0', 'core3_e0', '2omxyl_e0', 'homogal_e0', 'Ser_Thr_e0', 'hspg_degr_9_e0', 'fucneulacnhx_e0', 'sT_antigen_e0', 's2l2n2m2masn_e0', 'mqn9_e0', 'leugly_e0', 'acerA_e0', 'hspg_degr_3_e0', 'arabinan101_e0', '3ddlhept_e0', 'Tn_antigen_e0', 'kesto_e0', 'hspg_e0', '3fuclac_e0', 'gncore2_e0', 'acgalidour2s_e0', 'cspg_a_e0', 'l2n2m2mn_e0', 'alagly_e0', 'dt5hsu_e0', 'kestottr_e0', 'mqn10_e0', 'rhamnogalurI_e0', 'manpt_e0', 'glyasp_e0', 'lacnttr_e0', 's2l2fn2m2masn_e0', 'acgalglcur_e0', 'hspg_degr_11_e0', 'lmn2_e0', 'mbenz_e0', 'amylose300_e0', 'starch1200_e0', 'levanttr_e0', 'cspg_c_degr_e0', 'ha_e0', 'galam_e0', 'gam26s_e0', 'glycogen1500_e0', 'isocapr_e0', 'core5_e0', 'core2_e0', 'rhamnogalurII_e0', 's2l2n2m2m_e0', 'cspg_a_degr_e0', 'sphmyln_bt_e0', 'hspg_degr_7_e0', 'chtbs_e0', 'apio_D_e0', 'core8_e0', 'idour_e0', 'oligofru4_e0', 'cspg_c_e0', 'lacnnttr_e0', 'hspg_degr_1_e0', 'lacndfuchx_e0', '2fuclac_e0', 'lmn30_e0', 'isoval_e0', 'alathr_e0', 'hspg_degr_5_e0', 'lacdfucttr_e0', 'levantttr_e0', 'arabinogal_e0', 'lacnfucpt_e0', 'mqn11_e0', 'core4_e0', '12ethd_e0', 'strch2_e0', 'metala_e0', 'kestopt_e0', 'neulacnttr_e0', '2omfuc_e0', 'cspg_ab_rest_e0', 'hspg_degr_6_e0', 'core6_e0', 'f1a_e0', 'pect_e0', 'hspg_degr_2_e0', 'lps_bt_e0', 'pe_cer1_bt_e0', 'alaglu_e0', 'T_antigen_e0', 'm2mn_e0', 'unsdigalur_e0', 'dsT_antigen_e0', 'sTn_antigen_e0', 'arabttr_e0', 'argarg_e0', 'plac_e0', 'hspg_rest_e0', 'hspg_degr_15_e0', 'strch1_e0', 'hspg_degr_4_e0', 'isobut_e0', 'mantr_e0', 'hspg_degr_10_e0', 'pecticgal_e0', 'gncore1_e0', 'hspg_degr_14_e0', 'hspg_degr_8_e0', 'alaasp_e0', 'acgalidour_e0', 'glyglu_e0', 's2l2n2m2mn_e0', 'leuleu_e0', 'ha_deg1_e0', 'hspg_degr_13_e0', 'gchola_e0', 'manttr_e0', 'manb_e0', 'ha_pre1_e0'}. Specify a True `printing` parameter to view why these metabolites were not corrected.\n", + "modelseedpy.core.msmodel - ERROR - The [0, 0] bounds are not amenable with a direction string.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + "Align exchange reactions in Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 \n", + " ==============================================================================\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.community.mscompatibility - ERROR - The iML1515 model has residual non-standard metabolites in its exchange reactions: {'dhps-e_e0', 'metsox-R-L-e_e0', 'tartr-D-e_e0', 'metsox-S-L-e_e0', 'metglcur-e_e0', 'colipap-e_e0', 'sq-e_e0', '4abzglu-e_e0'}. Specify a True `printing` parameter to view why these metabolites were not corrected.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + "Align exchange reactions in iML1515 \n", + " ======================================\n", + "\n", + "\n", + "0 exchange reactions were substituted and 0 exchange metabolite IDs were redefined by align_exchanges().\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.core.msmodel - ERROR - The [0, 0] bounds are not amenable with a direction string.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[, ]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (core7_e0 | core7_e0 | core7) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (phearg_e0 | phearg_e0 | phearg) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (indlac_e0 | indlac_e0 | indlac) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cps_bt_e0 | cps_bt_e0 | cps_bt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_b_degr_e0 | cspg_b_degr_e0 | cspg_b_degr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (glyasn_e0 | glyasn_e0 | glyasn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (glypro_e0 | glypro_e0 | glypro) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd15494_e0 is a ModelSEED ID, and may not be desirably changed to cpd15494_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (amannan140_e0 | amannan140_e0 | amannan140) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_b_e0 | cspg_b_e0 | cspg_b) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (pullulan1200_e0 | pullulan1200_e0 | pullulan1200) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (levan1000_e0 | levan1000_e0 | levan1000) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (levanb_e0 | levanb_e0 | levanb) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (phppa_e0 | phppa_e0 | phppa) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (7ocholate_e0 | 7ocholate_e0 | 7ocholate) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_c_rest_e0 | cspg_c_rest_e0 | cspg_c_rest) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mn_e0 | mn_e0 | mn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_12_e0 | hspg_degr_12_e0 | hspg_degr_12) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (n2m2mn_e0 | n2m2mn_e0 | n2m2mn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (stys_e0 | stys_e0 | stys) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (core3_e0 | core3_e0 | core3) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (2omxyl_e0 | 2omxyl_e0 | 2omxyl) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (homogal_e0 | homogal_e0 | homogal) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (Ser_Thr_e0 | Ser_Thr_e0 | Ser_Thr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_9_e0 | hspg_degr_9_e0 | hspg_degr_9) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (fucneulacnhx_e0 | fucneulacnhx_e0 | fucneulacnhx) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (sT_antigen_e0 | sT_antigen_e0 | sT_antigen) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (s2l2n2m2masn_e0 | s2l2n2m2masn_e0 | s2l2n2m2masn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mqn9_e0 | mqn9_e0 | mqn9) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (leugly_e0 | leugly_e0 | leugly) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (acerA_e0 | acerA_e0 | acerA) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_3_e0 | hspg_degr_3_e0 | hspg_degr_3) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (arabinan101_e0 | arabinan101_e0 | arabinan101) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (3ddlhept_e0 | 3ddlhept_e0 | 3ddlhept) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (Tn_antigen_e0 | Tn_antigen_e0 | Tn_antigen) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (kesto_e0 | kesto_e0 | kesto) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_e0 | hspg_e0 | hspg) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (3fuclac_e0 | 3fuclac_e0 | 3fuclac) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (gncore2_e0 | gncore2_e0 | gncore2) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (acgalidour2s_e0 | acgalidour2s_e0 | acgalidour2s) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_a_e0 | cspg_a_e0 | cspg_a) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (l2n2m2mn_e0 | l2n2m2mn_e0 | l2n2m2mn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (alagly_e0 | alagly_e0 | alagly) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (dt5hsu_e0 | dt5hsu_e0 | dt5hsu) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (kestottr_e0 | kestottr_e0 | kestottr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mqn10_e0 | mqn10_e0 | mqn10) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (rhamnogalurI_e0 | rhamnogalurI_e0 | rhamnogalurI) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (manpt_e0 | manpt_e0 | manpt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (glyasp_e0 | glyasp_e0 | glyasp) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lacnttr_e0 | lacnttr_e0 | lacnttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (s2l2fn2m2masn_e0 | s2l2fn2m2masn_e0 | s2l2fn2m2masn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (acgalglcur_e0 | acgalglcur_e0 | acgalglcur) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_11_e0 | hspg_degr_11_e0 | hspg_degr_11) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lmn2_e0 | lmn2_e0 | lmn2) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mbenz_e0 | mbenz_e0 | mbenz) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (amylose300_e0 | amylose300_e0 | amylose300) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (starch1200_e0 | starch1200_e0 | starch1200) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (levanttr_e0 | levanttr_e0 | levanttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_c_degr_e0 | cspg_c_degr_e0 | cspg_c_degr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (ha_e0 | ha_e0 | ha) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (galam_e0 | galam_e0 | galam) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cpd00098_e0 | Choline_ZS | Choline_ZS) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (gam26s_e0 | gam26s_e0 | gam26s) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (glycogen1500_e0 | glycogen1500_e0 | glycogen1500) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (isocapr_e0 | isocapr_e0 | isocapr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (core5_e0 | core5_e0 | core5) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (rhamnogalurII_e0 | rhamnogalurII_e0 | rhamnogalurII) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (s2l2n2m2m_e0 | s2l2n2m2m_e0 | s2l2n2m2m) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_a_degr_e0 | cspg_a_degr_e0 | cspg_a_degr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (sphmyln_bt_e0 | sphmyln_bt_e0 | sphmyln_bt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (chtbs_e0 | chtbs_e0 | chtbs) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (apio_D_e0 | apio_D_e0 | apio_D) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (core8_e0 | core8_e0 | core8) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_c_e0 | cspg_c_e0 | cspg_c) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_7_e0 | hspg_degr_7_e0 | hspg_degr_7) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_1_e0 | hspg_degr_1_e0 | hspg_degr_1) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (idour_e0 | idour_e0 | idour) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lacndfuchx_e0 | lacndfuchx_e0 | lacndfuchx) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lacnnttr_e0 | lacnnttr_e0 | lacnnttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (oligofru4_e0 | oligofru4_e0 | oligofru4) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (2fuclac_e0 | 2fuclac_e0 | 2fuclac) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lmn30_e0 | lmn30_e0 | lmn30) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (isoval_e0 | isoval_e0 | isoval) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (alathr_e0 | alathr_e0 | alathr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_5_e0 | hspg_degr_5_e0 | hspg_degr_5) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lacdfucttr_e0 | lacdfucttr_e0 | lacdfucttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (levantttr_e0 | levantttr_e0 | levantttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (arabinogal_e0 | arabinogal_e0 | arabinogal) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lacnfucpt_e0 | lacnfucpt_e0 | lacnfucpt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mqn11_e0 | mqn11_e0 | mqn11) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (core4_e0 | core4_e0 | core4) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (12ethd_e0 | 12ethd_e0 | 12ethd) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (strch2_e0 | strch2_e0 | strch2) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (metala_e0 | metala_e0 | metala) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (kestopt_e0 | kestopt_e0 | kestopt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (neulacnttr_e0 | neulacnttr_e0 | neulacnttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (2omfuc_e0 | 2omfuc_e0 | 2omfuc) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_ab_rest_e0 | cspg_ab_rest_e0 | cspg_ab_rest) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_6_e0 | hspg_degr_6_e0 | hspg_degr_6) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd01399_e0 is a ModelSEED ID, and may not be desirably changed to cpd01399_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The old metabolite cpd01399_e0 cross-references ({'AraCyc': ['MALTOTETRAOSE'], 'BiGG': ['maltttr'], 'BrachyCyc': ['MALTOTETRAOSE'], 'KEGG': ['C02052', 'G00457'], 'MetaCyc': ['MALTOTETRAOSE']}) do not overlap with those ({'KEGG': ['C00713', 'G00277', 'G00746'], 'MetaCyc': ['CPD-13556']}) of the new metabolite cpd01399_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (f1a_e0 | f1a_e0 | f1a) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (pect_e0 | pect_e0 | pect) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_2_e0 | hspg_degr_2_e0 | hspg_degr_2) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lps_bt_e0 | lps_bt_e0 | lps_bt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (pe_cer1_bt_e0 | pe_cer1_bt_e0 | pe_cer1_bt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (alaglu_e0 | alaglu_e0 | alaglu) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (T_antigen_e0 | T_antigen_e0 | T_antigen) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (m2mn_e0 | m2mn_e0 | m2mn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (unsdigalur_e0 | unsdigalur_e0 | unsdigalur) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (dsT_antigen_e0 | dsT_antigen_e0 | dsT_antigen) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (sTn_antigen_e0 | sTn_antigen_e0 | sTn_antigen) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (arabttr_e0 | arabttr_e0 | arabttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (argarg_e0 | argarg_e0 | argarg) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (plac_e0 | plac_e0 | plac) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_rest_e0 | hspg_rest_e0 | hspg_rest) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_15_e0 | hspg_degr_15_e0 | hspg_degr_15) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (strch1_e0 | strch1_e0 | strch1) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_4_e0 | hspg_degr_4_e0 | hspg_degr_4) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (isobut_e0 | isobut_e0 | isobut) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mantr_e0 | mantr_e0 | mantr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_10_e0 | hspg_degr_10_e0 | hspg_degr_10) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (pecticgal_e0 | pecticgal_e0 | pecticgal) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (gncore1_e0 | gncore1_e0 | gncore1) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_14_e0 | hspg_degr_14_e0 | hspg_degr_14) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_8_e0 | hspg_degr_8_e0 | hspg_degr_8) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (alaasp_e0 | alaasp_e0 | alaasp) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (acgalidour_e0 | acgalidour_e0 | acgalidour) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (glyglu_e0 | glyglu_e0 | glyglu) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (s2l2n2m2mn_e0 | s2l2n2m2mn_e0 | s2l2n2m2mn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (ha_pre1_e0 | ha_pre1_e0 | ha_pre1) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (ha_deg1_e0 | ha_deg1_e0 | ha_deg1) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_13_e0 | hspg_degr_13_e0 | hspg_degr_13) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (leuleu_e0 | leuleu_e0 | leuleu) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (gchola_e0 | gchola_e0 | gchola) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (manttr_e0 | manttr_e0 | manttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (manb_e0 | manb_e0 | manb) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - ERROR - The Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 model has residual non-standard metabolites in its exchange reactions: {'core7_e0', 'phearg_e0', 'indlac_e0', 'cps_bt_e0', 'cspg_b_degr_e0', 'glyasn_e0', 'glypro_e0', 'amannan140_e0', 'cspg_b_e0', 'pullulan1200_e0', 'levan1000_e0', 'levanb_e0', 'phppa_e0', '7ocholate_e0', 'cspg_c_rest_e0', 'mn_e0', 'hspg_degr_12_e0', 'stys_e0', 'n2m2mn_e0', 'core3_e0', '2omxyl_e0', 'homogal_e0', 'Ser_Thr_e0', 'hspg_degr_9_e0', 'fucneulacnhx_e0', 'sT_antigen_e0', 's2l2n2m2masn_e0', 'mqn9_e0', 'leugly_e0', 'acerA_e0', 'hspg_degr_3_e0', 'arabinan101_e0', '3ddlhept_e0', 'Tn_antigen_e0', 'kesto_e0', 'hspg_e0', '3fuclac_e0', 'gncore2_e0', 'acgalidour2s_e0', 'cspg_a_e0', 'l2n2m2mn_e0', 'alagly_e0', 'dt5hsu_e0', 'kestottr_e0', 'mqn10_e0', 'rhamnogalurI_e0', 'manpt_e0', 'glyasp_e0', 'lacnttr_e0', 's2l2fn2m2masn_e0', 'acgalglcur_e0', 'hspg_degr_11_e0', 'lmn2_e0', 'mbenz_e0', 'amylose300_e0', 'starch1200_e0', 'levanttr_e0', 'cspg_c_degr_e0', 'ha_e0', 'galam_e0', 'gam26s_e0', 'glycogen1500_e0', 'isocapr_e0', 'core5_e0', 'rhamnogalurII_e0', 's2l2n2m2m_e0', 'cspg_a_degr_e0', 'sphmyln_bt_e0', 'hspg_degr_7_e0', 'chtbs_e0', 'apio_D_e0', 'core8_e0', 'idour_e0', 'oligofru4_e0', 'cspg_c_e0', 'lacnnttr_e0', 'hspg_degr_1_e0', 'lacndfuchx_e0', '2fuclac_e0', 'lmn30_e0', 'isoval_e0', 'alathr_e0', 'hspg_degr_5_e0', 'lacdfucttr_e0', 'levantttr_e0', 'arabinogal_e0', 'lacnfucpt_e0', 'mqn11_e0', 'core4_e0', '12ethd_e0', 'strch2_e0', 'metala_e0', 'kestopt_e0', 'neulacnttr_e0', '2omfuc_e0', 'cspg_ab_rest_e0', 'hspg_degr_6_e0', 'f1a_e0', 'pect_e0', 'hspg_degr_2_e0', 'lps_bt_e0', 'pe_cer1_bt_e0', 'alaglu_e0', 'T_antigen_e0', 'm2mn_e0', 'unsdigalur_e0', 'dsT_antigen_e0', 'sTn_antigen_e0', 'arabttr_e0', 'argarg_e0', 'plac_e0', 'hspg_rest_e0', 'hspg_degr_15_e0', 'strch1_e0', 'hspg_degr_4_e0', 'isobut_e0', 'mantr_e0', 'hspg_degr_10_e0', 'pecticgal_e0', 'gncore1_e0', 'hspg_degr_14_e0', 'hspg_degr_8_e0', 'alaasp_e0', 'acgalidour_e0', 'glyglu_e0', 's2l2n2m2mn_e0', 'leuleu_e0', 'ha_deg1_e0', 'hspg_degr_13_e0', 'gchola_e0', 'manttr_e0', 'manb_e0', 'ha_pre1_e0'}. Specify a True `printing` parameter to view why these metabolites were not corrected.\n", + "modelseedpy.core.msmodel - ERROR - The [0, 0] bounds are not amenable with a direction string.\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd15411_e0 is a ModelSEED ID, and may not be desirably changed to cpd15411_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (colipap-e_e0 | Core oligosaccharide lipid A diphosphate | Core oligosaccharide lipid A diphosphate) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (metglcur-e_e0 | 1-O-methyl-Beta-D-glucuronate | Omethylbetadglucuronate | 1-O-methyl-Beta-D-glucuronate) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd00609_e0 is a ModelSEED ID, and may not be desirably changed to cpd00609_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd03191_e0 is a ModelSEED ID, and may not be desirably changed to cpd03191_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (sq-e_e0 | Sulphoquinovose | Sulphoquinovose) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - ERROR - The iML1515 model has residual non-standard metabolites in its exchange reactions: {'colipap-e_e0', 'metglcur-e_e0', 'sq-e_e0'}. Specify a True `printing` parameter to view why these metabolites were not corrected.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "3 reactions were substituted and 11 metabolite IDs were redefined in Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23,iML1515 by standardize().\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.core.msmodel - ERROR - The [0, 0] bounds are not amenable with a direction string.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The minimal flux media consists of 26 compounds and a 0.40745920520825313 total influx, with a growth value of 0.1000000000001363\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.core.msmodel - ERROR - The [0, 0] bounds are not amenable with a direction string.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The minimal flux media consists of 31 compounds and a 0.4326798878724514 total influx, with a growth value of 0.09999999999938276\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.core.msmodel - ERROR - The [0, 0] bounds are not amenable with a direction string.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'dictionary_item_added': [root['EX_cpd03725_e0'], root['EX_pullulan1200_e0'], root['EX_glycogen1500_e0'], root['EX_hspg_e0'], root['EX_cpd00885_e0']], 'dictionary_item_removed': [root['EX_phearg_e0'], root['EX_cpd00263_e0'], root['EX_cpd00220_e0'], root['EX_glyasn_e0'], root['EX_cpd00065_e0'], root['EX_cpd00104_e0'], root['EX_cpd00218_e0'], root['EX_cpd10516_e0'], root['EX_cpd00393_e0'], root['EX_pe_cer1_bt_e0'], root['EX_cpd11591_e0'], root['EX_stys_e0'], root['EX_cpd10515_e0'], root['EX_cpd00182_e0'], root['EX_cpd11584_e0'], root['EX_cpd00009_e0'], root['EX_s2l2n2m2m_e0'], root['EX_cpd15836_e0'], root['EX_cpd15551_e0'], root['EX_cpd15500_e0'], root['EX_cpd11580_e0'], root['EX_cpd00305_e0'], root['EX_cpd00311_e0'], root['EX_cpd00654_e0'], root['EX_cpd00007_e0'], root['EX_cpd00367_e0'], root['EX_cpd15606_e0'], root['EX_cpd01017_e0'], root['EX_cpd01391_e0'], root['EX_s2l2n2m2mn_e0']], 'values_changed': {\"root['EX_cpd00971_e0']\": {'new_value': 0.0004668, 'old_value': 0.00046679999999998717}, \"root['EX_argarg_e0']\": {'new_value': 0.1396766124984062, 'old_value': 0.005619400000000002}}}\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.community.mscompatibility - ERROR - The iML1515 model has residual non-standard metabolites in its exchange reactions: {'dhps-e_e0', 'metsox-R-L-e_e0', 'tartr-D-e_e0', 'metsox-S-L-e_e0', 'metglcur-e_e0', 'colipap-e_e0', 'sq-e_e0', '4abzglu-e_e0'}. Specify a True `printing` parameter to view why these metabolites were not corrected.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + "Align exchange reactions in iML1515 \n", + " ======================================\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cpd00098_e0 | Choline_ZS | Choline_ZS) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - ERROR - The Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 model has residual non-standard metabolites in its exchange reactions: {'core7_e0', 'phearg_e0', 'indlac_e0', 'cps_bt_e0', 'cspg_b_degr_e0', 'glyasn_e0', 'glypro_e0', 'amannan140_e0', 'cspg_b_e0', 'pullulan1200_e0', 'levan1000_e0', 'levanb_e0', 'phppa_e0', '7ocholate_e0', 'cspg_c_rest_e0', 'mn_e0', 'hspg_degr_12_e0', 'stys_e0', 'n2m2mn_e0', 'core3_e0', '2omxyl_e0', 'homogal_e0', 'Ser_Thr_e0', 'hspg_degr_9_e0', 'fucneulacnhx_e0', 'sT_antigen_e0', 's2l2n2m2masn_e0', 'mqn9_e0', 'leugly_e0', 'acerA_e0', 'hspg_degr_3_e0', 'arabinan101_e0', '3ddlhept_e0', 'Tn_antigen_e0', 'kesto_e0', 'hspg_e0', '3fuclac_e0', 'gncore2_e0', 'acgalidour2s_e0', 'cspg_a_e0', 'l2n2m2mn_e0', 'alagly_e0', 'dt5hsu_e0', 'kestottr_e0', 'mqn10_e0', 'rhamnogalurI_e0', 'manpt_e0', 'glyasp_e0', 'lacnttr_e0', 's2l2fn2m2masn_e0', 'acgalglcur_e0', 'hspg_degr_11_e0', 'lmn2_e0', 'mbenz_e0', 'amylose300_e0', 'starch1200_e0', 'levanttr_e0', 'cspg_c_degr_e0', 'ha_e0', 'galam_e0', 'gam26s_e0', 'glycogen1500_e0', 'isocapr_e0', 'core5_e0', 'core2_e0', 'rhamnogalurII_e0', 's2l2n2m2m_e0', 'cspg_a_degr_e0', 'sphmyln_bt_e0', 'hspg_degr_7_e0', 'chtbs_e0', 'apio_D_e0', 'core8_e0', 'idour_e0', 'oligofru4_e0', 'cspg_c_e0', 'lacnnttr_e0', 'hspg_degr_1_e0', 'lacndfuchx_e0', '2fuclac_e0', 'lmn30_e0', 'isoval_e0', 'alathr_e0', 'hspg_degr_5_e0', 'lacdfucttr_e0', 'levantttr_e0', 'arabinogal_e0', 'lacnfucpt_e0', 'mqn11_e0', 'core4_e0', '12ethd_e0', 'strch2_e0', 'metala_e0', 'kestopt_e0', 'neulacnttr_e0', '2omfuc_e0', 'cspg_ab_rest_e0', 'hspg_degr_6_e0', 'core6_e0', 'f1a_e0', 'pect_e0', 'hspg_degr_2_e0', 'lps_bt_e0', 'pe_cer1_bt_e0', 'alaglu_e0', 'T_antigen_e0', 'm2mn_e0', 'unsdigalur_e0', 'dsT_antigen_e0', 'sTn_antigen_e0', 'arabttr_e0', 'argarg_e0', 'plac_e0', 'hspg_rest_e0', 'hspg_degr_15_e0', 'strch1_e0', 'hspg_degr_4_e0', 'isobut_e0', 'mantr_e0', 'hspg_degr_10_e0', 'pecticgal_e0', 'gncore1_e0', 'hspg_degr_14_e0', 'hspg_degr_8_e0', 'alaasp_e0', 'acgalidour_e0', 'glyglu_e0', 's2l2n2m2mn_e0', 'leuleu_e0', 'ha_deg1_e0', 'hspg_degr_13_e0', 'gchola_e0', 'manttr_e0', 'manb_e0', 'ha_pre1_e0'}. Specify a True `printing` parameter to view why these metabolites were not corrected.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + "Align exchange reactions in Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 \n", + " ==============================================================================\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.core.msmodel - ERROR - The [0, 0] bounds are not amenable with a direction string.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "0 exchange reactions were substituted and 0 exchange metabolite IDs were redefined by align_exchanges().\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.core.msmodel - ERROR - The [0, 0] bounds are not amenable with a direction string.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[, ]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd15411_e0 is a ModelSEED ID, and may not be desirably changed to cpd15411_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (colipap-e_e0 | Core oligosaccharide lipid A diphosphate | Core oligosaccharide lipid A diphosphate) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (metglcur-e_e0 | 1-O-methyl-Beta-D-glucuronate | Omethylbetadglucuronate | 1-O-methyl-Beta-D-glucuronate) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd00609_e0 is a ModelSEED ID, and may not be desirably changed to cpd00609_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd03191_e0 is a ModelSEED ID, and may not be desirably changed to cpd03191_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (sq-e_e0 | Sulphoquinovose | Sulphoquinovose) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - ERROR - The iML1515 model has residual non-standard metabolites in its exchange reactions: {'colipap-e_e0', 'metglcur-e_e0', 'sq-e_e0'}. Specify a True `printing` parameter to view why these metabolites were not corrected.\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (core7_e0 | core7_e0 | core7) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (phearg_e0 | phearg_e0 | phearg) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (indlac_e0 | indlac_e0 | indlac) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cps_bt_e0 | cps_bt_e0 | cps_bt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_b_degr_e0 | cspg_b_degr_e0 | cspg_b_degr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (glyasn_e0 | glyasn_e0 | glyasn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (glypro_e0 | glypro_e0 | glypro) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd15494_e0 is a ModelSEED ID, and may not be desirably changed to cpd15494_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (amannan140_e0 | amannan140_e0 | amannan140) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_b_e0 | cspg_b_e0 | cspg_b) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (pullulan1200_e0 | pullulan1200_e0 | pullulan1200) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (levan1000_e0 | levan1000_e0 | levan1000) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (levanb_e0 | levanb_e0 | levanb) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (phppa_e0 | phppa_e0 | phppa) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (7ocholate_e0 | 7ocholate_e0 | 7ocholate) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_c_rest_e0 | cspg_c_rest_e0 | cspg_c_rest) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mn_e0 | mn_e0 | mn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_12_e0 | hspg_degr_12_e0 | hspg_degr_12) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (n2m2mn_e0 | n2m2mn_e0 | n2m2mn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (stys_e0 | stys_e0 | stys) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (core3_e0 | core3_e0 | core3) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (2omxyl_e0 | 2omxyl_e0 | 2omxyl) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (homogal_e0 | homogal_e0 | homogal) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (Ser_Thr_e0 | Ser_Thr_e0 | Ser_Thr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_9_e0 | hspg_degr_9_e0 | hspg_degr_9) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (fucneulacnhx_e0 | fucneulacnhx_e0 | fucneulacnhx) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (sT_antigen_e0 | sT_antigen_e0 | sT_antigen) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (s2l2n2m2masn_e0 | s2l2n2m2masn_e0 | s2l2n2m2masn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mqn9_e0 | mqn9_e0 | mqn9) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (leugly_e0 | leugly_e0 | leugly) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (acerA_e0 | acerA_e0 | acerA) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_3_e0 | hspg_degr_3_e0 | hspg_degr_3) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (arabinan101_e0 | arabinan101_e0 | arabinan101) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (3ddlhept_e0 | 3ddlhept_e0 | 3ddlhept) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (Tn_antigen_e0 | Tn_antigen_e0 | Tn_antigen) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (kesto_e0 | kesto_e0 | kesto) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_e0 | hspg_e0 | hspg) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (3fuclac_e0 | 3fuclac_e0 | 3fuclac) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (gncore2_e0 | gncore2_e0 | gncore2) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (acgalidour2s_e0 | acgalidour2s_e0 | acgalidour2s) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_a_e0 | cspg_a_e0 | cspg_a) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (l2n2m2mn_e0 | l2n2m2mn_e0 | l2n2m2mn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (alagly_e0 | alagly_e0 | alagly) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (dt5hsu_e0 | dt5hsu_e0 | dt5hsu) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (kestottr_e0 | kestottr_e0 | kestottr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mqn10_e0 | mqn10_e0 | mqn10) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (rhamnogalurI_e0 | rhamnogalurI_e0 | rhamnogalurI) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (manpt_e0 | manpt_e0 | manpt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (glyasp_e0 | glyasp_e0 | glyasp) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lacnttr_e0 | lacnttr_e0 | lacnttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (s2l2fn2m2masn_e0 | s2l2fn2m2masn_e0 | s2l2fn2m2masn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (acgalglcur_e0 | acgalglcur_e0 | acgalglcur) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_11_e0 | hspg_degr_11_e0 | hspg_degr_11) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lmn2_e0 | lmn2_e0 | lmn2) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mbenz_e0 | mbenz_e0 | mbenz) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (amylose300_e0 | amylose300_e0 | amylose300) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (starch1200_e0 | starch1200_e0 | starch1200) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (levanttr_e0 | levanttr_e0 | levanttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_c_degr_e0 | cspg_c_degr_e0 | cspg_c_degr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (ha_e0 | ha_e0 | ha) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (galam_e0 | galam_e0 | galam) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cpd00098_e0 | Choline_ZS | Choline_ZS) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (gam26s_e0 | gam26s_e0 | gam26s) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (glycogen1500_e0 | glycogen1500_e0 | glycogen1500) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (isocapr_e0 | isocapr_e0 | isocapr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (core5_e0 | core5_e0 | core5) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (rhamnogalurII_e0 | rhamnogalurII_e0 | rhamnogalurII) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (s2l2n2m2m_e0 | s2l2n2m2m_e0 | s2l2n2m2m) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_a_degr_e0 | cspg_a_degr_e0 | cspg_a_degr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (sphmyln_bt_e0 | sphmyln_bt_e0 | sphmyln_bt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (chtbs_e0 | chtbs_e0 | chtbs) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (apio_D_e0 | apio_D_e0 | apio_D) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (core8_e0 | core8_e0 | core8) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_c_e0 | cspg_c_e0 | cspg_c) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_7_e0 | hspg_degr_7_e0 | hspg_degr_7) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_1_e0 | hspg_degr_1_e0 | hspg_degr_1) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (idour_e0 | idour_e0 | idour) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lacndfuchx_e0 | lacndfuchx_e0 | lacndfuchx) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lacnnttr_e0 | lacnnttr_e0 | lacnnttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (oligofru4_e0 | oligofru4_e0 | oligofru4) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (2fuclac_e0 | 2fuclac_e0 | 2fuclac) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lmn30_e0 | lmn30_e0 | lmn30) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (isoval_e0 | isoval_e0 | isoval) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (alathr_e0 | alathr_e0 | alathr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_5_e0 | hspg_degr_5_e0 | hspg_degr_5) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lacdfucttr_e0 | lacdfucttr_e0 | lacdfucttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (levantttr_e0 | levantttr_e0 | levantttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (arabinogal_e0 | arabinogal_e0 | arabinogal) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lacnfucpt_e0 | lacnfucpt_e0 | lacnfucpt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mqn11_e0 | mqn11_e0 | mqn11) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (core4_e0 | core4_e0 | core4) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (12ethd_e0 | 12ethd_e0 | 12ethd) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (strch2_e0 | strch2_e0 | strch2) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (metala_e0 | metala_e0 | metala) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (kestopt_e0 | kestopt_e0 | kestopt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (neulacnttr_e0 | neulacnttr_e0 | neulacnttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (2omfuc_e0 | 2omfuc_e0 | 2omfuc) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (cspg_ab_rest_e0 | cspg_ab_rest_e0 | cspg_ab_rest) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_6_e0 | hspg_degr_6_e0 | hspg_degr_6) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd01399_e0 is a ModelSEED ID, and may not be desirably changed to cpd01399_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The old metabolite cpd01399_e0 cross-references ({'AraCyc': ['MALTOTETRAOSE'], 'BiGG': ['maltttr'], 'BrachyCyc': ['MALTOTETRAOSE'], 'KEGG': ['C02052', 'G00457'], 'MetaCyc': ['MALTOTETRAOSE']}) do not overlap with those ({'KEGG': ['C00713', 'G00277', 'G00746'], 'MetaCyc': ['CPD-13556']}) of the new metabolite cpd01399_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (f1a_e0 | f1a_e0 | f1a) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (pect_e0 | pect_e0 | pect) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_2_e0 | hspg_degr_2_e0 | hspg_degr_2) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (lps_bt_e0 | lps_bt_e0 | lps_bt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (pe_cer1_bt_e0 | pe_cer1_bt_e0 | pe_cer1_bt) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (alaglu_e0 | alaglu_e0 | alaglu) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (T_antigen_e0 | T_antigen_e0 | T_antigen) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (m2mn_e0 | m2mn_e0 | m2mn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (unsdigalur_e0 | unsdigalur_e0 | unsdigalur) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (dsT_antigen_e0 | dsT_antigen_e0 | dsT_antigen) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (sTn_antigen_e0 | sTn_antigen_e0 | sTn_antigen) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (arabttr_e0 | arabttr_e0 | arabttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (argarg_e0 | argarg_e0 | argarg) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (plac_e0 | plac_e0 | plac) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_rest_e0 | hspg_rest_e0 | hspg_rest) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_15_e0 | hspg_degr_15_e0 | hspg_degr_15) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (strch1_e0 | strch1_e0 | strch1) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_4_e0 | hspg_degr_4_e0 | hspg_degr_4) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (isobut_e0 | isobut_e0 | isobut) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (mantr_e0 | mantr_e0 | mantr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_10_e0 | hspg_degr_10_e0 | hspg_degr_10) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (pecticgal_e0 | pecticgal_e0 | pecticgal) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (gncore1_e0 | gncore1_e0 | gncore1) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_14_e0 | hspg_degr_14_e0 | hspg_degr_14) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_8_e0 | hspg_degr_8_e0 | hspg_degr_8) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (alaasp_e0 | alaasp_e0 | alaasp) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (acgalidour_e0 | acgalidour_e0 | acgalidour) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (glyglu_e0 | glyglu_e0 | glyglu) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (s2l2n2m2mn_e0 | s2l2n2m2mn_e0 | s2l2n2m2mn) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (ha_pre1_e0 | ha_pre1_e0 | ha_pre1) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (ha_deg1_e0 | ha_deg1_e0 | ha_deg1) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (hspg_degr_13_e0 | hspg_degr_13_e0 | hspg_degr_13) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (leuleu_e0 | leuleu_e0 | leuleu) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (gchola_e0 | gchola_e0 | gchola) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (manttr_e0 | manttr_e0 | manttr) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (manb_e0 | manb_e0 | manb) is not recognized by the ModelSEED Database\n", + "modelseedpy.community.mscompatibility - ERROR - The Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 model has residual non-standard metabolites in its exchange reactions: {'core7_e0', 'phearg_e0', 'indlac_e0', 'cps_bt_e0', 'cspg_b_degr_e0', 'glyasn_e0', 'glypro_e0', 'amannan140_e0', 'cspg_b_e0', 'pullulan1200_e0', 'levan1000_e0', 'levanb_e0', 'phppa_e0', '7ocholate_e0', 'cspg_c_rest_e0', 'mn_e0', 'hspg_degr_12_e0', 'stys_e0', 'n2m2mn_e0', 'core3_e0', '2omxyl_e0', 'homogal_e0', 'Ser_Thr_e0', 'hspg_degr_9_e0', 'fucneulacnhx_e0', 'sT_antigen_e0', 's2l2n2m2masn_e0', 'mqn9_e0', 'leugly_e0', 'acerA_e0', 'hspg_degr_3_e0', 'arabinan101_e0', '3ddlhept_e0', 'Tn_antigen_e0', 'kesto_e0', 'hspg_e0', '3fuclac_e0', 'gncore2_e0', 'acgalidour2s_e0', 'cspg_a_e0', 'l2n2m2mn_e0', 'alagly_e0', 'dt5hsu_e0', 'kestottr_e0', 'mqn10_e0', 'rhamnogalurI_e0', 'manpt_e0', 'glyasp_e0', 'lacnttr_e0', 's2l2fn2m2masn_e0', 'acgalglcur_e0', 'hspg_degr_11_e0', 'lmn2_e0', 'mbenz_e0', 'amylose300_e0', 'starch1200_e0', 'levanttr_e0', 'cspg_c_degr_e0', 'ha_e0', 'galam_e0', 'gam26s_e0', 'glycogen1500_e0', 'isocapr_e0', 'core5_e0', 'rhamnogalurII_e0', 's2l2n2m2m_e0', 'cspg_a_degr_e0', 'sphmyln_bt_e0', 'hspg_degr_7_e0', 'chtbs_e0', 'apio_D_e0', 'core8_e0', 'idour_e0', 'oligofru4_e0', 'cspg_c_e0', 'lacnnttr_e0', 'hspg_degr_1_e0', 'lacndfuchx_e0', '2fuclac_e0', 'lmn30_e0', 'isoval_e0', 'alathr_e0', 'hspg_degr_5_e0', 'lacdfucttr_e0', 'levantttr_e0', 'arabinogal_e0', 'lacnfucpt_e0', 'mqn11_e0', 'core4_e0', '12ethd_e0', 'strch2_e0', 'metala_e0', 'kestopt_e0', 'neulacnttr_e0', '2omfuc_e0', 'cspg_ab_rest_e0', 'hspg_degr_6_e0', 'f1a_e0', 'pect_e0', 'hspg_degr_2_e0', 'lps_bt_e0', 'pe_cer1_bt_e0', 'alaglu_e0', 'T_antigen_e0', 'm2mn_e0', 'unsdigalur_e0', 'dsT_antigen_e0', 'sTn_antigen_e0', 'arabttr_e0', 'argarg_e0', 'plac_e0', 'hspg_rest_e0', 'hspg_degr_15_e0', 'strch1_e0', 'hspg_degr_4_e0', 'isobut_e0', 'mantr_e0', 'hspg_degr_10_e0', 'pecticgal_e0', 'gncore1_e0', 'hspg_degr_14_e0', 'hspg_degr_8_e0', 'alaasp_e0', 'acgalidour_e0', 'glyglu_e0', 's2l2n2m2mn_e0', 'leuleu_e0', 'ha_deg1_e0', 'hspg_degr_13_e0', 'gchola_e0', 'manttr_e0', 'manb_e0', 'ha_pre1_e0'}. Specify a True `printing` parameter to view why these metabolites were not corrected.\n", + "modelseedpy.core.msmodel - ERROR - The [0, 0] bounds are not amenable with a direction string.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "3 reactions were substituted and 11 metabolite IDs were redefined in iML1515,Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 by standardize().\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.core.msmodel - ERROR - The [0, 0] bounds are not amenable with a direction string.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The minimal flux media consists of 31 compounds and a 0.4326798878724514 total influx, with a growth value of 0.09999999999938276\n", + "The minimal flux media consists of 26 compounds and a 0.40745920520825313 total influx, with a growth value of 0.1000000000001363\n", + "{'dictionary_item_added': [root['EX_cpd03725_e0'], root['EX_hspg_e0'], root['EX_glycogen1500_e0'], root['EX_cpd00885_e0']], 'dictionary_item_removed': [root['EX_cpd00263_e0'], root['EX_cpd00220_e0'], root['EX_cpd00393_e0'], root['EX_glyasn_e0'], root['EX_pe_cer1_bt_e0'], root['EX_cpd15500_e0'], root['EX_cpd00311_e0'], root['EX_cpd00007_e0'], root['EX_s2l2n2m2mn_e0'], root['EX_cpd00305_e0'], root['EX_cpd01017_e0'], root['EX_cpd00218_e0'], root['EX_cpd00367_e0'], root['EX_cpd00065_e0'], root['EX_cpd15551_e0'], root['EX_cpd00104_e0'], root['EX_cpd15606_e0'], root['EX_stys_e0'], root['EX_cpd10515_e0'], root['EX_cpd00182_e0'], root['EX_cpd11584_e0'], root['EX_cpd11591_e0'], root['EX_cpd00654_e0'], root['EX_cpd00009_e0'], root['EX_cpd10516_e0'], root['EX_phearg_e0'], root['EX_s2l2n2m2m_e0'], root['EX_cpd15836_e0'], root['EX_cpd11580_e0'], root['EX_cpd01391_e0']], 'values_changed': {\"root['EX_cpd00971_e0']\": {'new_value': 0.0004668000000000654, 'old_value': 0.00046679999999998717}, \"root['EX_argarg_e0']\": {'new_value': 0.1396766124984108, 'old_value': 0.005619400000000002}}}\n" + ] + }, + { + "data": { + "text/html": [ + "
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model1model2mro_model1mro_model2mipmodel1_biomass yieldmodel2_biomass yieldcomm_biomass_yield
0Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23iML15150.34615 (9/26)0.29032 (9/31)3086.91587175.54474386.915871
1iML1515Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.230.29032 (9/31)0.34615 (9/26)3075.54474386.91587186.915871
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" + ], + "text/plain": [ + " model1 \\\n", + "0 Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 \n", + "1 iML1515 \n", + "\n", + " model2 mro_model1 \\\n", + "0 iML1515 0.34615 (9/26) \n", + "1 Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 0.29032 (9/31) \n", + "\n", + " mro_model2 mip model1_biomass yield model2_biomass yield \\\n", + "0 0.29032 (9/31) 30 86.915871 75.544743 \n", + "1 0.34615 (9/26) 30 75.544743 86.915871 \n", + "\n", + " comm_biomass_yield \n", + "0 86.915871 \n", + "1 86.915871 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# from modelseedpy import MSSmetana\n", + "%run ../modelseedpy/community/mssmetana.py\n", + "\n", + "df, mets = MSSmetana.kbase_output([model1, model2])\n", + "display(df)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "nonprofit-macro", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import plotly.express as px\n", + "import plotly.io as pio\n", + "pio.renderers.default = \"iframe\"\n", + "fig = px.imshow(df.to_numpy())\n", + "fig.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "accurate-filename", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
 model1model2mro_model1mro_model2mipmodel1_biomass yieldmodel2_biomass yieldcomm_biomass_yield
0Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23iML15150.34615 (9/26)0.26471 (9/34)3086.91587175.50242786.915871
1iML1515Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.230.26471 (9/34)0.34615 (9/26)3275.50242786.91587186.915871
\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df.style.background_gradient()" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "mysterious-speed", + "metadata": {}, + "outputs": [], + "source": [ + "%run ../modelseedpy/core/report.py\n", + "\n", + "smetana_output = smetana_report(df, mets)\n", + "\n", + "with open(\"test_smetana_report.html\", \"w\") as out:\n", + " out.writelines(smetana_output)" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "id": "royal-ranch", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(1, 2)\n", + "(1, 3)\n", + "(2, 1)\n", + "(2, 3)\n", + "(3, 1)\n", + "(3, 2)\n" + ] + } + ], + "source": [ + "from itertools import permutations\n", + "\n", + "for x in permutations([1,2,3], 2):\n", + " print(x)" + ] + }, + { + "cell_type": "markdown", + "id": "287237a5-1576-4c60-a92b-044f9d561e4e", + "metadata": {}, + "source": [ + "# Developthe SMETANA report of ~730 desired pair-wise members" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "eda79c0a-42f7-4aa1-8821-4a924f271b65", + "metadata": {}, + "outputs": [], + "source": [ + "from pandas import read_csv\n", + "from numpy import load\n", + "\n", + "df = read_csv(\"./Community Modeling/smetana/SMETANA_report.csv\").drop([\"Unnamed: 0\", \"comm_biomass yield\"], axis=1)\n", + "mets = load(\"./Community Modeling/smetana/SMETANA_report_mets.npy\", allow_pickle=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "614280dd-627c-422c-95b5-dea552b92526", + "metadata": {}, + "outputs": [], + "source": [ + "%run ../modelseedpy/core/report.py\n", + "\n", + "html_report = smetana_report(df, mets)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "3d46ca0f-11a8-430a-ab7b-d392110a6573", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Temp\\ipykernel_48476\\1165428166.py:1: UserWarning:\n", + "\n", + "Boolean Series key will be reindexed to match DataFrame index.\n", + "\n" + ] + }, + { + "data": { + "text/html": [ + "
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Unnamed: 0model1model2mro_model1mro_model2mipmodel1_biomass yieldmodel2_biomass yieldcomm_biomass yield
375375GCF_001422645.1.RAST.fbamodelGCF_001422455.1.RAST.fbamodel0.75676 (28/37)0.66667 (28/42)1289.65043356.509011100.0
491491GCF_001422645.1.RAST.fbamodelGCF_001422455.1.RAST.fbamodel0.75676 (28/37)0.66667 (28/42)1189.65043356.509011100.0
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" + ], + "text/plain": [ + " Unnamed: 0 model1 model2 \\\n", + "375 375 GCF_001422645.1.RAST.fbamodel GCF_001422455.1.RAST.fbamodel \n", + "491 491 GCF_001422645.1.RAST.fbamodel GCF_001422455.1.RAST.fbamodel \n", + "\n", + " mro_model1 mro_model2 mip model1_biomass yield \\\n", + "375 0.75676 (28/37) 0.66667 (28/42) 12 89.650433 \n", + "491 0.75676 (28/37) 0.66667 (28/42) 11 89.650433 \n", + "\n", + " model2_biomass yield comm_biomass yield \n", + "375 56.509011 100.0 \n", + "491 56.509011 100.0 " + ] + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df[df[\"model1\"] == 'GCF_001422645.1.RAST.fbamodel'][df[\"model2\"] == 'GCF_001422455.1.RAST.fbamodel']" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c9bf6ca9-e55a-4a2d-93a1-23f633b8fffe", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Index.ipynb b/examples/Index.ipynb index c4efd5e0..dc5f58c9 100644 --- a/examples/Index.ipynb +++ b/examples/Index.ipynb @@ -1,73 +1,60 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "\n", - "![ModelSEEDpy](images/ms-logo-horizontal.png)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# ModelSEEDpy Documentation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "This folder contains example notebooks to run modelseedpy" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Topics" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* [Model Reconstruction](Model Reconstruction/Index.ipynb): Build SEED Models\n", - "* [Flux Analysis](Flux Analysis/Index.ipynb): Run Flux Analysis Methods\n", - "* [Community Modeling](Community Modeling/Index.ipynb): Community Modeling Notebooks\n", - "* [Escher Visualization](Escher/Index.ipynb): Visualization of Pathway Maps with Escher\n", - "* [KBase](KBase/Index.ipynb): KBase Interaction Notebooks\n", - "* [Others](Others/Index.ipynb): Unsorted examples" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# ModelSEEDpy Documentation" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This folder contains example notebooks to run modelseedpy" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Topics" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "tags": [] + }, + "source": [ + "* [Model Reconstruction](Model Reconstruction/Index.ipynb): Build SEED Models\n", + "* [Flux Analysis](Flux Analysis/Index.ipynb): Run Flux Analysis Methods\n", + "* [Community Modeling](Community Modeling/Index.ipynb): Community Modeling Notebooks\n", + "* [Escher Visualization](Escher/Index.ipynb): Visualization of Pathway Maps with Escher\n", + "* [KBase](KBase/Index.ipynb): KBase Interaction Notebooks\n", + "* [Others](Others/Index.ipynb): Unsorted examples" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/KBase/FBAModel.ipynb b/examples/KBase/FBAModel.ipynb index 73981a8c..98ca603f 100644 --- a/examples/KBase/FBAModel.ipynb +++ b/examples/KBase/FBAModel.ipynb @@ -1,949 +1,957 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 2, - "id": "02526cac-f111-4a81-bf5f-2aed7c9f9141", - "metadata": {}, - "outputs": [], - "source": [ - "import cobra\n", - "import logging\n", - "import cobrakbase\n", - "logger = logging.getLogger(__name__)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "ef0f9fa8-e95d-45ea-b761-9d17b0f2fdfc", - "metadata": {}, - "outputs": [], - "source": [ - "kbase = cobrakbase.KBaseAPI()" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "66577827-8002-4f6b-a87d-fe20098671d1", - "metadata": {}, - "outputs": [], - "source": [ - "ws = \"filipeliu:narrative_1561151919387\"\n", - "cobra_model = kbase.get_from_ws('GCF_000005845.2.gf.mdl', ws)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "856ca0c3-6a83-4f12-9913-98e5204dae66", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
NameGCF_000005845.2.mdl
Memory address0x07f5c1b91be20
Number of metabolites1287
Number of reactions1566
Number of groups0
Objective expression1.0*bio1 - 1.0*bio1_reverse_b18f7
Compartmentsc0, e0
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "cobra_model" - ] - }, - { - "cell_type": "markdown", - "id": "aff4c729-977f-4f76-beb7-7b5079526bbe", - "metadata": {}, - "source": [ - "### Run default FBA with solution of 298.498 (complete media)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "910c5087-5cda-4fe8-b697-5349dfcb128d", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 bio1 = 298.49841109986005

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00007_e0EX_cpd00007_e0973.900.00%
cpd00023_e0EX_cpd00023_e0716.457.07%
cpd00024_e0EX_cpd00024_e0100059.87%
cpd00030_e0EX_cpd00030_e00.924300.00%
cpd00034_e0EX_cpd00034_e00.924300.00%
cpd00039_e0EX_cpd00039_e085.261.01%
cpd00041_e0EX_cpd00041_e047.1440.37%
cpd00048_e0EX_cpd00048_e00.924300.00%
cpd00051_e0EX_cpd00051_e073.6460.87%
cpd00054_e0EX_cpd00054_e09630.57%
cpd00058_e0EX_cpd00058_e00.924300.00%
cpd00063_e0EX_cpd00063_e00.924300.00%
cpd00065_e0EX_cpd00065_e014.09110.31%
cpd00066_e0EX_cpd00066_e046.1290.82%
cpd00069_e0EX_cpd00069_e036.0290.64%
cpd00079_e0EX_cpd00079_e050065.92%
cpd00080_e0EX_cpd00080_e0100035.92%
cpd00099_e0EX_cpd00099_e00.924300.00%
cpd00106_e0EX_cpd00106_e0992.547.84%
cpd00107_e0EX_cpd00107_e0137.561.63%
cpd00118_e0EX_cpd00118_e00.924340.01%
cpd00119_e0EX_cpd00119_e023.6660.28%
cpd00130_e0EX_cpd00130_e080.2240.63%
cpd00149_e0EX_cpd00149_e00.924300.00%
cpd00156_e0EX_cpd00156_e0105.151.04%
cpd00161_e0EX_cpd00161_e0402.243.17%
cpd00182_e0EX_cpd00182_e043.14100.85%
cpd00184_e0EX_cpd00184_e04.706100.09%
cpd00205_e0EX_cpd00205_e00.924300.00%
cpd00254_e0EX_cpd00254_e00.924300.00%
cpd00264_e0EX_cpd00264_e00.924370.01%
cpd00268_e0EX_cpd00268_e012.7500.00%
cpd00276_e0EX_cpd00276_e01000611.84%
cpd00277_e0EX_cpd00277_e010001019.74%
cpd00305_e0EX_cpd00305_e00.9243120.02%
cpd00311_e0EX_cpd00311_e049.9100.98%
cpd00322_e0EX_cpd00322_e072.1860.85%
cpd00355_e0EX_cpd00355_e01.849110.04%
cpd00367_e0EX_cpd00367_e0178.493.17%
cpd00644_e0EX_cpd00644_e01.84990.03%
cpd00794_e0EX_cpd00794_e0483.81211.46%
cpd01080_e0EX_cpd01080_e025.43180.90%
cpd03847_e0EX_cpd03847_e044.79141.24%
cpd10516_e0EX_cpd10516_e03.69700.00%
cpd11590_e0EX_cpd11590_e039.0780.62%
cpd15500_e0EX_cpd15500_e01.849510.19%
cpd17041_c0rxn13782_c0298.500.00%
cpd17042_c0rxn13783_c0298.500.00%
cpd17043_c0rxn13784_c0298.500.00%

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00009_e0EX_cpd00009_e0-100000.00%
cpd00011_e0EX_cpd00011_e0-100012.57%
cpd00012_e0EX_cpd00012_e0-129.700.00%
cpd00033_e0EX_cpd00033_e0-16820.86%
cpd00047_e0EX_cpd00047_e0-100012.57%
cpd00067_e0EX_cpd00067_e0-100000.00%
cpd00092_e0EX_cpd00092_e0-121.341.25%
cpd00100_e0EX_cpd00100_e0-467.533.60%
cpd00108_e0EX_cpd00108_e0-754.3611.63%
cpd00117_e0EX_cpd00117_e0-562.534.34%
cpd00122_e0EX_cpd00122_e0-1000820.56%
cpd00129_e0EX_cpd00129_e0-495.456.36%
cpd00137_e0EX_cpd00137_e0-1000615.42%
cpd00139_e0EX_cpd00139_e0-2.77320.01%
cpd00211_e0EX_cpd00211_e0-40.4340.42%
cpd00222_e0EX_cpd00222_e0-1000615.42%
cpd00226_e0EX_cpd00226_e0-1000512.85%
cpd00396_e0EX_cpd00396_e0-74.0961.14%
cpd01015_e0EX_cpd01015_e0-297.710.76%
cpd15499_e0EX_cpd15499_e0-1.849510.24%
cpd11416_c0SK_cpd11416_c0-298.500.00%
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "cobra_model.summary()" - ] - }, - { - "cell_type": "markdown", - "id": "48fc318f-9b59-489c-ba0d-a36351b47f93", - "metadata": {}, - "source": [ - "### Get media object from KBase \n", - "cobrakbase.core.kbasebiochem.media.Media" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "9682f2b4-9a5d-4c5d-9d2f-9d12420da0dd", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n" - ] - } - ], - "source": [ - "media = kbase.get_from_ws('Carbon-D-Glucose', ws)\n", - "print(type(media))" - ] - }, - { - "cell_type": "markdown", - "id": "01dc27a9-b76e-4564-9806-bf74aa8472f4", - "metadata": {}, - "source": [ - "### Run FBA with Carbon-D-Glucose media\n", - "`FBAModel.medium` = **dict or Media**\n", - "\n", - "- `FBAModel.medium` inherits default cobra medium setter but also accepts `cobrakbase.core.kbasebiochem.media.Media`" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "f6c0084a-4fda-4f36-ae48-313899042a15", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 bio1 = 0.6971420881250999

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00009_e0EX_cpd00009_e00.566100.00%
cpd00013_e0EX_cpd00013_e05.97500.00%
cpd00027_e0EX_cpd00027_e056100.00%
cpd00030_e0EX_cpd00030_e00.00215900.00%
cpd00034_e0EX_cpd00034_e00.00215900.00%
cpd00048_e0EX_cpd00048_e00.155100.00%
cpd00058_e0EX_cpd00058_e00.00215900.00%
cpd00063_e0EX_cpd00063_e00.00215900.00%
cpd00099_e0EX_cpd00099_e00.00215900.00%
cpd00149_e0EX_cpd00149_e00.00215900.00%
cpd00205_e0EX_cpd00205_e00.00215900.00%
cpd00254_e0EX_cpd00254_e00.00215900.00%
cpd10516_e0EX_cpd10516_e00.00863500.00%
cpd17041_c0rxn13782_c00.697100.00%
cpd17042_c0rxn13783_c00.697100.00%
cpd17043_c0rxn13784_c00.697100.00%

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0-17.7500.00%
cpd00007_e0EX_cpd00007_e0-0.021600.00%
cpd00011_e0EX_cpd00011_e0-2.538199.41%
cpd00067_e0EX_cpd00067_e0-4.86500.00%
cpd15378_e0EX_cpd15378_e0-0.00215970.59%
cpd11416_c0SK_cpd11416_c0-0.697100.00%
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "cobra_model.medium = media\n", - "cobra_model.summary()" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "d5b69daa-d168-45b9-a4a0-12c787dc8464", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'cpd00149_e0': (-100, 100),\n", - " 'cpd00099_e0': (-100, 100),\n", - " 'cpd00067_e0': (-100, 100),\n", - " 'cpd00063_e0': (-100, 100),\n", - " 'cpd00058_e0': (-100, 100),\n", - " 'cpd00048_e0': (-100, 100),\n", - " 'cpd00034_e0': (-100, 100),\n", - " 'cpd00030_e0': (-100, 100),\n", - " 'cpd00013_e0': (-100, 100),\n", - " 'cpd00009_e0': (-100, 100),\n", - " 'cpd00001_e0': (-100, 100),\n", - " 'cpd00007_e0': (-10, 100),\n", - " 'cpd00205_e0': (-100, 100),\n", - " 'cpd00254_e0': (-100, 100),\n", - " 'cpd00971_e0': (-100, 100),\n", - " 'cpd10515_e0': (-100, 100),\n", - " 'cpd10516_e0': (-100, 100),\n", - " 'cpd11574_e0': (-100, 100),\n", - " 'cpd00244_e0': (-100, 100),\n", - " 'cpd00027_e0': (-5, 100)}" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "media.get_media_constraints()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "567aa5c0-280d-434e-8de0-9a7b07b16f93", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{ + "cells": [ + { + "cell_type": "markdown", + "id": "3f4aa8cb-ae93-4ecb-8a7c-8a1d6ce7ce17", + "metadata": {}, + "source": [ + "# KBase COBRA Model " + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "02526cac-f111-4a81-bf5f-2aed7c9f9141", + "metadata": {}, + "outputs": [], + "source": [ + "import cobra\n", + "import logging\n", + "import cobrakbase\n", + "logger = logging.getLogger(__name__)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "ef0f9fa8-e95d-45ea-b761-9d17b0f2fdfc", + "metadata": {}, + "outputs": [], + "source": [ + "kbase = cobrakbase.KBaseAPI()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "66577827-8002-4f6b-a87d-fe20098671d1", + "metadata": {}, + "outputs": [], + "source": [ + "ws = \"filipeliu:narrative_1561151919387\"\n", + "cobra_model = kbase.get_from_ws('GCF_000005845.2.gf.mdl', ws)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "856ca0c3-6a83-4f12-9913-98e5204dae66", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
NameGCF_000005845.2.mdl
Memory address0x07f5c1b91be20
Number of metabolites1287
Number of reactions1566
Number of groups0
Objective expression1.0*bio1 - 1.0*bio1_reverse_b18f7
Compartmentsc0, e0
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cobra_model" + ] + }, + { + "cell_type": "markdown", + "id": "aff4c729-977f-4f76-beb7-7b5079526bbe", + "metadata": {}, + "source": [ + "### Run default FBA with solution of 298.498 (complete media)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "910c5087-5cda-4fe8-b697-5349dfcb128d", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 298.49841109986005

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd00007_e0EX_cpd00007_e0973.900.00%
cpd00023_e0EX_cpd00023_e0716.457.07%
cpd00024_e0EX_cpd00024_e0100059.87%
cpd00030_e0EX_cpd00030_e00.924300.00%
cpd00034_e0EX_cpd00034_e00.924300.00%
cpd00039_e0EX_cpd00039_e085.261.01%
cpd00041_e0EX_cpd00041_e047.1440.37%
cpd00048_e0EX_cpd00048_e00.924300.00%
cpd00051_e0EX_cpd00051_e073.6460.87%
cpd00054_e0EX_cpd00054_e09630.57%
cpd00058_e0EX_cpd00058_e00.924300.00%
cpd00063_e0EX_cpd00063_e00.924300.00%
cpd00065_e0EX_cpd00065_e014.09110.31%
cpd00066_e0EX_cpd00066_e046.1290.82%
cpd00069_e0EX_cpd00069_e036.0290.64%
cpd00079_e0EX_cpd00079_e050065.92%
cpd00080_e0EX_cpd00080_e0100035.92%
cpd00099_e0EX_cpd00099_e00.924300.00%
cpd00106_e0EX_cpd00106_e0992.547.84%
cpd00107_e0EX_cpd00107_e0137.561.63%
cpd00118_e0EX_cpd00118_e00.924340.01%
cpd00119_e0EX_cpd00119_e023.6660.28%
cpd00130_e0EX_cpd00130_e080.2240.63%
cpd00149_e0EX_cpd00149_e00.924300.00%
cpd00156_e0EX_cpd00156_e0105.151.04%
cpd00161_e0EX_cpd00161_e0402.243.17%
cpd00182_e0EX_cpd00182_e043.14100.85%
cpd00184_e0EX_cpd00184_e04.706100.09%
cpd00205_e0EX_cpd00205_e00.924300.00%
cpd00254_e0EX_cpd00254_e00.924300.00%
cpd00264_e0EX_cpd00264_e00.924370.01%
cpd00268_e0EX_cpd00268_e012.7500.00%
cpd00276_e0EX_cpd00276_e01000611.84%
cpd00277_e0EX_cpd00277_e010001019.74%
cpd00305_e0EX_cpd00305_e00.9243120.02%
cpd00311_e0EX_cpd00311_e049.9100.98%
cpd00322_e0EX_cpd00322_e072.1860.85%
cpd00355_e0EX_cpd00355_e01.849110.04%
cpd00367_e0EX_cpd00367_e0178.493.17%
cpd00644_e0EX_cpd00644_e01.84990.03%
cpd00794_e0EX_cpd00794_e0483.81211.46%
cpd01080_e0EX_cpd01080_e025.43180.90%
cpd03847_e0EX_cpd03847_e044.79141.24%
cpd10516_e0EX_cpd10516_e03.69700.00%
cpd11590_e0EX_cpd11590_e039.0780.62%
cpd15500_e0EX_cpd15500_e01.849510.19%
cpd17041_c0rxn13782_c0298.500.00%
cpd17042_c0rxn13783_c0298.500.00%
cpd17043_c0rxn13784_c0298.500.00%

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00009_e0EX_cpd00009_e0-100000.00%
cpd00011_e0EX_cpd00011_e0-100012.57%
cpd00012_e0EX_cpd00012_e0-129.700.00%
cpd00033_e0EX_cpd00033_e0-16820.86%
cpd00047_e0EX_cpd00047_e0-100012.57%
cpd00067_e0EX_cpd00067_e0-100000.00%
cpd00092_e0EX_cpd00092_e0-121.341.25%
cpd00100_e0EX_cpd00100_e0-467.533.60%
cpd00108_e0EX_cpd00108_e0-754.3611.63%
cpd00117_e0EX_cpd00117_e0-562.534.34%
cpd00122_e0EX_cpd00122_e0-1000820.56%
cpd00129_e0EX_cpd00129_e0-495.456.36%
cpd00137_e0EX_cpd00137_e0-1000615.42%
cpd00139_e0EX_cpd00139_e0-2.77320.01%
cpd00211_e0EX_cpd00211_e0-40.4340.42%
cpd00222_e0EX_cpd00222_e0-1000615.42%
cpd00226_e0EX_cpd00226_e0-1000512.85%
cpd00396_e0EX_cpd00396_e0-74.0961.14%
cpd01015_e0EX_cpd01015_e0-297.710.76%
cpd15499_e0EX_cpd15499_e0-1.849510.24%
cpd11416_c0SK_cpd11416_c0-298.500.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cobra_model.summary()" + ] + }, + { + "cell_type": "markdown", + "id": "48fc318f-9b59-489c-ba0d-a36351b47f93", + "metadata": {}, + "source": [ + "### Get media object from KBase \n", + "cobrakbase.core.kbasebiochem.media.Media" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "9682f2b4-9a5d-4c5d-9d2f-9d12420da0dd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "media = kbase.get_from_ws('Carbon-D-Glucose', ws)\n", + "print(type(media))" + ] + }, + { + "cell_type": "markdown", + "id": "01dc27a9-b76e-4564-9806-bf74aa8472f4", + "metadata": {}, + "source": [ + "### Run FBA with Carbon-D-Glucose media\n", + "`FBAModel.medium` = **dict or Media**\n", + "\n", + "- `FBAModel.medium` inherits default cobra medium setter but also accepts `cobrakbase.core.kbasebiochem.media.Media`" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "f6c0084a-4fda-4f36-ae48-313899042a15", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 0.6971420881250999

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd00009_e0EX_cpd00009_e00.566100.00%
cpd00013_e0EX_cpd00013_e05.97500.00%
cpd00027_e0EX_cpd00027_e056100.00%
cpd00030_e0EX_cpd00030_e00.00215900.00%
cpd00034_e0EX_cpd00034_e00.00215900.00%
cpd00048_e0EX_cpd00048_e00.155100.00%
cpd00058_e0EX_cpd00058_e00.00215900.00%
cpd00063_e0EX_cpd00063_e00.00215900.00%
cpd00099_e0EX_cpd00099_e00.00215900.00%
cpd00149_e0EX_cpd00149_e00.00215900.00%
cpd00205_e0EX_cpd00205_e00.00215900.00%
cpd00254_e0EX_cpd00254_e00.00215900.00%
cpd10516_e0EX_cpd10516_e00.00863500.00%
cpd17041_c0rxn13782_c00.697100.00%
cpd17042_c0rxn13783_c00.697100.00%
cpd17043_c0rxn13784_c00.697100.00%

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0-17.7500.00%
cpd00007_e0EX_cpd00007_e0-0.021600.00%
cpd00011_e0EX_cpd00011_e0-2.538199.41%
cpd00067_e0EX_cpd00067_e0-4.86500.00%
cpd15378_e0EX_cpd15378_e0-0.00215970.59%
cpd11416_c0SK_cpd11416_c0-0.697100.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cobra_model.medium = media\n", + "cobra_model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "d5b69daa-d168-45b9-a4a0-12c787dc8464", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'cpd00149_e0': (-100, 100),\n", + " 'cpd00099_e0': (-100, 100),\n", + " 'cpd00067_e0': (-100, 100),\n", + " 'cpd00063_e0': (-100, 100),\n", + " 'cpd00058_e0': (-100, 100),\n", + " 'cpd00048_e0': (-100, 100),\n", + " 'cpd00034_e0': (-100, 100),\n", + " 'cpd00030_e0': (-100, 100),\n", + " 'cpd00013_e0': (-100, 100),\n", + " 'cpd00009_e0': (-100, 100),\n", + " 'cpd00001_e0': (-100, 100),\n", + " 'cpd00007_e0': (-10, 100),\n", + " 'cpd00205_e0': (-100, 100),\n", + " 'cpd00254_e0': (-100, 100),\n", + " 'cpd00971_e0': (-100, 100),\n", + " 'cpd10515_e0': (-100, 100),\n", + " 'cpd10516_e0': (-100, 100),\n", + " 'cpd11574_e0': (-100, 100),\n", + " 'cpd00244_e0': (-100, 100),\n", + " 'cpd00027_e0': (-5, 100)}" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "media.get_media_constraints()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "567aa5c0-280d-434e-8de0-9a7b07b16f93", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/KBase/Index.ipynb b/examples/KBase/Index.ipynb index f0bb1567..4cd0cc43 100644 --- a/examples/KBase/Index.ipynb +++ b/examples/KBase/Index.ipynb @@ -1,69 +1,61 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "\n", - "![ModelSEEDpy](../images/ms-logo-horizontal.png)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Back to the main [Index](../Index.ipynb)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# KBase" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The modelseedpy-kbase allows to interact with KBase workspace objects enabling data sharing and manipulation." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Examples" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* [Workspace](Workspace.ipynb) KBase workspace\n", - "* [KBase COBRA Model](FBAModel.ipynb) KBase FBAModel to ModelSEEDpy/COBRApy" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# KBase" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The modelseedpy-kbase allows to interact with KBase workspace objects enabling data sharing and manipulation." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Examples" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The following examples demonstrate synchronization betweenModelSEEDpy & KBase" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* [Workspace](Workspace.ipynb) KBase workspace\n", + "* [KBase COBRA Model](FBAModel.ipynb) KBase FBAModel to ModelSEEDpy/COBRApy" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/KBase/Template.ipynb b/examples/KBase/Template.ipynb index ef656d6d..36276db0 100644 --- a/examples/KBase/Template.ipynb +++ b/examples/KBase/Template.ipynb @@ -1,425 +1,425 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "822ede11-dba2-44e1-8eeb-027747c3a01a", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.8\n" - ] - } - ], - "source": [ - "import cobrakbase" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "06b57457-9015-48b9-a9e9-6ffba0a9d1ca", - "metadata": {}, - "outputs": [], - "source": [ - "kbase = cobrakbase.KBaseAPI()" - ] - }, - { - "cell_type": "code", - "execution_count": 82, - "id": "2df68433-fd8a-4e96-88b6-7913dbae1100", - "metadata": {}, - "outputs": [], - "source": [ - "model1 = kbase.get_object('97644/6751/1', None)" - ] - }, - { - "cell_type": "code", - "execution_count": 83, - "id": "1233e226-461b-4610-be4e-791f11c78ca6", - "metadata": {}, - "outputs": [], - "source": [ - "model2 = kbase.get_object('82183/215/1', None)" - ] - }, - { - "cell_type": "code", - "execution_count": 86, - "id": "3e424369-77f8-458d-912c-177a143618d3", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'MetBV1'" - ] - }, - "execution_count": 86, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "info = kbase.get_object_info('97644/6751/1')\n", - "info.id" - ] - }, - { - "cell_type": "code", - "execution_count": 84, - "id": "2c9e63de-90b1-42dd-ac36-d99a35cc6f45", - "metadata": {}, - "outputs": [], - "source": [ - "model1['biomasses'] = [model2['biomasses'][1]]" - ] - }, - { - "cell_type": "code", - "execution_count": 87, - "id": "3e7c458f-8c3b-489d-8a2a-4058d12f325a", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[[6756,\n", - " 'MetBV1_bio2',\n", - " 'KBaseFBA.FBAModel-14.0',\n", - " '2021-08-27T22:05:03+0000',\n", - " 1,\n", - " 'filipeliu',\n", - " 97644,\n", - " 'janakakbase:narrative_1630098222612',\n", - " 'f15a48e811f3351bd974145df6024326',\n", - " 181989,\n", - " {'Number gapgens': '0',\n", - " 'Type': 'Test',\n", - " 'Number gapfills': '1',\n", - " 'Source ID': 'GCF_000007345.1.RAST.fbamodel',\n", - " 'Number biomasses': '1',\n", - " 'Number compartments': '2',\n", - " 'Genome': '78503/3147/1',\n", - " 'Source': 'KBase',\n", - " 'Number compounds': '143',\n", - " 'Number reactions': '112',\n", - " 'Name': 'GCF_000007345.1.RAST.fbamodel'}]]" - ] - }, - "execution_count": 87, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "kbase.save_object('MetBV1_bio2', 97644, 'KBaseFBA.FBAModel', model1)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "15975370-224d-4272-b507-77175644f864", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "567bfb2b-3acd-4ab5-b3e5-a1a1517fac6e", - "metadata": {}, - "outputs": [], - "source": [ - "template = kbase.get_from_ws('CoreArchaeaTemplateMPA', 82183)" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "id": "54875ae4-03e4-4ade-87d1-73895e88adbe", - "metadata": {}, - "outputs": [], - "source": [ - "from cobra.core import Model\n", - "template_model = Model('model')\n", - "template_model.add_reactions([rxn.to_reaction() for rxn in template.reactions if rxn.id in t.split()])" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "id": "56757e33-4d1b-4af8-879e-5ed6064cc41b", - "metadata": {}, - "outputs": [], - "source": [ - "t = \"\"\"\n", - "rxn05467_c\n", - "rxn46184_c\n", - "rxn05759_c\n", - "rxn17445_c\n", - "rxn02480_c\n", - "rxn03079_c\n", - "rxn06299_c\n", - "rxn15961_c\n", - "rxn03085_c\n", - "rxn03020_c\n", - "rxn03127_c\n", - "rxn03126_c\n", - "rxn10471_c\n", - "rxn08173_c\n", - "\"\"\"" - ] - }, - { - "cell_type": "code", - "execution_count": 58, - "id": "f0d1d8cc-4eac-4839-be92-c9b80bc684bb", - "metadata": {}, - "outputs": [], - "source": [ - "import cobra\n", - "cobra.io.save_json_model(template_model, '/home/fliu/workspace/lol.json')" - ] - }, - { - "cell_type": "code", - "execution_count": 49, - "id": "f3959b13-6005-4bd0-9d11-f4daf6e37b5f", - "metadata": {}, - "outputs": [], - "source": [ - "from modelseedpy import MSBuilder\n", - "template_model.add_reactions(MSBuilder.build_exchanges(template_model))\n", - "template_model.add_reactions(MSBuilder.build_exchanges(template_model, extra_cell='c0'))\n", - "template_model.objective = 'EX_cpd01024_e0'" - ] - }, - { - "cell_type": "code", - "execution_count": 51, - "id": "4ddef62d-6b85-44a4-b0fc-5842bd5e43e8", - "metadata": {}, - "outputs": [], - "source": [ - "for r in template_model.reactions:\n", - " r.lower_bound = -1000\n", - " r.upper_bound = 1000" - ] - }, - { - "cell_type": "code", - "execution_count": 55, - "id": "ac3878dc-63df-4b19-b5f8-245eb17d6f10", - "metadata": {}, - "outputs": [], - "source": [ - "template_model.medium = {\n", - " 'EX_cpd00011_e0': 1000,\n", - " 'EX_cpd00067_e0': 1000,\n", - " 'EX_cpd00067_c0': 1000,\n", - " 'EX_cpd00001_c0': 1000,\n", - " 'EX_cpd01024_e0': 0,\n", - " 'EX_cpd00011_c0': 0,\n", - " 'EX_cpd00008_c0': 0,\n", - " 'EX_cpd00009_c0': 0,\n", - " \n", - " 'EX_cpd00002_c0': 0,\n", - "\n", - " 'EX_cpd02438_c0': 0,\n", - " 'EX_cpd02817_c0': 0,\n", - " 'EX_cpd01024_c0': 0,\n", - " 'EX_cpd02935_c0': 0,\n", - " 'EX_cpd02655_c0': 0,\n", - " 'EX_cpd00936_c0': 0,\n", - " 'EX_cpd00649_c0': 0,\n", - " 'EX_cpd11640_c0': 0,\n", - " 'EX_cpd00792_c0': 0,\n", - " 'EX_cpd02246_c0': 0,\n", - " 'EX_cpd02737_c0': 0,\n", - " 'EX_cpd00895_c0': 0,\n", - " 'EX_cpd02679_c0': 0,\n", - " 'EX_cpd08702_c0': 0,\n", - " 'EX_cpd08701_c0': 0,\n", - " 'EX_cpd27090_c0': 0,\n", - " 'EX_cpd27757_c0': 0,\n", - " 'EX_cpd27506_c0': 0,\n", - " 'EX_cpd28082_c0': 0,\n", - " 'EX_cpd11620_c0': 0,\n", - " 'EX_cpd11621_c0': 0\n", - "}" - ] - }, - { - "cell_type": "code", - "execution_count": 56, - "id": "02ff5e59-c38f-4bef-9e20-45adc1eacfa9", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 EX_cpd01024_e0 = 0.0

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 56, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "template_model.summary()" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "id": "09219f89-ccf1-403f-9b82-105817095f9c", - "metadata": {}, - "outputs": [], - "source": [ - "all_cpd = {}\n", - "for i in t.split():\n", - " rxn = template_model.reactions.get_by_id(i + '_c0')\n", - " for m in rxn.metabolites:\n", - " all_cpd[m.id] = m.name" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "id": "004af69e-b633-417a-b749-8888cf4bfbac", - "metadata": {}, - "outputs": [], - "source": [ - "import pandas as pd" - ] - }, - { - "cell_type": "code", - "execution_count": 61, - "id": "c9feffcc-5f61-4f29-8c58-e109e3afa5ce", - "metadata": {}, - "outputs": [], - "source": [ - "data = {}\n", - "for i in t.split():\n", - " rxn_id = i + '0'\n", - " data[rxn_id] = {}\n", - " rxn = template_model.reactions.get_by_id(rxn_id)\n", - " metabolites = dict(map(lambda x: (x[0].id, x[1]), rxn.metabolites.items()))\n", - " for o in all_cpd:\n", - " data[rxn_id][f'{o} {all_cpd[o]}'] = metabolites[o] if o in metabolites else 0\n", - "pd.DataFrame(data).transpose().to_csv('/home/fliu/workspace/lol.tsv', sep='\\t')" - ] - }, - { - "cell_type": "code", - "execution_count": 59, - "id": "f91828bc-39f9-4a3a-96f3-8eb823e630c5", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Reaction identifierrxn08173_c
NameF(1)-ATPase
Memory address0x07fa38adb2730
Stoichiometry\n", - "

cpd00008_c + cpd00009_c + 4 cpd00067_e <=> cpd00001_c + cpd00002_c + 3 cpd00067_c

\n", - "

ADP + Phosphate + 4 H+ <=> H2O + ATP + 3 H+

\n", - "
GPRtcpx00334 or tcpx00325 or tcpx00261 or tcpx00326 or tcpx00262 or tcpx00327 or tcpx00263 or...
Lower bound-1000
Upper bound1000
\n", - " " - ], - "text/plain": [ - "" - ] - }, - "execution_count": 59, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "template.reactions.rxn08173_c" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "0db0d78e-565e-445a-bfa3-761448bd41b1", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "822ede11-dba2-44e1-8eeb-027747c3a01a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.8\n" + ] + } + ], + "source": [ + "import cobrakbase" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "06b57457-9015-48b9-a9e9-6ffba0a9d1ca", + "metadata": {}, + "outputs": [], + "source": [ + "kbase = cobrakbase.KBaseAPI()" + ] + }, + { + "cell_type": "code", + "execution_count": 82, + "id": "2df68433-fd8a-4e96-88b6-7913dbae1100", + "metadata": {}, + "outputs": [], + "source": [ + "model1 = kbase.get_object('97644/6751/1', None)" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "id": "1233e226-461b-4610-be4e-791f11c78ca6", + "metadata": {}, + "outputs": [], + "source": [ + "model2 = kbase.get_object('82183/215/1', None)" + ] + }, + { + "cell_type": "code", + "execution_count": 86, + "id": "3e424369-77f8-458d-912c-177a143618d3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'MetBV1'" + ] + }, + "execution_count": 86, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "info = kbase.get_object_info('97644/6751/1')\n", + "info.id" + ] + }, + { + "cell_type": "code", + "execution_count": 84, + "id": "2c9e63de-90b1-42dd-ac36-d99a35cc6f45", + "metadata": {}, + "outputs": [], + "source": [ + "model1['biomasses'] = [model2['biomasses'][1]]" + ] + }, + { + "cell_type": "code", + "execution_count": 87, + "id": "3e7c458f-8c3b-489d-8a2a-4058d12f325a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[6756,\n", + " 'MetBV1_bio2',\n", + " 'KBaseFBA.FBAModel-14.0',\n", + " '2021-08-27T22:05:03+0000',\n", + " 1,\n", + " 'filipeliu',\n", + " 97644,\n", + " 'janakakbase:narrative_1630098222612',\n", + " 'f15a48e811f3351bd974145df6024326',\n", + " 181989,\n", + " {'Number gapgens': '0',\n", + " 'Type': 'Test',\n", + " 'Number gapfills': '1',\n", + " 'Source ID': 'GCF_000007345.1.RAST.fbamodel',\n", + " 'Number biomasses': '1',\n", + " 'Number compartments': '2',\n", + " 'Genome': '78503/3147/1',\n", + " 'Source': 'KBase',\n", + " 'Number compounds': '143',\n", + " 'Number reactions': '112',\n", + " 'Name': 'GCF_000007345.1.RAST.fbamodel'}]]" + ] + }, + "execution_count": 87, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "kbase.save_object('MetBV1_bio2', 97644, 'KBaseFBA.FBAModel', model1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "15975370-224d-4272-b507-77175644f864", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "567bfb2b-3acd-4ab5-b3e5-a1a1517fac6e", + "metadata": {}, + "outputs": [], + "source": [ + "template = kbase.get_from_ws('CoreArchaeaTemplateMPA', 82183)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "54875ae4-03e4-4ade-87d1-73895e88adbe", + "metadata": {}, + "outputs": [], + "source": [ + "from cobra.core import Model\n", + "template_model = Model('model')\n", + "template_model.add_reactions([rxn.to_reaction() for rxn in template.reactions if rxn.id in t.split()])" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "56757e33-4d1b-4af8-879e-5ed6064cc41b", + "metadata": {}, + "outputs": [], + "source": [ + "t = \"\"\"\n", + "rxn05467_c\n", + "rxn46184_c\n", + "rxn05759_c\n", + "rxn17445_c\n", + "rxn02480_c\n", + "rxn03079_c\n", + "rxn06299_c\n", + "rxn15961_c\n", + "rxn03085_c\n", + "rxn03020_c\n", + "rxn03127_c\n", + "rxn03126_c\n", + "rxn10471_c\n", + "rxn08173_c\n", + "\"\"\"" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "id": "f0d1d8cc-4eac-4839-be92-c9b80bc684bb", + "metadata": {}, + "outputs": [], + "source": [ + "import cobra\n", + "cobra.io.save_json_model(template_model, '/home/fliu/workspace/lol.json')" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "id": "f3959b13-6005-4bd0-9d11-f4daf6e37b5f", + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy import MSBuilder\n", + "template_model.add_reactions(MSBuilder.build_exchanges(template_model))\n", + "template_model.add_reactions(MSBuilder.build_exchanges(template_model, extra_cell='c0'))\n", + "template_model.objective = 'EX_cpd01024_e0'" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "4ddef62d-6b85-44a4-b0fc-5842bd5e43e8", + "metadata": {}, + "outputs": [], + "source": [ + "for r in template_model.reactions:\n", + " r.lower_bound = -1000\n", + " r.upper_bound = 1000" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "ac3878dc-63df-4b19-b5f8-245eb17d6f10", + "metadata": {}, + "outputs": [], + "source": [ + "template_model.medium = {\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00067_c0': 1000,\n", + " 'EX_cpd00001_c0': 1000,\n", + " 'EX_cpd01024_e0': 0,\n", + " 'EX_cpd00011_c0': 0,\n", + " 'EX_cpd00008_c0': 0,\n", + " 'EX_cpd00009_c0': 0,\n", + " \n", + " 'EX_cpd00002_c0': 0,\n", + "\n", + " 'EX_cpd02438_c0': 0,\n", + " 'EX_cpd02817_c0': 0,\n", + " 'EX_cpd01024_c0': 0,\n", + " 'EX_cpd02935_c0': 0,\n", + " 'EX_cpd02655_c0': 0,\n", + " 'EX_cpd00936_c0': 0,\n", + " 'EX_cpd00649_c0': 0,\n", + " 'EX_cpd11640_c0': 0,\n", + " 'EX_cpd00792_c0': 0,\n", + " 'EX_cpd02246_c0': 0,\n", + " 'EX_cpd02737_c0': 0,\n", + " 'EX_cpd00895_c0': 0,\n", + " 'EX_cpd02679_c0': 0,\n", + " 'EX_cpd08702_c0': 0,\n", + " 'EX_cpd08701_c0': 0,\n", + " 'EX_cpd27090_c0': 0,\n", + " 'EX_cpd27757_c0': 0,\n", + " 'EX_cpd27506_c0': 0,\n", + " 'EX_cpd28082_c0': 0,\n", + " 'EX_cpd11620_c0': 0,\n", + " 'EX_cpd11621_c0': 0\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "02ff5e59-c38f-4bef-9e20-45adc1eacfa9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 EX_cpd01024_e0 = 0.0

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "template_model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "09219f89-ccf1-403f-9b82-105817095f9c", + "metadata": {}, + "outputs": [], + "source": [ + "all_cpd = {}\n", + "for i in t.split():\n", + " rxn = template_model.reactions.get_by_id(i + '_c0')\n", + " for m in rxn.metabolites:\n", + " all_cpd[m.id] = m.name" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "004af69e-b633-417a-b749-8888cf4bfbac", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "id": "c9feffcc-5f61-4f29-8c58-e109e3afa5ce", + "metadata": {}, + "outputs": [], + "source": [ + "data = {}\n", + "for i in t.split():\n", + " rxn_id = i + '0'\n", + " data[rxn_id] = {}\n", + " rxn = template_model.reactions.get_by_id(rxn_id)\n", + " metabolites = dict(map(lambda x: (x[0].id, x[1]), rxn.metabolites.items()))\n", + " for o in all_cpd:\n", + " data[rxn_id][f'{o} {all_cpd[o]}'] = metabolites[o] if o in metabolites else 0\n", + "pd.DataFrame(data).transpose().to_csv('/home/fliu/workspace/lol.tsv', sep='\\t')" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "id": "f91828bc-39f9-4a3a-96f3-8eb823e630c5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Reaction identifierrxn08173_c
NameF(1)-ATPase
Memory address0x07fa38adb2730
Stoichiometry\n", + "

cpd00008_c + cpd00009_c + 4 cpd00067_e <=> cpd00001_c + cpd00002_c + 3 cpd00067_c

\n", + "

ADP + Phosphate + 4 H+ <=> H2O + ATP + 3 H+

\n", + "
GPRtcpx00334 or tcpx00325 or tcpx00261 or tcpx00326 or tcpx00262 or tcpx00327 or tcpx00263 or...
Lower bound-1000
Upper bound1000
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "template.reactions.rxn08173_c" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0db0d78e-565e-445a-bfa3-761448bd41b1", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/KBase/Workspace.ipynb b/examples/KBase/Workspace.ipynb index 613e4453..1e4b1caf 100644 --- a/examples/KBase/Workspace.ipynb +++ b/examples/KBase/Workspace.ipynb @@ -1,243 +1,243 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "308becec-d420-4754-badf-7ce9914bade5", - "metadata": {}, - "source": [ - "#### This requires ModelSEEDpy-KBase" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "afbaad60-3c4d-476d-89bb-9b4f6eb1ca53", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.8\n" - ] - } - ], - "source": [ - "import cobrakbase" - ] - }, - { - "cell_type": "markdown", - "id": "a0c9a8fc-7855-4dcf-8ff5-74837dfeb57a", - "metadata": {}, - "source": [ - "## Initialize KBase client with a valid token" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "3c8738d1-a7f0-4296-892c-41257d3d67bc", - "metadata": {}, - "outputs": [], - "source": [ - "kbase = cobrakbase.KBaseAPI() # or kbase = cobrakbase.KBaseAPI(YOUR_LOGIN_TOKEN)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ebe2b75f-7d34-460c-8c4f-de57b7e76eb0", - "metadata": {}, - "outputs": [], - "source": [ - "ws = \"filipeliu:narrative_1561151919387\"" - ] - }, - { - "cell_type": "markdown", - "id": "7c64f6bc-656e-45ad-8356-4a423499f351", - "metadata": {}, - "source": [ - "#### Get Object\n", - "get_object returns raw dict object" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "a064f6ad-2e1e-482b-bd6e-ea0a73fc9d12", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "__VERSION__ \n", - "biochemistry_ref \n", - "biomasses \n", - "compartments \n", - "compcompounds \n", - "complexes \n", - "compounds \n", - "domain \n", - "id \n", - "name \n", - "pathways \n", - "reactions \n", - "roles \n", - "subsystems \n", - "type \n" - ] - } - ], - "source": [ - "data = kbase.get_object('GramNegModelTemplateV2', 'NewKBaseModelTemplates')\n", - "for k in data:\n", - " print(k, type(data[k]))" - ] - }, - { - "cell_type": "markdown", - "id": "303659ad-2591-4cf9-ad45-b2e42ca53e69", - "metadata": {}, - "source": [ - "get_from_ws returns ModelSEEDpy datatypes (e.g., Model, Genome, Media, Template)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "d8c518e4-6241-4644-92c9-642dc63b4e5f", - "metadata": {}, - "outputs": [], - "source": [ - "template = kbase.get_from_ws('GramNegModelTemplateV2', 'NewKBaseModelTemplates')" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "657ee707-e88a-4b48-ab63-d3448a4e241d", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
IDGramNegative.modeltemplate
Memory address0x07f8e8fb4c730
Number of metabolites6359
Number of species6884
Number of reactions8656
Number of roles20572
Number of complexes9764
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "template" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "8f458ab0-a68c-4564-8179-753815eb468d", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Reaction identifierrxn00001_c
Namediphosphate phosphohydrolase
Memory address0x07f8e84198820
Stoichiometry\n", - "

cpd00001_c + cpd00012_c --> 2 cpd00009_c + cpd00067_c

\n", - "

H2O + PPi --> 2 Phosphate + H+

\n", - "
GPRcpx01835 or cpx01834 or cpx34574 or cpx52693 or cpx01833
Lower bound0
Upper bound1000
\n", - " " - ], - "text/plain": [ - "" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "template.reactions.rxn00001_c" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "c56f1fc5-4f7c-4b52-9623-11d4a6cf95dd", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{ + "cells": [ + { + "cell_type": "markdown", + "id": "308becec-d420-4754-badf-7ce9914bade5", + "metadata": {}, + "source": [ + "# KBase Workspace" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "afbaad60-3c4d-476d-89bb-9b4f6eb1ca53", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.8\n" + ] + } + ], + "source": [ + "import cobrakbase" + ] + }, + { + "cell_type": "markdown", + "id": "a0c9a8fc-7855-4dcf-8ff5-74837dfeb57a", + "metadata": {}, + "source": [ + "## Initialize KBase client with a valid token" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "3c8738d1-a7f0-4296-892c-41257d3d67bc", + "metadata": {}, + "outputs": [], + "source": [ + "kbase = cobrakbase.KBaseAPI() # or kbase = cobrakbase.KBaseAPI(YOUR_LOGIN_TOKEN)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ebe2b75f-7d34-460c-8c4f-de57b7e76eb0", + "metadata": {}, + "outputs": [], + "source": [ + "ws = \"filipeliu:narrative_1561151919387\"" + ] + }, + { + "cell_type": "markdown", + "id": "7c64f6bc-656e-45ad-8356-4a423499f351", + "metadata": {}, + "source": [ + "#### Get Object\n", + "get_object returns raw dict object" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "a064f6ad-2e1e-482b-bd6e-ea0a73fc9d12", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "__VERSION__ \n", + "biochemistry_ref \n", + "biomasses \n", + "compartments \n", + "compcompounds \n", + "complexes \n", + "compounds \n", + "domain \n", + "id \n", + "name \n", + "pathways \n", + "reactions \n", + "roles \n", + "subsystems \n", + "type \n" + ] + } + ], + "source": [ + "data = kbase.get_object('GramNegModelTemplateV2', 'NewKBaseModelTemplates')\n", + "for k in data:\n", + " print(k, type(data[k]))" + ] + }, + { + "cell_type": "markdown", + "id": "303659ad-2591-4cf9-ad45-b2e42ca53e69", + "metadata": {}, + "source": [ + "get_from_ws returns ModelSEEDpy datatypes (e.g., Model, Genome, Media, Template)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "d8c518e4-6241-4644-92c9-642dc63b4e5f", + "metadata": {}, + "outputs": [], + "source": [ + "template = kbase.get_from_ws('GramNegModelTemplateV2', 'NewKBaseModelTemplates')" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "657ee707-e88a-4b48-ab63-d3448a4e241d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
IDGramNegative.modeltemplate
Memory address0x07f8e8fb4c730
Number of metabolites6359
Number of species6884
Number of reactions8656
Number of roles20572
Number of complexes9764
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "template" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "8f458ab0-a68c-4564-8179-753815eb468d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Reaction identifierrxn00001_c
Namediphosphate phosphohydrolase
Memory address0x07f8e84198820
Stoichiometry\n", + "

cpd00001_c + cpd00012_c --> 2 cpd00009_c + cpd00067_c

\n", + "

H2O + PPi --> 2 Phosphate + H+

\n", + "
GPRcpx01835 or cpx01834 or cpx34574 or cpx52693 or cpx01833
Lower bound0
Upper bound1000
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "template.reactions.rxn00001_c" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c56f1fc5-4f7c-4b52-9623-11d4a6cf95dd", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Model Reconstruction/Biochem.ipynb b/examples/Model Reconstruction/Biochem.ipynb index a7c35c4b..42583003 100644 --- a/examples/Model Reconstruction/Biochem.ipynb +++ b/examples/Model Reconstruction/Biochem.ipynb @@ -1,3324 +1,3324 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "7f53fcb3-4b49-4d57-a2e5-afa555378ce0", - "metadata": {}, - "source": [ - "# Reading ModelSEED Biochemistry from ModelSEED Database\n", - "\n", - "This notebook provides examples to read data from the biochemistry database" - ] - }, - { - "cell_type": "markdown", - "id": "74246002-2a2e-405c-8aa0-2ed382c752cc", - "metadata": {}, - "source": [ - "The biochemistry database is represented by the `modelseedpy.biochem.modelseed_biochem.ModelSEEDDatabase` class\n", - "\n", - "The database can be instantiated from either a local github copy of the database repository or loaded via web url from github.\n", - "* `from_local` - from_local(*path to repository*)\n", - " * Example:\n", - " 1. first we obtain a copy of the repository: `git clone https://github.com/ModelSEED/ModelSEEDDatabase.git`\n", - " 2. then we can load the repository with `from_local`: `from_local('/home/user/ModelSEEDDatabase')`\n", - "* `from_github` - from_github(*commit version*)\n", - " * Example:\n", - " * load the dev branch from github (default: https://github.com/ModelSEED/ModelSEEDDatabase): `from_github('dev')`\n", - " * load a specific commit version from github: `from_github('194ac8afe48f8a606c0dd07ba3c7af10c02ba2fd')`\n", - " * load from another fork/repository: `from_github('master', 'https://raw.githubusercontent.com/Fxe/ModelSEEDDatabase')`" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "ac3992a9-d5b3-48d7-b744-0dd08a32df27", - "metadata": {}, - "outputs": [], - "source": [ - "import logging\n", - "import pandas as pd\n", - "from modelseedpy.biochem.modelseed_biochem import get_structures_from_df, get_aliases_from_df, get_names_from_df, process_aliases, load_metabolites_from_df\n", - "from modelseedpy.biochem.modelseed_biochem import ALIAS_RXN_IDENTIFIERS_ORG, ALIAS_MODELS\n", - "from modelseedpy.biochem.modelseed_biochem import from_local2, from_local, from_github\n", - "from modelseedpy.biochem.modelseed_reaction import ModelSEEDReaction, ModelSEEDReaction2\n", - "logger = logging.getLogger(__name__)" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "65ecaae2-d062-4221-b567-dddd4eec15bd", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "CPU times: user 16.8 s, sys: 668 ms, total: 17.5 s\n", - "Wall time: 17.5 s\n" - ] - } - ], - "source": [ - "%%time\n", - "modelseed_local2 = from_local2('/home/fliu/workspace/python/ModelSEEDDatabase/')" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "cc04b352-3890-4bad-8a16-c9a05e401be2", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "CPU times: user 42.2 s, sys: 503 ms, total: 42.7 s\n", - "Wall time: 42.7 s\n" - ] - } - ], - "source": [ - "%%time\n", - "modelseed_local1 = from_local('/home/fliu/workspace/python/ModelSEEDDatabase/')" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "43934d69-bbd0-4cab-ab7f-a6e4296a7b56", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "CPU times: user 18.8 s, sys: 1.12 s, total: 19.9 s\n", - "Wall time: 24.3 s\n" - ] - } - ], - "source": [ - "%%time\n", - "modelseed_git = from_github('dev')" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "7e4ce949-7c34-408e-976b-77d7eaf0993f", - "metadata": {}, - "outputs": [], - "source": [ - "inchi_key_lookup = {}\n", - "for cpd in modelseed_git.compounds:\n", - " inchi_key = cpd.inchi_key\n", - " inchi_key = None if pd.isna(inchi_key) or len(inchi_key) == 0 else inchi_key\n", - " cpd.inchi_key = inchi_key\n", - " if cpd.inchi_key:\n", - " a, b, p = cpd.inchi_key.split('-')\n", - " if a not in inchi_key_lookup:\n", - " inchi_key_lookup[a] = {}\n", - " if b not in inchi_key_lookup[a]:\n", - " inchi_key_lookup[a][b] = set()\n", - " inchi_key_lookup[a][b].add((cpd.id, p))" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "27d973b2-67af-43a0-b418-737843aeb038", - "metadata": {}, - "outputs": [], - "source": [ - "metabolite_reactions = {}\n", - "for rxn in modelseed_git.reactions:\n", - " if not rxn.is_obsolete:\n", - " for m in rxn.metabolites:\n", - " if m.seed_id not in metabolite_reactions:\n", - " metabolite_reactions[m.seed_id] = set()\n", - " metabolite_reactions[m.seed_id].add(rxn.id)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "28c90f2a-3f21-4616-8c69-2c746be512ec", - "metadata": {}, - "outputs": [], - "source": [ - "import cobrakbase\n", - "kbase = cobrakbase.KBaseAPI()\n", - "genome = kbase.get_from_ws('87388/3/1')" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "id": "87e117e3-762c-4840-a40b-66714ef675f5", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'aliases': [['protein_id', 'WP_066378293.1'], ['locus_tag', 'A3776_RS08395']],\n", - " 'cdss': ['A3776_RS08395_CDS_1'],\n", - " 'dna_sequence': 'ATGATTGTACCCTTGCTATATCTGGCTTTAGCCGGAGCCTATCTATTAGTTGTCCCGGTGGCTTTAATGCTTTACCTCAACCTACGCTGGTATACGGCTGGCTCGATTGAGCGCACCGTCATGTATTTTTTTGTATTTTTGTTCTTTCCCGGACTGTTGGTTTTGTCGCCGTTTGTGAATCTGCGACCCAAACCCCGCAAAATTGAAGTTTAA',\n", - " 'dna_sequence_length': 213,\n", - " 'functions': ['NADH dehydrogenase subunit', 'NdhL'],\n", - " 'id': 'A3776_RS08395',\n", - " 'location': [['NZ_LUHI01000036.1', 21434, '-', 213]],\n", - " 'md5': '1ae8b7b3d705b63184c99a9711785d23',\n", - " 'protein_md5': '1ae8b7b3d705b63184c99a9711785d23',\n", - " 'protein_translation': 'MIVPLLYLALAGAYLLVVPVALMLYLNLRWYTAGSIERTVMYFFVFLFFPGLLVLSPFVNLRPKPRKIEV',\n", - " 'protein_translation_length': 70,\n", - " 'quality': {'hit_count': 5, 'weighted_hit_count': 5.5205}}" - ] - }, - "execution_count": 38, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "genome.features.get_by_id('A3776_RS08395').data" - ] - }, - { - "cell_type": "code", - "execution_count": 221, - "id": "d950807e-d2b1-423e-be71-7f54a5a35930", - "metadata": {}, - "outputs": [], - "source": [ - "import json\n", - "data = None\n", - "with open('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_single.json', 'r') as fh:\n", - " data = json.load(fh)" - ] - }, - { - "cell_type": "code", - "execution_count": 222, - "id": "80409e3f-e672-47bc-b275-715f79276bfb", - "metadata": {}, - "outputs": [], - "source": [ - "%run /home/fliu/workspace/data/sbml/iAnC892/tools.py\n", - "integrate_to_seed(data)" - ] - }, - { - "cell_type": "code", - "execution_count": 161, - "id": "d644b65e-3955-4da4-b346-3a3e4d0cd9ae", - "metadata": {}, - "outputs": [], - "source": [ - "with open('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_single_mapped.json', 'w') as fh:\n", - " fh.write(json.dumps(data, indent=4, sort_keys=True))" - ] - }, - { - "cell_type": "code", - "execution_count": 162, - "id": "df7e8efe-df5c-48a5-b240-48b7f51996ec", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 163, - "id": "b9906460-1807-45ce-9b8b-65f4a910fce2", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 223, - "id": "e64a4938-9fa5-496d-9658-633b88c0ae56", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 224, - "id": "93c0dcbd-fdb0-41f7-8e70-f02668fe4108", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Metabolite identifiercpd00011_p
NameCO2
Memory address0x07fcba66f68e0
FormulaCO2
Compartmentp
In 2 reaction(s)\n", - " cpd00011exccc_p, cpd00011excpp_e
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 224, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model_mapped.metabolites.cpd00011_p" - ] - }, - { - "cell_type": "code", - "execution_count": 225, - "id": "3a7c8dc8-2a5c-46e5-b850-432f622b9e9f", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 obj_ATP = 0.8035714285714285

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd11632_eEX_cpd11632_e0.500.00%
hvphoton1_eEX_hvphoton1_e0.500.00%

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 225, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model_mapped = cobra.io.load_json_model('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_single_mapped.json')\n", - "from modelseedpy import MSBuilder\n", - "from cobra.core import Reaction\n", - "MSBuilder.build_exchanges(model_mapped, 'e')\n", - "atp_obj = Reaction('obj_ATP', 'ATP objective function', 'objetive function', 0, 1000)\n", - "atp_obj.add_metabolites({\n", - " model_mapped.metabolites.cpd00001_c: -1,\n", - " model_mapped.metabolites.cpd00002_c: -1,\n", - " model_mapped.metabolites.cpd00008_c: 1,\n", - " model_mapped.metabolites.cpd00009_c: 1,\n", - " model_mapped.metabolites.cpd00067_c: 1,\n", - "})\n", - "model_mapped.add_reactions([atp_obj])\n", - "model_mapped.objective = 'obj_ATP'\n", - "model_mapped.medium = {\n", - " #'EX_cpd00067_e': 1,\n", - " 'EX_cpd11632_e': 0.5,\n", - " #'EX_hvphoton2_e': 0.5,\n", - " 'EX_hvphoton1_e': 0.5\n", - "}\n", - "#1.0 obj_ATP = 0.8035714285714285\n", - "model_mapped.summary()" - ] - }, - { - "cell_type": "code", - "execution_count": 197, - "id": "ae9ff50c-d433-46b6-91c1-efb2ceaa8594", - "metadata": {}, - "outputs": [], - "source": [ - "model_mapped.medium = {\n", - " 'EX_cpd00067_e': 1\n", - " }\n", - "sol = cobra.flux_analysis.pfba(model_mapped)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ef5ccc4d-ef83-455d-8602-1c37bca79558", - "metadata": {}, - "outputs": [], - "source": [ - "for a in [{'EX_cpd11632_e': 1}, {'EX_hvphoton1_e': 1}]:\n", - " model_mapped.medium = {\n", - " k.id: 1,\n", - " }\n", - " sol = cobra.flux_analysis.pfba(model_mapped)\n", - "\n", - " print(model_mapped.medium)\n", - " ss = f\"{cpd.id}\\t{cpd.name}\\t{sol.fluxes['obj_ATP']}\\t{sol.status}\"\n", - " print(ss)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "7a57bcf3-1dbc-4e2d-899a-5b3fdaef9c63", - "metadata": {}, - "outputs": [], - "source": [ - "#glc/O2 22.857142857142854\n", - "#glc 0" - ] - }, - { - "cell_type": "code", - "execution_count": 218, - "id": "24fe768b-c842-4eb6-ba83-5d3013f1ddb1", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 obj_ATP = 0.0

Uptake

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MetaboliteReactionFluxC-NumberC-Flux

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 218, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model_mapped.medium = {\n", - " 'EX_cpd00067_e': 1000,\n", - " 'EX_cpd00001_e': 1000,\n", - " 'EX_cpd00242_e': 1, #H2CO3\n", - " 'EX_cpd00528_e': 1000, #N2\n", - " 'EX_cpd00011_e': 1000, #co2\n", - " 'EX_cpd00007_e': 0, #O2\n", - " 'EX_cpd11632_e': 0,\n", - " 'EX_hvphoton1_e': 0,\n", - " 'EX_cpd00027_e': 1,\n", - " 'EX_cpd00048_e': 1,\n", - " 'EX_cpd00209_e': 1,\n", - " 'EX_cpd11640_e': 1, #H2\n", - " 'EX_cpd00268_e': 10\n", - " }\n", - "model_mapped.summary()" - ] - }, - { - "cell_type": "code", - "execution_count": 203, - "id": "511cbac2-307e-4834-b301-41d0b3596451", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cpd11632_e\tPhotosystem 2 photon\t0.8571428571428571\toptimal\n", - "hvphoton1_e\tPhotosystem 1 photon\t0.75\toptimal\n", - "cpd00067_e\tH+\t0.0\toptimal\n", - "cpd00001_e\tH2O\t0.0\toptimal\n", - "cpd00007_e\tO2\t0.0\toptimal\n", - "cpd00009_e\tPhosphate\t0.0\toptimal\n", - "cpd00048_e\tSulfate\t0.0\toptimal\n", - "cpd00209_e\tNitrate\t0.0\toptimal\n", - "cpd00254_e\tMg\t0.0\toptimal\n", - "cpd10515_e\tFe+2\t0.0\toptimal\n", - "cpd00149_e\tCo2+\t0.0\toptimal\n", - "cpd00034_e\tZn2+\t0.0\toptimal\n", - "cpd00058_e\tCu2+\t0.0\toptimal\n", - "cpd20863_e\tMn2+\t0.0\toptimal\n", - "cpd00063_e\tCa2+\t0.0\toptimal\n", - "cpd00205_e\tK+\t0.0\toptimal\n", - "cpd00971_e\tNa+\t0.0\toptimal\n", - "cpd11574_e\tMolybdate\t0.0\toptimal\n", - "cpd00011_e\tCO2\t0.0\toptimal\n", - "cpd00528_e\tN2\t0.0\toptimal\n", - "cpd00027_e\tD-Glucose\t0.0\toptimal\n", - "cpd00053_e\tL-Glutamine\t0.0\toptimal\n", - "cpd00107_e\tL-Leucine\t0.0\toptimal\n", - "cpd00118_e\tPutrescine\t0.0\toptimal\n", - "cpd00129_e\tL-Proline\t0.0\toptimal\n", - "cpd00156_e\tL-Valine\t0.0\toptimal\n", - "cpd00179_e\tMaltose\t0.0\toptimal\n", - "cpd00264_e\tSpermidine\t0.0\toptimal\n", - "cpd00268_e\tH2S2O3\t0.0\toptimal\n", - "cpd00322_e\tL-Isoleucine\t0.0\toptimal\n", - "cpd03725_e\tFe(III)dicitrate\t0.0\toptimal\n", - "cpd00060_e\tL-Methionine\t0.0\toptimal\n", - "cpd00104_e\tBIOT\t0.0\toptimal\n", - "cpd01012_e\tCd2+\t0.0\toptimal\n", - "cpd11593_e\tala-L-asp-L\t0.0\toptimal\n", - "cpd00159_e\tL-Lactate\t0.0\toptimal\n", - "cpd01262_e\tAmylotriose\t0.0\toptimal\n", - "cpd01329_e\tMaltohexaose\t0.0\toptimal\n", - "cpd00242_e\tH2CO3\t0.0\toptimal\n", - "cpd00013_e\tcpd00013[e]\t0.0\toptimal\n", - "cpd11640_e\tH2\t0.0\toptimal\n" - ] - } - ], - "source": [ - "for k in model_mapped.exchanges:\n", - " cpd = list(k.metabolites)[0]\n", - " model_mapped.medium = {\n", - " k.id: 1,\n", - " }\n", - " sol = cobra.flux_analysis.pfba(model_mapped)\n", - " ss = f\"{cpd.id}\\t{cpd.name}\\t{sol.fluxes['obj_ATP']}\\t{sol.status}\"\n", - " print(ss)" - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "id": "1c6bc2f8-d523-440b-904c-5acd4db54860", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Dihydroorotate dehydrogenase (quinone) (EC 1.3.5.2)\n", - "Putative dihydropyrimidine dehydrogenase [NADP+], similar to dihydroorotate dehydrogenase\n" - ] - } - ], - "source": [ - "for k in ['A3776_RS12690', 'A3776_RS16110']:\n", - " for o in genome.features.get_by_id(k).functions:\n", - " print(o)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "15430fde-162c-4476-9319-35ebcf0541c1", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "NDH1_1u_k A3776_RS06230 and A3776_RS16180 and A3776_RS20905 and A3776_RS06215 and A3776_RS06220 and A3776_RS19180 and ( A3776_RS06225 or A3776_RS21975 ) and A3776_RS20895 and A3776_RS20900 and A3776_RS08395 and A3776_RS11390 and A3776_RS03245 and A3776_RS09810 and A3776_RS09805 and A3776_RS09800 and ( A3776_RS08060 or A3776_RS10415 or A3776_RS22280 ) and ( A3776_RS03760 or A3776_RS08065 or A3776_RS18720 )\n", - "NDH1_1p_p A3776_RS06230 and A3776_RS16180 and A3776_RS20905 and A3776_RS06215 and A3776_RS06220 and A3776_RS19180 and ( A3776_RS06225 or A3776_RS21975 ) and A3776_RS20895 and A3776_RS20900 and A3776_RS08395 and A3776_RS11390 and A3776_RS03245 and A3776_RS09810 and A3776_RS09805 and A3776_RS09800 and ( A3776_RS08060 or A3776_RS10415 or A3776_RS22280 ) and ( A3776_RS03760 or A3776_RS08065 or A3776_RS18720 )\n", - "NDH1_4pp_p A3776_RS06230 and A3776_RS16180 and A3776_RS20905 and A3776_RS06215 and A3776_RS06220 and A3776_RS19180 and ( A3776_RS06225 or A3776_RS21975 ) and A3776_RS20895 and A3776_RS20900 and A3776_RS08395 and A3776_RS11390 and A3776_RS03245 and A3776_RS09810 and A3776_RS09805 and A3776_RS09800 and ( A3776_RS03765 or A3776_RS18715 ) and ( A3776_RS03760 or A3776_RS08065 or A3776_RS18720 ) and A3776_RS03770\n", - "NDH1_3u_k A3776_RS06230 and A3776_RS16180 and A3776_RS20905 and A3776_RS06215 and A3776_RS06220 and A3776_RS19180 and ( A3776_RS06225 or A3776_RS21975 ) and A3776_RS20895 and A3776_RS20900 and A3776_RS08395 and A3776_RS11390 and A3776_RS03245 and A3776_RS09810 and A3776_RS09805 and A3776_RS09800 and ( A3776_RS08060 or A3776_RS10415 or A3776_RS22280 ) and ( A3776_RS03760 or A3776_RS08065 or A3776_RS18720 ) and A3776_RS18710 and A3776_RS04105\n", - "NDH1_2p_p A3776_RS06230 and A3776_RS16180 and A3776_RS20905 and A3776_RS06215 and A3776_RS06220 and A3776_RS19180 and ( A3776_RS06225 or A3776_RS21975 ) and A3776_RS20895 and A3776_RS20900 and A3776_RS08395 and A3776_RS11390 and A3776_RS03245 and A3776_RS09810 and A3776_RS09805 and A3776_RS09800 and ( A3776_RS08060 or A3776_RS10415 or A3776_RS22280 ) and ( A3776_RS03760 or A3776_RS08065 or A3776_RS18720 )\n", - "NDH1_2u_k A3776_RS06230 and A3776_RS16180 and A3776_RS20905 and A3776_RS06215 and A3776_RS06220 and A3776_RS19180 and ( A3776_RS06225 or A3776_RS21975 ) and A3776_RS20895 and A3776_RS20900 and A3776_RS08395 and A3776_RS11390 and A3776_RS03245 and A3776_RS09810 and A3776_RS09805 and A3776_RS09800 and ( A3776_RS08060 or A3776_RS10415 or A3776_RS22280 ) and ( A3776_RS03760 or A3776_RS08065 or A3776_RS18720 )\n", - "rxn08335_p_p A3776_RS12690\n", - "DHORD_PQ9_k A3776_RS12690 or A3776_RS16110\n" - ] - } - ], - "source": [ - "for rxn_id in super_c:\n", - " if rxn_id in model.reactions:\n", - " stoich_key, compartment_setup = super_c[rxn_id]\n", - " rxn_model = model.reactions.get_by_id(rxn_id)\n", - " print(rxn_model.id, rxn_model.gene_reaction_rule)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "d91f26d4-f2d1-4231-9408-7a451a304399", - "metadata": {}, - "outputs": [], - "source": [ - "import cobra\n", - "model = cobra.io.load_json_model('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_single.json')" - ] - }, - { - "cell_type": "code", - "execution_count": 64, - "id": "43f03e38-ea9b-462d-b69c-aea595fdd8bd", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Reaction identifierCBFCu_k
Namecytochrome b6/f complex
Memory address0x07fcbbf9f9f70
Stoichiometry\n", - "

2.0 cpd00067_c + 2.0 cpd12265_k + cpd16503_k --> 4.0 cpd00067_k + cpd07274_k + 2.0 cpd12239_k

\n", - "

2.0 H+ + 2.0 Oxidized plastocyanin + Plastoquinol-9 --> 4.0 H+ + Plastoquinone A + 2.0 Reduced plastocyanin

\n", - "
GPRA3776_RS13955 or A3776_RS22750
Lower bound0.0
Upper bound1000.0
\n", - " " - ], - "text/plain": [ - "" - ] - }, - "execution_count": 64, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model.reactions.CBFCu_k" - ] - }, - { - "cell_type": "code", - "execution_count": 62, - "id": "7c892248-657d-40aa-b73f-57331a0e7948", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cpd00007_0 0 cpd00007_k\n", - "-1.0\n", - "cpd00067_0 0 cpd00067_k\n", - "-4.0\n", - "cpd16503_0 0 cpd16503_k\n", - "-2.0\n", - "cpd00001_0 0 cpd00001_k\n", - "2.0\n", - "cpd00067_1 1 cpd00067_c\n", - "4.0\n", - "cpd07274_0 0 cpd07274_k\n", - "2.0\n", - "cpd11632_0 0 cpd11632_k\n", - "1.0\n" - ] - }, - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Reaction identifierrxn46370_k
Namenan
Memory address0x07fcbbc01f790
Stoichiometry\n", - "

cpd00007_k + 4.0 cpd00067_k + 2.0 cpd16503_k <=> 2.0 cpd00001_k + 4.0 cpd00067_c + 2.0 cpd07274_k + cpd11632_k

\n", - "

O2 + 4.0 H+ + 2.0 Plastoquinol-9 <=> 2.0 H2O + 4.0 H+ + 2.0 Plastoquinone A + hn

\n", - "
GPR
Lower bound-1000
Upper bound1000
\n", - " " - ], - "text/plain": [ - "" - ] - }, - "execution_count": 62, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "seed_build = {\n", - " 'PSII_k': ('rxn46370', {'0': 'k', '1': 'c'}),\n", - "}\n", - "modelseed_git.reactions.rxn46370.to_template_reaction({'0': 'k', '1': 'c'})" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4556b85c-5d82-45e0-b9bb-e9860adf35a4", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 170, - "id": "4436bbf2-885f-41a4-ab76-87f688447cb1", - "metadata": {}, - "outputs": [], - "source": [ - "#rxn37623: cpd00005_0 + 3.0 cpd00067_0 + cpd07274_0 <=> cpd00006_0 + cpd29046_0\n", - "#rxn37623 NADPH + 3.0 H+ + Plastoquinone A <=> NADP + plastoquinol A\n", - "#rxn36824 NADPH + H+ + Plastoquinone A <=> NADP + Plastoquinol-9\n", - "#rxn36824: cpd00005_0 + cpd00067_0 + cpd07274_0 <=> cpd00006_0 + cpd16503_0\n", - "super_c = {\n", - " 'NDH1_1u_k': ('NDH1_1u_k', {'0': 'c', '1': 'k'}),\n", - " 'NDH1_1p_p': ('NDH1_1u_k', {'0': 'c', '1': 'p'}),\n", - " 'NDH1_4pp_p': ('NDH1_3u_k', {'0': 'c', '1': 'p'}),\n", - " 'NDH1_3u_k': ('NDH1_3u_k', {'0': 'c', '1': 'k'}),\n", - " 'NDH1_2p_p': ('NDH1_2u_k', {'0': 'c', '1': 'p'}),\n", - " 'NDH1_2u_k': ('NDH1_2u_k', {'0': 'c', '1': 'k'}),\n", - " \n", - " 'rxn08335_p_p': ('DHORD_PQ9_k', {'0': 'c', '1': 'p'}),\n", - " 'DHORD_PQ9_k': ('DHORD_PQ9_k', {'0': 'c', '1': 'k'}),\n", - " 'FQR_k': ('FQR_k', {'0': 'c', '1': 'k'}),\n", - " 'CBFCu_k': ('CBFCu_k', {'0': 'c', '1': 'k'}),\n", - "}\n", - "# cpd00005_c + 4.0 cpd00067_c + cpd07274_k --> cpd00006_c + 3.0 cpd00067_k + cpd16503_k\n", - "#NDH1_1p_p: cpd00005_c + 4.0 cpd00067_c + cpd07274_p --> cpd00006_c + 3.0 cpd00067_p + cpd16503_p\n", - "#NDH1_1u_k: cpd00005_c + 4.0 cpd00067_c + cpd07274_k --> cpd00006_c + 3.0 cpd00067_k + cpd16503_k\n", - "super_s = {\n", - " 'NDH1_1u_k': {\n", - " ('cpd00005', '0'): -1, \n", - " ('cpd00067', '0'): -4, \n", - " ('cpd07274', '1'): -1,\n", - " ('cpd00006', '0'): 1, \n", - " ('cpd00067', '1'): 3, \n", - " ('cpd16503', '1'): 1\n", - " },\n", - "\n", - "#NDH1_4pp_p: cpd00001_c + cpd00005_c + cpd00011_p + 3.0 cpd00067_c + cpd07274_p --> cpd00006_c + 3.0 cpd00067_p + cpd00242_c + cpd16503_p\n", - "#NDH1_3u_k : cpd00001_c + cpd00005_c + cpd00011_p + 3.0 cpd00067_c + cpd07274_k --> cpd00006_c + 3.0 cpd00067_k + cpd00242_c + cpd16503_k\n", - " 'NDH1_3u_k': {\n", - " ('cpd00001', '0'): -1, \n", - " ('cpd00005', '0'): -1, \n", - " ('cpd00011', '0'): -1,\n", - " ('cpd00067', '0'): -3,\n", - " ('cpd07274', '1'): -1,\n", - " ('cpd00006', '0'): 1, \n", - " ('cpd00067', '1'): 3, \n", - " ('cpd00242', '0'): 1,\n", - " ('cpd16503', '1'): 1\n", - " },\n", - "#NDH1_2p_p: cpd00004_c + 4.0 cpd00067_c + cpd07274_p --> cpd00003_c + 3.0 cpd00067_p + cpd16503_p\n", - "#NDH1_2u_k: cpd00004_c + 4.0 cpd00067_c + cpd07274_k --> cpd00003_c + 3.0 cpd00067_k + cpd16503_k\n", - " 'NDH1_2u_k': {\n", - " ('cpd00004', '0'): -1, \n", - " ('cpd00067', '0'): -4, \n", - " ('cpd07274', '1'): -1,\n", - " ('cpd00003', '0'): 1,\n", - " ('cpd00067', '1'): 3, \n", - " ('cpd16503', '1'): 1\n", - " },\n", - "#NDH2_syn_k: cpd00004_c + cpd00067_c + cpd07274_k --> cpd00003_c + cpd16503_k\n", - " 'NDH2_syn_k': {\n", - " ('cpd00004', 'c'): -1, \n", - " ('cpd00067', 'c'): -1, \n", - " ('cpd07274', 'k'): -1,\n", - " ('cpd00003', 'c'): 1,\n", - " ('cpd16503', 'k'): 1\n", - " },\n", - "#rxn08335_p_p: cpd00282_c + cpd07274_p --> cpd00247_c + cpd16503_p\n", - "#DHORD_PQ9_k : cpd00282_c + cpd07274_k --> cpd00247_c + cpd16503_k\n", - " 'DHORD_PQ9_k': {\n", - " ('cpd00282', '0'): -1, \n", - " ('cpd07274', '1'): -1, \n", - " ('cpd00247', '0'): 1,\n", - " ('cpd16503', '1'): 1\n", - " },\n", - "#FQR_k: 2.0 cpd00067_c + cpd07274_k + 2.0 cpd11620_c --> 2.0 cpd11621_c + cpd16503_k\n", - " 'FQR_k': {\n", - " ('cpd00067', '0'): -2, \n", - " ('cpd07274', '1'): -1, \n", - " ('cpd11620', '0'): -2,\n", - " ('cpd11621', '0'): 2,\n", - " ('cpd16503', '1'): 1\n", - " },\n", - "#CBFCu_k: 2.0 cpd00067_c + 2.0 cpd12265_k + cpd16503_k --> 4.0 cpd00067_k + cpd07274_k + 2.0 cpd12239_k\n", - " 'CBFCu_k': {\n", - " ('cpd00067', '0'): -2, \n", - " ('cpd12265', '1'): -2, \n", - " ('cpd16503', '1'): -1,\n", - " ('cpd00067', '1'): 4,\n", - " ('cpd07274', '1'): 1,\n", - " ('cpd12239', '1'): 2\n", - " },\n", - "}" - ] - }, - { - "cell_type": "code", - "execution_count": 150, - "id": "aecd7819-ac3f-4ec7-90f1-d262a6a5fb3e", - "metadata": {}, - "outputs": [], - "source": [ - "# CYTBDu_k -> DB with pq9" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e5d103f6-1cef-4851-a845-68eeb80298ef", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 174, - "id": "3ce735a9-be63-4144-a466-d36b4c5b09f1", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "NDH1_1u_k True\n", - "NDH1_1p_p True\n", - "NDH1_4pp_p True\n", - "NDH1_3u_k True\n", - "NDH1_2p_p True\n", - "NDH1_2u_k True\n", - "rxn08335_p_p True\n", - "DHORD_PQ9_k True\n", - "FQR_k True\n", - "CBFCu_k True\n" - ] - } - ], - "source": [ - "def test(model_mapped):\n", - " for rxn_id in super_c:\n", - " if rxn_id in model_mapped.reactions:\n", - " stoich_key, compartment_setup = super_c[rxn_id]\n", - " rxn_model = model_mapped.reactions.get_by_id(rxn_id)\n", - " #print(rxn_id, rxn_model)\n", - " #\n", - " rxn_s_model = dict(map(lambda x: (x[0].id, x[1]), rxn_model.metabolites.items()))\n", - " rxn_s_match = {}\n", - " for (cpd_id, cmp_token), v in super_s[stoich_key].items():\n", - " _cpd_id = f'{cpd_id}_{compartment_setup[cmp_token]}'\n", - " rxn_s_match[_cpd_id] = v\n", - "\n", - " valid = rxn_s_model == rxn_s_match\n", - " print(rxn_id, valid)\n", - " if not valid:\n", - " print(rxn_id, compartment_setup)\n", - " print('rxn_s_match', rxn_s_match)\n", - " print('rxn_s_model', rxn_s_model)\n", - "test(model_mapped)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e5540a3d-cfe9-4f79-8a12-d3b1ee55747e", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "85ac7e99-1a38-436d-b006-a10021d7b26a", - "metadata": {}, - "outputs": [], - "source": [ - "rxn14159: cpd00006_0 + cpd00067_0 + 2.0 cpd11620_0 <=> cpd00005_0 + 2.0 cpd11621_0\n", - "rxn14159 NADP + H+ + 2.0 Reducedferredoxin <=> NADPH + 2.0 Oxidizedferredoxin\n", - "\n", - "rxn05937: cpd00006_0 + cpd00067_0 + cpd11620_0 <=> cpd00005_0 + cpd11621_0\n", - "rxn05937 NADP + H+ + Reducedferredoxin <=> NADPH + Oxidizedferredoxin" - ] - }, - { - "cell_type": "code", - "execution_count": 228, - "id": "5247a251-46de-4338-bb3d-ae336dae5bfa", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "rxn34892: 4.0 cpd00005_0 + cpd00007_0 + cpd11621_0 + cpd30237_0 <=> 2.0 cpd00001_0 + 4.0 cpd00006_0 + cpd11620_0 + cpd30238_0 {'0'}\n", - "rxn34892 4.0 NADPH + O2 + Oxidizedferredoxin + Digalactosyldiacylglycerol (1-(9Z)-octadecenoyl,2-(7Z,10Z)-hexadecadienoyl, 18:1(9Z)/16:2(7Z,10Z)) <=> 2.0 H2O + 4.0 NADP + Reducedferredoxin + Digalactosyldiacylglycerol (1-(9Z)-octadecenoyl,2-(4Z,7Z,10Z)-hexadecatrienoyl, 18:1(9Z)/16:3(4Z,7Z,10Z))\n", - "\n" - ] - } - ], - "source": [ - "def finddd(a, b):\n", - " c = set(a) | set(b)\n", - " super_match = None\n", - " for i in c:\n", - " if i in metabolite_reactions:\n", - " if super_match is None:\n", - " super_match = set(metabolite_reactions[i])\n", - " super_match &= set(metabolite_reactions[i])\n", - " return super_match\n", - "\n", - "#finddd(['cpd00003'], ['cpd00004'])\n", - "#cpd00001_k + 2.0 cpd00067_c + cpd07274_k + 2.0 hvphoton2_c --> 0.5 cpd00007_k + 2.0 cpd00067_k + cpd16503_k\n", - "#2 cpd00001_k + 4.0 cpd00067_c + 2 cpd07274_k + 4.0 hvphoton2_c --> 1 cpd00007_k + 4.0 cpd00067_k + 2 cpd16503_k\n", - "for r in finddd(['cpd00006', 'cpd11620'], ['cpd00005', 'cpd11621']):\n", - " rxn = modelseed_git.reactions.get_by_id(r)\n", - " print(rxn, rxn.compartments)\n", - " print(rxn.id, rxn.build_reaction_string(True))\n", - " print()\n", - " break" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "cb26ddf6-393f-44b8-8bfc-c3844e02dc82", - "metadata": {}, - "outputs": [], - "source": [ - "#2 cpd00001_0 + 4.0 cpd00067_1 + 2 cpd07274_0 + cpd11632_0 --> 1 cpd00007_0 + 4.0 cpd00067_0 + 2 cpd16503_0\n", - "#2 cpd00001_k + 4.0 cpd00067_c + 2 cpd07274_k + 4.0 hvphoton2_c --> 1 cpd00007_k + 4.0 cpd00067_k + 2 cpd16503_k" - ] - }, - { - "cell_type": "code", - "execution_count": 48, - "id": "2e451f61-3ce3-4f18-b68c-d989ff5cb49e", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Reaction identifierrxn05937
NameFerredoxin:NADP+ oxidoreductase
Memory address0x07fcbbd112c70
Stoichiometry\n", - "

cpd00006_0 + cpd00067_0 + cpd11620_0 <=> cpd00005_0 + cpd11621_0

\n", - "

NADP + H+ + Reducedferredoxin <=> NADPH + Oxidizedferredoxin

\n", - "
GPR
Lower bound-1000
Upper bound1000
\n", - " " - ], - "text/plain": [ - "" - ] - }, - "execution_count": 48, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "modelseed_git.reactions.rxn05937" - ] - }, - { - "cell_type": "code", - "execution_count": 283, - "id": "fa1682e1-ecdf-4656-b174-94c5e57b2d2d", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Reaction identifierATP_syn_l__hc
NameATP synthetase(u)
Memory address0x07fcb9a4b07f0
Stoichiometry\n", - "

3.0 cpd00008[hc] + 3.0 cpd00009[hc] + 14.0 cpd00067[hl] --> 3.0 cpd00001[hc] + 3.0 cpd00002[hc] + 11.0 cpd00067[hc]

\n", - "

3.0 ADP + 3.0 Phosphate + 14.0 H+ --> 3.0 H2O + 3.0 ATP + 11.0 H+

\n", - "
GPR( A3776_RS10860 or A3776_RS13440 ) and ( A3776_RS10820 or A3776_RS10980 ) and ( A3776_RS10975 or...
Lower bound0.0
Upper bound1000.0
\n", - " " - ], - "text/plain": [ - "" - ] - }, - "execution_count": 283, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model_full.reactions.EX_cpd00027[e]" - ] - }, - { - "cell_type": "code", - "execution_count": 759, - "id": "1fddab8f-078e-4905-814a-d46dd718d971", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
NameM_iAnC892
Memory address0x07fcb9861eee0
Number of metabolites1811
Number of reactions1848
Number of groups0
Objective expression1.0*biomass_eq_33047_c0 - 1.0*biomass_eq_33047_c0_reverse_4b9c5
CompartmentsVegetative cytoplasm, Vegetative lumen, Vegetative periplasm, Extracellular space, Vegetative carboxysome, Heterocyst cytoplasm, Heterocyst lumen, Heterocyst periplasm, Pseudo compartment
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 759, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model_full_mapped = cobra.io.load_json_model('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_mapped.json')\n", - "from cobra.core import Reaction\n", - "ex_hn = Reaction('EX_cpd11632_e0', 'Exchange for photon', '', -1000, 1000)\n", - "ex_hn.add_metabolites({\n", - " model_full_mapped.metabolites.cpd11632_e0: -1\n", - "})\n", - "model_full_mapped.add_reactions([ex_hn])\n", - "model_full_mapped" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ec7eb8e0-b592-4d4f-ae94-a792ac73a124", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 769, - "id": "c83aba5d-4fb6-4933-863b-12f384d73c64", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cpd00001[vp] H2O\n", - "\t CYO1b2pp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 cpd12239[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 cpd12265[vp]\n", - "\t CYTBDpp__vc: 0.5 cpd00007[vp] + cpd16503[vp] --> cpd00001[vp] + cpd07274[vp]\n", - "\t rxn08687__vc: cpd00001[vp] <=> cpd00001[vc]\n", - "\t CYO1bpp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 focytc_6[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 ficytc_6[vp]\n", - "\t rxn08686__vc: cpd00001[e] <=> cpd00001[vp]\n", - "\n", - "\n", - "cpd00007[vp] O2\n", - "\t CYO1b2pp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 cpd12239[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 cpd12265[vp]\n", - "\t CYTBDpp__vc: 0.5 cpd00007[vp] + cpd16503[vp] --> cpd00001[vp] + cpd07274[vp]\n", - "\t rxn09031__vc: cpd00007[e] <=> cpd00007[vp]\n", - "\t CYO1bpp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 focytc_6[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 ficytc_6[vp]\n", - "\t O2tpp__vc: cpd00007[vp] <=> cpd00007[vc]\n", - "\n", - "\n", - "cpd00067[vp] H+\n", - "\t CBFC2pp__vc: 2.0 cpd00067[vc] + cpd16503[vp] + 2.0 ficytc_6[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 focytc_6[vp]\n", - "\t CBFCpp__vc: 2.0 cpd00067[vc] + 2.0 cpd12265[vp] + cpd16503[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 cpd12239[vp]\n", - "\t rxn05312__vc: cpd00009[vp] + cpd00067[vp] <=> cpd00009[vc] + cpd00067[vc]\n", - "\t rxn05602__vc: cpd00067[vp] + cpd00159[vp] <=> cpd00067[vc] + cpd00159[vc]\n", - "\t H+tex__vc: cpd00067[e] <=> cpd00067[vp]\n", - "\t NDH1_2p__vc: cpd00004[vc] + 4.0 cpd00067[vc] + cpd07274[vp] --> cpd00003[vc] + 3.0 cpd00067[vp] + cpd16503[vp]\n", - "\t rxn05209__vc: cpd00067[vc] + cpd00971[vp] <=> cpd00067[vp] + cpd00971[vc]\n", - "\t CYO1b2pp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 cpd12239[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 cpd12265[vp]\n", - "\t NDH1_4pp__vc: cpd00001[vc] + cpd00005[vc] + cpd00011[vp] + 3.0 cpd00067[vc] + cpd07274[vp] --> cpd00006[vc] + 3.0 cpd00067[vp] + cpd00242[vc] + cpd16503[vp]\n", - "\t NDH1_1p__vc: cpd00005[vc] + 4.0 cpd00067[vc] + cpd07274[vp] --> cpd00006[vc] + 3.0 cpd00067[vp] + cpd16503[vp]\n", - "\t THD2__vc: cpd00004[vc] + cpd00006[vc] + 2.0 cpd00067[vp] --> cpd00003[vc] + cpd00005[vc] + 2.0 cpd00067[vc]\n", - "\t CYO1bpp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 focytc_6[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 ficytc_6[vp]\n", - "\t ATP_syn_p__vc: 3.0 cpd00008[vc] + 3.0 cpd00009[vc] + 14.0 cpd00067[vp] --> 3.0 cpd00001[vc] + 3.0 cpd00002[vc] + 11.0 cpd00067[vc]\n", - "\n", - "\n", - "cpd07274[vp] Plastoquinone A\n", - "\t CBFC2pp__vc: 2.0 cpd00067[vc] + cpd16503[vp] + 2.0 ficytc_6[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 focytc_6[vp]\n", - "\t CBFCpp__vc: 2.0 cpd00067[vc] + 2.0 cpd12265[vp] + cpd16503[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 cpd12239[vp]\n", - "\t CYTBDpp__vc: 0.5 cpd00007[vp] + cpd16503[vp] --> cpd00001[vp] + cpd07274[vp]\n", - "\t NDH1_2p__vc: cpd00004[vc] + 4.0 cpd00067[vc] + cpd07274[vp] --> cpd00003[vc] + 3.0 cpd00067[vp] + cpd16503[vp]\n", - "\t rxn09272_p__vc: cpd00036[vc] + cpd07274[vp] --> cpd00106[vc] + cpd16503[vp]\n", - "\t NDH1_4pp__vc: cpd00001[vc] + cpd00005[vc] + cpd00011[vp] + 3.0 cpd00067[vc] + cpd07274[vp] --> cpd00006[vc] + 3.0 cpd00067[vp] + cpd00242[vc] + cpd16503[vp]\n", - "\t rxn08335_p__vc: cpd00282[vc] + cpd07274[vp] --> cpd00247[vc] + cpd16503[vp]\n", - "\t NDH1_1p__vc: cpd00005[vc] + 4.0 cpd00067[vc] + cpd07274[vp] --> cpd00006[vc] + 3.0 cpd00067[vp] + cpd16503[vp]\n", - "\n", - "\n", - "cpd12239[vp] Reduced plastocyanin\n", - "\t CYO1b2pp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 cpd12239[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 cpd12265[vp]\n", - "\t CBFCpp__vc: 2.0 cpd00067[vc] + 2.0 cpd12265[vp] + cpd16503[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 cpd12239[vp]\n", - "\n", - "\n", - "cpd12265[vp] Oxidized plastocyanin\n", - "\t CYO1b2pp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 cpd12239[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 cpd12265[vp]\n", - "\t CBFCpp__vc: 2.0 cpd00067[vc] + 2.0 cpd12265[vp] + cpd16503[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 cpd12239[vp]\n", - "\n", - "\n", - "cpd16503[vp] Plastoquinol-9\n", - "\t CBFC2pp__vc: 2.0 cpd00067[vc] + cpd16503[vp] + 2.0 ficytc_6[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 focytc_6[vp]\n", - "\t CBFCpp__vc: 2.0 cpd00067[vc] + 2.0 cpd12265[vp] + cpd16503[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 cpd12239[vp]\n", - "\t CYTBDpp__vc: 0.5 cpd00007[vp] + cpd16503[vp] --> cpd00001[vp] + cpd07274[vp]\n", - "\t NDH1_2p__vc: cpd00004[vc] + 4.0 cpd00067[vc] + cpd07274[vp] --> cpd00003[vc] + 3.0 cpd00067[vp] + cpd16503[vp]\n", - "\t rxn09272_p__vc: cpd00036[vc] + cpd07274[vp] --> cpd00106[vc] + cpd16503[vp]\n", - "\t NDH1_4pp__vc: cpd00001[vc] + cpd00005[vc] + cpd00011[vp] + 3.0 cpd00067[vc] + cpd07274[vp] --> cpd00006[vc] + 3.0 cpd00067[vp] + cpd00242[vc] + cpd16503[vp]\n", - "\t rxn08335_p__vc: cpd00282[vc] + cpd07274[vp] --> cpd00247[vc] + cpd16503[vp]\n", - "\t NDH1_1p__vc: cpd00005[vc] + 4.0 cpd00067[vc] + cpd07274[vp] --> cpd00006[vc] + 3.0 cpd00067[vp] + cpd16503[vp]\n", - "\n", - "\n", - "ficytc_6[vp] Ferricytochrome c6\n", - "\t CBFC2pp__vc: 2.0 cpd00067[vc] + cpd16503[vp] + 2.0 ficytc_6[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 focytc_6[vp]\n", - "\t CYO1bpp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 focytc_6[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 ficytc_6[vp]\n", - "\n", - "\n", - "focytc_6[vp] Ferrocytochrome c6\n", - "\t CBFC2pp__vc: 2.0 cpd00067[vc] + cpd16503[vp] + 2.0 ficytc_6[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 focytc_6[vp]\n", - "\t CYO1bpp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 focytc_6[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 ficytc_6[vp]\n", - "\n", - "\n", - "hvphoton2[vp] Photosystem 2 photon\n", - "\t PHOtpp2__vc: hvphoton2[vp] <=> hvphoton2[vc]\n", - "\t PHOtex2__vc: hvphoton2[e] <=> hvphoton2[vp]\n", - "\n", - "\n", - "hvphoton1[vp] Photosystem 1 photon\n", - "\t PHOtpp1__vc: hvphoton1[vp] <=> hvphoton1[vc]\n", - "\t PHOtex1__vc: hvphoton1[e] <=> hvphoton1[vp]\n", - "\n", - "\n", - "cpd00011[vp] CO2\n", - "\t NDH1_3u__vc: cpd00001[vc] + cpd00005[vc] + cpd00011[vp] + 3.0 cpd00067[vc] + cpd07274[vl] --> cpd00006[vc] + 3.0 cpd00067[vl] + cpd00242[vc] + cpd16503[vl]\n", - "\t NDH1_4pp__vc: cpd00001[vc] + cpd00005[vc] + cpd00011[vp] + 3.0 cpd00067[vc] + cpd07274[vp] --> cpd00006[vc] + 3.0 cpd00067[vp] + cpd00242[vc] + cpd16503[vp]\n", - "\t cpd00011excpp__vc: cpd00011[vp] <=> cpd00011[e]\n", - "\t cpd00011exccc__vc: cpd00011[vc] <=> cpd00011[vp]\n", - "\n", - "\n", - "cpd00009[vp] Phosphate\n", - "\t cpd00009excpp__vc: cpd00009[vp] <=> cpd00009[e]\n", - "\t rxn05312__vc: cpd00009[vp] + cpd00067[vp] <=> cpd00009[vc] + cpd00067[vc]\n", - "\t rxn05145__vc: cpd00001[vc] + cpd00002[vc] + cpd00009[vp] --> cpd00008[vc] + 2.0 cpd00009[vc] + cpd00067[vc]\n", - "\n", - "\n", - "cpd00048[vp] Sulfate\n", - "\t cpd00048excpp__vc: cpd00048[vp] <=> cpd00048[e]\n", - "\t rxn05153__vc: cpd00001[vc] + cpd00002[vc] + cpd00048[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00048[vc] + cpd00067[vc]\n", - "\n", - "\n", - "cpd00209[vp] Nitrate\n", - "\t cpd00209excpp__vc: cpd00209[vp] <=> cpd00209[e]\n", - "\t NO3abcpp__vc: cpd00001[vc] + cpd00002[vc] + cpd00209[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00209[vc]\n", - "\n", - "\n", - "cpd00254[vp] Mg\n", - "\t rxn05616__vc: cpd00254[vc] <=> cpd00254[vp]\n", - "\t cpd00254excpp__vc: cpd00254[vp] <=> cpd00254[e]\n", - "\n", - "\n", - "cpd10515[vp] Fe+2\n", - "\t Fe+2abc__vc: cpd00001[vc] + cpd00002[vc] + cpd10515[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd10515[vc]\n", - "\t cpd10515excpp__vc: cpd10515[vp] <=> cpd10515[e]\n", - "\n", - "\n", - "cpd00149[vp] Co2+\n", - "\t cpd00149excpp__vc: cpd00149[vp] <=> cpd00149[e]\n", - "\t rxn10474__vc: cpd00149[vc] <=> cpd00149[vp]\n", - "\n", - "\n", - "cpd00034[vp] Zn2+\n", - "\t cpd00034excpp__vc: cpd00034[vp] <=> cpd00034[e]\n", - "\t Znabc__vc: cpd00001[vc] + cpd00002[vc] + cpd00034[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00034[vc] + cpd00067[vc]\n", - "\n", - "\n", - "cpd00058[vp] Cu2+\n", - "\t rxn05528__vc: cpd00001[vc] + cpd00002[vc] + cpd00058[vc] --> cpd00008[vc] + cpd00009[vc] + cpd00058[vp] + cpd00067[vc]\n", - "\t cpd00058excpp__vc: cpd00058[vp] <=> cpd00058[e]\n", - "\t rxn10481__vc: cpd00001[vc] + cpd00002[vc] + cpd00058[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00058[vc] + cpd00067[vc]\n", - "\n", - "\n", - "cpd20863[vp] Mn2+\n", - "\t cpd20863excpp__vc: cpd20863[vp] <=> cpd20863[e]\n", - "\t Mn+2abc__vc: cpd00001[vc] + cpd00002[vc] + cpd20863[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd20863[vc]\n", - "\n", - "\n", - "cpd00063[vp] Ca2+\n", - "\t rxn05513__vc: cpd00001[vc] + cpd00002[vc] + cpd00063[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00063[vc] + cpd00067[vc]\n", - "\t cpd00063excpp__vc: cpd00063[vp] <=> cpd00063[e]\n", - "\n", - "\n", - "cpd00205[vp] K+\n", - "\t cpd00205excpp__vc: cpd00205[vp] <=> cpd00205[e]\n", - "\t Kabc__vc: cpd00001[vc] + cpd00002[vc] + cpd00205[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00205[vc]\n", - "\t rxn05206__vc: cpd00205[vp] <=> cpd00205[vc]\n", - "\n", - "\n", - "cpd00971[vp] Na+\n", - "\t H2CO3_NAt_syn__vc: cpd00242[vp] + cpd00971[vp] --> cpd00242[vc] + cpd00971[vc]\n", - "\t rxn05209__vc: cpd00067[vc] + cpd00971[vp] <=> cpd00067[vp] + cpd00971[vc]\n", - "\t cpd00971excpp__vc: cpd00971[vp] <=> cpd00971[e]\n", - "\n", - "\n", - "cpd11574[vp] Molybdate\n", - "\t cpd11574excpp__vc: cpd11574[vp] <=> cpd11574[e]\n", - "\t rxn05619__vc: cpd00001[vc] + cpd00002[vc] + cpd11574[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd11574[vc]\n", - "\n", - "\n", - "cpd00027[vp] D-Glucose\n", - "\t cpd00027excpp__vc: cpd00027[vp] <=> cpd00027[e]\n", - "\t rxn05147__vc: cpd00001[vc] + cpd00002[vc] + cpd00027[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00027[vc] + cpd00067[vc]\n", - "\n", - "\n", - "cpd00053[vp] L-Glutamine\n", - "\t rxn05155__vc: cpd00001[vc] + cpd00002[vc] + cpd00053[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00053[vc] + cpd00067[vc]\n", - "\t cpd00053excpp__vc: cpd00053[vp] <=> cpd00053[e]\n", - "\n", - "\n", - "cpd00107[vp] L-Leucine\n", - "\t cpd00107excpp__vc: cpd00107[vp] <=> cpd00107[e]\n", - "\t rxn05161__vc: cpd00001[vc] + cpd00002[vc] + cpd00107[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00107[vc]\n", - "\n", - "\n", - "cpd00118[vp] Putrescine\n", - "\t rxn05163__vc: cpd00001[vc] + cpd00002[vc] + cpd00118[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00118[vc]\n", - "\t cpd00118excpp__vc: cpd00118[vp] <=> cpd00118[e]\n", - "\n", - "\n", - "cpd00129[vp] L-Proline\n", - "\t rxn05165__vc: cpd00001[vc] + cpd00002[vc] + cpd00129[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00129[vc]\n", - "\t cpd00129excpp__vc: cpd00129[vp] <=> cpd00129[e]\n", - "\n", - "\n", - "cpd00156[vp] L-Valine\n", - "\t rxn05168__vc: cpd00001[vc] + cpd00002[vc] + cpd00156[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00156[vc]\n", - "\t cpd00156excpp__vc: cpd00156[vp] <=> cpd00156[e]\n", - "\n", - "\n", - "cpd00179[vp] Maltose\n", - "\t cpd00179excpp__vc: cpd00179[vp] <=> cpd00179[e]\n", - "\t rxn05170__vc: cpd00001[vc] + cpd00002[vc] + cpd00179[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00179[vc]\n", - "\n", - "\n", - "cpd00264[vp] Spermidine\n", - "\t cpd00264excpp__vc: cpd00264[vp] <=> cpd00264[e]\n", - "\t rxn05175__vc: cpd00001[vc] + cpd00002[vc] + cpd00264[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00264[vc]\n", - "\n", - "\n", - "cpd00268[vp] H2S2O3\n", - "\t cpd00268excpp__vc: cpd00268[vp] <=> cpd00268[e]\n", - "\t rxn05176__vc: cpd00001[vc] + cpd00002[vc] + cpd00268[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00268[vc]\n", - "\n", - "\n", - "cpd00322[vp] L-Isoleucine\n", - "\t cpd00322excpp__vc: cpd00322[vp] <=> cpd00322[e]\n", - "\t rxn05179__vc: cpd00001[vc] + cpd00002[vc] + cpd00322[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00322[vc]\n", - "\n", - "\n", - "cpd03725[vp] Fe(III)dicitrate\n", - "\t rxn05189__vc: cpd00001[vc] + cpd00002[vc] + cpd03725[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd03725[vc]\n", - "\t cpd03725excpp__vc: cpd03725[vp] <=> cpd03725[e]\n", - "\n", - "\n", - "cpd00060[vp] L-Methionine\n", - "\t rxn05219__vc: cpd00001[vc] + cpd00002[vc] + cpd00060[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00060[vc] + cpd00067[vc]\n", - "\t cpd00060excpp__vc: cpd00060[vp] <=> cpd00060[e]\n", - "\n", - "\n", - "cpd00104[vp] BIOT\n", - "\t rxn05223__vc: cpd00001[vc] + cpd00002[vc] + cpd00104[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00104[vc]\n", - "\t cpd00104excpp__vc: cpd00104[vp] <=> cpd00104[e]\n", - "\n", - "\n", - "cpd01012[vp] Cd2+\n", - "\t rxn05516__vc: cpd00001[vc] + cpd00002[vc] + cpd01012[vc] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd01012[vp]\n", - "\t cpd01012excpp__vc: cpd01012[vp] <=> cpd01012[e]\n", - "\n", - "\n", - "cpd11593[vp] ala-L-asp-L\n", - "\t cpd11593excpp__vc: cpd11593[vp] <=> cpd11593[e]\n", - "\t rxn05533__vc: cpd00001[vc] + cpd00002[vc] + cpd11593[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd11593[vc]\n", - "\n", - "\n", - "cpd00159[vp] L-Lactate\n", - "\t cpd00159excpp__vc: cpd00159[vp] <=> cpd00159[e]\n", - "\t rxn05602__vc: cpd00067[vp] + cpd00159[vp] <=> cpd00067[vc] + cpd00159[vc]\n", - "\n", - "\n", - "cpd01262[vp] Amylotriose\n", - "\t cpd01262excpp__vc: cpd01262[vp] <=> cpd01262[e]\n", - "\t rxn05608__vc: cpd00001[vc] + cpd00002[vc] + cpd01262[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd01262[vc]\n", - "\n", - "\n", - "cpd01329[vp] Maltohexaose\n", - "\t rxn10174__vc: cpd00001[vc] + cpd00002[vc] + cpd01329[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd01329[vc]\n", - "\t cpd01329excpp__vc: cpd01329[vp] <=> cpd01329[e]\n", - "\n", - "\n", - "cpd00099[vp] Cl-\n", - "\t rxn10473__vc: cpd00099[vp] <=> cpd00099[vc]\n", - "\n", - "\n", - "cpd00242[vp] H2CO3\n", - "\t H2CO3_abc__vc: cpd00001[vc] + cpd00002[vc] + cpd00242[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00242[vc]\n", - "\t H2CO3_NAt_syn__vc: cpd00242[vp] + cpd00971[vp] --> cpd00242[vc] + cpd00971[vc]\n", - "\t cpd00242excpp__vc: cpd00242[vp] <=> cpd00242[e]\n", - "\n", - "\n", - "cpd00013[vp] cpd00013[p]\n", - "\t cpd00013excpp__vc: cpd00013[vp] --> cpd00013[e]\n", - "\t cpd00013exccc__vc: cpd00013[vc] <=> cpd00013[vp]\n", - "\n", - "\n", - "cpd11640[vp] H2\n", - "\t cpd11640excpp_vc: cpd11640[vp] <=> cpd11640[e]\n", - "\t cpd11640exccc_vc: cpd11640[vc] <=> cpd11640[vp]\n", - "\n", - "\n" - ] - } - ], - "source": [ - "for m in model_full.metabolites:\n", - " if m.compartment == 'vp':\n", - " print(m, m.name)\n", - " for r in m.reactions:\n", - " print('\\t', r)\n", - " print()\n", - " print()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "0c285e04-fc3d-462f-abce-c6435ca56cba", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "812e5a16-c3a7-4577-98bf-8346c9e811c5", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 633, - "id": "98bd0d4f-9585-4541-9503-4fcbf244c235", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "#model_full_mapped.summary()\n", - "#0.18240098144906972\n", - "#cpd00242_e0\tEX_cpd00242[e]\t8.486\n", - "#hvphoton1_e0\tEX_PHO1\t61.35\n", - "#hvphoton2_e0\tEX_PHO2\t51.03\n", - "sol = cobra.flux_analysis.pfba(model_full_mapped)" - ] - }, - { - "cell_type": "code", - "execution_count": 629, - "id": "9a25e79f-d12d-4042-aa58-3a2170b3484f", - "metadata": {}, - "outputs": [], - "source": [ - "sol.fluxes.to_csv('/home/fliu/workspace/data/sbml/iAnC892/solution_wt.csv')" - ] - }, - { - "cell_type": "code", - "execution_count": 733, - "id": "2ab58b78-9847-4444-9f61-c940ebce039a", - "metadata": {}, - "outputs": [], - "source": [ - "model_full_json = None\n", - "with open('/home/fliu/workspace/data/sbml/iAnC892/iAnC892.json', 'r') as fh:\n", - " model_full_json = json.load(fh)" - ] - }, - { - "cell_type": "code", - "execution_count": 734, - "id": "b8f2c41f-426b-4bdd-b080-7ef741199964", - "metadata": {}, - "outputs": [], - "source": [ - "%run /home/fliu/workspace/data/sbml/iAnC892/tools.py" - ] - }, - { - "cell_type": "code", - "execution_count": 735, - "id": "60d7252c-cbac-41f0-a07c-f234e55922a7", - "metadata": {}, - "outputs": [], - "source": [ - "model_full_json_copy = copy.deepcopy(model_full_json)" - ] - }, - { - "cell_type": "code", - "execution_count": 736, - "id": "fb7d5dec-aa93-4a27-b6c3-2c45f48419e9", - "metadata": {}, - "outputs": [], - "source": [ - "MyIntegrator.rename_compound('hvphoton1[vp]', 'cpd11632[e]', model_full_json_copy)\n", - "MyIntegrator.rename_compound('hvphoton1[hp]', 'cpd11632[e]', model_full_json_copy)\n", - "MyIntegrator.rename_compound('hvphoton2[vp]', 'cpd11632[e]', model_full_json_copy)\n", - "MyIntegrator.rename_compound('hvphoton1[vc]', 'cpd11632[vc]', model_full_json_copy)\n", - "MyIntegrator.rename_compound('hvphoton1[hc]', 'cpd11632[hc]', model_full_json_copy)\n", - "MyIntegrator.rename_compound('hvphoton2[vc]', 'cpd11632[vc]', model_full_json_copy)\n", - "MyIntegrator.delete_reaction('PHOtex1__vc', model_full_json_copy)\n", - "MyIntegrator.delete_reaction('PHOtex1__hc', model_full_json_copy)\n", - "MyIntegrator.delete_reaction('PHOtex2__vc', model_full_json_copy)\n", - "MyIntegrator.delete_reaction('EX_PHO2', model_full_json_copy)\n", - "MyIntegrator.delete_reaction('EX_PHO1', model_full_json_copy)\n", - "MyIntegrator.rename_compound('cpd00011[hp]', 'cpd00011[e]', model_full_json_copy)\n", - "MyIntegrator.rename_compound('cpd00011[vp]', 'cpd00011[e]', model_full_json_copy)\n", - "MyIntegrator.delete_reaction('cpd00011excpp__vc', model_full_json_copy)\n", - "MyIntegrator.delete_reaction('cpd00011excpp__hc', model_full_json_copy)\n", - "MyIntegrator.delete_reaction('EX_cpd00011[e]', model_full_json_copy)" - ] - }, - { - "cell_type": "code", - "execution_count": 771, - "id": "24e91372-5a3b-4b4e-8166-ffa7485489dc", - "metadata": {}, - "outputs": [], - "source": [ - "remove_periplasm_rename = {\n", - " 'cpd07274[hp]': 'cpd07274[hc]',\n", - " 'cpd16503[hp]': 'cpd16503[hc]',\n", - " 'ficytc_6[hp]': 'ficytc_6[hc]',\n", - " 'focytc_6[hp]': 'focytc_6[hc]',\n", - " 'cpd12239[hp]': 'cpd12239[hc]',\n", - " 'cpd12265[hp]': 'cpd12265[hc]',\n", - " 'cpd07274[vp]': 'cpd07274[vc]',\n", - " 'cpd16503[vp]': 'cpd16503[vc]',\n", - " 'cpd12239[vp]': 'cpd12239[vc]',\n", - " 'cpd12265[vp]': 'cpd12265[vc]',\n", - " 'ficytc_6[vp]': 'ficytc_6[vc]',\n", - " 'focytc_6[vp]': 'focytc_6[vc]'\n", - "}\n", - "for i in remove_periplasm_rename:\n", - " MyIntegrator.rename_compound(i, remove_periplasm_rename[i], model_full_json_copy)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "c89462da-a3a7-45fe-919f-e565fb705dff", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 737, - "id": "88d7d41f-cd06-45ee-8731-0c9e9ba85104", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "dict_keys(['cpd11632[vc]', 'cpd11632[e]'])\n", - "3\n", - "dict_keys([])\n" - ] - } - ], - "source": [ - "dups = MyIntegrator.dups(model_full_json_copy)\n", - "print(dups.keys())\n", - "deleted = MyIntegrator.filter_dups(model_full_json_copy)\n", - "print(len(deleted))\n", - "dups = MyIntegrator.dups(model_full_json_copy)\n", - "print(dups.keys())" - ] - }, - { - "cell_type": "code", - "execution_count": 738, - "id": "1929e025-214b-446b-8d1f-490663d5f10a", - "metadata": {}, - "outputs": [], - "source": [ - "integrate = MyIntegrator(model_full_json_copy)" - ] - }, - { - "cell_type": "code", - "execution_count": 739, - "id": "baa64ef9-8558-403c-8299-4cd9d1336261", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "EX_PHO2\n", - "EX_PHO1\n", - "suc_vc_hc_exch\n", - "glu_vc_hc_exch\n", - "akg_vc_hc_exch\n", - "gln_vc_hc_exch\n", - "cpd11640exccc_hc\n", - "cpd11640excpp_hc\n", - "cpd11640exccc_vc\n", - "cpd11640excpp_vc\n" - ] - } - ], - "source": [ - "model_full_json_mapped = integrate.integrate_full_model_to_seed()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "cba75c10-00b5-4e6a-ab88-84e8ad260bb7", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4293a86d-4b70-4c1a-bb29-f49cdee9b103", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "5a8cf903-9d58-407f-928f-4f48484100b9", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 709, - "id": "324774c0-5326-4b84-a425-12ee893de575", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[('hvphoton1[e]', 'hvphoton1_e0')]" - ] - }, - "execution_count": 709, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "list(filter(lambda x: x[1] == 'hvphoton1_e0', integrate.compound_rename.items()))" - ] - }, - { - "cell_type": "code", - "execution_count": 740, - "id": "aaf84997-655d-470a-99ea-259f4ad66886", - "metadata": {}, - "outputs": [], - "source": [ - "from modelseedpy.core.msmodel import get_cmp_token\n", - "ids = set()\n", - "for rxn_from in integrate.reaction_rename:\n", - " rxn_to = integrate.reaction_rename[rxn_from]\n", - " if rxn_to in ids:\n", - " print('!')\n", - " ids.add(rxn_to)\n", - " integrate.data_reactions[rxn_from]['id'] = rxn_to" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "2060ff4e-5c96-41f1-8e39-89faca94f47b", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 744, - "id": "0dcbbccd-74b0-4412-852e-4d8a7f53259b", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "PHOtpp1_c1 {'c', 'e'} {'1', '0'} 16.433701168825166\n", - "H+tex_c1 {'e', 'p'} {'0', '1'} 1.8604672397566566\n", - "rxn08686_c1 {'e', 'p'} {'0', '1'} -0.6301653188076215\n", - "rxn09031_c1 {'e', 'p'} {'0', '1'} 0.007060133469360138\n", - "cpd00011excpp_c1 {'e', 'p'} {'0', '1'} 0.9082375363436314\n", - "cpd00528excpp_c1 {'e', 'p'} {'1', '0'} -0.6772462674375839\n", - "cpd00009excpp_c1 {'e', 'p'} {'0', '1'} -0.007102530301648417\n", - "cpd00048excpp_c1 {'e', 'p'} {'0', '1'} -0.006401000613388471\n", - "cpd00254excpp_c1 {'e', 'p'} {'0', '1'} -0.0005122802570501466\n", - "cpd10515excpp_c1 {'e', 'p'} {'1', '0'} -0.0002548326163591996\n", - "cpd00149excpp_c1 {'e', 'p'} {'0', '1'} -5.7935855860126646e-05\n", - "cpd00034excpp_c1 {'e', 'p'} {'0', '1'} -5.395734017578539e-05\n", - "cpd00058excpp_c1 {'e', 'p'} {'0', '1'} -5.395734017578539e-05\n", - "cpd20863excpp_c1 {'e', 'p'} {'0', '1'} -5.395734017578539e-05\n", - "cpd00063excpp_c1 {'e', 'p'} {'0', '1'} -8.084697174853654e-05\n", - "cpd00205excpp_c1 {'e', 'p'} {'0', '1'} -0.0030344325960243667\n", - "cpd00971excpp_c1 {'e', 'p'} {'0', '1'} -6.749119447730253e-05\n", - "cpd11574excpp_c1 {'e', 'p'} {'0', '1'} -5.395734017578539e-05\n", - "suc_vc_hc_exch {'c'} {'1', '0'} -0.21715810373903982\n", - "glu_vc_hc_exch {'c', 'z'} {'1', '0'} -1.2313574522131312\n", - "akg_vc_hc_exch {'c'} {'1', '0'} 0.18524178733858515\n", - "gln_vc_hc_exch {'c', 'z'} {'1', '0'} 1.2313574522131312\n" - ] - } - ], - "source": [ - "import math\n", - "data_metabolites = dict(map(lambda x: (x['id'], x), model_full_json_mapped['metabolites']))\n", - "for r in model_full_json_mapped['reactions']:\n", - " #print(r['id'])\n", - " metabolites = list(map(lambda x: data_metabolites[x], r['metabolites']))\n", - " indexes = set(map(lambda x: x['index'], metabolites))\n", - " cmps = set(map(lambda x: x['compartment'][:-1], metabolites))\n", - " rxn_cmp = get_cmp_token(cmps)\n", - " if cmps == {'e', 'p'}:\n", - " rxn_cmp = 'p'\n", - " if cmps == {'c', 'k', 'p'}:\n", - " rxn_cmp = 'k'\n", - " if rxn_cmp is None:\n", - " print(r['id'], cmps, rxn_cmp)\n", - " elif len(indexes) == 1:\n", - " suffix = rxn_cmp + list(indexes)[0]\n", - " if not r['id'].endswith(suffix):\n", - " #print(r['id'], suffix)\n", - " pass\n", - " flux = sol.fluxes[r['id']]\n", - " if len(indexes) > 1 and math.fabs(flux) > 0:\n", - " print(r['id'], cmps, indexes, flux)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "473bc9a7-3e78-44b6-b87e-1ab3fff2ea4a", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 745, - "id": "505556a3-4fcc-40fd-a37f-1fab7e8b463a", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[]" - ] - }, - "execution_count": 745, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "list(filter(lambda x: x[1] == 'EX_cpd0000_e0', integrate.reaction_rename.items()))" - ] - }, - { - "cell_type": "code", - "execution_count": 746, - "id": "08c92fed-8be6-4468-a60d-e0bd9ab48f93", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "ATP_syn_l__vc ATP_syn_l_c0\n" - ] - } - ], - "source": [ - "for k in integrate.reaction_rename:\n", - " print(k, integrate.reaction_rename[k])\n", - " break" - ] - }, - { - "cell_type": "code", - "execution_count": 760, - "id": "69973892-14d1-445e-a506-7272c3047383", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Reaction identifiercpd00011excpp_c1
Namecpd00011excpp
Memory address0x07fcb94191fd0
Stoichiometry\n", - "

cpd00011_p1 <=> cpd00011_e0

\n", - "

CO2 <=> CO2

\n", - "
GPR
Lower bound-1000.0
Upper bound1000.0
\n", - " " - ], - "text/plain": [ - "" - ] - }, - "execution_count": 760, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model_full_mapped.reactions.cpd00011excpp_c1 " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4cf13aff-6bcd-4a99-a478-0212d026b9a0", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "c5c45e5a-1ba8-43d9-afc6-39048a2ade64", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "8ce93e61-3ba0-4603-bbcc-e84d354dae7c", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "11c59915-3a0d-4f03-b714-16f24815e512", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "9244e73d-78d5-4911-9863-3a59c20fb427", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "5c41e259-e868-4246-abd9-f1205eb16c06", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 747, - "id": "2d542962-b016-4b4b-9c0b-9ec7eba7edcc", - "metadata": {}, - "outputs": [], - "source": [ - "with open('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_mapped.json', 'w') as fh:\n", - " fh.write(json.dumps(model_full_json_mapped))" - ] - }, - { - "cell_type": "code", - "execution_count": 343, - "id": "3370b6d6-2946-4bc1-bb00-ca6ef02d959c", - "metadata": {}, - "outputs": [], - "source": [ - "model_full = cobra.io.load_json_model('/home/fliu/workspace/data/sbml/iAnC892/iAnC892.json')" - ] - }, - { - "cell_type": "code", - "execution_count": 324, - "id": "909b54c1-9229-465a-a166-39f409bdd419", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 biomass_eq_33047__vc = 19.82460353465784

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
hvphoton1[e]EX_PHO110000.00%
cpd00007[e]EX_cpd00007[e]32500.00%
cpd00009[e]EX_cpd00009[e]7.60100.00%
cpd00013[e]EX_cpd00013[e]74.5200.00%
cpd00027[e]EX_cpd00027[e]164.6681.61%
cpd00034[e]EX_cpd00034[e]0.058700.00%
cpd00048[e]EX_cpd00048[e]1.31500.00%
cpd00053[e]EX_cpd00053[e]16.0656.63%
cpd00058[e]EX_cpd00058[e]0.058700.00%
cpd00060[e]EX_cpd00060[e]5.52352.28%
cpd00063[e]EX_cpd00063[e]0.0879500.00%
cpd00067[e]EX_cpd00067[e]100000.00%
cpd00107[e]EX_cpd00107[e]3.37561.67%
cpd00118[e]EX_cpd00118[e]0.6240.20%
cpd00129[e]EX_cpd00129[e]5.88652.43%
cpd00149[e]EX_cpd00149[e]0.0630300.00%
cpd00156[e]EX_cpd00156[e]3.851.57%
cpd00205[e]EX_cpd00205[e]3.30100.00%
cpd00254[e]EX_cpd00254[e]0.557300.00%
cpd00264[e]EX_cpd00264[e]0.126170.07%
cpd00322[e]EX_cpd00322[e]7.11463.53%
cpd00971[e]EX_cpd00971[e]0.0734200.00%
cpd10515[e]EX_cpd10515[e]0.277200.00%
cpd11574[e]EX_cpd11574[e]0.058700.00%
cpd20863[e]EX_cpd20863[e]0.058700.00%

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
cpd15380[hc]DM_cpd15380__hc-0.000782850.00%
cpd15380[vc]DM_cpd15380__vc-0.00432450.01%
dialurate[hc]DM_dialurate__hc-3.979E-0640.00%
dialurate[vc]DM_dialurate__vc-0.00432440.00%
cpd00001[e]EX_cpd00001[e]-68700.00%
cpd00011[e]EX_cpd00011[e]-372199.99%
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 324, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model_full.medium = {\n", - " 'EX_PHO2': 0, #Photosystem 2 photon\n", - "'EX_PHO1': 100, #Photosystem 1 photon\n", - "'EX_cpd00067[e]': 1000, #H+\n", - "'EX_cpd00001[e]': 1000, #H2O\n", - "'EX_cpd00007[e]': 1000, #O2\n", - "'EX_cpd00009[e]': 1000, #Phosphate\n", - "'EX_cpd00048[e]': 1000, #Sulfate\n", - "'EX_cpd00209[e]': 1000, #Nitrate\n", - "'EX_cpd00254[e]': 1000, #Mg\n", - "'EX_cpd10515[e]': 1000, #Fe+2\n", - "'EX_cpd00149[e]': 1000, #Co2+\n", - "'EX_cpd00034[e]': 1000, #Zn2+\n", - "'EX_cpd00058[e]': 1000, #Cu2+\n", - "'EX_cpd20863[e]': 1000, #Mn2+\n", - "'EX_cpd00063[e]': 1000, #Ca2+\n", - "'EX_cpd00205[e]': 1000, #K+\n", - "'EX_cpd00971[e]': 1000, #Na+\n", - "'EX_cpd11574[e]': 1000, #Molybdate\n", - "'EX_cpd00011[e]': 1000, #CO2\n", - "'EX_cpd00528[e]': 0, #N2\n", - "'EX_cpd00027[e]': 1000, #D-Glucose\n", - "'EX_cpd00053[e]': 1000, #L-Glutamine\n", - "'EX_cpd00107[e]': 1000, #L-Leucine\n", - "'EX_cpd00118[e]': 1000, #Putrescine\n", - "'EX_cpd00129[e]': 1000, #L-Proline\n", - "'EX_cpd00156[e]': 1000, #L-Valine\n", - "'EX_cpd00179[e]': 1000, #Maltose\n", - "'EX_cpd00264[e]': 1000, #Spermidine\n", - "'EX_cpd00268[e]': 1000, #H2S2O3\n", - "'EX_cpd00322[e]': 1000, #L-Isoleucine\n", - "'EX_cpd03725[e]': 1000, #Fe(III)dicitrate\n", - "'EX_cpd00060[e]': 1000, #L-Methionine\n", - "'EX_cpd00104[e]': 1000, #BIOT\n", - "'EX_cpd01012[e]': 1000, #Cd2+\n", - "'EX_cpd11593[e]': 1000, #ala-L-asp-L\n", - "'EX_cpd00159[e]': 1000, #L-Lactate\n", - "'EX_cpd01262[e]': 1000, #Amylotriose\n", - "'EX_cpd01329[e]': 1000, #Maltohexaose\n", - "'EX_cpd00242[e]': 1000, #H2CO3\n", - "'EX_cpd00013[e]': 1000, #cpd00013[e]\n", - "'EX_cpd11640[e]': 1000, #H2\n", - "}\n", - "model_full.summary()" - ] - }, - { - "cell_type": "code", - "execution_count": 301, - "id": "497cee18-a89d-48cc-9015-b0fd72d97cc5", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "hvphoton2[e] Photosystem 2 photon\n", - "hvphoton1[e] Photosystem 1 photon\n", - "cpd00067[e] H+\n", - "cpd00001[e] H2O\n", - "cpd00009[e] Phosphate\n", - "cpd00048[e] Sulfate\n", - "cpd00254[e] Mg\n", - "cpd10515[e] Fe+2\n", - "cpd00149[e] Co2+\n", - "cpd00034[e] Zn2+\n", - "cpd00058[e] Cu2+\n", - "cpd20863[e] Mn2+\n", - "cpd00063[e] Ca2+\n", - "cpd00205[e] K+\n", - "cpd00971[e] Na+\n", - "cpd11574[e] Molybdate\n", - "cpd00528[e] N2\n", - "cpd00242[e] H2CO3\n" - ] - } - ], - "source": [ - "base_n2_light1_2 = {\n", - " 'EX_PHO2': 100.0,\n", - " 'EX_PHO1': 100.0,\n", - " 'EX_cpd00528[e]': 10.0,\n", - " 'EX_cpd00067[e]': 1000.0,\n", - " 'EX_cpd00001[e]': 1000.0,\n", - " 'EX_cpd00009[e]': 1000.0,\n", - " 'EX_cpd00048[e]': 1000.0,\n", - " 'EX_cpd00254[e]': 1000.0,\n", - " 'EX_cpd10515[e]': 1000.0,\n", - " 'EX_cpd00149[e]': 1000.0,\n", - " 'EX_cpd00034[e]': 1000.0,\n", - " 'EX_cpd00058[e]': 1000.0,\n", - " 'EX_cpd20863[e]': 1000.0,\n", - " 'EX_cpd00063[e]': 1000.0,\n", - " 'EX_cpd00205[e]': 1000.0,\n", - " 'EX_cpd00971[e]': 1000.0,\n", - " 'EX_cpd11574[e]': 1000.0,\n", - "}\n", - "default_medium = {\n", - " 'EX_PHO2': 100.0,\n", - " 'EX_PHO1': 100.0,\n", - " 'EX_cpd00067[e]': 1000.0,\n", - " 'EX_cpd00001[e]': 1000.0,\n", - " 'EX_cpd00009[e]': 1000.0,\n", - " 'EX_cpd00048[e]': 1000.0,\n", - " 'EX_cpd00254[e]': 1000.0,\n", - " 'EX_cpd10515[e]': 1000.0,\n", - " 'EX_cpd00149[e]': 1000.0,\n", - " 'EX_cpd00034[e]': 1000.0,\n", - " 'EX_cpd00058[e]': 1000.0,\n", - " 'EX_cpd20863[e]': 1000.0,\n", - " 'EX_cpd00063[e]': 1000.0,\n", - " 'EX_cpd00205[e]': 1000.0,\n", - " 'EX_cpd00971[e]': 1000.0,\n", - " 'EX_cpd11574[e]': 1000.0,\n", - " 'EX_cpd00528[e]': 10.0,\n", - " 'EX_cpd00242[e]': 8.486\n", - "}\n", - "for k in default_medium:\n", - " cpd = list(model_full.reactions.get_by_id(k).metabolites)[0]\n", - " print(cpd.id, cpd.name)" - ] - }, - { - "cell_type": "code", - "execution_count": 323, - "id": "fba8d8b9-30e4-49fa-9482-9366d2fa3bcb", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "'EX_PHO2': 1000, #Photosystem 2 photon\n", - "'EX_PHO1': 1000, #Photosystem 1 photon\n", - "'EX_cpd00067[e]': 1000, #H+\n", - "'EX_cpd00001[e]': 1000, #H2O\n", - "'EX_cpd00007[e]': 1000, #O2\n", - "'EX_cpd00009[e]': 1000, #Phosphate\n", - "'EX_cpd00048[e]': 1000, #Sulfate\n", - "'EX_cpd00209[e]': 1000, #Nitrate\n", - "'EX_cpd00254[e]': 1000, #Mg\n", - "'EX_cpd10515[e]': 1000, #Fe+2\n", - "'EX_cpd00149[e]': 1000, #Co2+\n", - "'EX_cpd00034[e]': 1000, #Zn2+\n", - "'EX_cpd00058[e]': 1000, #Cu2+\n", - "'EX_cpd20863[e]': 1000, #Mn2+\n", - "'EX_cpd00063[e]': 1000, #Ca2+\n", - "'EX_cpd00205[e]': 1000, #K+\n", - "'EX_cpd00971[e]': 1000, #Na+\n", - "'EX_cpd11574[e]': 1000, #Molybdate\n", - "'EX_cpd00011[e]': 1000, #CO2\n", - "'EX_cpd00528[e]': 1000, #N2\n", - "'EX_cpd00027[e]': 1000, #D-Glucose\n", - "'EX_cpd00053[e]': 1000, #L-Glutamine\n", - "'EX_cpd00107[e]': 1000, #L-Leucine\n", - "'EX_cpd00118[e]': 1000, #Putrescine\n", - "'EX_cpd00129[e]': 1000, #L-Proline\n", - "'EX_cpd00156[e]': 1000, #L-Valine\n", - "'EX_cpd00179[e]': 1000, #Maltose\n", - "'EX_cpd00264[e]': 1000, #Spermidine\n", - "'EX_cpd00268[e]': 1000, #H2S2O3\n", - "'EX_cpd00322[e]': 1000, #L-Isoleucine\n", - "'EX_cpd03725[e]': 1000, #Fe(III)dicitrate\n", - "'EX_cpd00060[e]': 1000, #L-Methionine\n", - "'EX_cpd00104[e]': 1000, #BIOT\n", - "'EX_cpd01012[e]': 1000, #Cd2+\n", - "'EX_cpd11593[e]': 1000, #ala-L-asp-L\n", - "'EX_cpd00159[e]': 1000, #L-Lactate\n", - "'EX_cpd01262[e]': 1000, #Amylotriose\n", - "'EX_cpd01329[e]': 1000, #Maltohexaose\n", - "'EX_cpd00242[e]': 1000, #H2CO3\n", - "'EX_cpd00013[e]': 1000, #cpd00013[e]\n", - "'EX_cpd11640[e]': 1000, #H2\n" - ] - } - ], - "source": [ - "for e in model_full.exchanges:\n", - " cpd = list(e.metabolites)[0]\n", - " print(f\"'{e.id}': 1000, #{cpd.name}\")" - ] - }, - { - "cell_type": "code", - "execution_count": 312, - "id": "cff260a5-9a7c-4b67-9535-ad2638b8a903", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "EX_cpd00007[e] O2 nan\n", - "EX_cpd00209[e] Nitrate nan\n", - "EX_cpd00011[e] CO2 0.005403764017101146\n", - "EX_cpd00027[e] D-Glucose 0.12362258410257106\n", - "EX_cpd00053[e] L-Glutamine 0.09997882008547625\n", - "EX_cpd00107[e] L-Leucine nan\n", - "EX_cpd00118[e] Putrescine nan\n", - "EX_cpd00129[e] L-Proline nan\n", - "EX_cpd00156[e] L-Valine nan\n", - "EX_cpd00179[e] Maltose nan\n", - "EX_cpd00264[e] Spermidine nan\n", - "EX_cpd00268[e] H2S2O3 nan\n", - "EX_cpd00322[e] L-Isoleucine nan\n", - "EX_cpd03725[e] Fe(III)dicitrate nan\n", - "EX_cpd00060[e] L-Methionine nan\n", - "EX_cpd00104[e] BIOT nan\n", - "EX_cpd01012[e] Cd2+ nan\n", - "EX_cpd11593[e] ala-L-asp-L nan\n", - "EX_cpd00159[e] L-Lactate nan\n", - "EX_cpd01262[e] Amylotriose nan\n", - "EX_cpd01329[e] Maltohexaose nan\n", - "EX_cpd00242[e] H2CO3 0.005403764017096219\n", - "EX_cpd00013[e] cpd00013[e] nan\n", - "EX_cpd11640[e] H2 nan\n" - ] - } - ], - "source": [ - "import copy\n", - "for e in model_full.exchanges:\n", - " if e.id not in base_n2_light1_2:\n", - " cpd = list(e.metabolites)[0]\n", - " m = copy.deepcopy(base_n2_light1_2)\n", - " m.update({'EX_cpd00007[e]': 1000})\n", - " m.update({e.id: 1})\n", - " model_full.medium = m\n", - " v = model_full.slim_optimize()\n", - " print(e.id, cpd.name, v)" - ] - }, - { - "cell_type": "code", - "execution_count": 304, - "id": "38dfa2e6-ed22-4dd6-b031-3c9d058d51ea", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "EX_cpd00007[e] O2 nan\n", - "EX_cpd00209[e] Nitrate nan\n", - "EX_cpd00011[e] CO2 0.005403764017095576\n", - "EX_cpd00027[e] D-Glucose 0.12362258410257534\n", - "EX_cpd00053[e] L-Glutamine 0.09997882008547528\n", - "EX_cpd00107[e] L-Leucine nan\n", - "EX_cpd00118[e] Putrescine nan\n", - "EX_cpd00129[e] L-Proline nan\n", - "EX_cpd00156[e] L-Valine nan\n", - "EX_cpd00179[e] Maltose nan\n", - "EX_cpd00264[e] Spermidine nan\n", - "EX_cpd00268[e] H2S2O3 nan\n", - "EX_cpd00322[e] L-Isoleucine nan\n", - "EX_cpd03725[e] Fe(III)dicitrate nan\n", - "EX_cpd00060[e] L-Methionine nan\n", - "EX_cpd00104[e] BIOT nan\n", - "EX_cpd01012[e] Cd2+ nan\n", - "EX_cpd11593[e] ala-L-asp-L nan\n", - "EX_cpd00159[e] L-Lactate nan\n", - "EX_cpd01262[e] Amylotriose nan\n", - "EX_cpd01329[e] Maltohexaose nan\n", - "EX_cpd00242[e] H2CO3 0.005403764017095296\n", - "EX_cpd00013[e] cpd00013[e] nan\n", - "EX_cpd11640[e] H2 nan\n" - ] - } - ], - "source": [ - "import copy\n", - "for e in model_full.exchanges:\n", - " if e.id not in base_n2_light1_2:\n", - " cpd = list(e.metabolites)[0]\n", - " m = copy.deepcopy(base_n2_light1_2)\n", - " m.update({e.id: 1})\n", - " model_full.medium = m\n", - " v = model_full.slim_optimize()\n", - " print(e.id, cpd.name, v)" - ] - }, - { - "cell_type": "code", - "execution_count": 300, - "id": "b9465612-d90f-49e4-a897-90bdf444c7a7", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "ATP_syn_l__hc 4.075736423833654\n", - "ATP_syn_p__hc 0.13238801433210912\n", - "ATP_syn_l__vc 11.591623093233354\n", - "ATP_syn_p__vc 1.5455133470271156\n" - ] - }, - { - "data": { - "text/html": [ - "

Objective

1.0 biomass_eq_33047__vc = 0.18240098144907063

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
hvphoton1[e]EX_PHO161.3500.00%
hvphoton2[e]EX_PHO251.0300.00%
cpd00009[e]EX_cpd00009[e]0.0781300.00%
cpd00034[e]EX_cpd00034[e]0.000593500.00%
cpd00048[e]EX_cpd00048[e]0.0704100.00%
cpd00058[e]EX_cpd00058[e]0.000593500.00%
cpd00063[e]EX_cpd00063[e]0.000889300.00%
cpd00067[e]EX_cpd00067[e]19.4800.00%
cpd00149[e]EX_cpd00149[e]0.000637300.00%
cpd00205[e]EX_cpd00205[e]0.0333800.00%
cpd00242[e]EX_cpd00242[e]8.4861100.00%
cpd00254[e]EX_cpd00254[e]0.00563500.00%
cpd00528[e]EX_cpd00528[e]0.677200.00%
cpd00971[e]EX_cpd00971[e]0.000742400.00%
cpd10515[e]EX_cpd10515[e]0.00280300.00%
cpd11574[e]EX_cpd11574[e]0.000593500.00%
cpd20863[e]EX_cpd20863[e]0.000593500.00%

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
cpd02791[hc]DM_cpd02791__hc-0.000115968.65%
cpd02791[vc]DM_cpd02791__vc-0.001159686.46%
cpd15380[hc]DM_cpd15380__hc-3.979E-0650.25%
cpd15380[vc]DM_cpd15380__vc-3.979E-0552.47%
dialurate[hc]DM_dialurate__hc-3.979E-0640.20%
dialurate[vc]DM_dialurate__vc-3.979E-0541.98%
cpd00001[e]EX_cpd00001[e]-2.02700.00%
cpd00007[e]EX_cpd00007[e]-10.2800.00%
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 300, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model_full.medium = default_medium\n", - "# 61.35 51.03 0.18240098144906766\n", - "sol = cobra.flux_analysis.pfba(model_full)\n", - "for r in ['ATP_syn_l__hc', 'ATP_syn_p__hc', 'ATP_syn_l__vc', 'ATP_syn_p__vc']:\n", - " print(r, sol.fluxes[r])\n", - " \n", - "model_full.summary(sol)" - ] - }, - { - "cell_type": "code", - "execution_count": 231, - "id": "0d7d8a12-514f-48e1-9fff-f213a7ffb8b5", - "metadata": {}, - "outputs": [], - "source": [ - "ws = 87388 # Anabaena sp. ATCC 33047\n", - "genome = kbase.get_from_ws('GCF_001597855.1.RAST', ws)" - ] - }, - { - "cell_type": "code", - "execution_count": 233, - "id": "d926794b-c22a-4430-a9d9-233d86f6282b", - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "[{'parameters': ['-a',\n", - " '-g',\n", - " 200,\n", - " '-m',\n", - " 5,\n", - " '-d',\n", - " '/opt/patric-common/data/kmer_metadata_v2',\n", - " '-u',\n", - " 'http://pear.mcs.anl.gov:6100/query'],\n", - " 'id': '2D3A7502-0132-11EC-BA47-A5E5BBF382BD',\n", - " 'hostname': 'pear',\n", - " 'tool_name': 'kmer_search',\n", - " 'execution_time': 1629407556.04401},\n", - " {'tool_name': 'KmerAnnotationByFigfam',\n", - " 'execution_time': 1629407556.23076,\n", - " 'hostname': 'pear',\n", - " 'parameters': ['annotate_hypothetical_only=1',\n", - " 'dataset_name=Release70',\n", - " 'kmer_size=8'],\n", - " 'id': '2D56F4FC-0132-11EC-BA47-A5E5BBF382BD'},\n", - " {'id': '2F2423F4-0132-11EC-BBE9-4688BCF382BD',\n", - " 'parameters': [],\n", - " 'tool_name': 'annotate_proteins_similarity',\n", - " 'hostname': 'pear',\n", - " 'execute_time': 1629407559.25314}]" - ] - }, - "execution_count": 233, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "from modelseedpy import RastClient, MSBuilder\n", - "rast = RastClient()\n", - "rast.annotate_genome(genome)" - ] - }, - { - "cell_type": "code", - "execution_count": 234, - "id": "ebf163e3-2c19-4a06-8117-e9488617dd80", - "metadata": {}, - "outputs": [], - "source": [ - "template_core = kbase.get_from_ws('CoreBacteriaTest_FIX', 82183)" - ] - }, - { - "cell_type": "code", - "execution_count": 237, - "id": "654d3bd5-da89-47c8-98de-5563d685953c", - "metadata": {}, - "outputs": [], - "source": [ - "builder = MSBuilder(genome, template_core)" - ] - }, - { - "cell_type": "code", - "execution_count": 238, - "id": "ca99ee5e-c3a5-41f7-ad40-4109f67f92b0", - "metadata": {}, - "outputs": [], - "source": [ - "model_test = builder.build('m', '0', False, False)" - ] - }, - { - "cell_type": "code", - "execution_count": 277, - "id": "66b97d8b-2f6e-4945-9b5d-846b8b189109", - "metadata": {}, - "outputs": [ - { - "ename": "AttributeError", - "evalue": "DictList has no attribute or entry ATP_syn_p_p", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m/usr/local/lib/python3.8/site-packages/cobra/core/dictlist.py\u001b[0m in \u001b[0;36m__getattr__\u001b[0;34m(self, attr)\u001b[0m\n\u001b[1;32m 454\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 455\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mDictList\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_by_id\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mattr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 456\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m/usr/local/lib/python3.8/site-packages/cobra/core/dictlist.py\u001b[0m in \u001b[0;36mget_by_id\u001b[0;34m(self, id)\u001b[0m\n\u001b[1;32m 57\u001b[0m \u001b[0;34m\"\"\"return the element with a matching id\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 58\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mlist\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__getitem__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_dict\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mid\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 59\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mKeyError\u001b[0m: 'ATP_syn_p_p'", - "\nDuring handling of the above exception, another exception occurred:\n", - "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mmodel_full\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreactions\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mATP_syn_p_p\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;32m/usr/local/lib/python3.8/site-packages/cobra/core/dictlist.py\u001b[0m in \u001b[0;36m__getattr__\u001b[0;34m(self, attr)\u001b[0m\n\u001b[1;32m 455\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mDictList\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_by_id\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mattr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 456\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 457\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mAttributeError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"DictList has no attribute or entry %s\"\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mattr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 458\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 459\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m__dir__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mAttributeError\u001b[0m: DictList has no attribute or entry ATP_syn_p_p" - ] - } - ], - "source": [ - "model_full.reactions.ATP_syn_p_p" - ] - }, - { - "cell_type": "code", - "execution_count": 262, - "id": "bf4d9ddd-c547-42d2-b571-eb41758421bf", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'RAST': ['Pyruvate decarboxylase (EC 4.1.1.1)',\n", - " 'Indole-3-pyruvate decarboxylase (EC 4.1.1.74)']}" - ] - }, - "execution_count": 262, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "genome.features.A3776_RS09565.ontology_terms" - ] - }, - { - "cell_type": "code", - "execution_count": 335, - "id": "286f4135-480f-4fca-9faa-e2d1562a5b1c", - "metadata": {}, - "outputs": [], - "source": [ - "from cobra.core.gene import parse_gpr\n", - "expr, variables = parse_gpr(\"a or (b and c)\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "0ba5cea6-5e88-42c3-a264-315e28127db0", - "metadata": {}, - "outputs": [], - "source": [ - "import pyea" - ] - }, - { - "cell_type": "code", - "execution_count": 342, - "id": "ef75eea1-77a0-4abd-8620-90dbc36e3236", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[<_ast.Name at 0x7fcbc4c76f40>, <_ast.BoolOp at 0x7fcbc4c768e0>]" - ] - }, - "execution_count": 342, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "expr.body.values" - ] - }, - { - "cell_type": "code", - "execution_count": 325, - "id": "25d3389a-53c8-4a02-976d-08d20734c27a", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "rxn00549_c0: cpd00001_c0 + cpd00290_c0 --> cpd00009_c0 + cpd00072_c0 (A3776_RS07680) or (A3776_RS19020)\n", - "rxn00549__vc: cpd00001[vc] + cpd00290[vc] --> cpd00009[vc] + cpd00072[vc] A3776_RS07680 or A3776_RS19020\n", - "rxn00549__hc: cpd00001[hc] + cpd00290[hc] --> cpd00009[hc] + cpd00072[hc] A3776_RS07680 or A3776_RS19020\n", - "\n", - "rxn14427_c0: 4 cpd00067_c0 + cpd00209_c0 + cpd18074_c0 --> cpd00001_c0 + 2 cpd00067_e0 + cpd00075_c0 + cpd18072_c0 (A3776_RS11430) or (A3776_RS11430)\n", - "\n", - "rxn05040_c0: cpd00171_c0 --> cpd00047_c0 + cpd00067_c0 + cpd11225_c0 (A3776_RS22120)\n", - "rxn05040__vc: cpd00171[vc] --> cpd00047[vc] + cpd00067[vc] + cpd11225[vc] A3776_RS22120\n", - "rxn05040__hc: cpd00171[hc] --> cpd00047[hc] + cpd00067[hc] + cpd11225[hc] A3776_RS22120\n", - "\n", - "rxn00545_c0: cpd00002_c0 + cpd00072_c0 --> cpd00008_c0 + cpd00067_c0 + cpd00290_c0 (A3776_RS16105)\n", - "\n", - "rxn08977_c0: cpd00005_c0 + cpd00067_c0 + cpd15560_c0 --> cpd00006_c0 + cpd15561_c0 (A3776_RS00950)\n", - "\n", - "rxn01333_c0: cpd00102_c0 + cpd00238_c0 <=> cpd00072_c0 + cpd00236_c0 (A3776_RS22325) or (A3776_RS19015) or (A3776_RS04325)\n", - "rxn01333__vc: cpd00102[vc] + cpd00238[vc] <=> cpd00072[vc] + cpd00236[vc] A3776_RS19015 or A3776_RS22325 or A3776_RS04325\n", - "rxn01333__hc: cpd00102[hc] + cpd00238[hc] <=> cpd00072[hc] + cpd00236[hc] A3776_RS19015 or A3776_RS22325 or A3776_RS04325\n", - "\n", - "rxn00224_c0: cpd01476_c0 + cpd10515_c0 <=> cpd00028_c0 + 2 cpd00067_c0 (A3776_RS09410) or (A3776_RS07385)\n", - "rxn00224__vc: cpd01476[vc] + cpd10515[vc] --> cpd00028[vc] + 2.0 cpd00067[vc] A3776_RS09410 or A3776_RS07385\n", - "rxn00224__hc: cpd01476[hc] + cpd10515[hc] --> cpd00028[hc] + 2.0 cpd00067[hc] A3776_RS09410 or A3776_RS07385\n", - "\n", - "rxn00256_c0: cpd00010_c0 + cpd00067_c0 + cpd00137_c0 <-- cpd00001_c0 + cpd00022_c0 + cpd00032_c0 (A3776_RS06235)\n", - "rxn00256__vc: cpd00001[vc] + cpd00022[vc] + cpd00032[vc] --> cpd00010[vc] + cpd00067[vc] + cpd00137[vc] A3776_RS06235\n", - "rxn00256__hc: cpd00001[hc] + cpd00022[hc] + cpd00032[hc] --> cpd00010[hc] + cpd00067[hc] + cpd00137[hc] A3776_RS06235\n", - "\n", - "rxn00011_c0: cpd00011_c0 + cpd03049_c0 <-- cpd00020_c0 + cpd00056_c0 + cpd00067_c0 (A3776_RS09565) or (A3776_RS09185 and A3776_RS21415) or (A3776_RS15740 and A3776_RS20500)\n", - "rxn00011__vc: cpd00020[vc] + cpd00056[vc] + cpd00067[vc] --> cpd00011[vc] + cpd03049[vc] A3776_RS09185 and ( A3776_RS21415 or A3776_RS06445 )\n", - "rxn00011__hc: cpd00020[hc] + cpd00056[hc] + cpd00067[hc] --> cpd00011[hc] + cpd03049[hc] A3776_RS09185 and ( A3776_RS21415 or A3776_RS06445 )\n", - "\n", - "rxn09272_c0: cpd00036_c0 + cpd15560_c0 --> cpd00106_c0 + cpd15561_c0 (A3776_RS02410) or (A3776_RS03685) or (A3776_RS21955)\n", - "rxn09272__vc: cpd00036[vc] + cpd07274[vl] --> cpd00106[vc] + cpd16503[vl] A3776_RS02410 and A3776_RS21955\n", - "rxn09272__hc: cpd00036[hc] + cpd07274[hl] --> cpd00106[hc] + cpd16503[hl] A3776_RS02410 and A3776_RS21955\n", - "\n", - "rxn00747_c0: cpd00102_c0 <=> cpd00095_c0 (A3776_RS10895)\n", - "rxn00747__vc: cpd00102[vc] <=> cpd00095[vc] A3776_RS10895\n", - "rxn00747__hc: cpd00102[hc] <=> cpd00095[hc] A3776_RS10895\n", - "\n", - "rxn05602_c0: cpd00067_e0 + cpd00159_e0 <=> cpd00067_c0 + cpd00159_c0 (A3776_RS08485)\n", - "rxn05602__vc: cpd00067[vp] + cpd00159[vp] <=> cpd00067[vc] + cpd00159[vc] A3776_RS08485\n", - "rxn05602__hc: cpd00067[hp] + cpd00159[hp] <=> cpd00067[hc] + cpd00159[hc] A3776_RS08485\n", - "\n", - "rxn05937_c0: cpd00006_c0 + cpd00067_c0 + cpd11620_c0 --> cpd00005_c0 + cpd11621_c0 (A3776_RS06700)\n", - "rxn05937__vc: cpd00006[vc] + cpd00067[vc] + 2.0 cpd11620[vc] <=> cpd00005[vc] + 2.0 cpd11621[vc] A3776_RS06700\n", - "rxn05937__hc: cpd00006[hc] + cpd00067[hc] + 2.0 cpd11620[hc] <=> cpd00005[hc] + 2.0 cpd11621[hc] A3776_RS06700\n", - "\n", - "rxn00785_c0: cpd00072_c0 + cpd00102_c0 <=> cpd00198_c0 + cpd00236_c0 (A3776_RS03700) or (A3776_RS10870) or (A3776_RS08320)\n", - "rxn00785__vc: cpd00072[vc] + cpd00102[vc] <=> cpd00198[vc] + cpd00236[vc] A3776_RS03700 or A3776_RS10870 or A3776_RS08320\n", - "rxn00785__hc: cpd00072[hc] + cpd00102[hc] <=> cpd00198[hc] + cpd00236[hc] A3776_RS03700 or A3776_RS10870 or A3776_RS08320\n", - "\n", - "rxn00974_c0: cpd00137_c0 <=> cpd00001_c0 + cpd00331_c0 (A3776_RS00425)\n", - "\n", - "rxn05209_c0: cpd00067_c0 + cpd00971_e0 <=> cpd00067_e0 + cpd00971_c0 (A3776_RS10835) or (A3776_RS13785) or (A3776_RS10605) or (A3776_RS09210) or (A3776_RS05940) or (A3776_RS03490) or (A3776_RS03495) or (A3776_RS10835) or (A3776_RS13785) or (A3776_RS10605) or (A3776_RS09210) or (A3776_RS05940) or (A3776_RS03480) or (A3776_RS03470) or (A3776_RS14385) or (A3776_RS15950) or (A3776_RS03475) or (A3776_RS03465) or (A3776_RS03485)\n", - "rxn05209__vc: cpd00067[vc] + cpd00971[vp] <=> cpd00067[vp] + cpd00971[vc] Unknown\n", - "rxn05209__hc: cpd00067[hc] + cpd00971[hp] <=> cpd00067[hp] + cpd00971[hc] Unknown\n", - "\n", - "rxn01116_c0: cpd00171_c0 <=> cpd00198_c0 (A3776_RS21850)\n", - "rxn01116__vc: cpd00171[vc] <=> cpd00198[vc] A3776_RS21850\n", - "rxn01116__hc: cpd00171[hc] <=> cpd00198[hc] A3776_RS21850\n", - "\n", - "rxn00777_c0: cpd00101_c0 <=> cpd00171_c0 (A3776_RS09340)\n", - "rxn00777__vc: cpd00101[vc] <=> cpd00171[vc] A3776_RS09340\n", - "rxn00777__hc: cpd00101[hc] <=> cpd00171[hc] A3776_RS09340\n", - "\n", - "rxn00285_c0: cpd00002_c0 + cpd00010_c0 + cpd00036_c0 <=> cpd00008_c0 + cpd00009_c0 + cpd00078_c0 (A3776_RS12785 and A3776_RS12790)\n", - "rxn00285__vc: cpd00002[vc] + cpd00010[vc] + cpd00036[vc] <=> cpd00008[vc] + cpd00009[vc] + cpd00078[vc] A3776_RS12785 and A3776_RS12790\n", - "rxn00285__hc: cpd00002[hc] + cpd00010[hc] + cpd00036[hc] <=> cpd00008[hc] + cpd00009[hc] + cpd00078[hc] A3776_RS12785 and A3776_RS12790\n", - "\n", - "rxn01115_c0: cpd00006_c0 + cpd00284_c0 --> cpd00005_c0 + cpd00011_c0 + cpd00171_c0 (A3776_RS16830)\n", - "rxn01115__vc: cpd00006[vc] + cpd00284[vc] --> cpd00005[vc] + cpd00011[vc] + cpd00171[vc] A3776_RS16830\n", - "rxn01115__hc: cpd00006[hc] + cpd00284[hc] --> cpd00005[hc] + cpd00011[hc] + cpd00171[hc] A3776_RS16830\n", - "\n", - "rxn00147_c0: cpd00001_c0 + cpd00002_c0 + cpd00020_c0 --> cpd00009_c0 + cpd00018_c0 + cpd00061_c0 + 3 cpd00067_c0 (A3776_RS16060) or (A3776_RS01500) or (A3776_RS18135)\n", - "rxn00147__vc: cpd00001[vc] + cpd00002[vc] + cpd00020[vc] --> cpd00009[vc] + cpd00018[vc] + cpd00061[vc] + 3.0 cpd00067[vc] A3776_RS01500 or A3776_RS16060 or A3776_RS18135 or A3776_RS15970\n", - "rxn00147__hc: cpd00001[hc] + cpd00002[hc] + cpd00020[hc] --> cpd00009[hc] + cpd00018[hc] + cpd00061[hc] + 3.0 cpd00067[hc] A3776_RS01500 or A3776_RS16060 or A3776_RS18135 or A3776_RS15970\n", - "\n", - "rxn01241_c0: cpd00003_c0 + cpd00449_c0 <=> cpd00004_c0 + cpd00067_c0 + cpd00213_c0 (A3776_RS19200) or (A3776_RS19200)\n", - "rxn01241__vc: cpd00003[vc] + cpd00449[vc] <=> cpd00004[vc] + cpd00067[vc] + cpd00213[vc] A3776_RS19200\n", - "rxn01241__hc: cpd00003[hc] + cpd00449[hc] <=> cpd00004[hc] + cpd00067[hc] + cpd00213[hc] A3776_RS19200\n", - "\n", - "rxn01187_c0: cpd00009_c0 + cpd00198_c0 --> cpd00001_c0 + cpd00102_c0 + cpd00196_c0 (A3776_RS22340)\n", - "rxn01187__vc: cpd00009[vc] + cpd00198[vc] --> cpd00001[vc] + cpd00102[vc] + cpd00196[vc] A3776_RS22340\n", - "rxn01187__hc: cpd00009[hc] + cpd00198[hc] --> cpd00001[hc] + cpd00102[hc] + cpd00196[hc] A3776_RS22340\n", - "\n", - "rxn00122_c0: cpd00002_c0 + cpd00050_c0 --> cpd00012_c0 + cpd00015_c0 (A3776_RS01880)\n", - "rxn00122__vc: cpd00002[vc] + cpd00050[vc] --> cpd00012[vc] + cpd00015[vc] A3776_RS01880\n", - "rxn00122__hc: cpd00002[hc] + cpd00050[hc] --> cpd00012[hc] + cpd00015[hc] A3776_RS01880\n", - "\n", - "rxn04794_c0: cpd00010_c0 + cpd00094_c0 <=> cpd00047_c0 + cpd00086_c0 (A3776_RS06860)\n", - "\n", - "rxn00543_c0: cpd00003_c0 + cpd00363_c0 <=> cpd00004_c0 + cpd00067_c0 + cpd00071_c0 (A3776_RS09485) or (A3776_RS06850)\n", - "rxn00543__vc: cpd00004[vc] + cpd00067[vc] + cpd00071[vc] --> cpd00003[vc] + cpd00363[vc] A3776_RS06850 or A3776_RS09485\n", - "rxn00543__hc: cpd00004[hc] + cpd00067[hc] + cpd00071[hc] --> cpd00003[hc] + cpd00363[hc] A3776_RS06850 or A3776_RS09485\n", - "\n", - "rxn00506_c0: cpd00001_c0 + cpd00003_c0 + cpd00071_c0 --> cpd00004_c0 + cpd00029_c0 + 2 cpd00067_c0 (A3776_RS19000) or (A3776_RS02000) or (A3776_RS06130)\n", - "rxn00506__vc: cpd00004[vc] + cpd00029[vc] + 2.0 cpd00067[vc] --> cpd00001[vc] + cpd00003[vc] + cpd00071[vc] A3776_RS02000 or A3776_RS19000\n", - "rxn00506__hc: cpd00004[hc] + cpd00029[hc] + 2.0 cpd00067[hc] --> cpd00001[hc] + cpd00003[hc] + cpd00071[hc] A3776_RS02000 or A3776_RS19000\n", - "\n", - "rxn00225_c0: cpd00002_c0 + cpd00029_c0 <=> cpd00008_c0 + cpd00196_c0 (A3776_RS22320)\n", - "rxn00225__vc: cpd00002[vc] + cpd00029[vc] --> cpd00008[vc] + cpd00196[vc] A3776_RS22320\n", - "rxn00225__hc: cpd00002[hc] + cpd00029[hc] --> cpd00008[hc] + cpd00196[hc] A3776_RS22320\n", - "\n", - "rxn05145_c0: cpd00001_c0 + cpd00002_c0 + cpd00009_e0 --> cpd00008_c0 + 2 cpd00009_c0 + cpd00067_c0 (A3776_RS18750) or (A3776_RS05535) or (A3776_RS21700) or (A3776_RS20835) or (A3776_RS00795) or (A3776_RS15490) or (A3776_RS15165) or (A3776_RS15495) or (A3776_RS15160) or (A3776_RS15500) or (A3776_RS15155) or (A3776_RS15505) or (A3776_RS15170) or (A3776_RS02990) or (A3776_RS15485)\n", - "rxn05145__vc: cpd00001[vc] + cpd00002[vc] + cpd00009[vp] --> cpd00008[vc] + 2.0 cpd00009[vc] + cpd00067[vc] ( A3776_RS15160 or A3776_RS15495 ) and ( A3776_RS15155 or A3776_RS15500 or A3776_RS15505 ) and ( A3776_RS15165 or A3776_RS15490 ) and ( A3776_RS02990 or A3776_RS15170 or A3776_RS15485 )\n", - "rxn05145__hc: cpd00001[hc] + cpd00002[hc] + cpd00009[hp] --> cpd00008[hc] + 2.0 cpd00009[hc] + cpd00067[hc] ( A3776_RS15160 or A3776_RS15495 ) and ( A3776_RS15155 or A3776_RS15500 or A3776_RS15505 ) and ( A3776_RS15165 or A3776_RS15490 ) and ( A3776_RS02990 or A3776_RS15170 or A3776_RS15485 )\n", - "\n", - "rxn01106_c0: cpd00482_c0 <=> cpd00169_c0 (A3776_RS15870) or (A3776_RS03430)\n", - "rxn01106__vc: cpd00482[vc] <=> cpd00169[vc] A3776_RS03430 or A3776_RS15870\n", - "rxn01106__hc: cpd00482[hc] <=> cpd00169[hc] A3776_RS03430 or A3776_RS15870\n", - "\n", - "rxn01334_c0: cpd00349_c0 <=> cpd00095_c0 + cpd00236_c0 (A3776_RS20005) or (A3776_RS20480)\n", - "rxn01334__vc: cpd00349[vc] <=> cpd00095[vc] + cpd00236[vc] A3776_RS20005 or A3776_RS20480\n", - "rxn01334__hc: cpd00349[hc] <=> cpd00095[hc] + cpd00236[hc] A3776_RS20005 or A3776_RS20480\n", - "\n", - "rxn00786_c0: cpd00290_c0 <=> cpd00095_c0 + cpd00102_c0 (A3776_RS20005) or (A3776_RS20480)\n", - "rxn00786__vc: cpd00290[vc] <=> cpd00095[vc] + cpd00102[vc] A3776_RS20005 or A3776_RS20480\n", - "rxn00786__hc: cpd00290[hc] <=> cpd00095[hc] + cpd00102[hc] A3776_RS20005 or A3776_RS20480\n", - "\n", - "rxn00869_c0: cpd00003_c0 + cpd00010_c0 + cpd01011_c0 <-- cpd00004_c0 + cpd00067_c0 + cpd00120_c0 (A3776_RS06850)\n", - "rxn00869__vc: cpd00003[vc] + cpd00010[vc] + cpd01011[vc] <=> cpd00004[vc] + cpd00067[vc] + cpd00120[vc] A3776_RS06850\n", - "rxn00869__hc: cpd00003[hc] + cpd00010[hc] + cpd01011[hc] <=> cpd00004[hc] + cpd00067[hc] + cpd00120[hc] A3776_RS06850\n", - "\n", - "rxn05627_c0: cpd00067_e0 + cpd00209_e0 --> cpd00067_c0 + cpd00209_c0 (A3776_RS11430) or (A3776_RS11430)\n", - "\n", - "rxn01343_c0: cpd00002_c0 + cpd00238_c0 --> cpd00008_c0 + cpd00067_c0 + cpd00349_c0 (A3776_RS16105)\n", - "rxn01343__vc: cpd00002[vc] + cpd00238[vc] --> cpd00008[vc] + cpd00067[vc] + cpd00349[vc] A3776_RS16105\n", - "rxn01343__hc: cpd00002[hc] + cpd00238[hc] --> cpd00008[hc] + cpd00067[hc] + cpd00349[hc] A3776_RS16105\n", - "\n", - "rxn05528_c0: cpd00001_c0 + cpd00002_c0 + cpd00058_c0 --> cpd00008_c0 + cpd00009_c0 + cpd00058_e0 + cpd00067_c0 (A3776_RS17745) or (A3776_RS18685) or (A3776_RS17740) or (A3776_RS12080) or (A3776_RS06845)\n", - "rxn05528__vc: cpd00001[vc] + cpd00002[vc] + cpd00058[vc] --> cpd00008[vc] + cpd00009[vc] + cpd00058[vp] + cpd00067[vc] A3776_RS06845 or A3776_RS12890 or A3776_RS17740 or A3776_RS17745\n", - "rxn05528__hc: cpd00001[hc] + cpd00002[hc] + cpd00058[hc] --> cpd00008[hc] + cpd00009[hc] + cpd00058[hp] + cpd00067[hc] A3776_RS06845 or A3776_RS12890 or A3776_RS17740 or A3776_RS17745\n", - "\n", - "rxn02342_c0: cpd00213_c0 + cpd03049_c0 --> cpd00056_c0 + cpd00836_c0 (A3776_RS15740 and A3776_RS20500)\n", - "\n", - "rxn00148_c0: cpd00002_c0 + cpd00020_c0 <-- cpd00008_c0 + cpd00061_c0 + cpd00067_c0 (A3776_RS05300) or (A3776_RS22330)\n", - "rxn00148__vc: cpd00008[vc] + cpd00061[vc] + cpd00067[vc] --> cpd00002[vc] + cpd00020[vc] A3776_RS05300 or A3776_RS22330 or A3776_RS16050\n", - "rxn00148__hc: cpd00008[hc] + cpd00061[hc] + cpd00067[hc] --> cpd00002[hc] + cpd00020[hc] A3776_RS05300 or A3776_RS22330 or A3776_RS16050\n", - "\n", - "rxn00199_c0: cpd00067_c0 + cpd03187_c0 --> cpd00011_c0 + cpd00024_c0 (A3776_RS20350)\n", - "\n", - "rxn00615_c0: cpd00002_c0 + cpd00100_c0 --> cpd00008_c0 + cpd00067_c0 + cpd00080_c0 (A3776_RS19965)\n", - "rxn00615__vc: cpd00002[vc] + cpd00100[vc] --> cpd00008[vc] + cpd00067[vc] + cpd00080[vc] A3776_RS19965\n", - "rxn00615__hc: cpd00002[hc] + cpd00100[hc] --> cpd00008[hc] + cpd00067[hc] + cpd00080[hc] A3776_RS19965\n", - "\n", - "rxn00392_c0: cpd00002_c0 + cpd00220_c0 <=> cpd00008_c0 + cpd00050_c0 + cpd00067_c0 (A3776_RS01880)\n", - "rxn00392__vc: cpd00002[vc] + cpd00220[vc] --> cpd00008[vc] + cpd00050[vc] A3776_RS01880\n", - "rxn00392__hc: cpd00002[hc] + cpd00220[hc] --> cpd00008[hc] + cpd00050[hc] A3776_RS01880\n", - "\n", - "rxn00083_c0: cpd00003_c0 + cpd00005_c0 --> cpd00004_c0 + cpd00006_c0 (A3776_RS04700) or (A3776_RS04690) or (A3776_RS04695)\n", - "\n", - "rxn00161_c0: cpd00006_c0 + cpd00130_c0 --> cpd00005_c0 + cpd00011_c0 + cpd00020_c0 (A3776_RS21625)\n", - "rxn00161__vc: cpd00006[vc] + cpd00130[vc] --> cpd00005[vc] + cpd00011[vc] + cpd00020[vc] A3776_RS21625\n", - "rxn00161__hc: cpd00006[hc] + cpd00130[hc] --> cpd00005[hc] + cpd00011[hc] + cpd00020[hc] A3776_RS21625\n", - "\n", - "rxn00985_c0: cpd00002_c0 + cpd00141_c0 <=> cpd00008_c0 + cpd01844_c0 (A3776_RS22320)\n", - "\n", - "rxn14418_c0: cpd15561_c0 + cpd18075_c0 --> 2 cpd00067_e0 + cpd15560_c0 + cpd18076_c0 (A3776_RS02530) or (A3776_RS02530) or (A3776_RS02530 and A3776_RS02525) or (A3776_RS02525)\n", - "\n", - "rxn00171_c0: cpd00003_c0 + cpd00010_c0 + cpd00071_c0 <=> cpd00004_c0 + cpd00022_c0 + cpd00067_c0 (A3776_RS06850) or (A3776_RS09485) or (A3776_RS06850)\n", - "rxn00171__vc: cpd00004[vc] + cpd00022[vc] + cpd00067[vc] --> cpd00003[vc] + cpd00010[vc] + cpd00071[vc] A3776_RS06850\n", - "rxn00171__hc: cpd00004[hc] + cpd00022[hc] + cpd00067[hc] --> cpd00003[hc] + cpd00010[hc] + cpd00071[hc] A3776_RS06850\n", - "\n", - "rxn14420_c0: cpd15499_c0 + cpd18075_c0 --> 2 cpd00067_e0 + cpd15500_c0 + cpd18076_c0 (A3776_RS02530) or (A3776_RS02530 and A3776_RS02525) or (A3776_RS08000)\n", - "\n", - "rxn00248_c0: cpd00003_c0 + cpd00130_c0 <=> cpd00004_c0 + cpd00032_c0 + cpd00067_c0 (A3776_RS07725)\n", - "rxn00248__vc: cpd00003[vc] + cpd00130[vc] <=> cpd00004[vc] + cpd00032[vc] + cpd00067[vc] A3776_RS07725\n", - "rxn00248__hc: cpd00003[hc] + cpd00130[hc] <=> cpd00004[hc] + cpd00032[hc] + cpd00067[hc] A3776_RS07725\n", - "\n", - "rxn00604_c0: cpd00006_c0 + cpd00079_c0 --> cpd00005_c0 + cpd00067_c0 + cpd00911_c0 (A3776_RS19010)\n", - "rxn00604__vc: cpd00006[vc] + cpd00079[vc] --> cpd00005[vc] + cpd00067[vc] + cpd00911[vc] A3776_RS19010\n", - "rxn00604__hc: cpd00006[hc] + cpd00079[hc] --> cpd00005[hc] + cpd00067[hc] + cpd00911[hc] A3776_RS19010\n", - "\n", - "rxn00371_c0: cpd00003_c0 + cpd00047_c0 --> cpd00004_c0 + cpd00011_c0 (A3776_RS10715)\n", - "\n", - "rxn01100_c0: cpd00002_c0 + cpd00169_c0 <=> cpd00008_c0 + cpd00203_c0 (A3776_RS01285)\n", - "rxn01100__vc: cpd00002[vc] + cpd00169[vc] <=> cpd00008[vc] + cpd00203[vc] A3776_RS01285\n", - "rxn01100__hc: cpd00002[hc] + cpd00169[hc] <=> cpd00008[hc] + cpd00203[hc] A3776_RS01285\n", - "\n", - "rxn00216_c0: cpd00002_c0 + cpd00027_c0 <=> cpd00008_c0 + cpd00067_c0 + cpd00079_c0 (A3776_RS11205)\n", - "rxn00216__vc: cpd00002[vc] + cpd00027[vc] --> cpd00008[vc] + cpd00067[vc] + cpd00079[vc] A3776_RS02165 or A3776_RS03075 or A3776_RS11205\n", - "rxn00216__hc: cpd00002[hc] + cpd00027[hc] --> cpd00008[hc] + cpd00067[hc] + cpd00079[hc] A3776_RS02165 or A3776_RS03075 or A3776_RS11205\n", - "\n", - "rxn08655_c0: cpd00139_c0 + cpd15560_c0 --> cpd00040_c0 + cpd15561_c0 (A3776_RS17185 and A3776_RS17180 and A3776_RS21160)\n", - "\n", - "rxn00175_c0: cpd00002_c0 + cpd00010_c0 + cpd00029_c0 --> cpd00012_c0 + cpd00018_c0 + cpd00022_c0 + cpd00067_c0 (A3776_RS18320)\n", - "rxn00175__vc: cpd00002[vc] + cpd00010[vc] + cpd00029[vc] --> cpd00012[vc] + cpd00018[vc] + cpd00022[vc] + cpd00067[vc] A3776_RS18320\n", - "rxn00175__hc: cpd00002[hc] + cpd00010[hc] + cpd00029[hc] --> cpd00012[hc] + cpd00018[hc] + cpd00022[hc] + cpd00067[hc] A3776_RS18320\n", - "\n", - "rxn00763_c0: cpd00003_c0 + cpd00100_c0 <=> cpd00004_c0 + cpd00067_c0 + cpd00448_c0 (A3776_RS09485) or (A3776_RS06850)\n", - "rxn00763__vc: cpd00004[vc] + cpd00067[vc] + cpd00448[vc] --> cpd00003[vc] + cpd00100[vc] A3776_RS01770 or A3776_RS06850 or A3776_RS09485\n", - "rxn00763__hc: cpd00004[hc] + cpd00067[hc] + cpd00448[hc] --> cpd00003[hc] + cpd00100[hc] A3776_RS01770 or A3776_RS06850 or A3776_RS09485\n", - "\n", - "rxn01476_c0: cpd00001_c0 + cpd00911_c0 --> cpd00067_c0 + cpd00284_c0 (A3776_RS11870)\n", - "rxn01476__vc: cpd00001[vc] + cpd00911[vc] --> cpd00067[vc] + cpd00284[vc] A3776_RS11870\n", - "rxn01476__hc: cpd00001[hc] + cpd00911[hc] --> cpd00067[hc] + cpd00284[hc] A3776_RS11870\n", - "\n", - "rxn05625_c0: cpd00067_e0 + cpd00075_e0 <=> cpd00067_c0 + cpd00075_c0 (A3776_RS11430) or (A3776_RS11430)\n", - "\n", - "rxn06493_c0: cpd00003_c0 + cpd12225_c0 <=> cpd00004_c0 + cpd00067_c0 + cpd12005_c0 (A3776_RS19200) or (A3776_RS14650 and A3776_RS14655) or (A3776_RS14655)\n", - "rxn06493__vc: cpd00003[vc] + cpd12225[vc] <=> cpd00004[vc] + cpd00067[vc] + cpd12005[vc] A3776_RS19200\n", - "rxn06493__hc: cpd00003[hc] + cpd12225[hc] <=> cpd00004[hc] + cpd00067[hc] + cpd12005[hc] A3776_RS19200\n", - "\n", - "rxn01388_c0: cpd00260_c0 <=> cpd00001_c0 + cpd00331_c0 (A3776_RS00425)\n", - "\n", - "rxn00459_c0: cpd00482_c0 <=> cpd00001_c0 + cpd00061_c0 (A3776_RS22110)\n", - "rxn00459__vc: cpd00482[vc] <=> cpd00001[vc] + cpd00061[vc] A3776_RS22110\n", - "rxn00459__hc: cpd00482[hc] <=> cpd00001[hc] + cpd00061[hc] A3776_RS22110\n", - "\n", - "rxn01275_c0: cpd00002_c0 + cpd00222_c0 --> cpd00008_c0 + cpd00067_c0 + cpd00284_c0 (A3776_RS23010)\n", - "rxn01275__vc: cpd00002[vc] + cpd00222[vc] --> cpd00008[vc] + cpd00067[vc] + cpd00284[vc] A3776_RS23010\n", - "rxn01275__hc: cpd00002[hc] + cpd00222[hc] --> cpd00008[hc] + cpd00067[hc] + cpd00284[hc] A3776_RS23010\n", - "\n", - "rxn01871_c0: cpd00022_c0 + cpd00449_c0 <-- cpd00010_c0 + cpd00836_c0 (A3776_RS19785)\n", - "rxn01871__vc: cpd00022[vc] + cpd00449[vc] <=> cpd00010[vc] + cpd00836[vc] A3776_RS19785\n", - "rxn01871__hc: cpd00022[hc] + cpd00449[hc] <=> cpd00010[hc] + cpd00836[hc] A3776_RS19785\n", - "\n", - "rxn01870_c0: cpd00802_c0 <=> cpd00095_c0 + cpd00448_c0 (A3776_RS20480)\n", - "rxn01870__vc: cpd00802[vc] <=> cpd00095[vc] + cpd00448[vc] A3776_RS20005 or A3776_RS20480\n", - "rxn01870__hc: cpd00802[hc] <=> cpd00095[hc] + cpd00448[hc] A3776_RS20005 or A3776_RS20480\n", - "\n", - "rxn01200_c0: cpd00102_c0 + cpd00238_c0 <=> cpd00101_c0 + cpd00198_c0 (A3776_RS03700) or (A3776_RS10870) or (A3776_RS08320)\n", - "rxn01200__vc: cpd00102[vc] + cpd00238[vc] <=> cpd00101[vc] + cpd00198[vc] A3776_RS03700 or A3776_RS10870 or A3776_RS08320\n", - "rxn01200__hc: cpd00102[hc] + cpd00238[hc] <=> cpd00101[hc] + cpd00198[hc] A3776_RS03700 or A3776_RS10870 or A3776_RS08320\n", - "\n", - "rxn14419_c0: 0.5 cpd00007_c0 + 4 cpd00067_c0 + cpd18076_c0 --> cpd00001_c0 + 2 cpd00067_e0 + cpd18075_c0 (A3776_RS02530) or (A3776_RS02530) or (A3776_RS02530 and A3776_RS02525) or (A3776_RS02525)\n", - "\n", - "rxn00548_c0: cpd00009_c0 + cpd00072_c0 <=> cpd00001_c0 + cpd00196_c0 + cpd00236_c0 (A3776_RS22340)\n", - "rxn00548__vc: cpd00009[vc] + cpd00072[vc] --> cpd00001[vc] + cpd00196[vc] + cpd00236[vc] A3776_RS09675 or A3776_RS22340\n", - "rxn00548__hc: cpd00009[hc] + cpd00072[hc] --> cpd00001[hc] + cpd00196[hc] + cpd00236[hc] A3776_RS09675 or A3776_RS22340\n", - "\n", - "rxn00558_c0: cpd00079_c0 <=> cpd00072_c0 (A3776_RS07090) or (A3776_RS07710)\n", - "rxn00558__vc: cpd00079[vc] <=> cpd00072[vc] A3776_RS07710 or A3776_RS07090\n", - "rxn00558__hc: cpd00079[hc] <=> cpd00072[hc] A3776_RS07710 or A3776_RS07090\n", - "\n", - "rxn00544_c0: cpd00056_c0 + cpd00071_c0 <-- cpd03049_c0 (A3776_RS09565)\n", - "\n", - "rxn00157_c0: cpd00022_c0 + cpd00047_c0 <-- cpd00010_c0 + cpd00020_c0 (A3776_RS06855) or (A3776_RS06860)\n", - "rxn00157__vc: cpd00022[vc] + cpd00047[vc] <=> cpd00010[vc] + cpd00020[vc] A3776_RS06860\n", - "rxn00157__hc: cpd00022[hc] + cpd00047[hc] <=> cpd00010[hc] + cpd00020[hc] A3776_RS06860\n", - "\n", - "rxn10122_c0: cpd00004_c0 + 4.5 cpd00067_c0 + cpd15560_c0 --> cpd00003_c0 + 3.5 cpd00067_e0 + cpd15561_c0 (A3776_RS00950)\n", - "\n", - "rxn00568_c0: 2 cpd00001_c0 + 3 cpd00003_c0 + cpd00013_c0 <-- 3 cpd00004_c0 + 5 cpd00067_c0 + cpd00075_c0 (A3776_RS11430)\n", - "\n", - "rxn02314_c0: cpd00002_c0 + cpd00805_c0 <=> cpd00008_c0 + cpd00067_c0 + cpd02371_c0 (A3776_RS16105)\n", - "\n", - "rxn03884_c0: cpd02711_c0 --> cpd00020_c0 + cpd00102_c0 (A3776_RS10780)\n", - "rxn03884__vc: cpd02711[vc] <=> cpd00020[vc] + cpd00102[vc] A3776_RS10780\n", - "rxn03884__hc: cpd02711[hc] <=> cpd00020[hc] + cpd00102[hc] A3776_RS10780\n", - "\n", - "rxn08971_c0: cpd00004_c0 + cpd00067_c0 + cpd15500_c0 --> cpd00003_c0 + cpd15499_c0 (A3776_RS10740) or (A3776_RS17150) or (A3776_RS16420) or (A3776_RS02065) or (A3776_RS17155)\n", - "\n", - "rxn00770_c0: cpd00002_c0 + cpd00101_c0 <=> cpd00018_c0 + cpd00067_c0 + cpd00103_c0 (A3776_RS04015)\n", - "rxn00770__vc: cpd00002[vc] + cpd00101[vc] --> cpd00018[vc] + cpd00067[vc] + cpd00103[vc] A3776_RS04015\n", - "rxn00770__hc: cpd00002[hc] + cpd00101[hc] --> cpd00018[hc] + cpd00067[hc] + cpd00103[hc] A3776_RS04015\n", - "\n", - "rxn00077_c0: cpd00002_c0 + cpd00003_c0 <=> cpd00006_c0 + cpd00008_c0 + cpd00067_c0 (A3776_RS19230) or (A3776_RS06210)\n", - "rxn00077__vc: cpd00002[vc] + cpd00003[vc] --> cpd00006[vc] + cpd00008[vc] + cpd00067[vc] A3776_RS06210 or A3776_RS19230\n", - "rxn00077__hc: cpd00002[hc] + cpd00003[hc] --> cpd00006[hc] + cpd00008[hc] + cpd00067[hc] A3776_RS06210 or A3776_RS19230\n", - "\n", - "rxn00251_c0: cpd00009_c0 + cpd00032_c0 + cpd00067_c0 <=> cpd00001_c0 + cpd00011_c0 + cpd00061_c0 (A3776_RS20435) or (A3776_RS07835) or (A3776_RS16425)\n", - "rxn00251__vc: cpd00001[vc] + cpd00011[vc] + cpd00061[vc] --> cpd00009[vc] + cpd00032[vc] + cpd00067[vc] A3776_RS20435 or A3776_RS07835 or A3776_RS16425\n", - "rxn00251__hc: cpd00001[hc] + cpd00011[hc] + cpd00061[hc] --> cpd00009[hc] + cpd00032[hc] + cpd00067[hc] A3776_RS20435 or A3776_RS07835 or A3776_RS16425\n", - "\n", - "rxn08975_c0: cpd00004_c0 + cpd00067_c0 + cpd15560_c0 --> cpd00003_c0 + cpd15561_c0 (A3776_RS10740) or (A3776_RS17150) or (A3776_RS16420) or (A3776_RS02065) or (A3776_RS17155)\n", - "\n", - "rxn00781_c0: cpd00003_c0 + cpd00009_c0 + cpd00102_c0 <=> cpd00004_c0 + cpd00067_c0 + cpd00203_c0 (A3776_RS22210) or (A3776_RS02985)\n", - "rxn00781__vc: cpd00003[vc] + cpd00009[vc] + cpd00102[vc] --> cpd00004[vc] + cpd00067[vc] + cpd00203[vc] A3776_RS02985 or A3776_RS22335\n", - "rxn00781__hc: cpd00003[hc] + cpd00009[hc] + cpd00102[hc] --> cpd00004[hc] + cpd00067[hc] + cpd00203[hc] A3776_RS02985 or A3776_RS22335\n", - "\n", - "rxn08656_c0: cpd00139_c0 + cpd15500_c0 --> cpd00040_c0 + cpd15499_c0 (A3776_RS17185 and A3776_RS17180 and A3776_RS21160)\n", - "\n", - "rxn00762_c0: cpd00003_c0 + cpd00100_c0 <=> cpd00004_c0 + cpd00067_c0 + cpd00157_c0 (A3776_RS03005)\n", - "rxn00762__vc: cpd00003[vc] + cpd00100[vc] --> cpd00004[vc] + cpd00067[vc] + cpd00157[vc] A3776_RS03005\n", - "rxn00762__hc: cpd00003[hc] + cpd00100[hc] --> cpd00004[hc] + cpd00067[hc] + cpd00157[hc] A3776_RS03005\n", - "\n", - "rxn01387_c0: cpd00006_c0 + cpd00260_c0 <=> cpd00005_c0 + cpd00067_c0 + cpd03187_c0 (A3776_RS20350)\n", - "\n", - "rxn00799_c0: cpd00130_c0 <=> cpd00001_c0 + cpd00106_c0 (A3776_RS00630)\n", - "rxn00799__vc: cpd00130[vc] <=> cpd00001[vc] + cpd00106[vc] A3776_RS00630\n", - "rxn00799__hc: cpd00130[hc] <=> cpd00001[hc] + cpd00106[hc] A3776_RS00630\n", - "\n", - "rxn08734_c0: 2 cpd00067_c0 + cpd11640_c0 + cpd15560_c0 --> 2 cpd00067_e0 + cpd15561_c0 (A3776_RS12315) or (A3776_RS02530) or (A3776_RS12320)\n", - "\n", - "rxn09001_c0: 2 cpd00067_c0 + cpd00209_c0 + cpd15561_c0 --> cpd00001_c0 + 2 cpd00067_e0 + cpd00075_c0 + cpd15560_c0 (A3776_RS11430)\n", - "\n", - "rxn09003_c0: 2 cpd00067_c0 + cpd00209_c0 + cpd15499_c0 --> cpd00001_c0 + 2 cpd00067_e0 + cpd00075_c0 + cpd15500_c0 (A3776_RS11430)\n", - "\n", - "rxn08173_c0: cpd00008_c0 + cpd00009_c0 + 4 cpd00067_e0 <=> cpd00001_c0 + cpd00002_c0 + 3 cpd00067_c0 (A3776_RS13435 and A3776_RS10975 and A3776_RS13440 and A3776_RS13445 and A3776_RS10980 and A3776_RS13470) or (A3776_RS10825 and A3776_RS13435 and A3776_RS13440 and A3776_RS13445 and A3776_RS10980 and A3776_RS13470) or (A3776_RS13465) or (A3776_RS13450) or (A3776_RS13455) or (A3776_RS13460)\n", - "\n", - "rxn09295_c0: cpd00004_c0 + cpd00006_c0 + 2 cpd00067_e0 --> cpd00003_c0 + cpd00005_c0 + 2 cpd00067_c0 (A3776_RS04690) or (A3776_RS04700) or (A3776_RS04695)\n", - "\n", - "rxn05312_c0: cpd00009_e0 + cpd00067_e0 <-- cpd00009_c0 + cpd00067_c0 (A3776_RS09530) or (A3776_RS11030)\n", - "rxn05312__vc: cpd00009[vp] + cpd00067[vp] <=> cpd00009[vc] + cpd00067[vc] A3776_RS09530 or A3776_RS11030\n", - "rxn05312__hc: cpd00009[hp] + cpd00067[hp] <=> cpd00009[hc] + cpd00067[hc] A3776_RS09530 or A3776_RS11030\n", - "\n", - "rxn08976_c0: cpd00004_c0 + cpd00067_c0 + cpd15352_c0 --> cpd00003_c0 + cpd15353_c0 (A3776_RS10740) or (A3776_RS17150) or (A3776_RS16420) or (A3776_RS02065) or (A3776_RS17155)\n", - "\n", - "rxn00507_c0: cpd00001_c0 + cpd00006_c0 + cpd00071_c0 --> cpd00005_c0 + cpd00029_c0 + 2.0 cpd00067_c0 (A3776_RS06600) or (A3776_RS04425)\n", - "\n", - "rxn00612_c0: cpd00006_c0 + cpd00080_c0 <=> cpd00005_c0 + cpd00067_c0 + cpd00095_c0 (A3776_RS22795)\n", - "rxn00612__vc: cpd00005[vc] + cpd00067[vc] + cpd00095[vc] --> cpd00006[vc] + cpd00080[vc] A3776_RS22795\n", - "rxn00612__hc: cpd00005[hc] + cpd00067[hc] + cpd00095[hc] --> cpd00006[hc] + cpd00080[hc] A3776_RS22795\n", - "\n", - "rxn00206_c0: 2.0 cpd00067_c0 + 2.0 cpd00532_c0 <-- cpd00007_c0 + cpd00025_c0 (A3776_RS09260) or (A3776_RS01410)\n", - "rxn00206__vc: 2.0 cpd00067[vc] + 2.0 cpd00532[vc] --> cpd00007[vc] + cpd00025[vc] A3776_RS01410 or A3776_RS09260\n", - "rxn00206__hc: 2.0 cpd00067[hc] + 2.0 cpd00532[hc] --> cpd00007[hc] + cpd00025[hc] A3776_RS01410 or A3776_RS09260\n", - "\n", - "rxn01834_c0: cpd02182_c0 <=> cpd00042_c0 + cpd00428_c0 (A3776_RS02965) or (A3776_RS22105)\n", - "rxn01834__vc: cpd02182[vc] <=> cpd00042[vc] + cpd00428[vc] A3776_RS22105 or A3776_RS02965\n", - "rxn01834__hc: cpd02182[hc] <=> cpd00042[hc] + cpd00428[hc] A3776_RS22105 or A3776_RS02965\n", - "\n", - "rxn05466_c0: cpd00013_e0 <=> cpd00013_c0 (A3776_RS13855) or (A3776_RS13890) or (A3776_RS13860)\n", - "\n", - "rxn01274_c0: cpd00001_c0 + cpd02182_c0 --> cpd00042_c0 + cpd00067_c0 + cpd00221_c0 (A3776_RS08720)\n", - "rxn01274__vc: cpd00001[vc] + cpd02182[vc] --> cpd00042[vc] + cpd00067[vc] + cpd00221[vc] A3776_RS08720 or A3776_RS12840 or A3776_RS16165\n", - "rxn01274__hc: cpd00001[hc] + cpd02182[hc] --> cpd00042[hc] + cpd00067[hc] + cpd00221[hc] A3776_RS08720 or A3776_RS12840 or A3776_RS16165\n", - "\n", - "rxn00611_c0: cpd00003_c0 + cpd00080_c0 <=> cpd00004_c0 + cpd00067_c0 + cpd00095_c0 (A3776_RS22795)\n", - "rxn00611__vc: cpd00004[vc] + cpd00067[vc] + cpd00095[vc] --> cpd00003[vc] + cpd00080[vc] A3776_RS22795\n", - "rxn00611__hc: cpd00004[hc] + cpd00067[hc] + cpd00095[hc] --> cpd00003[hc] + cpd00080[hc] A3776_RS22795\n", - "\n", - "rxn05467_c0: cpd00011_e0 <=> cpd00011_c0 \n", - "\n", - "rxn05488_c0: cpd00029_e0 + cpd00067_e0 <=> cpd00029_c0 + cpd00067_c0 \n", - "\n", - "rxn05468_c0: cpd00007_e0 --> cpd00007_c0 \n", - "\n", - "rxn05559_c0: cpd00047_e0 + cpd00067_e0 <=> cpd00047_c0 + cpd00067_c0 \n", - "\n", - "rxn05319_c0: cpd00001_e0 <=> cpd00001_c0 \n", - "\n", - "rxn05469_c0: cpd00020_e0 + cpd00067_e0 <=> cpd00020_c0 + cpd00067_c0 \n", - "\n", - "rxn08428_c0: cpd00363_c0 <=> cpd00363_e0 \n", - "\n", - "rxn08691_c0: cpd11640_c0 <=> cpd11640_e0 \n", - "\n", - "rxn08350_c0: cpd00067_e0 + cpd00221_e0 --> cpd00067_c0 + cpd00221_c0 \n", - "\n", - "EX_cpd00067_e0: cpd00067_e0 <=> \n", - "\n", - "EX_cpd00159_e0: cpd00159_e0 <=> \n", - "\n", - "EX_cpd00971_e0: cpd00971_e0 <=> \n", - "\n", - "EX_cpd00009_e0: cpd00009_e0 <=> \n", - "\n", - "EX_cpd00209_e0: cpd00209_e0 <=> \n", - "\n", - "EX_cpd00058_e0: cpd00058_e0 <=> \n", - "\n", - "EX_cpd00075_e0: cpd00075_e0 <=> \n", - "\n", - "EX_cpd00013_e0: cpd00013_e0 <=> \n", - "\n", - "EX_cpd00011_e0: cpd00011_e0 <=> \n", - "\n", - "EX_cpd00029_e0: cpd00029_e0 <=> \n", - "\n", - "EX_cpd00007_e0: cpd00007_e0 <=> \n", - "\n", - "EX_cpd00047_e0: cpd00047_e0 <=> \n", - "\n", - "EX_cpd00001_e0: cpd00001_e0 <=> \n", - "\n", - "EX_cpd00020_e0: cpd00020_e0 <=> \n", - "\n", - "EX_cpd00363_e0: cpd00363_e0 <=> \n", - "\n", - "EX_cpd11640_e0: cpd11640_e0 <=> \n", - "\n", - "EX_cpd00221_e0: cpd00221_e0 <=> \n", - "\n", - "bio1: 41.257 cpd00001_c0 + 41.257 cpd00002_c0 + 3.547 cpd00003_c0 + 1.8225 cpd00005_c0 + 2.8328 cpd00020_c0 + 3.7478 cpd00022_c0 + 1.0789 cpd00024_c0 + 1.7867 cpd00032_c0 + 0.5191 cpd00061_c0 + 0.0709 cpd00072_c0 + 0.205 cpd00079_c0 + 0.8977 cpd00101_c0 + 0.129 cpd00102_c0 + 1.496 cpd00169_c0 + 0.8977 cpd00236_c0 --> 3.547 cpd00004_c0 + 1.8225 cpd00006_c0 + 41.257 cpd00008_c0 + 41.257 cpd00009_c0 + 3.7478 cpd00010_c0 + 46.6265 cpd00067_c0 + cpd11416_c0 \n", - "\n", - "bio2: 41.257 cpd00001_c0 + 41.257 cpd00002_c0 --> 41.257 cpd00008_c0 + 41.257 cpd00009_c0 + 46.6265 cpd00067_c0 \n", - "\n", - "SK_cpd11416_c0: cpd11416_c0 --> \n", - "\n" - ] - } - ], - "source": [ - "for r in model_test.reactions:\n", - " i = r.id\n", - " seed_id = i[:-3]\n", - " print(r, r.gene_reaction_rule)\n", - " if f'{seed_id}__vc' in model_full.reactions:\n", - " rxn_other = model_full.reactions.get_by_id(f'{seed_id}__vc')\n", - " print(rxn_other, rxn_other.gene_reaction_rule)\n", - " if f'{seed_id}__hc' in model_full.reactions:\n", - " rxn_other = model_full.reactions.get_by_id(f'{seed_id}__hc')\n", - " print(rxn_other, rxn_other.gene_reaction_rule)\n", - " print()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "27e6e6bd-18b8-4fff-8d38-a569d2098e89", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{ + "cells": [ + { + "cell_type": "markdown", + "id": "7f53fcb3-4b49-4d57-a2e5-afa555378ce0", + "metadata": {}, + "source": [ + "# Reading ModelSEED Biochemistry from ModelSEED Database\n", + "\n", + "This notebook provides examples to read data from the biochemistry database" + ] + }, + { + "cell_type": "markdown", + "id": "74246002-2a2e-405c-8aa0-2ed382c752cc", + "metadata": {}, + "source": [ + "The biochemistry database is represented by the `modelseedpy.biochem.modelseed_biochem.ModelSEEDDatabase` class\n", + "\n", + "The database can be instantiated from either a local github copy of the database repository or loaded via web url from github.\n", + "* `from_local` - from_local(*path to repository*)\n", + " * Example:\n", + " 1. first we obtain a copy of the repository: `git clone https://github.com/ModelSEED/ModelSEEDDatabase.git`\n", + " 2. then we can load the repository with `from_local`: `from_local('/home/user/ModelSEEDDatabase')`\n", + "* `from_github` - from_github(*commit version*)\n", + " * Example:\n", + " * load the dev branch from github (default: https://github.com/ModelSEED/ModelSEEDDatabase): `from_github('dev')`\n", + " * load a specific commit version from github: `from_github('194ac8afe48f8a606c0dd07ba3c7af10c02ba2fd')`\n", + " * load from another fork/repository: `from_github('master', 'https://raw.githubusercontent.com/Fxe/ModelSEEDDatabase')`" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "ac3992a9-d5b3-48d7-b744-0dd08a32df27", + "metadata": {}, + "outputs": [], + "source": [ + "import logging\n", + "import pandas as pd\n", + "from modelseedpy.biochem.modelseed_biochem import get_structures_from_df, get_aliases_from_df, get_names_from_df, process_aliases, load_metabolites_from_df\n", + "from modelseedpy.biochem.modelseed_biochem import ALIAS_RXN_IDENTIFIERS_ORG, ALIAS_MODELS\n", + "from modelseedpy.biochem.modelseed_biochem import from_local2, from_local, from_github\n", + "from modelseedpy.biochem.modelseed_reaction import ModelSEEDReaction, ModelSEEDReaction2\n", + "logger = logging.getLogger(__name__)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "65ecaae2-d062-4221-b567-dddd4eec15bd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 16.8 s, sys: 668 ms, total: 17.5 s\n", + "Wall time: 17.5 s\n" + ] + } + ], + "source": [ + "%%time\n", + "modelseed_local2 = from_local2('/home/fliu/workspace/python/ModelSEEDDatabase/')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "cc04b352-3890-4bad-8a16-c9a05e401be2", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 42.2 s, sys: 503 ms, total: 42.7 s\n", + "Wall time: 42.7 s\n" + ] + } + ], + "source": [ + "%%time\n", + "modelseed_local1 = from_local('/home/fliu/workspace/python/ModelSEEDDatabase/')" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "43934d69-bbd0-4cab-ab7f-a6e4296a7b56", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 18.8 s, sys: 1.12 s, total: 19.9 s\n", + "Wall time: 24.3 s\n" + ] + } + ], + "source": [ + "%%time\n", + "modelseed_git = from_github('dev')" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "7e4ce949-7c34-408e-976b-77d7eaf0993f", + "metadata": {}, + "outputs": [], + "source": [ + "inchi_key_lookup = {}\n", + "for cpd in modelseed_git.compounds:\n", + " inchi_key = cpd.inchi_key\n", + " inchi_key = None if pd.isna(inchi_key) or len(inchi_key) == 0 else inchi_key\n", + " cpd.inchi_key = inchi_key\n", + " if cpd.inchi_key:\n", + " a, b, p = cpd.inchi_key.split('-')\n", + " if a not in inchi_key_lookup:\n", + " inchi_key_lookup[a] = {}\n", + " if b not in inchi_key_lookup[a]:\n", + " inchi_key_lookup[a][b] = set()\n", + " inchi_key_lookup[a][b].add((cpd.id, p))" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "27d973b2-67af-43a0-b418-737843aeb038", + "metadata": {}, + "outputs": [], + "source": [ + "metabolite_reactions = {}\n", + "for rxn in modelseed_git.reactions:\n", + " if not rxn.is_obsolete:\n", + " for m in rxn.metabolites:\n", + " if m.seed_id not in metabolite_reactions:\n", + " metabolite_reactions[m.seed_id] = set()\n", + " metabolite_reactions[m.seed_id].add(rxn.id)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "28c90f2a-3f21-4616-8c69-2c746be512ec", + "metadata": {}, + "outputs": [], + "source": [ + "import cobrakbase\n", + "kbase = cobrakbase.KBaseAPI()\n", + "genome = kbase.get_from_ws('87388/3/1')" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "87e117e3-762c-4840-a40b-66714ef675f5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'aliases': [['protein_id', 'WP_066378293.1'], ['locus_tag', 'A3776_RS08395']],\n", + " 'cdss': ['A3776_RS08395_CDS_1'],\n", + " 'dna_sequence': 'ATGATTGTACCCTTGCTATATCTGGCTTTAGCCGGAGCCTATCTATTAGTTGTCCCGGTGGCTTTAATGCTTTACCTCAACCTACGCTGGTATACGGCTGGCTCGATTGAGCGCACCGTCATGTATTTTTTTGTATTTTTGTTCTTTCCCGGACTGTTGGTTTTGTCGCCGTTTGTGAATCTGCGACCCAAACCCCGCAAAATTGAAGTTTAA',\n", + " 'dna_sequence_length': 213,\n", + " 'functions': ['NADH dehydrogenase subunit', 'NdhL'],\n", + " 'id': 'A3776_RS08395',\n", + " 'location': [['NZ_LUHI01000036.1', 21434, '-', 213]],\n", + " 'md5': '1ae8b7b3d705b63184c99a9711785d23',\n", + " 'protein_md5': '1ae8b7b3d705b63184c99a9711785d23',\n", + " 'protein_translation': 'MIVPLLYLALAGAYLLVVPVALMLYLNLRWYTAGSIERTVMYFFVFLFFPGLLVLSPFVNLRPKPRKIEV',\n", + " 'protein_translation_length': 70,\n", + " 'quality': {'hit_count': 5, 'weighted_hit_count': 5.5205}}" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "genome.features.get_by_id('A3776_RS08395').data" + ] + }, + { + "cell_type": "code", + "execution_count": 221, + "id": "d950807e-d2b1-423e-be71-7f54a5a35930", + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "data = None\n", + "with open('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_single.json', 'r') as fh:\n", + " data = json.load(fh)" + ] + }, + { + "cell_type": "code", + "execution_count": 222, + "id": "80409e3f-e672-47bc-b275-715f79276bfb", + "metadata": {}, + "outputs": [], + "source": [ + "%run /home/fliu/workspace/data/sbml/iAnC892/tools.py\n", + "integrate_to_seed(data)" + ] + }, + { + "cell_type": "code", + "execution_count": 161, + "id": "d644b65e-3955-4da4-b346-3a3e4d0cd9ae", + "metadata": {}, + "outputs": [], + "source": [ + "with open('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_single_mapped.json', 'w') as fh:\n", + " fh.write(json.dumps(data, indent=4, sort_keys=True))" + ] + }, + { + "cell_type": "code", + "execution_count": 162, + "id": "df7e8efe-df5c-48a5-b240-48b7f51996ec", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 163, + "id": "b9906460-1807-45ce-9b8b-65f4a910fce2", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 223, + "id": "e64a4938-9fa5-496d-9658-633b88c0ae56", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 224, + "id": "93c0dcbd-fdb0-41f7-8e70-f02668fe4108", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Metabolite identifiercpd00011_p
NameCO2
Memory address0x07fcba66f68e0
FormulaCO2
Compartmentp
In 2 reaction(s)\n", + " cpd00011exccc_p, cpd00011excpp_e
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 224, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_mapped.metabolites.cpd00011_p" + ] + }, + { + "cell_type": "code", + "execution_count": 225, + "id": "3a7c8dc8-2a5c-46e5-b850-432f622b9e9f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 obj_ATP = 0.8035714285714285

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd11632_eEX_cpd11632_e0.500.00%
hvphoton1_eEX_hvphoton1_e0.500.00%

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 225, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_mapped = cobra.io.load_json_model('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_single_mapped.json')\n", + "from modelseedpy import MSBuilder\n", + "from cobra.core import Reaction\n", + "MSBuilder.build_exchanges(model_mapped, 'e')\n", + "atp_obj = Reaction('obj_ATP', 'ATP objective function', 'objetive function', 0, 1000)\n", + "atp_obj.add_metabolites({\n", + " model_mapped.metabolites.cpd00001_c: -1,\n", + " model_mapped.metabolites.cpd00002_c: -1,\n", + " model_mapped.metabolites.cpd00008_c: 1,\n", + " model_mapped.metabolites.cpd00009_c: 1,\n", + " model_mapped.metabolites.cpd00067_c: 1,\n", + "})\n", + "model_mapped.add_reactions([atp_obj])\n", + "model_mapped.objective = 'obj_ATP'\n", + "model_mapped.medium = {\n", + " #'EX_cpd00067_e': 1,\n", + " 'EX_cpd11632_e': 0.5,\n", + " #'EX_hvphoton2_e': 0.5,\n", + " 'EX_hvphoton1_e': 0.5\n", + "}\n", + "#1.0 obj_ATP = 0.8035714285714285\n", + "model_mapped.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 197, + "id": "ae9ff50c-d433-46b6-91c1-efb2ceaa8594", + "metadata": {}, + "outputs": [], + "source": [ + "model_mapped.medium = {\n", + " 'EX_cpd00067_e': 1\n", + " }\n", + "sol = cobra.flux_analysis.pfba(model_mapped)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ef5ccc4d-ef83-455d-8602-1c37bca79558", + "metadata": {}, + "outputs": [], + "source": [ + "for a in [{'EX_cpd11632_e': 1}, {'EX_hvphoton1_e': 1}]:\n", + " model_mapped.medium = {\n", + " k.id: 1,\n", + " }\n", + " sol = cobra.flux_analysis.pfba(model_mapped)\n", + "\n", + " print(model_mapped.medium)\n", + " ss = f\"{cpd.id}\\t{cpd.name}\\t{sol.fluxes['obj_ATP']}\\t{sol.status}\"\n", + " print(ss)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7a57bcf3-1dbc-4e2d-899a-5b3fdaef9c63", + "metadata": {}, + "outputs": [], + "source": [ + "#glc/O2 22.857142857142854\n", + "#glc 0" + ] + }, + { + "cell_type": "code", + "execution_count": 218, + "id": "24fe768b-c842-4eb6-ba83-5d3013f1ddb1", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 obj_ATP = 0.0

Uptake

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MetaboliteReactionFluxC-NumberC-Flux

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 218, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_mapped.medium = {\n", + " 'EX_cpd00067_e': 1000,\n", + " 'EX_cpd00001_e': 1000,\n", + " 'EX_cpd00242_e': 1, #H2CO3\n", + " 'EX_cpd00528_e': 1000, #N2\n", + " 'EX_cpd00011_e': 1000, #co2\n", + " 'EX_cpd00007_e': 0, #O2\n", + " 'EX_cpd11632_e': 0,\n", + " 'EX_hvphoton1_e': 0,\n", + " 'EX_cpd00027_e': 1,\n", + " 'EX_cpd00048_e': 1,\n", + " 'EX_cpd00209_e': 1,\n", + " 'EX_cpd11640_e': 1, #H2\n", + " 'EX_cpd00268_e': 10\n", + " }\n", + "model_mapped.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 203, + "id": "511cbac2-307e-4834-b301-41d0b3596451", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cpd11632_e\tPhotosystem 2 photon\t0.8571428571428571\toptimal\n", + "hvphoton1_e\tPhotosystem 1 photon\t0.75\toptimal\n", + "cpd00067_e\tH+\t0.0\toptimal\n", + "cpd00001_e\tH2O\t0.0\toptimal\n", + "cpd00007_e\tO2\t0.0\toptimal\n", + "cpd00009_e\tPhosphate\t0.0\toptimal\n", + "cpd00048_e\tSulfate\t0.0\toptimal\n", + "cpd00209_e\tNitrate\t0.0\toptimal\n", + "cpd00254_e\tMg\t0.0\toptimal\n", + "cpd10515_e\tFe+2\t0.0\toptimal\n", + "cpd00149_e\tCo2+\t0.0\toptimal\n", + "cpd00034_e\tZn2+\t0.0\toptimal\n", + "cpd00058_e\tCu2+\t0.0\toptimal\n", + "cpd20863_e\tMn2+\t0.0\toptimal\n", + "cpd00063_e\tCa2+\t0.0\toptimal\n", + "cpd00205_e\tK+\t0.0\toptimal\n", + "cpd00971_e\tNa+\t0.0\toptimal\n", + "cpd11574_e\tMolybdate\t0.0\toptimal\n", + "cpd00011_e\tCO2\t0.0\toptimal\n", + "cpd00528_e\tN2\t0.0\toptimal\n", + "cpd00027_e\tD-Glucose\t0.0\toptimal\n", + "cpd00053_e\tL-Glutamine\t0.0\toptimal\n", + "cpd00107_e\tL-Leucine\t0.0\toptimal\n", + "cpd00118_e\tPutrescine\t0.0\toptimal\n", + "cpd00129_e\tL-Proline\t0.0\toptimal\n", + "cpd00156_e\tL-Valine\t0.0\toptimal\n", + "cpd00179_e\tMaltose\t0.0\toptimal\n", + "cpd00264_e\tSpermidine\t0.0\toptimal\n", + "cpd00268_e\tH2S2O3\t0.0\toptimal\n", + "cpd00322_e\tL-Isoleucine\t0.0\toptimal\n", + "cpd03725_e\tFe(III)dicitrate\t0.0\toptimal\n", + "cpd00060_e\tL-Methionine\t0.0\toptimal\n", + "cpd00104_e\tBIOT\t0.0\toptimal\n", + "cpd01012_e\tCd2+\t0.0\toptimal\n", + "cpd11593_e\tala-L-asp-L\t0.0\toptimal\n", + "cpd00159_e\tL-Lactate\t0.0\toptimal\n", + "cpd01262_e\tAmylotriose\t0.0\toptimal\n", + "cpd01329_e\tMaltohexaose\t0.0\toptimal\n", + "cpd00242_e\tH2CO3\t0.0\toptimal\n", + "cpd00013_e\tcpd00013[e]\t0.0\toptimal\n", + "cpd11640_e\tH2\t0.0\toptimal\n" + ] + } + ], + "source": [ + "for k in model_mapped.exchanges:\n", + " cpd = list(k.metabolites)[0]\n", + " model_mapped.medium = {\n", + " k.id: 1,\n", + " }\n", + " sol = cobra.flux_analysis.pfba(model_mapped)\n", + " ss = f\"{cpd.id}\\t{cpd.name}\\t{sol.fluxes['obj_ATP']}\\t{sol.status}\"\n", + " print(ss)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "1c6bc2f8-d523-440b-904c-5acd4db54860", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Dihydroorotate dehydrogenase (quinone) (EC 1.3.5.2)\n", + "Putative dihydropyrimidine dehydrogenase [NADP+], similar to dihydroorotate dehydrogenase\n" + ] + } + ], + "source": [ + "for k in ['A3776_RS12690', 'A3776_RS16110']:\n", + " for o in genome.features.get_by_id(k).functions:\n", + " print(o)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "15430fde-162c-4476-9319-35ebcf0541c1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "NDH1_1u_k A3776_RS06230 and A3776_RS16180 and A3776_RS20905 and A3776_RS06215 and A3776_RS06220 and A3776_RS19180 and ( A3776_RS06225 or A3776_RS21975 ) and A3776_RS20895 and A3776_RS20900 and A3776_RS08395 and A3776_RS11390 and A3776_RS03245 and A3776_RS09810 and A3776_RS09805 and A3776_RS09800 and ( A3776_RS08060 or A3776_RS10415 or A3776_RS22280 ) and ( A3776_RS03760 or A3776_RS08065 or A3776_RS18720 )\n", + "NDH1_1p_p A3776_RS06230 and A3776_RS16180 and A3776_RS20905 and A3776_RS06215 and A3776_RS06220 and A3776_RS19180 and ( A3776_RS06225 or A3776_RS21975 ) and A3776_RS20895 and A3776_RS20900 and A3776_RS08395 and A3776_RS11390 and A3776_RS03245 and A3776_RS09810 and A3776_RS09805 and A3776_RS09800 and ( A3776_RS08060 or A3776_RS10415 or A3776_RS22280 ) and ( A3776_RS03760 or A3776_RS08065 or A3776_RS18720 )\n", + "NDH1_4pp_p A3776_RS06230 and A3776_RS16180 and A3776_RS20905 and A3776_RS06215 and A3776_RS06220 and A3776_RS19180 and ( A3776_RS06225 or A3776_RS21975 ) and A3776_RS20895 and A3776_RS20900 and A3776_RS08395 and A3776_RS11390 and A3776_RS03245 and A3776_RS09810 and A3776_RS09805 and A3776_RS09800 and ( A3776_RS03765 or A3776_RS18715 ) and ( A3776_RS03760 or A3776_RS08065 or A3776_RS18720 ) and A3776_RS03770\n", + "NDH1_3u_k A3776_RS06230 and A3776_RS16180 and A3776_RS20905 and A3776_RS06215 and A3776_RS06220 and A3776_RS19180 and ( A3776_RS06225 or A3776_RS21975 ) and A3776_RS20895 and A3776_RS20900 and A3776_RS08395 and A3776_RS11390 and A3776_RS03245 and A3776_RS09810 and A3776_RS09805 and A3776_RS09800 and ( A3776_RS08060 or A3776_RS10415 or A3776_RS22280 ) and ( A3776_RS03760 or A3776_RS08065 or A3776_RS18720 ) and A3776_RS18710 and A3776_RS04105\n", + "NDH1_2p_p A3776_RS06230 and A3776_RS16180 and A3776_RS20905 and A3776_RS06215 and A3776_RS06220 and A3776_RS19180 and ( A3776_RS06225 or A3776_RS21975 ) and A3776_RS20895 and A3776_RS20900 and A3776_RS08395 and A3776_RS11390 and A3776_RS03245 and A3776_RS09810 and A3776_RS09805 and A3776_RS09800 and ( A3776_RS08060 or A3776_RS10415 or A3776_RS22280 ) and ( A3776_RS03760 or A3776_RS08065 or A3776_RS18720 )\n", + "NDH1_2u_k A3776_RS06230 and A3776_RS16180 and A3776_RS20905 and A3776_RS06215 and A3776_RS06220 and A3776_RS19180 and ( A3776_RS06225 or A3776_RS21975 ) and A3776_RS20895 and A3776_RS20900 and A3776_RS08395 and A3776_RS11390 and A3776_RS03245 and A3776_RS09810 and A3776_RS09805 and A3776_RS09800 and ( A3776_RS08060 or A3776_RS10415 or A3776_RS22280 ) and ( A3776_RS03760 or A3776_RS08065 or A3776_RS18720 )\n", + "rxn08335_p_p A3776_RS12690\n", + "DHORD_PQ9_k A3776_RS12690 or A3776_RS16110\n" + ] + } + ], + "source": [ + "for rxn_id in super_c:\n", + " if rxn_id in model.reactions:\n", + " stoich_key, compartment_setup = super_c[rxn_id]\n", + " rxn_model = model.reactions.get_by_id(rxn_id)\n", + " print(rxn_model.id, rxn_model.gene_reaction_rule)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "d91f26d4-f2d1-4231-9408-7a451a304399", + "metadata": {}, + "outputs": [], + "source": [ + "import cobra\n", + "model = cobra.io.load_json_model('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_single.json')" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "id": "43f03e38-ea9b-462d-b69c-aea595fdd8bd", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Reaction identifierCBFCu_k
Namecytochrome b6/f complex
Memory address0x07fcbbf9f9f70
Stoichiometry\n", + "

2.0 cpd00067_c + 2.0 cpd12265_k + cpd16503_k --> 4.0 cpd00067_k + cpd07274_k + 2.0 cpd12239_k

\n", + "

2.0 H+ + 2.0 Oxidized plastocyanin + Plastoquinol-9 --> 4.0 H+ + Plastoquinone A + 2.0 Reduced plastocyanin

\n", + "
GPRA3776_RS13955 or A3776_RS22750
Lower bound0.0
Upper bound1000.0
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.reactions.CBFCu_k" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "7c892248-657d-40aa-b73f-57331a0e7948", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cpd00007_0 0 cpd00007_k\n", + "-1.0\n", + "cpd00067_0 0 cpd00067_k\n", + "-4.0\n", + "cpd16503_0 0 cpd16503_k\n", + "-2.0\n", + "cpd00001_0 0 cpd00001_k\n", + "2.0\n", + "cpd00067_1 1 cpd00067_c\n", + "4.0\n", + "cpd07274_0 0 cpd07274_k\n", + "2.0\n", + "cpd11632_0 0 cpd11632_k\n", + "1.0\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Reaction identifierrxn46370_k
Namenan
Memory address0x07fcbbc01f790
Stoichiometry\n", + "

cpd00007_k + 4.0 cpd00067_k + 2.0 cpd16503_k <=> 2.0 cpd00001_k + 4.0 cpd00067_c + 2.0 cpd07274_k + cpd11632_k

\n", + "

O2 + 4.0 H+ + 2.0 Plastoquinol-9 <=> 2.0 H2O + 4.0 H+ + 2.0 Plastoquinone A + hn

\n", + "
GPR
Lower bound-1000
Upper bound1000
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "seed_build = {\n", + " 'PSII_k': ('rxn46370', {'0': 'k', '1': 'c'}),\n", + "}\n", + "modelseed_git.reactions.rxn46370.to_template_reaction({'0': 'k', '1': 'c'})" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4556b85c-5d82-45e0-b9bb-e9860adf35a4", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 170, + "id": "4436bbf2-885f-41a4-ab76-87f688447cb1", + "metadata": {}, + "outputs": [], + "source": [ + "#rxn37623: cpd00005_0 + 3.0 cpd00067_0 + cpd07274_0 <=> cpd00006_0 + cpd29046_0\n", + "#rxn37623 NADPH + 3.0 H+ + Plastoquinone A <=> NADP + plastoquinol A\n", + "#rxn36824 NADPH + H+ + Plastoquinone A <=> NADP + Plastoquinol-9\n", + "#rxn36824: cpd00005_0 + cpd00067_0 + cpd07274_0 <=> cpd00006_0 + cpd16503_0\n", + "super_c = {\n", + " 'NDH1_1u_k': ('NDH1_1u_k', {'0': 'c', '1': 'k'}),\n", + " 'NDH1_1p_p': ('NDH1_1u_k', {'0': 'c', '1': 'p'}),\n", + " 'NDH1_4pp_p': ('NDH1_3u_k', {'0': 'c', '1': 'p'}),\n", + " 'NDH1_3u_k': ('NDH1_3u_k', {'0': 'c', '1': 'k'}),\n", + " 'NDH1_2p_p': ('NDH1_2u_k', {'0': 'c', '1': 'p'}),\n", + " 'NDH1_2u_k': ('NDH1_2u_k', {'0': 'c', '1': 'k'}),\n", + " \n", + " 'rxn08335_p_p': ('DHORD_PQ9_k', {'0': 'c', '1': 'p'}),\n", + " 'DHORD_PQ9_k': ('DHORD_PQ9_k', {'0': 'c', '1': 'k'}),\n", + " 'FQR_k': ('FQR_k', {'0': 'c', '1': 'k'}),\n", + " 'CBFCu_k': ('CBFCu_k', {'0': 'c', '1': 'k'}),\n", + "}\n", + "# cpd00005_c + 4.0 cpd00067_c + cpd07274_k --> cpd00006_c + 3.0 cpd00067_k + cpd16503_k\n", + "#NDH1_1p_p: cpd00005_c + 4.0 cpd00067_c + cpd07274_p --> cpd00006_c + 3.0 cpd00067_p + cpd16503_p\n", + "#NDH1_1u_k: cpd00005_c + 4.0 cpd00067_c + cpd07274_k --> cpd00006_c + 3.0 cpd00067_k + cpd16503_k\n", + "super_s = {\n", + " 'NDH1_1u_k': {\n", + " ('cpd00005', '0'): -1, \n", + " ('cpd00067', '0'): -4, \n", + " ('cpd07274', '1'): -1,\n", + " ('cpd00006', '0'): 1, \n", + " ('cpd00067', '1'): 3, \n", + " ('cpd16503', '1'): 1\n", + " },\n", + "\n", + "#NDH1_4pp_p: cpd00001_c + cpd00005_c + cpd00011_p + 3.0 cpd00067_c + cpd07274_p --> cpd00006_c + 3.0 cpd00067_p + cpd00242_c + cpd16503_p\n", + "#NDH1_3u_k : cpd00001_c + cpd00005_c + cpd00011_p + 3.0 cpd00067_c + cpd07274_k --> cpd00006_c + 3.0 cpd00067_k + cpd00242_c + cpd16503_k\n", + " 'NDH1_3u_k': {\n", + " ('cpd00001', '0'): -1, \n", + " ('cpd00005', '0'): -1, \n", + " ('cpd00011', '0'): -1,\n", + " ('cpd00067', '0'): -3,\n", + " ('cpd07274', '1'): -1,\n", + " ('cpd00006', '0'): 1, \n", + " ('cpd00067', '1'): 3, \n", + " ('cpd00242', '0'): 1,\n", + " ('cpd16503', '1'): 1\n", + " },\n", + "#NDH1_2p_p: cpd00004_c + 4.0 cpd00067_c + cpd07274_p --> cpd00003_c + 3.0 cpd00067_p + cpd16503_p\n", + "#NDH1_2u_k: cpd00004_c + 4.0 cpd00067_c + cpd07274_k --> cpd00003_c + 3.0 cpd00067_k + cpd16503_k\n", + " 'NDH1_2u_k': {\n", + " ('cpd00004', '0'): -1, \n", + " ('cpd00067', '0'): -4, \n", + " ('cpd07274', '1'): -1,\n", + " ('cpd00003', '0'): 1,\n", + " ('cpd00067', '1'): 3, \n", + " ('cpd16503', '1'): 1\n", + " },\n", + "#NDH2_syn_k: cpd00004_c + cpd00067_c + cpd07274_k --> cpd00003_c + cpd16503_k\n", + " 'NDH2_syn_k': {\n", + " ('cpd00004', 'c'): -1, \n", + " ('cpd00067', 'c'): -1, \n", + " ('cpd07274', 'k'): -1,\n", + " ('cpd00003', 'c'): 1,\n", + " ('cpd16503', 'k'): 1\n", + " },\n", + "#rxn08335_p_p: cpd00282_c + cpd07274_p --> cpd00247_c + cpd16503_p\n", + "#DHORD_PQ9_k : cpd00282_c + cpd07274_k --> cpd00247_c + cpd16503_k\n", + " 'DHORD_PQ9_k': {\n", + " ('cpd00282', '0'): -1, \n", + " ('cpd07274', '1'): -1, \n", + " ('cpd00247', '0'): 1,\n", + " ('cpd16503', '1'): 1\n", + " },\n", + "#FQR_k: 2.0 cpd00067_c + cpd07274_k + 2.0 cpd11620_c --> 2.0 cpd11621_c + cpd16503_k\n", + " 'FQR_k': {\n", + " ('cpd00067', '0'): -2, \n", + " ('cpd07274', '1'): -1, \n", + " ('cpd11620', '0'): -2,\n", + " ('cpd11621', '0'): 2,\n", + " ('cpd16503', '1'): 1\n", + " },\n", + "#CBFCu_k: 2.0 cpd00067_c + 2.0 cpd12265_k + cpd16503_k --> 4.0 cpd00067_k + cpd07274_k + 2.0 cpd12239_k\n", + " 'CBFCu_k': {\n", + " ('cpd00067', '0'): -2, \n", + " ('cpd12265', '1'): -2, \n", + " ('cpd16503', '1'): -1,\n", + " ('cpd00067', '1'): 4,\n", + " ('cpd07274', '1'): 1,\n", + " ('cpd12239', '1'): 2\n", + " },\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 150, + "id": "aecd7819-ac3f-4ec7-90f1-d262a6a5fb3e", + "metadata": {}, + "outputs": [], + "source": [ + "# CYTBDu_k -> DB with pq9" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e5d103f6-1cef-4851-a845-68eeb80298ef", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 174, + "id": "3ce735a9-be63-4144-a466-d36b4c5b09f1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "NDH1_1u_k True\n", + "NDH1_1p_p True\n", + "NDH1_4pp_p True\n", + "NDH1_3u_k True\n", + "NDH1_2p_p True\n", + "NDH1_2u_k True\n", + "rxn08335_p_p True\n", + "DHORD_PQ9_k True\n", + "FQR_k True\n", + "CBFCu_k True\n" + ] + } + ], + "source": [ + "def test(model_mapped):\n", + " for rxn_id in super_c:\n", + " if rxn_id in model_mapped.reactions:\n", + " stoich_key, compartment_setup = super_c[rxn_id]\n", + " rxn_model = model_mapped.reactions.get_by_id(rxn_id)\n", + " #print(rxn_id, rxn_model)\n", + " #\n", + " rxn_s_model = dict(map(lambda x: (x[0].id, x[1]), rxn_model.metabolites.items()))\n", + " rxn_s_match = {}\n", + " for (cpd_id, cmp_token), v in super_s[stoich_key].items():\n", + " _cpd_id = f'{cpd_id}_{compartment_setup[cmp_token]}'\n", + " rxn_s_match[_cpd_id] = v\n", + "\n", + " valid = rxn_s_model == rxn_s_match\n", + " print(rxn_id, valid)\n", + " if not valid:\n", + " print(rxn_id, compartment_setup)\n", + " print('rxn_s_match', rxn_s_match)\n", + " print('rxn_s_model', rxn_s_model)\n", + "test(model_mapped)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e5540a3d-cfe9-4f79-8a12-d3b1ee55747e", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "85ac7e99-1a38-436d-b006-a10021d7b26a", + "metadata": {}, + "outputs": [], + "source": [ + "rxn14159: cpd00006_0 + cpd00067_0 + 2.0 cpd11620_0 <=> cpd00005_0 + 2.0 cpd11621_0\n", + "rxn14159 NADP + H+ + 2.0 Reducedferredoxin <=> NADPH + 2.0 Oxidizedferredoxin\n", + "\n", + "rxn05937: cpd00006_0 + cpd00067_0 + cpd11620_0 <=> cpd00005_0 + cpd11621_0\n", + "rxn05937 NADP + H+ + Reducedferredoxin <=> NADPH + Oxidizedferredoxin" + ] + }, + { + "cell_type": "code", + "execution_count": 228, + "id": "5247a251-46de-4338-bb3d-ae336dae5bfa", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "rxn34892: 4.0 cpd00005_0 + cpd00007_0 + cpd11621_0 + cpd30237_0 <=> 2.0 cpd00001_0 + 4.0 cpd00006_0 + cpd11620_0 + cpd30238_0 {'0'}\n", + "rxn34892 4.0 NADPH + O2 + Oxidizedferredoxin + Digalactosyldiacylglycerol (1-(9Z)-octadecenoyl,2-(7Z,10Z)-hexadecadienoyl, 18:1(9Z)/16:2(7Z,10Z)) <=> 2.0 H2O + 4.0 NADP + Reducedferredoxin + Digalactosyldiacylglycerol (1-(9Z)-octadecenoyl,2-(4Z,7Z,10Z)-hexadecatrienoyl, 18:1(9Z)/16:3(4Z,7Z,10Z))\n", + "\n" + ] + } + ], + "source": [ + "def finddd(a, b):\n", + " c = set(a) | set(b)\n", + " super_match = None\n", + " for i in c:\n", + " if i in metabolite_reactions:\n", + " if super_match is None:\n", + " super_match = set(metabolite_reactions[i])\n", + " super_match &= set(metabolite_reactions[i])\n", + " return super_match\n", + "\n", + "#finddd(['cpd00003'], ['cpd00004'])\n", + "#cpd00001_k + 2.0 cpd00067_c + cpd07274_k + 2.0 hvphoton2_c --> 0.5 cpd00007_k + 2.0 cpd00067_k + cpd16503_k\n", + "#2 cpd00001_k + 4.0 cpd00067_c + 2 cpd07274_k + 4.0 hvphoton2_c --> 1 cpd00007_k + 4.0 cpd00067_k + 2 cpd16503_k\n", + "for r in finddd(['cpd00006', 'cpd11620'], ['cpd00005', 'cpd11621']):\n", + " rxn = modelseed_git.reactions.get_by_id(r)\n", + " print(rxn, rxn.compartments)\n", + " print(rxn.id, rxn.build_reaction_string(True))\n", + " print()\n", + " break" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cb26ddf6-393f-44b8-8bfc-c3844e02dc82", + "metadata": {}, + "outputs": [], + "source": [ + "#2 cpd00001_0 + 4.0 cpd00067_1 + 2 cpd07274_0 + cpd11632_0 --> 1 cpd00007_0 + 4.0 cpd00067_0 + 2 cpd16503_0\n", + "#2 cpd00001_k + 4.0 cpd00067_c + 2 cpd07274_k + 4.0 hvphoton2_c --> 1 cpd00007_k + 4.0 cpd00067_k + 2 cpd16503_k" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "2e451f61-3ce3-4f18-b68c-d989ff5cb49e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Reaction identifierrxn05937
NameFerredoxin:NADP+ oxidoreductase
Memory address0x07fcbbd112c70
Stoichiometry\n", + "

cpd00006_0 + cpd00067_0 + cpd11620_0 <=> cpd00005_0 + cpd11621_0

\n", + "

NADP + H+ + Reducedferredoxin <=> NADPH + Oxidizedferredoxin

\n", + "
GPR
Lower bound-1000
Upper bound1000
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "modelseed_git.reactions.rxn05937" + ] + }, + { + "cell_type": "code", + "execution_count": 283, + "id": "fa1682e1-ecdf-4656-b174-94c5e57b2d2d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Reaction identifierATP_syn_l__hc
NameATP synthetase(u)
Memory address0x07fcb9a4b07f0
Stoichiometry\n", + "

3.0 cpd00008[hc] + 3.0 cpd00009[hc] + 14.0 cpd00067[hl] --> 3.0 cpd00001[hc] + 3.0 cpd00002[hc] + 11.0 cpd00067[hc]

\n", + "

3.0 ADP + 3.0 Phosphate + 14.0 H+ --> 3.0 H2O + 3.0 ATP + 11.0 H+

\n", + "
GPR( A3776_RS10860 or A3776_RS13440 ) and ( A3776_RS10820 or A3776_RS10980 ) and ( A3776_RS10975 or...
Lower bound0.0
Upper bound1000.0
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 283, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_full.reactions.EX_cpd00027[e]" + ] + }, + { + "cell_type": "code", + "execution_count": 759, + "id": "1fddab8f-078e-4905-814a-d46dd718d971", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
NameM_iAnC892
Memory address0x07fcb9861eee0
Number of metabolites1811
Number of reactions1848
Number of groups0
Objective expression1.0*biomass_eq_33047_c0 - 1.0*biomass_eq_33047_c0_reverse_4b9c5
CompartmentsVegetative cytoplasm, Vegetative lumen, Vegetative periplasm, Extracellular space, Vegetative carboxysome, Heterocyst cytoplasm, Heterocyst lumen, Heterocyst periplasm, Pseudo compartment
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 759, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_full_mapped = cobra.io.load_json_model('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_mapped.json')\n", + "from cobra.core import Reaction\n", + "ex_hn = Reaction('EX_cpd11632_e0', 'Exchange for photon', '', -1000, 1000)\n", + "ex_hn.add_metabolites({\n", + " model_full_mapped.metabolites.cpd11632_e0: -1\n", + "})\n", + "model_full_mapped.add_reactions([ex_hn])\n", + "model_full_mapped" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ec7eb8e0-b592-4d4f-ae94-a792ac73a124", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 769, + "id": "c83aba5d-4fb6-4933-863b-12f384d73c64", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cpd00001[vp] H2O\n", + "\t CYO1b2pp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 cpd12239[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 cpd12265[vp]\n", + "\t CYTBDpp__vc: 0.5 cpd00007[vp] + cpd16503[vp] --> cpd00001[vp] + cpd07274[vp]\n", + "\t rxn08687__vc: cpd00001[vp] <=> cpd00001[vc]\n", + "\t CYO1bpp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 focytc_6[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 ficytc_6[vp]\n", + "\t rxn08686__vc: cpd00001[e] <=> cpd00001[vp]\n", + "\n", + "\n", + "cpd00007[vp] O2\n", + "\t CYO1b2pp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 cpd12239[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 cpd12265[vp]\n", + "\t CYTBDpp__vc: 0.5 cpd00007[vp] + cpd16503[vp] --> cpd00001[vp] + cpd07274[vp]\n", + "\t rxn09031__vc: cpd00007[e] <=> cpd00007[vp]\n", + "\t CYO1bpp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 focytc_6[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 ficytc_6[vp]\n", + "\t O2tpp__vc: cpd00007[vp] <=> cpd00007[vc]\n", + "\n", + "\n", + "cpd00067[vp] H+\n", + "\t CBFC2pp__vc: 2.0 cpd00067[vc] + cpd16503[vp] + 2.0 ficytc_6[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 focytc_6[vp]\n", + "\t CBFCpp__vc: 2.0 cpd00067[vc] + 2.0 cpd12265[vp] + cpd16503[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 cpd12239[vp]\n", + "\t rxn05312__vc: cpd00009[vp] + cpd00067[vp] <=> cpd00009[vc] + cpd00067[vc]\n", + "\t rxn05602__vc: cpd00067[vp] + cpd00159[vp] <=> cpd00067[vc] + cpd00159[vc]\n", + "\t H+tex__vc: cpd00067[e] <=> cpd00067[vp]\n", + "\t NDH1_2p__vc: cpd00004[vc] + 4.0 cpd00067[vc] + cpd07274[vp] --> cpd00003[vc] + 3.0 cpd00067[vp] + cpd16503[vp]\n", + "\t rxn05209__vc: cpd00067[vc] + cpd00971[vp] <=> cpd00067[vp] + cpd00971[vc]\n", + "\t CYO1b2pp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 cpd12239[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 cpd12265[vp]\n", + "\t NDH1_4pp__vc: cpd00001[vc] + cpd00005[vc] + cpd00011[vp] + 3.0 cpd00067[vc] + cpd07274[vp] --> cpd00006[vc] + 3.0 cpd00067[vp] + cpd00242[vc] + cpd16503[vp]\n", + "\t NDH1_1p__vc: cpd00005[vc] + 4.0 cpd00067[vc] + cpd07274[vp] --> cpd00006[vc] + 3.0 cpd00067[vp] + cpd16503[vp]\n", + "\t THD2__vc: cpd00004[vc] + cpd00006[vc] + 2.0 cpd00067[vp] --> cpd00003[vc] + cpd00005[vc] + 2.0 cpd00067[vc]\n", + "\t CYO1bpp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 focytc_6[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 ficytc_6[vp]\n", + "\t ATP_syn_p__vc: 3.0 cpd00008[vc] + 3.0 cpd00009[vc] + 14.0 cpd00067[vp] --> 3.0 cpd00001[vc] + 3.0 cpd00002[vc] + 11.0 cpd00067[vc]\n", + "\n", + "\n", + "cpd07274[vp] Plastoquinone A\n", + "\t CBFC2pp__vc: 2.0 cpd00067[vc] + cpd16503[vp] + 2.0 ficytc_6[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 focytc_6[vp]\n", + "\t CBFCpp__vc: 2.0 cpd00067[vc] + 2.0 cpd12265[vp] + cpd16503[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 cpd12239[vp]\n", + "\t CYTBDpp__vc: 0.5 cpd00007[vp] + cpd16503[vp] --> cpd00001[vp] + cpd07274[vp]\n", + "\t NDH1_2p__vc: cpd00004[vc] + 4.0 cpd00067[vc] + cpd07274[vp] --> cpd00003[vc] + 3.0 cpd00067[vp] + cpd16503[vp]\n", + "\t rxn09272_p__vc: cpd00036[vc] + cpd07274[vp] --> cpd00106[vc] + cpd16503[vp]\n", + "\t NDH1_4pp__vc: cpd00001[vc] + cpd00005[vc] + cpd00011[vp] + 3.0 cpd00067[vc] + cpd07274[vp] --> cpd00006[vc] + 3.0 cpd00067[vp] + cpd00242[vc] + cpd16503[vp]\n", + "\t rxn08335_p__vc: cpd00282[vc] + cpd07274[vp] --> cpd00247[vc] + cpd16503[vp]\n", + "\t NDH1_1p__vc: cpd00005[vc] + 4.0 cpd00067[vc] + cpd07274[vp] --> cpd00006[vc] + 3.0 cpd00067[vp] + cpd16503[vp]\n", + "\n", + "\n", + "cpd12239[vp] Reduced plastocyanin\n", + "\t CYO1b2pp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 cpd12239[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 cpd12265[vp]\n", + "\t CBFCpp__vc: 2.0 cpd00067[vc] + 2.0 cpd12265[vp] + cpd16503[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 cpd12239[vp]\n", + "\n", + "\n", + "cpd12265[vp] Oxidized plastocyanin\n", + "\t CYO1b2pp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 cpd12239[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 cpd12265[vp]\n", + "\t CBFCpp__vc: 2.0 cpd00067[vc] + 2.0 cpd12265[vp] + cpd16503[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 cpd12239[vp]\n", + "\n", + "\n", + "cpd16503[vp] Plastoquinol-9\n", + "\t CBFC2pp__vc: 2.0 cpd00067[vc] + cpd16503[vp] + 2.0 ficytc_6[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 focytc_6[vp]\n", + "\t CBFCpp__vc: 2.0 cpd00067[vc] + 2.0 cpd12265[vp] + cpd16503[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 cpd12239[vp]\n", + "\t CYTBDpp__vc: 0.5 cpd00007[vp] + cpd16503[vp] --> cpd00001[vp] + cpd07274[vp]\n", + "\t NDH1_2p__vc: cpd00004[vc] + 4.0 cpd00067[vc] + cpd07274[vp] --> cpd00003[vc] + 3.0 cpd00067[vp] + cpd16503[vp]\n", + "\t rxn09272_p__vc: cpd00036[vc] + cpd07274[vp] --> cpd00106[vc] + cpd16503[vp]\n", + "\t NDH1_4pp__vc: cpd00001[vc] + cpd00005[vc] + cpd00011[vp] + 3.0 cpd00067[vc] + cpd07274[vp] --> cpd00006[vc] + 3.0 cpd00067[vp] + cpd00242[vc] + cpd16503[vp]\n", + "\t rxn08335_p__vc: cpd00282[vc] + cpd07274[vp] --> cpd00247[vc] + cpd16503[vp]\n", + "\t NDH1_1p__vc: cpd00005[vc] + 4.0 cpd00067[vc] + cpd07274[vp] --> cpd00006[vc] + 3.0 cpd00067[vp] + cpd16503[vp]\n", + "\n", + "\n", + "ficytc_6[vp] Ferricytochrome c6\n", + "\t CBFC2pp__vc: 2.0 cpd00067[vc] + cpd16503[vp] + 2.0 ficytc_6[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 focytc_6[vp]\n", + "\t CYO1bpp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 focytc_6[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 ficytc_6[vp]\n", + "\n", + "\n", + "focytc_6[vp] Ferrocytochrome c6\n", + "\t CBFC2pp__vc: 2.0 cpd00067[vc] + cpd16503[vp] + 2.0 ficytc_6[vp] --> 4.0 cpd00067[vp] + cpd07274[vp] + 2.0 focytc_6[vp]\n", + "\t CYO1bpp_syn__vc: 0.5 cpd00007[vp] + 4.0 cpd00067[vc] + 2.0 focytc_6[vp] --> cpd00001[vp] + 2.0 cpd00067[vp] + 2.0 ficytc_6[vp]\n", + "\n", + "\n", + "hvphoton2[vp] Photosystem 2 photon\n", + "\t PHOtpp2__vc: hvphoton2[vp] <=> hvphoton2[vc]\n", + "\t PHOtex2__vc: hvphoton2[e] <=> hvphoton2[vp]\n", + "\n", + "\n", + "hvphoton1[vp] Photosystem 1 photon\n", + "\t PHOtpp1__vc: hvphoton1[vp] <=> hvphoton1[vc]\n", + "\t PHOtex1__vc: hvphoton1[e] <=> hvphoton1[vp]\n", + "\n", + "\n", + "cpd00011[vp] CO2\n", + "\t NDH1_3u__vc: cpd00001[vc] + cpd00005[vc] + cpd00011[vp] + 3.0 cpd00067[vc] + cpd07274[vl] --> cpd00006[vc] + 3.0 cpd00067[vl] + cpd00242[vc] + cpd16503[vl]\n", + "\t NDH1_4pp__vc: cpd00001[vc] + cpd00005[vc] + cpd00011[vp] + 3.0 cpd00067[vc] + cpd07274[vp] --> cpd00006[vc] + 3.0 cpd00067[vp] + cpd00242[vc] + cpd16503[vp]\n", + "\t cpd00011excpp__vc: cpd00011[vp] <=> cpd00011[e]\n", + "\t cpd00011exccc__vc: cpd00011[vc] <=> cpd00011[vp]\n", + "\n", + "\n", + "cpd00009[vp] Phosphate\n", + "\t cpd00009excpp__vc: cpd00009[vp] <=> cpd00009[e]\n", + "\t rxn05312__vc: cpd00009[vp] + cpd00067[vp] <=> cpd00009[vc] + cpd00067[vc]\n", + "\t rxn05145__vc: cpd00001[vc] + cpd00002[vc] + cpd00009[vp] --> cpd00008[vc] + 2.0 cpd00009[vc] + cpd00067[vc]\n", + "\n", + "\n", + "cpd00048[vp] Sulfate\n", + "\t cpd00048excpp__vc: cpd00048[vp] <=> cpd00048[e]\n", + "\t rxn05153__vc: cpd00001[vc] + cpd00002[vc] + cpd00048[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00048[vc] + cpd00067[vc]\n", + "\n", + "\n", + "cpd00209[vp] Nitrate\n", + "\t cpd00209excpp__vc: cpd00209[vp] <=> cpd00209[e]\n", + "\t NO3abcpp__vc: cpd00001[vc] + cpd00002[vc] + cpd00209[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00209[vc]\n", + "\n", + "\n", + "cpd00254[vp] Mg\n", + "\t rxn05616__vc: cpd00254[vc] <=> cpd00254[vp]\n", + "\t cpd00254excpp__vc: cpd00254[vp] <=> cpd00254[e]\n", + "\n", + "\n", + "cpd10515[vp] Fe+2\n", + "\t Fe+2abc__vc: cpd00001[vc] + cpd00002[vc] + cpd10515[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd10515[vc]\n", + "\t cpd10515excpp__vc: cpd10515[vp] <=> cpd10515[e]\n", + "\n", + "\n", + "cpd00149[vp] Co2+\n", + "\t cpd00149excpp__vc: cpd00149[vp] <=> cpd00149[e]\n", + "\t rxn10474__vc: cpd00149[vc] <=> cpd00149[vp]\n", + "\n", + "\n", + "cpd00034[vp] Zn2+\n", + "\t cpd00034excpp__vc: cpd00034[vp] <=> cpd00034[e]\n", + "\t Znabc__vc: cpd00001[vc] + cpd00002[vc] + cpd00034[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00034[vc] + cpd00067[vc]\n", + "\n", + "\n", + "cpd00058[vp] Cu2+\n", + "\t rxn05528__vc: cpd00001[vc] + cpd00002[vc] + cpd00058[vc] --> cpd00008[vc] + cpd00009[vc] + cpd00058[vp] + cpd00067[vc]\n", + "\t cpd00058excpp__vc: cpd00058[vp] <=> cpd00058[e]\n", + "\t rxn10481__vc: cpd00001[vc] + cpd00002[vc] + cpd00058[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00058[vc] + cpd00067[vc]\n", + "\n", + "\n", + "cpd20863[vp] Mn2+\n", + "\t cpd20863excpp__vc: cpd20863[vp] <=> cpd20863[e]\n", + "\t Mn+2abc__vc: cpd00001[vc] + cpd00002[vc] + cpd20863[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd20863[vc]\n", + "\n", + "\n", + "cpd00063[vp] Ca2+\n", + "\t rxn05513__vc: cpd00001[vc] + cpd00002[vc] + cpd00063[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00063[vc] + cpd00067[vc]\n", + "\t cpd00063excpp__vc: cpd00063[vp] <=> cpd00063[e]\n", + "\n", + "\n", + "cpd00205[vp] K+\n", + "\t cpd00205excpp__vc: cpd00205[vp] <=> cpd00205[e]\n", + "\t Kabc__vc: cpd00001[vc] + cpd00002[vc] + cpd00205[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00205[vc]\n", + "\t rxn05206__vc: cpd00205[vp] <=> cpd00205[vc]\n", + "\n", + "\n", + "cpd00971[vp] Na+\n", + "\t H2CO3_NAt_syn__vc: cpd00242[vp] + cpd00971[vp] --> cpd00242[vc] + cpd00971[vc]\n", + "\t rxn05209__vc: cpd00067[vc] + cpd00971[vp] <=> cpd00067[vp] + cpd00971[vc]\n", + "\t cpd00971excpp__vc: cpd00971[vp] <=> cpd00971[e]\n", + "\n", + "\n", + "cpd11574[vp] Molybdate\n", + "\t cpd11574excpp__vc: cpd11574[vp] <=> cpd11574[e]\n", + "\t rxn05619__vc: cpd00001[vc] + cpd00002[vc] + cpd11574[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd11574[vc]\n", + "\n", + "\n", + "cpd00027[vp] D-Glucose\n", + "\t cpd00027excpp__vc: cpd00027[vp] <=> cpd00027[e]\n", + "\t rxn05147__vc: cpd00001[vc] + cpd00002[vc] + cpd00027[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00027[vc] + cpd00067[vc]\n", + "\n", + "\n", + "cpd00053[vp] L-Glutamine\n", + "\t rxn05155__vc: cpd00001[vc] + cpd00002[vc] + cpd00053[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00053[vc] + cpd00067[vc]\n", + "\t cpd00053excpp__vc: cpd00053[vp] <=> cpd00053[e]\n", + "\n", + "\n", + "cpd00107[vp] L-Leucine\n", + "\t cpd00107excpp__vc: cpd00107[vp] <=> cpd00107[e]\n", + "\t rxn05161__vc: cpd00001[vc] + cpd00002[vc] + cpd00107[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00107[vc]\n", + "\n", + "\n", + "cpd00118[vp] Putrescine\n", + "\t rxn05163__vc: cpd00001[vc] + cpd00002[vc] + cpd00118[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00118[vc]\n", + "\t cpd00118excpp__vc: cpd00118[vp] <=> cpd00118[e]\n", + "\n", + "\n", + "cpd00129[vp] L-Proline\n", + "\t rxn05165__vc: cpd00001[vc] + cpd00002[vc] + cpd00129[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00129[vc]\n", + "\t cpd00129excpp__vc: cpd00129[vp] <=> cpd00129[e]\n", + "\n", + "\n", + "cpd00156[vp] L-Valine\n", + "\t rxn05168__vc: cpd00001[vc] + cpd00002[vc] + cpd00156[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00156[vc]\n", + "\t cpd00156excpp__vc: cpd00156[vp] <=> cpd00156[e]\n", + "\n", + "\n", + "cpd00179[vp] Maltose\n", + "\t cpd00179excpp__vc: cpd00179[vp] <=> cpd00179[e]\n", + "\t rxn05170__vc: cpd00001[vc] + cpd00002[vc] + cpd00179[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00179[vc]\n", + "\n", + "\n", + "cpd00264[vp] Spermidine\n", + "\t cpd00264excpp__vc: cpd00264[vp] <=> cpd00264[e]\n", + "\t rxn05175__vc: cpd00001[vc] + cpd00002[vc] + cpd00264[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00264[vc]\n", + "\n", + "\n", + "cpd00268[vp] H2S2O3\n", + "\t cpd00268excpp__vc: cpd00268[vp] <=> cpd00268[e]\n", + "\t rxn05176__vc: cpd00001[vc] + cpd00002[vc] + cpd00268[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00268[vc]\n", + "\n", + "\n", + "cpd00322[vp] L-Isoleucine\n", + "\t cpd00322excpp__vc: cpd00322[vp] <=> cpd00322[e]\n", + "\t rxn05179__vc: cpd00001[vc] + cpd00002[vc] + cpd00322[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00322[vc]\n", + "\n", + "\n", + "cpd03725[vp] Fe(III)dicitrate\n", + "\t rxn05189__vc: cpd00001[vc] + cpd00002[vc] + cpd03725[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd03725[vc]\n", + "\t cpd03725excpp__vc: cpd03725[vp] <=> cpd03725[e]\n", + "\n", + "\n", + "cpd00060[vp] L-Methionine\n", + "\t rxn05219__vc: cpd00001[vc] + cpd00002[vc] + cpd00060[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00060[vc] + cpd00067[vc]\n", + "\t cpd00060excpp__vc: cpd00060[vp] <=> cpd00060[e]\n", + "\n", + "\n", + "cpd00104[vp] BIOT\n", + "\t rxn05223__vc: cpd00001[vc] + cpd00002[vc] + cpd00104[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00104[vc]\n", + "\t cpd00104excpp__vc: cpd00104[vp] <=> cpd00104[e]\n", + "\n", + "\n", + "cpd01012[vp] Cd2+\n", + "\t rxn05516__vc: cpd00001[vc] + cpd00002[vc] + cpd01012[vc] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd01012[vp]\n", + "\t cpd01012excpp__vc: cpd01012[vp] <=> cpd01012[e]\n", + "\n", + "\n", + "cpd11593[vp] ala-L-asp-L\n", + "\t cpd11593excpp__vc: cpd11593[vp] <=> cpd11593[e]\n", + "\t rxn05533__vc: cpd00001[vc] + cpd00002[vc] + cpd11593[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd11593[vc]\n", + "\n", + "\n", + "cpd00159[vp] L-Lactate\n", + "\t cpd00159excpp__vc: cpd00159[vp] <=> cpd00159[e]\n", + "\t rxn05602__vc: cpd00067[vp] + cpd00159[vp] <=> cpd00067[vc] + cpd00159[vc]\n", + "\n", + "\n", + "cpd01262[vp] Amylotriose\n", + "\t cpd01262excpp__vc: cpd01262[vp] <=> cpd01262[e]\n", + "\t rxn05608__vc: cpd00001[vc] + cpd00002[vc] + cpd01262[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd01262[vc]\n", + "\n", + "\n", + "cpd01329[vp] Maltohexaose\n", + "\t rxn10174__vc: cpd00001[vc] + cpd00002[vc] + cpd01329[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd01329[vc]\n", + "\t cpd01329excpp__vc: cpd01329[vp] <=> cpd01329[e]\n", + "\n", + "\n", + "cpd00099[vp] Cl-\n", + "\t rxn10473__vc: cpd00099[vp] <=> cpd00099[vc]\n", + "\n", + "\n", + "cpd00242[vp] H2CO3\n", + "\t H2CO3_abc__vc: cpd00001[vc] + cpd00002[vc] + cpd00242[vp] --> cpd00008[vc] + cpd00009[vc] + cpd00067[vc] + cpd00242[vc]\n", + "\t H2CO3_NAt_syn__vc: cpd00242[vp] + cpd00971[vp] --> cpd00242[vc] + cpd00971[vc]\n", + "\t cpd00242excpp__vc: cpd00242[vp] <=> cpd00242[e]\n", + "\n", + "\n", + "cpd00013[vp] cpd00013[p]\n", + "\t cpd00013excpp__vc: cpd00013[vp] --> cpd00013[e]\n", + "\t cpd00013exccc__vc: cpd00013[vc] <=> cpd00013[vp]\n", + "\n", + "\n", + "cpd11640[vp] H2\n", + "\t cpd11640excpp_vc: cpd11640[vp] <=> cpd11640[e]\n", + "\t cpd11640exccc_vc: cpd11640[vc] <=> cpd11640[vp]\n", + "\n", + "\n" + ] + } + ], + "source": [ + "for m in model_full.metabolites:\n", + " if m.compartment == 'vp':\n", + " print(m, m.name)\n", + " for r in m.reactions:\n", + " print('\\t', r)\n", + " print()\n", + " print()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0c285e04-fc3d-462f-abce-c6435ca56cba", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "812e5a16-c3a7-4577-98bf-8346c9e811c5", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 633, + "id": "98bd0d4f-9585-4541-9503-4fcbf244c235", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "#model_full_mapped.summary()\n", + "#0.18240098144906972\n", + "#cpd00242_e0\tEX_cpd00242[e]\t8.486\n", + "#hvphoton1_e0\tEX_PHO1\t61.35\n", + "#hvphoton2_e0\tEX_PHO2\t51.03\n", + "sol = cobra.flux_analysis.pfba(model_full_mapped)" + ] + }, + { + "cell_type": "code", + "execution_count": 629, + "id": "9a25e79f-d12d-4042-aa58-3a2170b3484f", + "metadata": {}, + "outputs": [], + "source": [ + "sol.fluxes.to_csv('/home/fliu/workspace/data/sbml/iAnC892/solution_wt.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 733, + "id": "2ab58b78-9847-4444-9f61-c940ebce039a", + "metadata": {}, + "outputs": [], + "source": [ + "model_full_json = None\n", + "with open('/home/fliu/workspace/data/sbml/iAnC892/iAnC892.json', 'r') as fh:\n", + " model_full_json = json.load(fh)" + ] + }, + { + "cell_type": "code", + "execution_count": 734, + "id": "b8f2c41f-426b-4bdd-b080-7ef741199964", + "metadata": {}, + "outputs": [], + "source": [ + "%run /home/fliu/workspace/data/sbml/iAnC892/tools.py" + ] + }, + { + "cell_type": "code", + "execution_count": 735, + "id": "60d7252c-cbac-41f0-a07c-f234e55922a7", + "metadata": {}, + "outputs": [], + "source": [ + "model_full_json_copy = copy.deepcopy(model_full_json)" + ] + }, + { + "cell_type": "code", + "execution_count": 736, + "id": "fb7d5dec-aa93-4a27-b6c3-2c45f48419e9", + "metadata": {}, + "outputs": [], + "source": [ + "MyIntegrator.rename_compound('hvphoton1[vp]', 'cpd11632[e]', model_full_json_copy)\n", + "MyIntegrator.rename_compound('hvphoton1[hp]', 'cpd11632[e]', model_full_json_copy)\n", + "MyIntegrator.rename_compound('hvphoton2[vp]', 'cpd11632[e]', model_full_json_copy)\n", + "MyIntegrator.rename_compound('hvphoton1[vc]', 'cpd11632[vc]', model_full_json_copy)\n", + "MyIntegrator.rename_compound('hvphoton1[hc]', 'cpd11632[hc]', model_full_json_copy)\n", + "MyIntegrator.rename_compound('hvphoton2[vc]', 'cpd11632[vc]', model_full_json_copy)\n", + "MyIntegrator.delete_reaction('PHOtex1__vc', model_full_json_copy)\n", + "MyIntegrator.delete_reaction('PHOtex1__hc', model_full_json_copy)\n", + "MyIntegrator.delete_reaction('PHOtex2__vc', model_full_json_copy)\n", + "MyIntegrator.delete_reaction('EX_PHO2', model_full_json_copy)\n", + "MyIntegrator.delete_reaction('EX_PHO1', model_full_json_copy)\n", + "MyIntegrator.rename_compound('cpd00011[hp]', 'cpd00011[e]', model_full_json_copy)\n", + "MyIntegrator.rename_compound('cpd00011[vp]', 'cpd00011[e]', model_full_json_copy)\n", + "MyIntegrator.delete_reaction('cpd00011excpp__vc', model_full_json_copy)\n", + "MyIntegrator.delete_reaction('cpd00011excpp__hc', model_full_json_copy)\n", + "MyIntegrator.delete_reaction('EX_cpd00011[e]', model_full_json_copy)" + ] + }, + { + "cell_type": "code", + "execution_count": 771, + "id": "24e91372-5a3b-4b4e-8166-ffa7485489dc", + "metadata": {}, + "outputs": [], + "source": [ + "remove_periplasm_rename = {\n", + " 'cpd07274[hp]': 'cpd07274[hc]',\n", + " 'cpd16503[hp]': 'cpd16503[hc]',\n", + " 'ficytc_6[hp]': 'ficytc_6[hc]',\n", + " 'focytc_6[hp]': 'focytc_6[hc]',\n", + " 'cpd12239[hp]': 'cpd12239[hc]',\n", + " 'cpd12265[hp]': 'cpd12265[hc]',\n", + " 'cpd07274[vp]': 'cpd07274[vc]',\n", + " 'cpd16503[vp]': 'cpd16503[vc]',\n", + " 'cpd12239[vp]': 'cpd12239[vc]',\n", + " 'cpd12265[vp]': 'cpd12265[vc]',\n", + " 'ficytc_6[vp]': 'ficytc_6[vc]',\n", + " 'focytc_6[vp]': 'focytc_6[vc]'\n", + "}\n", + "for i in remove_periplasm_rename:\n", + " MyIntegrator.rename_compound(i, remove_periplasm_rename[i], model_full_json_copy)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c89462da-a3a7-45fe-919f-e565fb705dff", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 737, + "id": "88d7d41f-cd06-45ee-8731-0c9e9ba85104", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "dict_keys(['cpd11632[vc]', 'cpd11632[e]'])\n", + "3\n", + "dict_keys([])\n" + ] + } + ], + "source": [ + "dups = MyIntegrator.dups(model_full_json_copy)\n", + "print(dups.keys())\n", + "deleted = MyIntegrator.filter_dups(model_full_json_copy)\n", + "print(len(deleted))\n", + "dups = MyIntegrator.dups(model_full_json_copy)\n", + "print(dups.keys())" + ] + }, + { + "cell_type": "code", + "execution_count": 738, + "id": "1929e025-214b-446b-8d1f-490663d5f10a", + "metadata": {}, + "outputs": [], + "source": [ + "integrate = MyIntegrator(model_full_json_copy)" + ] + }, + { + "cell_type": "code", + "execution_count": 739, + "id": "baa64ef9-8558-403c-8299-4cd9d1336261", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "EX_PHO2\n", + "EX_PHO1\n", + "suc_vc_hc_exch\n", + "glu_vc_hc_exch\n", + "akg_vc_hc_exch\n", + "gln_vc_hc_exch\n", + "cpd11640exccc_hc\n", + "cpd11640excpp_hc\n", + "cpd11640exccc_vc\n", + "cpd11640excpp_vc\n" + ] + } + ], + "source": [ + "model_full_json_mapped = integrate.integrate_full_model_to_seed()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cba75c10-00b5-4e6a-ab88-84e8ad260bb7", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4293a86d-4b70-4c1a-bb29-f49cdee9b103", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5a8cf903-9d58-407f-928f-4f48484100b9", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 709, + "id": "324774c0-5326-4b84-a425-12ee893de575", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[('hvphoton1[e]', 'hvphoton1_e0')]" + ] + }, + "execution_count": 709, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "list(filter(lambda x: x[1] == 'hvphoton1_e0', integrate.compound_rename.items()))" + ] + }, + { + "cell_type": "code", + "execution_count": 740, + "id": "aaf84997-655d-470a-99ea-259f4ad66886", + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy.core.msmodel import get_cmp_token\n", + "ids = set()\n", + "for rxn_from in integrate.reaction_rename:\n", + " rxn_to = integrate.reaction_rename[rxn_from]\n", + " if rxn_to in ids:\n", + " print('!')\n", + " ids.add(rxn_to)\n", + " integrate.data_reactions[rxn_from]['id'] = rxn_to" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2060ff4e-5c96-41f1-8e39-89faca94f47b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 744, + "id": "0dcbbccd-74b0-4412-852e-4d8a7f53259b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "PHOtpp1_c1 {'c', 'e'} {'1', '0'} 16.433701168825166\n", + "H+tex_c1 {'e', 'p'} {'0', '1'} 1.8604672397566566\n", + "rxn08686_c1 {'e', 'p'} {'0', '1'} -0.6301653188076215\n", + "rxn09031_c1 {'e', 'p'} {'0', '1'} 0.007060133469360138\n", + "cpd00011excpp_c1 {'e', 'p'} {'0', '1'} 0.9082375363436314\n", + "cpd00528excpp_c1 {'e', 'p'} {'1', '0'} -0.6772462674375839\n", + "cpd00009excpp_c1 {'e', 'p'} {'0', '1'} -0.007102530301648417\n", + "cpd00048excpp_c1 {'e', 'p'} {'0', '1'} -0.006401000613388471\n", + "cpd00254excpp_c1 {'e', 'p'} {'0', '1'} -0.0005122802570501466\n", + "cpd10515excpp_c1 {'e', 'p'} {'1', '0'} -0.0002548326163591996\n", + "cpd00149excpp_c1 {'e', 'p'} {'0', '1'} -5.7935855860126646e-05\n", + "cpd00034excpp_c1 {'e', 'p'} {'0', '1'} -5.395734017578539e-05\n", + "cpd00058excpp_c1 {'e', 'p'} {'0', '1'} -5.395734017578539e-05\n", + "cpd20863excpp_c1 {'e', 'p'} {'0', '1'} -5.395734017578539e-05\n", + "cpd00063excpp_c1 {'e', 'p'} {'0', '1'} -8.084697174853654e-05\n", + "cpd00205excpp_c1 {'e', 'p'} {'0', '1'} -0.0030344325960243667\n", + "cpd00971excpp_c1 {'e', 'p'} {'0', '1'} -6.749119447730253e-05\n", + "cpd11574excpp_c1 {'e', 'p'} {'0', '1'} -5.395734017578539e-05\n", + "suc_vc_hc_exch {'c'} {'1', '0'} -0.21715810373903982\n", + "glu_vc_hc_exch {'c', 'z'} {'1', '0'} -1.2313574522131312\n", + "akg_vc_hc_exch {'c'} {'1', '0'} 0.18524178733858515\n", + "gln_vc_hc_exch {'c', 'z'} {'1', '0'} 1.2313574522131312\n" + ] + } + ], + "source": [ + "import math\n", + "data_metabolites = dict(map(lambda x: (x['id'], x), model_full_json_mapped['metabolites']))\n", + "for r in model_full_json_mapped['reactions']:\n", + " #print(r['id'])\n", + " metabolites = list(map(lambda x: data_metabolites[x], r['metabolites']))\n", + " indexes = set(map(lambda x: x['index'], metabolites))\n", + " cmps = set(map(lambda x: x['compartment'][:-1], metabolites))\n", + " rxn_cmp = get_cmp_token(cmps)\n", + " if cmps == {'e', 'p'}:\n", + " rxn_cmp = 'p'\n", + " if cmps == {'c', 'k', 'p'}:\n", + " rxn_cmp = 'k'\n", + " if rxn_cmp is None:\n", + " print(r['id'], cmps, rxn_cmp)\n", + " elif len(indexes) == 1:\n", + " suffix = rxn_cmp + list(indexes)[0]\n", + " if not r['id'].endswith(suffix):\n", + " #print(r['id'], suffix)\n", + " pass\n", + " flux = sol.fluxes[r['id']]\n", + " if len(indexes) > 1 and math.fabs(flux) > 0:\n", + " print(r['id'], cmps, indexes, flux)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "473bc9a7-3e78-44b6-b87e-1ab3fff2ea4a", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 745, + "id": "505556a3-4fcc-40fd-a37f-1fab7e8b463a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[]" + ] + }, + "execution_count": 745, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "list(filter(lambda x: x[1] == 'EX_cpd0000_e0', integrate.reaction_rename.items()))" + ] + }, + { + "cell_type": "code", + "execution_count": 746, + "id": "08c92fed-8be6-4468-a60d-e0bd9ab48f93", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ATP_syn_l__vc ATP_syn_l_c0\n" + ] + } + ], + "source": [ + "for k in integrate.reaction_rename:\n", + " print(k, integrate.reaction_rename[k])\n", + " break" + ] + }, + { + "cell_type": "code", + "execution_count": 760, + "id": "69973892-14d1-445e-a506-7272c3047383", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Reaction identifiercpd00011excpp_c1
Namecpd00011excpp
Memory address0x07fcb94191fd0
Stoichiometry\n", + "

cpd00011_p1 <=> cpd00011_e0

\n", + "

CO2 <=> CO2

\n", + "
GPR
Lower bound-1000.0
Upper bound1000.0
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 760, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_full_mapped.reactions.cpd00011excpp_c1 " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4cf13aff-6bcd-4a99-a478-0212d026b9a0", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c5c45e5a-1ba8-43d9-afc6-39048a2ade64", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8ce93e61-3ba0-4603-bbcc-e84d354dae7c", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "11c59915-3a0d-4f03-b714-16f24815e512", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9244e73d-78d5-4911-9863-3a59c20fb427", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5c41e259-e868-4246-abd9-f1205eb16c06", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 747, + "id": "2d542962-b016-4b4b-9c0b-9ec7eba7edcc", + "metadata": {}, + "outputs": [], + "source": [ + "with open('/home/fliu/workspace/data/sbml/iAnC892/iAnC892_mapped.json', 'w') as fh:\n", + " fh.write(json.dumps(model_full_json_mapped))" + ] + }, + { + "cell_type": "code", + "execution_count": 343, + "id": "3370b6d6-2946-4bc1-bb00-ca6ef02d959c", + "metadata": {}, + "outputs": [], + "source": [ + "model_full = cobra.io.load_json_model('/home/fliu/workspace/data/sbml/iAnC892/iAnC892.json')" + ] + }, + { + "cell_type": "code", + "execution_count": 324, + "id": "909b54c1-9229-465a-a166-39f409bdd419", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 biomass_eq_33047__vc = 19.82460353465784

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
hvphoton1[e]EX_PHO110000.00%
cpd00007[e]EX_cpd00007[e]32500.00%
cpd00009[e]EX_cpd00009[e]7.60100.00%
cpd00013[e]EX_cpd00013[e]74.5200.00%
cpd00027[e]EX_cpd00027[e]164.6681.61%
cpd00034[e]EX_cpd00034[e]0.058700.00%
cpd00048[e]EX_cpd00048[e]1.31500.00%
cpd00053[e]EX_cpd00053[e]16.0656.63%
cpd00058[e]EX_cpd00058[e]0.058700.00%
cpd00060[e]EX_cpd00060[e]5.52352.28%
cpd00063[e]EX_cpd00063[e]0.0879500.00%
cpd00067[e]EX_cpd00067[e]100000.00%
cpd00107[e]EX_cpd00107[e]3.37561.67%
cpd00118[e]EX_cpd00118[e]0.6240.20%
cpd00129[e]EX_cpd00129[e]5.88652.43%
cpd00149[e]EX_cpd00149[e]0.0630300.00%
cpd00156[e]EX_cpd00156[e]3.851.57%
cpd00205[e]EX_cpd00205[e]3.30100.00%
cpd00254[e]EX_cpd00254[e]0.557300.00%
cpd00264[e]EX_cpd00264[e]0.126170.07%
cpd00322[e]EX_cpd00322[e]7.11463.53%
cpd00971[e]EX_cpd00971[e]0.0734200.00%
cpd10515[e]EX_cpd10515[e]0.277200.00%
cpd11574[e]EX_cpd11574[e]0.058700.00%
cpd20863[e]EX_cpd20863[e]0.058700.00%

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
cpd15380[hc]DM_cpd15380__hc-0.000782850.00%
cpd15380[vc]DM_cpd15380__vc-0.00432450.01%
dialurate[hc]DM_dialurate__hc-3.979E-0640.00%
dialurate[vc]DM_dialurate__vc-0.00432440.00%
cpd00001[e]EX_cpd00001[e]-68700.00%
cpd00011[e]EX_cpd00011[e]-372199.99%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 324, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_full.medium = {\n", + " 'EX_PHO2': 0, #Photosystem 2 photon\n", + "'EX_PHO1': 100, #Photosystem 1 photon\n", + "'EX_cpd00067[e]': 1000, #H+\n", + "'EX_cpd00001[e]': 1000, #H2O\n", + "'EX_cpd00007[e]': 1000, #O2\n", + "'EX_cpd00009[e]': 1000, #Phosphate\n", + "'EX_cpd00048[e]': 1000, #Sulfate\n", + "'EX_cpd00209[e]': 1000, #Nitrate\n", + "'EX_cpd00254[e]': 1000, #Mg\n", + "'EX_cpd10515[e]': 1000, #Fe+2\n", + "'EX_cpd00149[e]': 1000, #Co2+\n", + "'EX_cpd00034[e]': 1000, #Zn2+\n", + "'EX_cpd00058[e]': 1000, #Cu2+\n", + "'EX_cpd20863[e]': 1000, #Mn2+\n", + "'EX_cpd00063[e]': 1000, #Ca2+\n", + "'EX_cpd00205[e]': 1000, #K+\n", + "'EX_cpd00971[e]': 1000, #Na+\n", + "'EX_cpd11574[e]': 1000, #Molybdate\n", + "'EX_cpd00011[e]': 1000, #CO2\n", + "'EX_cpd00528[e]': 0, #N2\n", + "'EX_cpd00027[e]': 1000, #D-Glucose\n", + "'EX_cpd00053[e]': 1000, #L-Glutamine\n", + "'EX_cpd00107[e]': 1000, #L-Leucine\n", + "'EX_cpd00118[e]': 1000, #Putrescine\n", + "'EX_cpd00129[e]': 1000, #L-Proline\n", + "'EX_cpd00156[e]': 1000, #L-Valine\n", + "'EX_cpd00179[e]': 1000, #Maltose\n", + "'EX_cpd00264[e]': 1000, #Spermidine\n", + "'EX_cpd00268[e]': 1000, #H2S2O3\n", + "'EX_cpd00322[e]': 1000, #L-Isoleucine\n", + "'EX_cpd03725[e]': 1000, #Fe(III)dicitrate\n", + "'EX_cpd00060[e]': 1000, #L-Methionine\n", + "'EX_cpd00104[e]': 1000, #BIOT\n", + "'EX_cpd01012[e]': 1000, #Cd2+\n", + "'EX_cpd11593[e]': 1000, #ala-L-asp-L\n", + "'EX_cpd00159[e]': 1000, #L-Lactate\n", + "'EX_cpd01262[e]': 1000, #Amylotriose\n", + "'EX_cpd01329[e]': 1000, #Maltohexaose\n", + "'EX_cpd00242[e]': 1000, #H2CO3\n", + "'EX_cpd00013[e]': 1000, #cpd00013[e]\n", + "'EX_cpd11640[e]': 1000, #H2\n", + "}\n", + "model_full.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 301, + "id": "497cee18-a89d-48cc-9015-b0fd72d97cc5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "hvphoton2[e] Photosystem 2 photon\n", + "hvphoton1[e] Photosystem 1 photon\n", + "cpd00067[e] H+\n", + "cpd00001[e] H2O\n", + "cpd00009[e] Phosphate\n", + "cpd00048[e] Sulfate\n", + "cpd00254[e] Mg\n", + "cpd10515[e] Fe+2\n", + "cpd00149[e] Co2+\n", + "cpd00034[e] Zn2+\n", + "cpd00058[e] Cu2+\n", + "cpd20863[e] Mn2+\n", + "cpd00063[e] Ca2+\n", + "cpd00205[e] K+\n", + "cpd00971[e] Na+\n", + "cpd11574[e] Molybdate\n", + "cpd00528[e] N2\n", + "cpd00242[e] H2CO3\n" + ] + } + ], + "source": [ + "base_n2_light1_2 = {\n", + " 'EX_PHO2': 100.0,\n", + " 'EX_PHO1': 100.0,\n", + " 'EX_cpd00528[e]': 10.0,\n", + " 'EX_cpd00067[e]': 1000.0,\n", + " 'EX_cpd00001[e]': 1000.0,\n", + " 'EX_cpd00009[e]': 1000.0,\n", + " 'EX_cpd00048[e]': 1000.0,\n", + " 'EX_cpd00254[e]': 1000.0,\n", + " 'EX_cpd10515[e]': 1000.0,\n", + " 'EX_cpd00149[e]': 1000.0,\n", + " 'EX_cpd00034[e]': 1000.0,\n", + " 'EX_cpd00058[e]': 1000.0,\n", + " 'EX_cpd20863[e]': 1000.0,\n", + " 'EX_cpd00063[e]': 1000.0,\n", + " 'EX_cpd00205[e]': 1000.0,\n", + " 'EX_cpd00971[e]': 1000.0,\n", + " 'EX_cpd11574[e]': 1000.0,\n", + "}\n", + "default_medium = {\n", + " 'EX_PHO2': 100.0,\n", + " 'EX_PHO1': 100.0,\n", + " 'EX_cpd00067[e]': 1000.0,\n", + " 'EX_cpd00001[e]': 1000.0,\n", + " 'EX_cpd00009[e]': 1000.0,\n", + " 'EX_cpd00048[e]': 1000.0,\n", + " 'EX_cpd00254[e]': 1000.0,\n", + " 'EX_cpd10515[e]': 1000.0,\n", + " 'EX_cpd00149[e]': 1000.0,\n", + " 'EX_cpd00034[e]': 1000.0,\n", + " 'EX_cpd00058[e]': 1000.0,\n", + " 'EX_cpd20863[e]': 1000.0,\n", + " 'EX_cpd00063[e]': 1000.0,\n", + " 'EX_cpd00205[e]': 1000.0,\n", + " 'EX_cpd00971[e]': 1000.0,\n", + " 'EX_cpd11574[e]': 1000.0,\n", + " 'EX_cpd00528[e]': 10.0,\n", + " 'EX_cpd00242[e]': 8.486\n", + "}\n", + "for k in default_medium:\n", + " cpd = list(model_full.reactions.get_by_id(k).metabolites)[0]\n", + " print(cpd.id, cpd.name)" + ] + }, + { + "cell_type": "code", + "execution_count": 323, + "id": "fba8d8b9-30e4-49fa-9482-9366d2fa3bcb", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "'EX_PHO2': 1000, #Photosystem 2 photon\n", + "'EX_PHO1': 1000, #Photosystem 1 photon\n", + "'EX_cpd00067[e]': 1000, #H+\n", + "'EX_cpd00001[e]': 1000, #H2O\n", + "'EX_cpd00007[e]': 1000, #O2\n", + "'EX_cpd00009[e]': 1000, #Phosphate\n", + "'EX_cpd00048[e]': 1000, #Sulfate\n", + "'EX_cpd00209[e]': 1000, #Nitrate\n", + "'EX_cpd00254[e]': 1000, #Mg\n", + "'EX_cpd10515[e]': 1000, #Fe+2\n", + "'EX_cpd00149[e]': 1000, #Co2+\n", + "'EX_cpd00034[e]': 1000, #Zn2+\n", + "'EX_cpd00058[e]': 1000, #Cu2+\n", + "'EX_cpd20863[e]': 1000, #Mn2+\n", + "'EX_cpd00063[e]': 1000, #Ca2+\n", + "'EX_cpd00205[e]': 1000, #K+\n", + "'EX_cpd00971[e]': 1000, #Na+\n", + "'EX_cpd11574[e]': 1000, #Molybdate\n", + "'EX_cpd00011[e]': 1000, #CO2\n", + "'EX_cpd00528[e]': 1000, #N2\n", + "'EX_cpd00027[e]': 1000, #D-Glucose\n", + "'EX_cpd00053[e]': 1000, #L-Glutamine\n", + "'EX_cpd00107[e]': 1000, #L-Leucine\n", + "'EX_cpd00118[e]': 1000, #Putrescine\n", + "'EX_cpd00129[e]': 1000, #L-Proline\n", + "'EX_cpd00156[e]': 1000, #L-Valine\n", + "'EX_cpd00179[e]': 1000, #Maltose\n", + "'EX_cpd00264[e]': 1000, #Spermidine\n", + "'EX_cpd00268[e]': 1000, #H2S2O3\n", + "'EX_cpd00322[e]': 1000, #L-Isoleucine\n", + "'EX_cpd03725[e]': 1000, #Fe(III)dicitrate\n", + "'EX_cpd00060[e]': 1000, #L-Methionine\n", + "'EX_cpd00104[e]': 1000, #BIOT\n", + "'EX_cpd01012[e]': 1000, #Cd2+\n", + "'EX_cpd11593[e]': 1000, #ala-L-asp-L\n", + "'EX_cpd00159[e]': 1000, #L-Lactate\n", + "'EX_cpd01262[e]': 1000, #Amylotriose\n", + "'EX_cpd01329[e]': 1000, #Maltohexaose\n", + "'EX_cpd00242[e]': 1000, #H2CO3\n", + "'EX_cpd00013[e]': 1000, #cpd00013[e]\n", + "'EX_cpd11640[e]': 1000, #H2\n" + ] + } + ], + "source": [ + "for e in model_full.exchanges:\n", + " cpd = list(e.metabolites)[0]\n", + " print(f\"'{e.id}': 1000, #{cpd.name}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 312, + "id": "cff260a5-9a7c-4b67-9535-ad2638b8a903", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "EX_cpd00007[e] O2 nan\n", + "EX_cpd00209[e] Nitrate nan\n", + "EX_cpd00011[e] CO2 0.005403764017101146\n", + "EX_cpd00027[e] D-Glucose 0.12362258410257106\n", + "EX_cpd00053[e] L-Glutamine 0.09997882008547625\n", + "EX_cpd00107[e] L-Leucine nan\n", + "EX_cpd00118[e] Putrescine nan\n", + "EX_cpd00129[e] L-Proline nan\n", + "EX_cpd00156[e] L-Valine nan\n", + "EX_cpd00179[e] Maltose nan\n", + "EX_cpd00264[e] Spermidine nan\n", + "EX_cpd00268[e] H2S2O3 nan\n", + "EX_cpd00322[e] L-Isoleucine nan\n", + "EX_cpd03725[e] Fe(III)dicitrate nan\n", + "EX_cpd00060[e] L-Methionine nan\n", + "EX_cpd00104[e] BIOT nan\n", + "EX_cpd01012[e] Cd2+ nan\n", + "EX_cpd11593[e] ala-L-asp-L nan\n", + "EX_cpd00159[e] L-Lactate nan\n", + "EX_cpd01262[e] Amylotriose nan\n", + "EX_cpd01329[e] Maltohexaose nan\n", + "EX_cpd00242[e] H2CO3 0.005403764017096219\n", + "EX_cpd00013[e] cpd00013[e] nan\n", + "EX_cpd11640[e] H2 nan\n" + ] + } + ], + "source": [ + "import copy\n", + "for e in model_full.exchanges:\n", + " if e.id not in base_n2_light1_2:\n", + " cpd = list(e.metabolites)[0]\n", + " m = copy.deepcopy(base_n2_light1_2)\n", + " m.update({'EX_cpd00007[e]': 1000})\n", + " m.update({e.id: 1})\n", + " model_full.medium = m\n", + " v = model_full.slim_optimize()\n", + " print(e.id, cpd.name, v)" + ] + }, + { + "cell_type": "code", + "execution_count": 304, + "id": "38dfa2e6-ed22-4dd6-b031-3c9d058d51ea", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "EX_cpd00007[e] O2 nan\n", + "EX_cpd00209[e] Nitrate nan\n", + "EX_cpd00011[e] CO2 0.005403764017095576\n", + "EX_cpd00027[e] D-Glucose 0.12362258410257534\n", + "EX_cpd00053[e] L-Glutamine 0.09997882008547528\n", + "EX_cpd00107[e] L-Leucine nan\n", + "EX_cpd00118[e] Putrescine nan\n", + "EX_cpd00129[e] L-Proline nan\n", + "EX_cpd00156[e] L-Valine nan\n", + "EX_cpd00179[e] Maltose nan\n", + "EX_cpd00264[e] Spermidine nan\n", + "EX_cpd00268[e] H2S2O3 nan\n", + "EX_cpd00322[e] L-Isoleucine nan\n", + "EX_cpd03725[e] Fe(III)dicitrate nan\n", + "EX_cpd00060[e] L-Methionine nan\n", + "EX_cpd00104[e] BIOT nan\n", + "EX_cpd01012[e] Cd2+ nan\n", + "EX_cpd11593[e] ala-L-asp-L nan\n", + "EX_cpd00159[e] L-Lactate nan\n", + "EX_cpd01262[e] Amylotriose nan\n", + "EX_cpd01329[e] Maltohexaose nan\n", + "EX_cpd00242[e] H2CO3 0.005403764017095296\n", + "EX_cpd00013[e] cpd00013[e] nan\n", + "EX_cpd11640[e] H2 nan\n" + ] + } + ], + "source": [ + "import copy\n", + "for e in model_full.exchanges:\n", + " if e.id not in base_n2_light1_2:\n", + " cpd = list(e.metabolites)[0]\n", + " m = copy.deepcopy(base_n2_light1_2)\n", + " m.update({e.id: 1})\n", + " model_full.medium = m\n", + " v = model_full.slim_optimize()\n", + " print(e.id, cpd.name, v)" + ] + }, + { + "cell_type": "code", + "execution_count": 300, + "id": "b9465612-d90f-49e4-a897-90bdf444c7a7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "ATP_syn_l__hc 4.075736423833654\n", + "ATP_syn_p__hc 0.13238801433210912\n", + "ATP_syn_l__vc 11.591623093233354\n", + "ATP_syn_p__vc 1.5455133470271156\n" + ] + }, + { + "data": { + "text/html": [ + "

Objective

1.0 biomass_eq_33047__vc = 0.18240098144907063

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
hvphoton1[e]EX_PHO161.3500.00%
hvphoton2[e]EX_PHO251.0300.00%
cpd00009[e]EX_cpd00009[e]0.0781300.00%
cpd00034[e]EX_cpd00034[e]0.000593500.00%
cpd00048[e]EX_cpd00048[e]0.0704100.00%
cpd00058[e]EX_cpd00058[e]0.000593500.00%
cpd00063[e]EX_cpd00063[e]0.000889300.00%
cpd00067[e]EX_cpd00067[e]19.4800.00%
cpd00149[e]EX_cpd00149[e]0.000637300.00%
cpd00205[e]EX_cpd00205[e]0.0333800.00%
cpd00242[e]EX_cpd00242[e]8.4861100.00%
cpd00254[e]EX_cpd00254[e]0.00563500.00%
cpd00528[e]EX_cpd00528[e]0.677200.00%
cpd00971[e]EX_cpd00971[e]0.000742400.00%
cpd10515[e]EX_cpd10515[e]0.00280300.00%
cpd11574[e]EX_cpd11574[e]0.000593500.00%
cpd20863[e]EX_cpd20863[e]0.000593500.00%

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
cpd02791[hc]DM_cpd02791__hc-0.000115968.65%
cpd02791[vc]DM_cpd02791__vc-0.001159686.46%
cpd15380[hc]DM_cpd15380__hc-3.979E-0650.25%
cpd15380[vc]DM_cpd15380__vc-3.979E-0552.47%
dialurate[hc]DM_dialurate__hc-3.979E-0640.20%
dialurate[vc]DM_dialurate__vc-3.979E-0541.98%
cpd00001[e]EX_cpd00001[e]-2.02700.00%
cpd00007[e]EX_cpd00007[e]-10.2800.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 300, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_full.medium = default_medium\n", + "# 61.35 51.03 0.18240098144906766\n", + "sol = cobra.flux_analysis.pfba(model_full)\n", + "for r in ['ATP_syn_l__hc', 'ATP_syn_p__hc', 'ATP_syn_l__vc', 'ATP_syn_p__vc']:\n", + " print(r, sol.fluxes[r])\n", + " \n", + "model_full.summary(sol)" + ] + }, + { + "cell_type": "code", + "execution_count": 231, + "id": "0d7d8a12-514f-48e1-9fff-f213a7ffb8b5", + "metadata": {}, + "outputs": [], + "source": [ + "ws = 87388 # Anabaena sp. ATCC 33047\n", + "genome = kbase.get_from_ws('GCF_001597855.1.RAST', ws)" + ] + }, + { + "cell_type": "code", + "execution_count": 233, + "id": "d926794b-c22a-4430-a9d9-233d86f6282b", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'parameters': ['-a',\n", + " '-g',\n", + " 200,\n", + " '-m',\n", + " 5,\n", + " '-d',\n", + " '/opt/patric-common/data/kmer_metadata_v2',\n", + " '-u',\n", + " 'http://pear.mcs.anl.gov:6100/query'],\n", + " 'id': '2D3A7502-0132-11EC-BA47-A5E5BBF382BD',\n", + " 'hostname': 'pear',\n", + " 'tool_name': 'kmer_search',\n", + " 'execution_time': 1629407556.04401},\n", + " {'tool_name': 'KmerAnnotationByFigfam',\n", + " 'execution_time': 1629407556.23076,\n", + " 'hostname': 'pear',\n", + " 'parameters': ['annotate_hypothetical_only=1',\n", + " 'dataset_name=Release70',\n", + " 'kmer_size=8'],\n", + " 'id': '2D56F4FC-0132-11EC-BA47-A5E5BBF382BD'},\n", + " {'id': '2F2423F4-0132-11EC-BBE9-4688BCF382BD',\n", + " 'parameters': [],\n", + " 'tool_name': 'annotate_proteins_similarity',\n", + " 'hostname': 'pear',\n", + " 'execute_time': 1629407559.25314}]" + ] + }, + "execution_count": 233, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from modelseedpy import RastClient, MSBuilder\n", + "rast = RastClient()\n", + "rast.annotate_genome(genome)" + ] + }, + { + "cell_type": "code", + "execution_count": 234, + "id": "ebf163e3-2c19-4a06-8117-e9488617dd80", + "metadata": {}, + "outputs": [], + "source": [ + "template_core = kbase.get_from_ws('CoreBacteriaTest_FIX', 82183)" + ] + }, + { + "cell_type": "code", + "execution_count": 237, + "id": "654d3bd5-da89-47c8-98de-5563d685953c", + "metadata": {}, + "outputs": [], + "source": [ + "builder = MSBuilder(genome, template_core)" + ] + }, + { + "cell_type": "code", + "execution_count": 238, + "id": "ca99ee5e-c3a5-41f7-ad40-4109f67f92b0", + "metadata": {}, + "outputs": [], + "source": [ + "model_test = builder.build('m', '0', False, False)" + ] + }, + { + "cell_type": "code", + "execution_count": 277, + "id": "66b97d8b-2f6e-4945-9b5d-846b8b189109", + "metadata": {}, + "outputs": [ + { + "ename": "AttributeError", + "evalue": "DictList has no attribute or entry ATP_syn_p_p", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m/usr/local/lib/python3.8/site-packages/cobra/core/dictlist.py\u001b[0m in \u001b[0;36m__getattr__\u001b[0;34m(self, attr)\u001b[0m\n\u001b[1;32m 454\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 455\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mDictList\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_by_id\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mattr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 456\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m/usr/local/lib/python3.8/site-packages/cobra/core/dictlist.py\u001b[0m in \u001b[0;36mget_by_id\u001b[0;34m(self, id)\u001b[0m\n\u001b[1;32m 57\u001b[0m \u001b[0;34m\"\"\"return the element with a matching id\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 58\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mlist\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__getitem__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_dict\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mid\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 59\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mKeyError\u001b[0m: 'ATP_syn_p_p'", + "\nDuring handling of the above exception, another exception occurred:\n", + "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mmodel_full\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreactions\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mATP_syn_p_p\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;32m/usr/local/lib/python3.8/site-packages/cobra/core/dictlist.py\u001b[0m in \u001b[0;36m__getattr__\u001b[0;34m(self, attr)\u001b[0m\n\u001b[1;32m 455\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mDictList\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_by_id\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mattr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 456\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 457\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mAttributeError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"DictList has no attribute or entry %s\"\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mattr\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 458\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 459\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m__dir__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mAttributeError\u001b[0m: DictList has no attribute or entry ATP_syn_p_p" + ] + } + ], + "source": [ + "model_full.reactions.ATP_syn_p_p" + ] + }, + { + "cell_type": "code", + "execution_count": 262, + "id": "bf4d9ddd-c547-42d2-b571-eb41758421bf", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'RAST': ['Pyruvate decarboxylase (EC 4.1.1.1)',\n", + " 'Indole-3-pyruvate decarboxylase (EC 4.1.1.74)']}" + ] + }, + "execution_count": 262, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "genome.features.A3776_RS09565.ontology_terms" + ] + }, + { + "cell_type": "code", + "execution_count": 335, + "id": "286f4135-480f-4fca-9faa-e2d1562a5b1c", + "metadata": {}, + "outputs": [], + "source": [ + "from cobra.core.gene import parse_gpr\n", + "expr, variables = parse_gpr(\"a or (b and c)\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0ba5cea6-5e88-42c3-a264-315e28127db0", + "metadata": {}, + "outputs": [], + "source": [ + "import pyea" + ] + }, + { + "cell_type": "code", + "execution_count": 342, + "id": "ef75eea1-77a0-4abd-8620-90dbc36e3236", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[<_ast.Name at 0x7fcbc4c76f40>, <_ast.BoolOp at 0x7fcbc4c768e0>]" + ] + }, + "execution_count": 342, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "expr.body.values" + ] + }, + { + "cell_type": "code", + "execution_count": 325, + "id": "25d3389a-53c8-4a02-976d-08d20734c27a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "rxn00549_c0: cpd00001_c0 + cpd00290_c0 --> cpd00009_c0 + cpd00072_c0 (A3776_RS07680) or (A3776_RS19020)\n", + "rxn00549__vc: cpd00001[vc] + cpd00290[vc] --> cpd00009[vc] + cpd00072[vc] A3776_RS07680 or A3776_RS19020\n", + "rxn00549__hc: cpd00001[hc] + cpd00290[hc] --> cpd00009[hc] + cpd00072[hc] A3776_RS07680 or A3776_RS19020\n", + "\n", + "rxn14427_c0: 4 cpd00067_c0 + cpd00209_c0 + cpd18074_c0 --> cpd00001_c0 + 2 cpd00067_e0 + cpd00075_c0 + cpd18072_c0 (A3776_RS11430) or (A3776_RS11430)\n", + "\n", + "rxn05040_c0: cpd00171_c0 --> cpd00047_c0 + cpd00067_c0 + cpd11225_c0 (A3776_RS22120)\n", + "rxn05040__vc: cpd00171[vc] --> cpd00047[vc] + cpd00067[vc] + cpd11225[vc] A3776_RS22120\n", + "rxn05040__hc: cpd00171[hc] --> cpd00047[hc] + cpd00067[hc] + cpd11225[hc] A3776_RS22120\n", + "\n", + "rxn00545_c0: cpd00002_c0 + cpd00072_c0 --> cpd00008_c0 + cpd00067_c0 + cpd00290_c0 (A3776_RS16105)\n", + "\n", + "rxn08977_c0: cpd00005_c0 + cpd00067_c0 + cpd15560_c0 --> cpd00006_c0 + cpd15561_c0 (A3776_RS00950)\n", + "\n", + "rxn01333_c0: cpd00102_c0 + cpd00238_c0 <=> cpd00072_c0 + cpd00236_c0 (A3776_RS22325) or (A3776_RS19015) or (A3776_RS04325)\n", + "rxn01333__vc: cpd00102[vc] + cpd00238[vc] <=> cpd00072[vc] + cpd00236[vc] A3776_RS19015 or A3776_RS22325 or A3776_RS04325\n", + "rxn01333__hc: cpd00102[hc] + cpd00238[hc] <=> cpd00072[hc] + cpd00236[hc] A3776_RS19015 or A3776_RS22325 or A3776_RS04325\n", + "\n", + "rxn00224_c0: cpd01476_c0 + cpd10515_c0 <=> cpd00028_c0 + 2 cpd00067_c0 (A3776_RS09410) or (A3776_RS07385)\n", + "rxn00224__vc: cpd01476[vc] + cpd10515[vc] --> cpd00028[vc] + 2.0 cpd00067[vc] A3776_RS09410 or A3776_RS07385\n", + "rxn00224__hc: cpd01476[hc] + cpd10515[hc] --> cpd00028[hc] + 2.0 cpd00067[hc] A3776_RS09410 or A3776_RS07385\n", + "\n", + "rxn00256_c0: cpd00010_c0 + cpd00067_c0 + cpd00137_c0 <-- cpd00001_c0 + cpd00022_c0 + cpd00032_c0 (A3776_RS06235)\n", + "rxn00256__vc: cpd00001[vc] + cpd00022[vc] + cpd00032[vc] --> cpd00010[vc] + cpd00067[vc] + cpd00137[vc] A3776_RS06235\n", + "rxn00256__hc: cpd00001[hc] + cpd00022[hc] + cpd00032[hc] --> cpd00010[hc] + cpd00067[hc] + cpd00137[hc] A3776_RS06235\n", + "\n", + "rxn00011_c0: cpd00011_c0 + cpd03049_c0 <-- cpd00020_c0 + cpd00056_c0 + cpd00067_c0 (A3776_RS09565) or (A3776_RS09185 and A3776_RS21415) or (A3776_RS15740 and A3776_RS20500)\n", + "rxn00011__vc: cpd00020[vc] + cpd00056[vc] + cpd00067[vc] --> cpd00011[vc] + cpd03049[vc] A3776_RS09185 and ( A3776_RS21415 or A3776_RS06445 )\n", + "rxn00011__hc: cpd00020[hc] + cpd00056[hc] + cpd00067[hc] --> cpd00011[hc] + cpd03049[hc] A3776_RS09185 and ( A3776_RS21415 or A3776_RS06445 )\n", + "\n", + "rxn09272_c0: cpd00036_c0 + cpd15560_c0 --> cpd00106_c0 + cpd15561_c0 (A3776_RS02410) or (A3776_RS03685) or (A3776_RS21955)\n", + "rxn09272__vc: cpd00036[vc] + cpd07274[vl] --> cpd00106[vc] + cpd16503[vl] A3776_RS02410 and A3776_RS21955\n", + "rxn09272__hc: cpd00036[hc] + cpd07274[hl] --> cpd00106[hc] + cpd16503[hl] A3776_RS02410 and A3776_RS21955\n", + "\n", + "rxn00747_c0: cpd00102_c0 <=> cpd00095_c0 (A3776_RS10895)\n", + "rxn00747__vc: cpd00102[vc] <=> cpd00095[vc] A3776_RS10895\n", + "rxn00747__hc: cpd00102[hc] <=> cpd00095[hc] A3776_RS10895\n", + "\n", + "rxn05602_c0: cpd00067_e0 + cpd00159_e0 <=> cpd00067_c0 + cpd00159_c0 (A3776_RS08485)\n", + "rxn05602__vc: cpd00067[vp] + cpd00159[vp] <=> cpd00067[vc] + cpd00159[vc] A3776_RS08485\n", + "rxn05602__hc: cpd00067[hp] + cpd00159[hp] <=> cpd00067[hc] + cpd00159[hc] A3776_RS08485\n", + "\n", + "rxn05937_c0: cpd00006_c0 + cpd00067_c0 + cpd11620_c0 --> cpd00005_c0 + cpd11621_c0 (A3776_RS06700)\n", + "rxn05937__vc: cpd00006[vc] + cpd00067[vc] + 2.0 cpd11620[vc] <=> cpd00005[vc] + 2.0 cpd11621[vc] A3776_RS06700\n", + "rxn05937__hc: cpd00006[hc] + cpd00067[hc] + 2.0 cpd11620[hc] <=> cpd00005[hc] + 2.0 cpd11621[hc] A3776_RS06700\n", + "\n", + "rxn00785_c0: cpd00072_c0 + cpd00102_c0 <=> cpd00198_c0 + cpd00236_c0 (A3776_RS03700) or (A3776_RS10870) or (A3776_RS08320)\n", + "rxn00785__vc: cpd00072[vc] + cpd00102[vc] <=> cpd00198[vc] + cpd00236[vc] A3776_RS03700 or A3776_RS10870 or A3776_RS08320\n", + "rxn00785__hc: cpd00072[hc] + cpd00102[hc] <=> cpd00198[hc] + cpd00236[hc] A3776_RS03700 or A3776_RS10870 or A3776_RS08320\n", + "\n", + "rxn00974_c0: cpd00137_c0 <=> cpd00001_c0 + cpd00331_c0 (A3776_RS00425)\n", + "\n", + "rxn05209_c0: cpd00067_c0 + cpd00971_e0 <=> cpd00067_e0 + cpd00971_c0 (A3776_RS10835) or (A3776_RS13785) or (A3776_RS10605) or (A3776_RS09210) or (A3776_RS05940) or (A3776_RS03490) or (A3776_RS03495) or (A3776_RS10835) or (A3776_RS13785) or (A3776_RS10605) or (A3776_RS09210) or (A3776_RS05940) or (A3776_RS03480) or (A3776_RS03470) or (A3776_RS14385) or (A3776_RS15950) or (A3776_RS03475) or (A3776_RS03465) or (A3776_RS03485)\n", + "rxn05209__vc: cpd00067[vc] + cpd00971[vp] <=> cpd00067[vp] + cpd00971[vc] Unknown\n", + "rxn05209__hc: cpd00067[hc] + cpd00971[hp] <=> cpd00067[hp] + cpd00971[hc] Unknown\n", + "\n", + "rxn01116_c0: cpd00171_c0 <=> cpd00198_c0 (A3776_RS21850)\n", + "rxn01116__vc: cpd00171[vc] <=> cpd00198[vc] A3776_RS21850\n", + "rxn01116__hc: cpd00171[hc] <=> cpd00198[hc] A3776_RS21850\n", + "\n", + "rxn00777_c0: cpd00101_c0 <=> cpd00171_c0 (A3776_RS09340)\n", + "rxn00777__vc: cpd00101[vc] <=> cpd00171[vc] A3776_RS09340\n", + "rxn00777__hc: cpd00101[hc] <=> cpd00171[hc] A3776_RS09340\n", + "\n", + "rxn00285_c0: cpd00002_c0 + cpd00010_c0 + cpd00036_c0 <=> cpd00008_c0 + cpd00009_c0 + cpd00078_c0 (A3776_RS12785 and A3776_RS12790)\n", + "rxn00285__vc: cpd00002[vc] + cpd00010[vc] + cpd00036[vc] <=> cpd00008[vc] + cpd00009[vc] + cpd00078[vc] A3776_RS12785 and A3776_RS12790\n", + "rxn00285__hc: cpd00002[hc] + cpd00010[hc] + cpd00036[hc] <=> cpd00008[hc] + cpd00009[hc] + cpd00078[hc] A3776_RS12785 and A3776_RS12790\n", + "\n", + "rxn01115_c0: cpd00006_c0 + cpd00284_c0 --> cpd00005_c0 + cpd00011_c0 + cpd00171_c0 (A3776_RS16830)\n", + "rxn01115__vc: cpd00006[vc] + cpd00284[vc] --> cpd00005[vc] + cpd00011[vc] + cpd00171[vc] A3776_RS16830\n", + "rxn01115__hc: cpd00006[hc] + cpd00284[hc] --> cpd00005[hc] + cpd00011[hc] + cpd00171[hc] A3776_RS16830\n", + "\n", + "rxn00147_c0: cpd00001_c0 + cpd00002_c0 + cpd00020_c0 --> cpd00009_c0 + cpd00018_c0 + cpd00061_c0 + 3 cpd00067_c0 (A3776_RS16060) or (A3776_RS01500) or (A3776_RS18135)\n", + "rxn00147__vc: cpd00001[vc] + cpd00002[vc] + cpd00020[vc] --> cpd00009[vc] + cpd00018[vc] + cpd00061[vc] + 3.0 cpd00067[vc] A3776_RS01500 or A3776_RS16060 or A3776_RS18135 or A3776_RS15970\n", + "rxn00147__hc: cpd00001[hc] + cpd00002[hc] + cpd00020[hc] --> cpd00009[hc] + cpd00018[hc] + cpd00061[hc] + 3.0 cpd00067[hc] A3776_RS01500 or A3776_RS16060 or A3776_RS18135 or A3776_RS15970\n", + "\n", + "rxn01241_c0: cpd00003_c0 + cpd00449_c0 <=> cpd00004_c0 + cpd00067_c0 + cpd00213_c0 (A3776_RS19200) or (A3776_RS19200)\n", + "rxn01241__vc: cpd00003[vc] + cpd00449[vc] <=> cpd00004[vc] + cpd00067[vc] + cpd00213[vc] A3776_RS19200\n", + "rxn01241__hc: cpd00003[hc] + cpd00449[hc] <=> cpd00004[hc] + cpd00067[hc] + cpd00213[hc] A3776_RS19200\n", + "\n", + "rxn01187_c0: cpd00009_c0 + cpd00198_c0 --> cpd00001_c0 + cpd00102_c0 + cpd00196_c0 (A3776_RS22340)\n", + "rxn01187__vc: cpd00009[vc] + cpd00198[vc] --> cpd00001[vc] + cpd00102[vc] + cpd00196[vc] A3776_RS22340\n", + "rxn01187__hc: cpd00009[hc] + cpd00198[hc] --> cpd00001[hc] + cpd00102[hc] + cpd00196[hc] A3776_RS22340\n", + "\n", + "rxn00122_c0: cpd00002_c0 + cpd00050_c0 --> cpd00012_c0 + cpd00015_c0 (A3776_RS01880)\n", + "rxn00122__vc: cpd00002[vc] + cpd00050[vc] --> cpd00012[vc] + cpd00015[vc] A3776_RS01880\n", + "rxn00122__hc: cpd00002[hc] + cpd00050[hc] --> cpd00012[hc] + cpd00015[hc] A3776_RS01880\n", + "\n", + "rxn04794_c0: cpd00010_c0 + cpd00094_c0 <=> cpd00047_c0 + cpd00086_c0 (A3776_RS06860)\n", + "\n", + "rxn00543_c0: cpd00003_c0 + cpd00363_c0 <=> cpd00004_c0 + cpd00067_c0 + cpd00071_c0 (A3776_RS09485) or (A3776_RS06850)\n", + "rxn00543__vc: cpd00004[vc] + cpd00067[vc] + cpd00071[vc] --> cpd00003[vc] + cpd00363[vc] A3776_RS06850 or A3776_RS09485\n", + "rxn00543__hc: cpd00004[hc] + cpd00067[hc] + cpd00071[hc] --> cpd00003[hc] + cpd00363[hc] A3776_RS06850 or A3776_RS09485\n", + "\n", + "rxn00506_c0: cpd00001_c0 + cpd00003_c0 + cpd00071_c0 --> cpd00004_c0 + cpd00029_c0 + 2 cpd00067_c0 (A3776_RS19000) or (A3776_RS02000) or (A3776_RS06130)\n", + "rxn00506__vc: cpd00004[vc] + cpd00029[vc] + 2.0 cpd00067[vc] --> cpd00001[vc] + cpd00003[vc] + cpd00071[vc] A3776_RS02000 or A3776_RS19000\n", + "rxn00506__hc: cpd00004[hc] + cpd00029[hc] + 2.0 cpd00067[hc] --> cpd00001[hc] + cpd00003[hc] + cpd00071[hc] A3776_RS02000 or A3776_RS19000\n", + "\n", + "rxn00225_c0: cpd00002_c0 + cpd00029_c0 <=> cpd00008_c0 + cpd00196_c0 (A3776_RS22320)\n", + "rxn00225__vc: cpd00002[vc] + cpd00029[vc] --> cpd00008[vc] + cpd00196[vc] A3776_RS22320\n", + "rxn00225__hc: cpd00002[hc] + cpd00029[hc] --> cpd00008[hc] + cpd00196[hc] A3776_RS22320\n", + "\n", + "rxn05145_c0: cpd00001_c0 + cpd00002_c0 + cpd00009_e0 --> cpd00008_c0 + 2 cpd00009_c0 + cpd00067_c0 (A3776_RS18750) or (A3776_RS05535) or (A3776_RS21700) or (A3776_RS20835) or (A3776_RS00795) or (A3776_RS15490) or (A3776_RS15165) or (A3776_RS15495) or (A3776_RS15160) or (A3776_RS15500) or (A3776_RS15155) or (A3776_RS15505) or (A3776_RS15170) or (A3776_RS02990) or (A3776_RS15485)\n", + "rxn05145__vc: cpd00001[vc] + cpd00002[vc] + cpd00009[vp] --> cpd00008[vc] + 2.0 cpd00009[vc] + cpd00067[vc] ( A3776_RS15160 or A3776_RS15495 ) and ( A3776_RS15155 or A3776_RS15500 or A3776_RS15505 ) and ( A3776_RS15165 or A3776_RS15490 ) and ( A3776_RS02990 or A3776_RS15170 or A3776_RS15485 )\n", + "rxn05145__hc: cpd00001[hc] + cpd00002[hc] + cpd00009[hp] --> cpd00008[hc] + 2.0 cpd00009[hc] + cpd00067[hc] ( A3776_RS15160 or A3776_RS15495 ) and ( A3776_RS15155 or A3776_RS15500 or A3776_RS15505 ) and ( A3776_RS15165 or A3776_RS15490 ) and ( A3776_RS02990 or A3776_RS15170 or A3776_RS15485 )\n", + "\n", + "rxn01106_c0: cpd00482_c0 <=> cpd00169_c0 (A3776_RS15870) or (A3776_RS03430)\n", + "rxn01106__vc: cpd00482[vc] <=> cpd00169[vc] A3776_RS03430 or A3776_RS15870\n", + "rxn01106__hc: cpd00482[hc] <=> cpd00169[hc] A3776_RS03430 or A3776_RS15870\n", + "\n", + "rxn01334_c0: cpd00349_c0 <=> cpd00095_c0 + cpd00236_c0 (A3776_RS20005) or (A3776_RS20480)\n", + "rxn01334__vc: cpd00349[vc] <=> cpd00095[vc] + cpd00236[vc] A3776_RS20005 or A3776_RS20480\n", + "rxn01334__hc: cpd00349[hc] <=> cpd00095[hc] + cpd00236[hc] A3776_RS20005 or A3776_RS20480\n", + "\n", + "rxn00786_c0: cpd00290_c0 <=> cpd00095_c0 + cpd00102_c0 (A3776_RS20005) or (A3776_RS20480)\n", + "rxn00786__vc: cpd00290[vc] <=> cpd00095[vc] + cpd00102[vc] A3776_RS20005 or A3776_RS20480\n", + "rxn00786__hc: cpd00290[hc] <=> cpd00095[hc] + cpd00102[hc] A3776_RS20005 or A3776_RS20480\n", + "\n", + "rxn00869_c0: cpd00003_c0 + cpd00010_c0 + cpd01011_c0 <-- cpd00004_c0 + cpd00067_c0 + cpd00120_c0 (A3776_RS06850)\n", + "rxn00869__vc: cpd00003[vc] + cpd00010[vc] + cpd01011[vc] <=> cpd00004[vc] + cpd00067[vc] + cpd00120[vc] A3776_RS06850\n", + "rxn00869__hc: cpd00003[hc] + cpd00010[hc] + cpd01011[hc] <=> cpd00004[hc] + cpd00067[hc] + cpd00120[hc] A3776_RS06850\n", + "\n", + "rxn05627_c0: cpd00067_e0 + cpd00209_e0 --> cpd00067_c0 + cpd00209_c0 (A3776_RS11430) or (A3776_RS11430)\n", + "\n", + "rxn01343_c0: cpd00002_c0 + cpd00238_c0 --> cpd00008_c0 + cpd00067_c0 + cpd00349_c0 (A3776_RS16105)\n", + "rxn01343__vc: cpd00002[vc] + cpd00238[vc] --> cpd00008[vc] + cpd00067[vc] + cpd00349[vc] A3776_RS16105\n", + "rxn01343__hc: cpd00002[hc] + cpd00238[hc] --> cpd00008[hc] + cpd00067[hc] + cpd00349[hc] A3776_RS16105\n", + "\n", + "rxn05528_c0: cpd00001_c0 + cpd00002_c0 + cpd00058_c0 --> cpd00008_c0 + cpd00009_c0 + cpd00058_e0 + cpd00067_c0 (A3776_RS17745) or (A3776_RS18685) or (A3776_RS17740) or (A3776_RS12080) or (A3776_RS06845)\n", + "rxn05528__vc: cpd00001[vc] + cpd00002[vc] + cpd00058[vc] --> cpd00008[vc] + cpd00009[vc] + cpd00058[vp] + cpd00067[vc] A3776_RS06845 or A3776_RS12890 or A3776_RS17740 or A3776_RS17745\n", + "rxn05528__hc: cpd00001[hc] + cpd00002[hc] + cpd00058[hc] --> cpd00008[hc] + cpd00009[hc] + cpd00058[hp] + cpd00067[hc] A3776_RS06845 or A3776_RS12890 or A3776_RS17740 or A3776_RS17745\n", + "\n", + "rxn02342_c0: cpd00213_c0 + cpd03049_c0 --> cpd00056_c0 + cpd00836_c0 (A3776_RS15740 and A3776_RS20500)\n", + "\n", + "rxn00148_c0: cpd00002_c0 + cpd00020_c0 <-- cpd00008_c0 + cpd00061_c0 + cpd00067_c0 (A3776_RS05300) or (A3776_RS22330)\n", + "rxn00148__vc: cpd00008[vc] + cpd00061[vc] + cpd00067[vc] --> cpd00002[vc] + cpd00020[vc] A3776_RS05300 or A3776_RS22330 or A3776_RS16050\n", + "rxn00148__hc: cpd00008[hc] + cpd00061[hc] + cpd00067[hc] --> cpd00002[hc] + cpd00020[hc] A3776_RS05300 or A3776_RS22330 or A3776_RS16050\n", + "\n", + "rxn00199_c0: cpd00067_c0 + cpd03187_c0 --> cpd00011_c0 + cpd00024_c0 (A3776_RS20350)\n", + "\n", + "rxn00615_c0: cpd00002_c0 + cpd00100_c0 --> cpd00008_c0 + cpd00067_c0 + cpd00080_c0 (A3776_RS19965)\n", + "rxn00615__vc: cpd00002[vc] + cpd00100[vc] --> cpd00008[vc] + cpd00067[vc] + cpd00080[vc] A3776_RS19965\n", + "rxn00615__hc: cpd00002[hc] + cpd00100[hc] --> cpd00008[hc] + cpd00067[hc] + cpd00080[hc] A3776_RS19965\n", + "\n", + "rxn00392_c0: cpd00002_c0 + cpd00220_c0 <=> cpd00008_c0 + cpd00050_c0 + cpd00067_c0 (A3776_RS01880)\n", + "rxn00392__vc: cpd00002[vc] + cpd00220[vc] --> cpd00008[vc] + cpd00050[vc] A3776_RS01880\n", + "rxn00392__hc: cpd00002[hc] + cpd00220[hc] --> cpd00008[hc] + cpd00050[hc] A3776_RS01880\n", + "\n", + "rxn00083_c0: cpd00003_c0 + cpd00005_c0 --> cpd00004_c0 + cpd00006_c0 (A3776_RS04700) or (A3776_RS04690) or (A3776_RS04695)\n", + "\n", + "rxn00161_c0: cpd00006_c0 + cpd00130_c0 --> cpd00005_c0 + cpd00011_c0 + cpd00020_c0 (A3776_RS21625)\n", + "rxn00161__vc: cpd00006[vc] + cpd00130[vc] --> cpd00005[vc] + cpd00011[vc] + cpd00020[vc] A3776_RS21625\n", + "rxn00161__hc: cpd00006[hc] + cpd00130[hc] --> cpd00005[hc] + cpd00011[hc] + cpd00020[hc] A3776_RS21625\n", + "\n", + "rxn00985_c0: cpd00002_c0 + cpd00141_c0 <=> cpd00008_c0 + cpd01844_c0 (A3776_RS22320)\n", + "\n", + "rxn14418_c0: cpd15561_c0 + cpd18075_c0 --> 2 cpd00067_e0 + cpd15560_c0 + cpd18076_c0 (A3776_RS02530) or (A3776_RS02530) or (A3776_RS02530 and A3776_RS02525) or (A3776_RS02525)\n", + "\n", + "rxn00171_c0: cpd00003_c0 + cpd00010_c0 + cpd00071_c0 <=> cpd00004_c0 + cpd00022_c0 + cpd00067_c0 (A3776_RS06850) or (A3776_RS09485) or (A3776_RS06850)\n", + "rxn00171__vc: cpd00004[vc] + cpd00022[vc] + cpd00067[vc] --> cpd00003[vc] + cpd00010[vc] + cpd00071[vc] A3776_RS06850\n", + "rxn00171__hc: cpd00004[hc] + cpd00022[hc] + cpd00067[hc] --> cpd00003[hc] + cpd00010[hc] + cpd00071[hc] A3776_RS06850\n", + "\n", + "rxn14420_c0: cpd15499_c0 + cpd18075_c0 --> 2 cpd00067_e0 + cpd15500_c0 + cpd18076_c0 (A3776_RS02530) or (A3776_RS02530 and A3776_RS02525) or (A3776_RS08000)\n", + "\n", + "rxn00248_c0: cpd00003_c0 + cpd00130_c0 <=> cpd00004_c0 + cpd00032_c0 + cpd00067_c0 (A3776_RS07725)\n", + "rxn00248__vc: cpd00003[vc] + cpd00130[vc] <=> cpd00004[vc] + cpd00032[vc] + cpd00067[vc] A3776_RS07725\n", + "rxn00248__hc: cpd00003[hc] + cpd00130[hc] <=> cpd00004[hc] + cpd00032[hc] + cpd00067[hc] A3776_RS07725\n", + "\n", + "rxn00604_c0: cpd00006_c0 + cpd00079_c0 --> cpd00005_c0 + cpd00067_c0 + cpd00911_c0 (A3776_RS19010)\n", + "rxn00604__vc: cpd00006[vc] + cpd00079[vc] --> cpd00005[vc] + cpd00067[vc] + cpd00911[vc] A3776_RS19010\n", + "rxn00604__hc: cpd00006[hc] + cpd00079[hc] --> cpd00005[hc] + cpd00067[hc] + cpd00911[hc] A3776_RS19010\n", + "\n", + "rxn00371_c0: cpd00003_c0 + cpd00047_c0 --> cpd00004_c0 + cpd00011_c0 (A3776_RS10715)\n", + "\n", + "rxn01100_c0: cpd00002_c0 + cpd00169_c0 <=> cpd00008_c0 + cpd00203_c0 (A3776_RS01285)\n", + "rxn01100__vc: cpd00002[vc] + cpd00169[vc] <=> cpd00008[vc] + cpd00203[vc] A3776_RS01285\n", + "rxn01100__hc: cpd00002[hc] + cpd00169[hc] <=> cpd00008[hc] + cpd00203[hc] A3776_RS01285\n", + "\n", + "rxn00216_c0: cpd00002_c0 + cpd00027_c0 <=> cpd00008_c0 + cpd00067_c0 + cpd00079_c0 (A3776_RS11205)\n", + "rxn00216__vc: cpd00002[vc] + cpd00027[vc] --> cpd00008[vc] + cpd00067[vc] + cpd00079[vc] A3776_RS02165 or A3776_RS03075 or A3776_RS11205\n", + "rxn00216__hc: cpd00002[hc] + cpd00027[hc] --> cpd00008[hc] + cpd00067[hc] + cpd00079[hc] A3776_RS02165 or A3776_RS03075 or A3776_RS11205\n", + "\n", + "rxn08655_c0: cpd00139_c0 + cpd15560_c0 --> cpd00040_c0 + cpd15561_c0 (A3776_RS17185 and A3776_RS17180 and A3776_RS21160)\n", + "\n", + "rxn00175_c0: cpd00002_c0 + cpd00010_c0 + cpd00029_c0 --> cpd00012_c0 + cpd00018_c0 + cpd00022_c0 + cpd00067_c0 (A3776_RS18320)\n", + "rxn00175__vc: cpd00002[vc] + cpd00010[vc] + cpd00029[vc] --> cpd00012[vc] + cpd00018[vc] + cpd00022[vc] + cpd00067[vc] A3776_RS18320\n", + "rxn00175__hc: cpd00002[hc] + cpd00010[hc] + cpd00029[hc] --> cpd00012[hc] + cpd00018[hc] + cpd00022[hc] + cpd00067[hc] A3776_RS18320\n", + "\n", + "rxn00763_c0: cpd00003_c0 + cpd00100_c0 <=> cpd00004_c0 + cpd00067_c0 + cpd00448_c0 (A3776_RS09485) or (A3776_RS06850)\n", + "rxn00763__vc: cpd00004[vc] + cpd00067[vc] + cpd00448[vc] --> cpd00003[vc] + cpd00100[vc] A3776_RS01770 or A3776_RS06850 or A3776_RS09485\n", + "rxn00763__hc: cpd00004[hc] + cpd00067[hc] + cpd00448[hc] --> cpd00003[hc] + cpd00100[hc] A3776_RS01770 or A3776_RS06850 or A3776_RS09485\n", + "\n", + "rxn01476_c0: cpd00001_c0 + cpd00911_c0 --> cpd00067_c0 + cpd00284_c0 (A3776_RS11870)\n", + "rxn01476__vc: cpd00001[vc] + cpd00911[vc] --> cpd00067[vc] + cpd00284[vc] A3776_RS11870\n", + "rxn01476__hc: cpd00001[hc] + cpd00911[hc] --> cpd00067[hc] + cpd00284[hc] A3776_RS11870\n", + "\n", + "rxn05625_c0: cpd00067_e0 + cpd00075_e0 <=> cpd00067_c0 + cpd00075_c0 (A3776_RS11430) or (A3776_RS11430)\n", + "\n", + "rxn06493_c0: cpd00003_c0 + cpd12225_c0 <=> cpd00004_c0 + cpd00067_c0 + cpd12005_c0 (A3776_RS19200) or (A3776_RS14650 and A3776_RS14655) or (A3776_RS14655)\n", + "rxn06493__vc: cpd00003[vc] + cpd12225[vc] <=> cpd00004[vc] + cpd00067[vc] + cpd12005[vc] A3776_RS19200\n", + "rxn06493__hc: cpd00003[hc] + cpd12225[hc] <=> cpd00004[hc] + cpd00067[hc] + cpd12005[hc] A3776_RS19200\n", + "\n", + "rxn01388_c0: cpd00260_c0 <=> cpd00001_c0 + cpd00331_c0 (A3776_RS00425)\n", + "\n", + "rxn00459_c0: cpd00482_c0 <=> cpd00001_c0 + cpd00061_c0 (A3776_RS22110)\n", + "rxn00459__vc: cpd00482[vc] <=> cpd00001[vc] + cpd00061[vc] A3776_RS22110\n", + "rxn00459__hc: cpd00482[hc] <=> cpd00001[hc] + cpd00061[hc] A3776_RS22110\n", + "\n", + "rxn01275_c0: cpd00002_c0 + cpd00222_c0 --> cpd00008_c0 + cpd00067_c0 + cpd00284_c0 (A3776_RS23010)\n", + "rxn01275__vc: cpd00002[vc] + cpd00222[vc] --> cpd00008[vc] + cpd00067[vc] + cpd00284[vc] A3776_RS23010\n", + "rxn01275__hc: cpd00002[hc] + cpd00222[hc] --> cpd00008[hc] + cpd00067[hc] + cpd00284[hc] A3776_RS23010\n", + "\n", + "rxn01871_c0: cpd00022_c0 + cpd00449_c0 <-- cpd00010_c0 + cpd00836_c0 (A3776_RS19785)\n", + "rxn01871__vc: cpd00022[vc] + cpd00449[vc] <=> cpd00010[vc] + cpd00836[vc] A3776_RS19785\n", + "rxn01871__hc: cpd00022[hc] + cpd00449[hc] <=> cpd00010[hc] + cpd00836[hc] A3776_RS19785\n", + "\n", + "rxn01870_c0: cpd00802_c0 <=> cpd00095_c0 + cpd00448_c0 (A3776_RS20480)\n", + "rxn01870__vc: cpd00802[vc] <=> cpd00095[vc] + cpd00448[vc] A3776_RS20005 or A3776_RS20480\n", + "rxn01870__hc: cpd00802[hc] <=> cpd00095[hc] + cpd00448[hc] A3776_RS20005 or A3776_RS20480\n", + "\n", + "rxn01200_c0: cpd00102_c0 + cpd00238_c0 <=> cpd00101_c0 + cpd00198_c0 (A3776_RS03700) or (A3776_RS10870) or (A3776_RS08320)\n", + "rxn01200__vc: cpd00102[vc] + cpd00238[vc] <=> cpd00101[vc] + cpd00198[vc] A3776_RS03700 or A3776_RS10870 or A3776_RS08320\n", + "rxn01200__hc: cpd00102[hc] + cpd00238[hc] <=> cpd00101[hc] + cpd00198[hc] A3776_RS03700 or A3776_RS10870 or A3776_RS08320\n", + "\n", + "rxn14419_c0: 0.5 cpd00007_c0 + 4 cpd00067_c0 + cpd18076_c0 --> cpd00001_c0 + 2 cpd00067_e0 + cpd18075_c0 (A3776_RS02530) or (A3776_RS02530) or (A3776_RS02530 and A3776_RS02525) or (A3776_RS02525)\n", + "\n", + "rxn00548_c0: cpd00009_c0 + cpd00072_c0 <=> cpd00001_c0 + cpd00196_c0 + cpd00236_c0 (A3776_RS22340)\n", + "rxn00548__vc: cpd00009[vc] + cpd00072[vc] --> cpd00001[vc] + cpd00196[vc] + cpd00236[vc] A3776_RS09675 or A3776_RS22340\n", + "rxn00548__hc: cpd00009[hc] + cpd00072[hc] --> cpd00001[hc] + cpd00196[hc] + cpd00236[hc] A3776_RS09675 or A3776_RS22340\n", + "\n", + "rxn00558_c0: cpd00079_c0 <=> cpd00072_c0 (A3776_RS07090) or (A3776_RS07710)\n", + "rxn00558__vc: cpd00079[vc] <=> cpd00072[vc] A3776_RS07710 or A3776_RS07090\n", + "rxn00558__hc: cpd00079[hc] <=> cpd00072[hc] A3776_RS07710 or A3776_RS07090\n", + "\n", + "rxn00544_c0: cpd00056_c0 + cpd00071_c0 <-- cpd03049_c0 (A3776_RS09565)\n", + "\n", + "rxn00157_c0: cpd00022_c0 + cpd00047_c0 <-- cpd00010_c0 + cpd00020_c0 (A3776_RS06855) or (A3776_RS06860)\n", + "rxn00157__vc: cpd00022[vc] + cpd00047[vc] <=> cpd00010[vc] + cpd00020[vc] A3776_RS06860\n", + "rxn00157__hc: cpd00022[hc] + cpd00047[hc] <=> cpd00010[hc] + cpd00020[hc] A3776_RS06860\n", + "\n", + "rxn10122_c0: cpd00004_c0 + 4.5 cpd00067_c0 + cpd15560_c0 --> cpd00003_c0 + 3.5 cpd00067_e0 + cpd15561_c0 (A3776_RS00950)\n", + "\n", + "rxn00568_c0: 2 cpd00001_c0 + 3 cpd00003_c0 + cpd00013_c0 <-- 3 cpd00004_c0 + 5 cpd00067_c0 + cpd00075_c0 (A3776_RS11430)\n", + "\n", + "rxn02314_c0: cpd00002_c0 + cpd00805_c0 <=> cpd00008_c0 + cpd00067_c0 + cpd02371_c0 (A3776_RS16105)\n", + "\n", + "rxn03884_c0: cpd02711_c0 --> cpd00020_c0 + cpd00102_c0 (A3776_RS10780)\n", + "rxn03884__vc: cpd02711[vc] <=> cpd00020[vc] + cpd00102[vc] A3776_RS10780\n", + "rxn03884__hc: cpd02711[hc] <=> cpd00020[hc] + cpd00102[hc] A3776_RS10780\n", + "\n", + "rxn08971_c0: cpd00004_c0 + cpd00067_c0 + cpd15500_c0 --> cpd00003_c0 + cpd15499_c0 (A3776_RS10740) or (A3776_RS17150) or (A3776_RS16420) or (A3776_RS02065) or (A3776_RS17155)\n", + "\n", + "rxn00770_c0: cpd00002_c0 + cpd00101_c0 <=> cpd00018_c0 + cpd00067_c0 + cpd00103_c0 (A3776_RS04015)\n", + "rxn00770__vc: cpd00002[vc] + cpd00101[vc] --> cpd00018[vc] + cpd00067[vc] + cpd00103[vc] A3776_RS04015\n", + "rxn00770__hc: cpd00002[hc] + cpd00101[hc] --> cpd00018[hc] + cpd00067[hc] + cpd00103[hc] A3776_RS04015\n", + "\n", + "rxn00077_c0: cpd00002_c0 + cpd00003_c0 <=> cpd00006_c0 + cpd00008_c0 + cpd00067_c0 (A3776_RS19230) or (A3776_RS06210)\n", + "rxn00077__vc: cpd00002[vc] + cpd00003[vc] --> cpd00006[vc] + cpd00008[vc] + cpd00067[vc] A3776_RS06210 or A3776_RS19230\n", + "rxn00077__hc: cpd00002[hc] + cpd00003[hc] --> cpd00006[hc] + cpd00008[hc] + cpd00067[hc] A3776_RS06210 or A3776_RS19230\n", + "\n", + "rxn00251_c0: cpd00009_c0 + cpd00032_c0 + cpd00067_c0 <=> cpd00001_c0 + cpd00011_c0 + cpd00061_c0 (A3776_RS20435) or (A3776_RS07835) or (A3776_RS16425)\n", + "rxn00251__vc: cpd00001[vc] + cpd00011[vc] + cpd00061[vc] --> cpd00009[vc] + cpd00032[vc] + cpd00067[vc] A3776_RS20435 or A3776_RS07835 or A3776_RS16425\n", + "rxn00251__hc: cpd00001[hc] + cpd00011[hc] + cpd00061[hc] --> cpd00009[hc] + cpd00032[hc] + cpd00067[hc] A3776_RS20435 or A3776_RS07835 or A3776_RS16425\n", + "\n", + "rxn08975_c0: cpd00004_c0 + cpd00067_c0 + cpd15560_c0 --> cpd00003_c0 + cpd15561_c0 (A3776_RS10740) or (A3776_RS17150) or (A3776_RS16420) or (A3776_RS02065) or (A3776_RS17155)\n", + "\n", + "rxn00781_c0: cpd00003_c0 + cpd00009_c0 + cpd00102_c0 <=> cpd00004_c0 + cpd00067_c0 + cpd00203_c0 (A3776_RS22210) or (A3776_RS02985)\n", + "rxn00781__vc: cpd00003[vc] + cpd00009[vc] + cpd00102[vc] --> cpd00004[vc] + cpd00067[vc] + cpd00203[vc] A3776_RS02985 or A3776_RS22335\n", + "rxn00781__hc: cpd00003[hc] + cpd00009[hc] + cpd00102[hc] --> cpd00004[hc] + cpd00067[hc] + cpd00203[hc] A3776_RS02985 or A3776_RS22335\n", + "\n", + "rxn08656_c0: cpd00139_c0 + cpd15500_c0 --> cpd00040_c0 + cpd15499_c0 (A3776_RS17185 and A3776_RS17180 and A3776_RS21160)\n", + "\n", + "rxn00762_c0: cpd00003_c0 + cpd00100_c0 <=> cpd00004_c0 + cpd00067_c0 + cpd00157_c0 (A3776_RS03005)\n", + "rxn00762__vc: cpd00003[vc] + cpd00100[vc] --> cpd00004[vc] + cpd00067[vc] + cpd00157[vc] A3776_RS03005\n", + "rxn00762__hc: cpd00003[hc] + cpd00100[hc] --> cpd00004[hc] + cpd00067[hc] + cpd00157[hc] A3776_RS03005\n", + "\n", + "rxn01387_c0: cpd00006_c0 + cpd00260_c0 <=> cpd00005_c0 + cpd00067_c0 + cpd03187_c0 (A3776_RS20350)\n", + "\n", + "rxn00799_c0: cpd00130_c0 <=> cpd00001_c0 + cpd00106_c0 (A3776_RS00630)\n", + "rxn00799__vc: cpd00130[vc] <=> cpd00001[vc] + cpd00106[vc] A3776_RS00630\n", + "rxn00799__hc: cpd00130[hc] <=> cpd00001[hc] + cpd00106[hc] A3776_RS00630\n", + "\n", + "rxn08734_c0: 2 cpd00067_c0 + cpd11640_c0 + cpd15560_c0 --> 2 cpd00067_e0 + cpd15561_c0 (A3776_RS12315) or (A3776_RS02530) or (A3776_RS12320)\n", + "\n", + "rxn09001_c0: 2 cpd00067_c0 + cpd00209_c0 + cpd15561_c0 --> cpd00001_c0 + 2 cpd00067_e0 + cpd00075_c0 + cpd15560_c0 (A3776_RS11430)\n", + "\n", + "rxn09003_c0: 2 cpd00067_c0 + cpd00209_c0 + cpd15499_c0 --> cpd00001_c0 + 2 cpd00067_e0 + cpd00075_c0 + cpd15500_c0 (A3776_RS11430)\n", + "\n", + "rxn08173_c0: cpd00008_c0 + cpd00009_c0 + 4 cpd00067_e0 <=> cpd00001_c0 + cpd00002_c0 + 3 cpd00067_c0 (A3776_RS13435 and A3776_RS10975 and A3776_RS13440 and A3776_RS13445 and A3776_RS10980 and A3776_RS13470) or (A3776_RS10825 and A3776_RS13435 and A3776_RS13440 and A3776_RS13445 and A3776_RS10980 and A3776_RS13470) or (A3776_RS13465) or (A3776_RS13450) or (A3776_RS13455) or (A3776_RS13460)\n", + "\n", + "rxn09295_c0: cpd00004_c0 + cpd00006_c0 + 2 cpd00067_e0 --> cpd00003_c0 + cpd00005_c0 + 2 cpd00067_c0 (A3776_RS04690) or (A3776_RS04700) or (A3776_RS04695)\n", + "\n", + "rxn05312_c0: cpd00009_e0 + cpd00067_e0 <-- cpd00009_c0 + cpd00067_c0 (A3776_RS09530) or (A3776_RS11030)\n", + "rxn05312__vc: cpd00009[vp] + cpd00067[vp] <=> cpd00009[vc] + cpd00067[vc] A3776_RS09530 or A3776_RS11030\n", + "rxn05312__hc: cpd00009[hp] + cpd00067[hp] <=> cpd00009[hc] + cpd00067[hc] A3776_RS09530 or A3776_RS11030\n", + "\n", + "rxn08976_c0: cpd00004_c0 + cpd00067_c0 + cpd15352_c0 --> cpd00003_c0 + cpd15353_c0 (A3776_RS10740) or (A3776_RS17150) or (A3776_RS16420) or (A3776_RS02065) or (A3776_RS17155)\n", + "\n", + "rxn00507_c0: cpd00001_c0 + cpd00006_c0 + cpd00071_c0 --> cpd00005_c0 + cpd00029_c0 + 2.0 cpd00067_c0 (A3776_RS06600) or (A3776_RS04425)\n", + "\n", + "rxn00612_c0: cpd00006_c0 + cpd00080_c0 <=> cpd00005_c0 + cpd00067_c0 + cpd00095_c0 (A3776_RS22795)\n", + "rxn00612__vc: cpd00005[vc] + cpd00067[vc] + cpd00095[vc] --> cpd00006[vc] + cpd00080[vc] A3776_RS22795\n", + "rxn00612__hc: cpd00005[hc] + cpd00067[hc] + cpd00095[hc] --> cpd00006[hc] + cpd00080[hc] A3776_RS22795\n", + "\n", + "rxn00206_c0: 2.0 cpd00067_c0 + 2.0 cpd00532_c0 <-- cpd00007_c0 + cpd00025_c0 (A3776_RS09260) or (A3776_RS01410)\n", + "rxn00206__vc: 2.0 cpd00067[vc] + 2.0 cpd00532[vc] --> cpd00007[vc] + cpd00025[vc] A3776_RS01410 or A3776_RS09260\n", + "rxn00206__hc: 2.0 cpd00067[hc] + 2.0 cpd00532[hc] --> cpd00007[hc] + cpd00025[hc] A3776_RS01410 or A3776_RS09260\n", + "\n", + "rxn01834_c0: cpd02182_c0 <=> cpd00042_c0 + cpd00428_c0 (A3776_RS02965) or (A3776_RS22105)\n", + "rxn01834__vc: cpd02182[vc] <=> cpd00042[vc] + cpd00428[vc] A3776_RS22105 or A3776_RS02965\n", + "rxn01834__hc: cpd02182[hc] <=> cpd00042[hc] + cpd00428[hc] A3776_RS22105 or A3776_RS02965\n", + "\n", + "rxn05466_c0: cpd00013_e0 <=> cpd00013_c0 (A3776_RS13855) or (A3776_RS13890) or (A3776_RS13860)\n", + "\n", + "rxn01274_c0: cpd00001_c0 + cpd02182_c0 --> cpd00042_c0 + cpd00067_c0 + cpd00221_c0 (A3776_RS08720)\n", + "rxn01274__vc: cpd00001[vc] + cpd02182[vc] --> cpd00042[vc] + cpd00067[vc] + cpd00221[vc] A3776_RS08720 or A3776_RS12840 or A3776_RS16165\n", + "rxn01274__hc: cpd00001[hc] + cpd02182[hc] --> cpd00042[hc] + cpd00067[hc] + cpd00221[hc] A3776_RS08720 or A3776_RS12840 or A3776_RS16165\n", + "\n", + "rxn00611_c0: cpd00003_c0 + cpd00080_c0 <=> cpd00004_c0 + cpd00067_c0 + cpd00095_c0 (A3776_RS22795)\n", + "rxn00611__vc: cpd00004[vc] + cpd00067[vc] + cpd00095[vc] --> cpd00003[vc] + cpd00080[vc] A3776_RS22795\n", + "rxn00611__hc: cpd00004[hc] + cpd00067[hc] + cpd00095[hc] --> cpd00003[hc] + cpd00080[hc] A3776_RS22795\n", + "\n", + "rxn05467_c0: cpd00011_e0 <=> cpd00011_c0 \n", + "\n", + "rxn05488_c0: cpd00029_e0 + cpd00067_e0 <=> cpd00029_c0 + cpd00067_c0 \n", + "\n", + "rxn05468_c0: cpd00007_e0 --> cpd00007_c0 \n", + "\n", + "rxn05559_c0: cpd00047_e0 + cpd00067_e0 <=> cpd00047_c0 + cpd00067_c0 \n", + "\n", + "rxn05319_c0: cpd00001_e0 <=> cpd00001_c0 \n", + "\n", + "rxn05469_c0: cpd00020_e0 + cpd00067_e0 <=> cpd00020_c0 + cpd00067_c0 \n", + "\n", + "rxn08428_c0: cpd00363_c0 <=> cpd00363_e0 \n", + "\n", + "rxn08691_c0: cpd11640_c0 <=> cpd11640_e0 \n", + "\n", + "rxn08350_c0: cpd00067_e0 + cpd00221_e0 --> cpd00067_c0 + cpd00221_c0 \n", + "\n", + "EX_cpd00067_e0: cpd00067_e0 <=> \n", + "\n", + "EX_cpd00159_e0: cpd00159_e0 <=> \n", + "\n", + "EX_cpd00971_e0: cpd00971_e0 <=> \n", + "\n", + "EX_cpd00009_e0: cpd00009_e0 <=> \n", + "\n", + "EX_cpd00209_e0: cpd00209_e0 <=> \n", + "\n", + "EX_cpd00058_e0: cpd00058_e0 <=> \n", + "\n", + "EX_cpd00075_e0: cpd00075_e0 <=> \n", + "\n", + "EX_cpd00013_e0: cpd00013_e0 <=> \n", + "\n", + "EX_cpd00011_e0: cpd00011_e0 <=> \n", + "\n", + "EX_cpd00029_e0: cpd00029_e0 <=> \n", + "\n", + "EX_cpd00007_e0: cpd00007_e0 <=> \n", + "\n", + "EX_cpd00047_e0: cpd00047_e0 <=> \n", + "\n", + "EX_cpd00001_e0: cpd00001_e0 <=> \n", + "\n", + "EX_cpd00020_e0: cpd00020_e0 <=> \n", + "\n", + "EX_cpd00363_e0: cpd00363_e0 <=> \n", + "\n", + "EX_cpd11640_e0: cpd11640_e0 <=> \n", + "\n", + "EX_cpd00221_e0: cpd00221_e0 <=> \n", + "\n", + "bio1: 41.257 cpd00001_c0 + 41.257 cpd00002_c0 + 3.547 cpd00003_c0 + 1.8225 cpd00005_c0 + 2.8328 cpd00020_c0 + 3.7478 cpd00022_c0 + 1.0789 cpd00024_c0 + 1.7867 cpd00032_c0 + 0.5191 cpd00061_c0 + 0.0709 cpd00072_c0 + 0.205 cpd00079_c0 + 0.8977 cpd00101_c0 + 0.129 cpd00102_c0 + 1.496 cpd00169_c0 + 0.8977 cpd00236_c0 --> 3.547 cpd00004_c0 + 1.8225 cpd00006_c0 + 41.257 cpd00008_c0 + 41.257 cpd00009_c0 + 3.7478 cpd00010_c0 + 46.6265 cpd00067_c0 + cpd11416_c0 \n", + "\n", + "bio2: 41.257 cpd00001_c0 + 41.257 cpd00002_c0 --> 41.257 cpd00008_c0 + 41.257 cpd00009_c0 + 46.6265 cpd00067_c0 \n", + "\n", + "SK_cpd11416_c0: cpd11416_c0 --> \n", + "\n" + ] + } + ], + "source": [ + "for r in model_test.reactions:\n", + " i = r.id\n", + " seed_id = i[:-3]\n", + " print(r, r.gene_reaction_rule)\n", + " if f'{seed_id}__vc' in model_full.reactions:\n", + " rxn_other = model_full.reactions.get_by_id(f'{seed_id}__vc')\n", + " print(rxn_other, rxn_other.gene_reaction_rule)\n", + " if f'{seed_id}__hc' in model_full.reactions:\n", + " rxn_other = model_full.reactions.get_by_id(f'{seed_id}__hc')\n", + " print(rxn_other, rxn_other.gene_reaction_rule)\n", + " print()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "27e6e6bd-18b8-4fff-8d38-a569d2098e89", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Model Reconstruction/Biomass.ipynb b/examples/Model Reconstruction/Biomass.ipynb index 3726f959..aea68d86 100644 --- a/examples/Model Reconstruction/Biomass.ipynb +++ b/examples/Model Reconstruction/Biomass.ipynb @@ -1,723 +1,723 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "5434992c-fc67-40f5-ae08-82f44790666c", - "metadata": {}, - "outputs": [], - "source": [ - "import modelseedpy" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "b243e00a-4a8b-489d-a778-61844a439e63", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.3.1\n" - ] - } - ], - "source": [ - "import cobrakbase\n", - "kbase = cobrakbase.KBaseAPI()" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "3a177c16-ecb0-4050-bbf5-47aad10f2af9", - "metadata": {}, - "outputs": [], - "source": [ - "template = kbase.get_from_ws('GramNegModelTemplateV3', 'NewKBaseModelTemplates')" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "4ce52552-dce2-4c44-9884-cf00d15e76ab", - "metadata": {}, - "outputs": [], - "source": [ - "from modelseedpy import MSBuilder" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "6f216f6a-5e25-4697-bf6b-9ae63475b5c7", - "metadata": {}, - "outputs": [], - "source": [ - "from cobra.core import Model\n", - "model = Model('test')" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "d9763d58-daba-4751-811f-23581b390025", - "metadata": {}, - "outputs": [], - "source": [ - "biomass = template.biomasses[0]" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "d3e884ac-2568-445a-ac04-1508b536c88a", - "metadata": {}, - "outputs": [], - "source": [ - "reaction = biomass.build_biomass(model, '0', True)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "f5140ac5-273f-4eb5-b806-ddd9178b252e", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cpd00010_c0 {'modelseed_template_id': 'cpd00010_c'}\n", - "cpd11493_c0 {'modelseed_template_id': 'cpd11493_c'}\n", - "cpd12370_c0 {'modelseed_template_id': 'cpd12370_c'}\n", - "cpd00003_c0 {'modelseed_template_id': 'cpd00003_c'}\n", - "cpd00006_c0 {'modelseed_template_id': 'cpd00006_c'}\n", - "cpd00205_c0 {'modelseed_template_id': 'cpd00205_c'}\n", - "cpd00254_c0 {'modelseed_template_id': 'cpd00254_c'}\n", - "cpd10516_c0 {'modelseed_template_id': 'cpd10516_c'}\n", - "cpd00063_c0 {'modelseed_template_id': 'cpd00063_c'}\n", - "cpd00009_c0 {'modelseed_template_id': 'cpd00009_c'}\n", - "cpd00099_c0 {'modelseed_template_id': 'cpd00099_c'}\n", - "cpd00149_c0 {'modelseed_template_id': 'cpd00149_c'}\n", - "cpd00058_c0 {'modelseed_template_id': 'cpd00058_c'}\n", - "cpd00015_c0 {'modelseed_template_id': 'cpd00015_c'}\n", - "cpd10515_c0 {'modelseed_template_id': 'cpd10515_c'}\n", - "cpd00030_c0 {'modelseed_template_id': 'cpd00030_c'}\n", - "cpd00048_c0 {'modelseed_template_id': 'cpd00048_c'}\n", - "cpd00034_c0 {'modelseed_template_id': 'cpd00034_c'}\n", - "cpd00016_c0 {'modelseed_template_id': 'cpd00016_c'}\n", - "cpd00220_c0 {'modelseed_template_id': 'cpd00220_c'}\n", - "cpd00017_c0 {'modelseed_template_id': 'cpd00017_c'}\n", - "cpd00201_c0 {'modelseed_template_id': 'cpd00201_c'}\n", - "cpd00087_c0 {'modelseed_template_id': 'cpd00087_c'}\n", - "cpd00345_c0 {'modelseed_template_id': 'cpd00345_c'}\n", - "cpd00042_c0 {'modelseed_template_id': 'cpd00042_c'}\n", - "cpd00028_c0 {'modelseed_template_id': 'cpd00028_c'}\n", - "cpd00557_c0 {'modelseed_template_id': 'cpd00557_c'}\n", - "cpd00264_c0 {'modelseed_template_id': 'cpd00264_c'}\n", - "cpd00118_c0 {'modelseed_template_id': 'cpd00118_c'}\n", - "cpd00056_c0 {'modelseed_template_id': 'cpd00056_c'}\n", - "cpd15560_c0 {'modelseed_template_id': 'cpd15560_c'}\n", - "cpd15352_c0 {'modelseed_template_id': 'cpd15352_c'}\n", - "cpd15500_c0 {'modelseed_template_id': 'cpd15500_c'}\n", - "cpd00166_c0 {'modelseed_template_id': 'cpd00166_c'}\n", - "cpd01997_c0 {'modelseed_template_id': 'cpd01997_c'}\n", - "cpd03422_c0 {'modelseed_template_id': 'cpd03422_c'}\n", - "cpd00104_c0 {'modelseed_template_id': 'cpd00104_c'}\n", - "cpd00037_c0 {'modelseed_template_id': 'cpd00037_c'}\n", - "cpd00050_c0 {'modelseed_template_id': 'cpd00050_c'}\n", - "cpd15793_c0 {'modelseed_template_id': 'cpd15793_c'}\n", - "cpd15540_c0 {'modelseed_template_id': 'cpd15540_c'}\n", - "cpd15533_c0 {'modelseed_template_id': 'cpd15533_c'}\n", - "cpd15432_c0 {'modelseed_template_id': 'cpd15432_c'}\n", - "cpd02229_c0 {'modelseed_template_id': 'cpd02229_c'}\n", - "cpd15665_c0 {'modelseed_template_id': 'cpd15665_c'}\n", - "cpd15666_c0 {'modelseed_template_id': 'cpd15666_c'}\n", - "cpd00023_c0 {'modelseed_template_id': 'cpd00023_c'}\n", - "cpd00001_c0 {'modelseed_template_id': 'cpd00001_c'}\n", - "cpd00033_c0 {'modelseed_template_id': 'cpd00033_c'}\n", - "cpd00035_c0 {'modelseed_template_id': 'cpd00035_c'}\n", - "cpd00039_c0 {'modelseed_template_id': 'cpd00039_c'}\n", - "cpd00041_c0 {'modelseed_template_id': 'cpd00041_c'}\n", - "cpd00051_c0 {'modelseed_template_id': 'cpd00051_c'}\n", - "cpd00053_c0 {'modelseed_template_id': 'cpd00053_c'}\n", - "cpd00054_c0 {'modelseed_template_id': 'cpd00054_c'}\n", - "cpd00060_c0 {'modelseed_template_id': 'cpd00060_c'}\n", - "cpd00065_c0 {'modelseed_template_id': 'cpd00065_c'}\n", - "cpd00066_c0 {'modelseed_template_id': 'cpd00066_c'}\n", - "cpd00069_c0 {'modelseed_template_id': 'cpd00069_c'}\n", - "cpd00084_c0 {'modelseed_template_id': 'cpd00084_c'}\n", - "cpd00107_c0 {'modelseed_template_id': 'cpd00107_c'}\n", - "cpd00119_c0 {'modelseed_template_id': 'cpd00119_c'}\n", - "cpd00129_c0 {'modelseed_template_id': 'cpd00129_c'}\n", - "cpd00132_c0 {'modelseed_template_id': 'cpd00132_c'}\n", - "cpd00156_c0 {'modelseed_template_id': 'cpd00156_c'}\n", - "cpd00161_c0 {'modelseed_template_id': 'cpd00161_c'}\n", - "cpd00322_c0 {'modelseed_template_id': 'cpd00322_c'}\n", - "cpd00115_c0 {'modelseed_template_id': 'cpd00115_c'}\n", - "cpd00012_c0 {'modelseed_template_id': 'cpd00012_c'}\n", - "cpd00241_c0 {'modelseed_template_id': 'cpd00241_c'}\n", - "cpd00356_c0 {'modelseed_template_id': 'cpd00356_c'}\n", - "cpd00357_c0 {'modelseed_template_id': 'cpd00357_c'}\n", - "cpd00002_c0 {'modelseed_template_id': 'cpd00002_c'}\n", - "cpd00038_c0 {'modelseed_template_id': 'cpd00038_c'}\n", - "cpd00052_c0 {'modelseed_template_id': 'cpd00052_c'}\n", - "cpd00062_c0 {'modelseed_template_id': 'cpd00062_c'}\n", - "cpd00008_c0 {'modelseed_template_id': 'cpd00008_c'}\n", - "cpd00067_c0 {'modelseed_template_id': 'cpd00067_c'}\n", - "cpd11416_c0 {'modelseed_template_id': 'cpd11416_c'}\n", - "cpd17041_c0 {'modelseed_template_id': 'cpd17041_c'}\n", - "cpd17042_c0 {'modelseed_template_id': 'cpd17042_c'}\n", - "cpd17043_c0 {'modelseed_template_id': 'cpd17043_c'}\n" - ] - } - ], - "source": [ - "for m in reaction.metabolites:\n", - " print(m, m.notes)" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "id": "891147ee-73a0-4e3d-ab43-d54703d722ee", - "metadata": {}, - "outputs": [], - "source": [ - "template = MSTemplateBuilder.from_dict(get_template('template_gram_neg')).build()" - ] - }, - { - "cell_type": "code", - "execution_count": 62, - "id": "d9c418e9-dc6f-4b91-9a5e-82016f9bdfbf", - "metadata": {}, - "outputs": [], - "source": [ - "model = kbase.get_from_ws('GCF_000009725.1.mdl', 56739)\n", - "template = kbase.get_from_ws(model.template_ref)" - ] - }, - { - "cell_type": "code", - "execution_count": 91, - "id": "d31a6a13-e826-4697-bd46-2fba1078adad", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "dict_keys(['cellwall', 'cofactor', 'dna', 'energy', 'id', 'lipid', 'name', 'other', 'protein', 'rna', 'templateBiomassComponents', 'type'])" - ] - }, - "execution_count": 91, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "template.biomasses[0].keys()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3f444a40-610e-401d-a7e5-a64b64816927", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "328acef9-db28-4daf-bada-90cf7e294939", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 221, - "id": "0d1375dc-30c2-4fcc-85e5-5259e477ac8d", - "metadata": {}, - "outputs": [], - "source": [ - "class TemplateComponent:\n", - " \n", - " def __init__(self, component_class, coefficient, coefficient_type, compound, linked_compounds):\n", - " self.component_class = component_class\n", - " self.coefficient = coefficient\n", - " self.coefficient_type = coefficient_type\n", - " self.compound = compound\n", - " self.linked_compounds = linked_compounds\n", - " \n", - " def __str__(self):\n", - " return f'{self.compound.id} [{self.component_class}:{self.coefficient_type}]'\n", - "\n", - "biomass_data = template.biomasses[0]\n", - "biomass_components = {}\n", - "for o in biomass_data['templateBiomassComponents']:\n", - " c_cpd = template.compcompounds.get_by_id(o['templatecompcompound_ref'].split('/')[-1])\n", - " linked_cpds = {}\n", - " for i in range(len(o['linked_compound_refs'])):\n", - " l_cpd = template.compcompounds.get_by_id(o['linked_compound_refs'][i].split('/')[-1])\n", - " value = o['link_coefficients'][i]\n", - " linked_cpds[l_cpd] = value\n", - " template_component = TemplateComponent(o['class'], o['coefficient'], o['coefficient_type'], \n", - " c_cpd, linked_cpds)\n", - " if template_component.component_class not in biomass_components:\n", - " biomass_components[template_component.component_class] = {\n", - " 'coefficient': biomass_data[template_component.component_class],\n", - " 'components': []\n", - " }\n", - " biomass_components[template_component.component_class]['components'].append(template_component)" - ] - }, - { - "cell_type": "code", - "execution_count": 227, - "id": "d8bb2ff7-12e6-40e4-9454-e2749760f629", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "biomass_components_class = {}\n", - "classMW = {}\n", - "classMol = {}\n", - "classMolFraction = {}\n", - "classMolSplitCount = {}\n", - "classMolSplitFraction = {}\n", - "classMolSplitMW = {}\n", - "\n", - "classHash = {}\n", - "includedComps = []\n", - "for c_type in biomass_components:\n", - " v = biomass_components[c_type]['coefficient']\n", - " classHash[c.component_class] = v\n", - " for c in biomass_components[c_type]['components']:\n", - " includedComps.append(c)\n", - " #print(c.coefficient_type)\n", - " if c.coefficient_type == 'MOLFRACTION':\n", - " if c.component_class not in classMolFraction:\n", - " classMolFraction[c.component_class] = 0\n", - " classMolFraction[c.component_class] += -1 * c.coefficient\n", - " if c.compound.compound.mass and c.compound.compound.mass > 0:\n", - " if c.component_class not in classMW:\n", - " classMW[c.component_class] = 0\n", - " classMW[c.component_class] += -1 * c.compound.compound.mass * c.coefficient;\n", - " elif c.coefficient_type == 'MOLSPLIT':\n", - " if c_type not in classMolSplitCount:\n", - " classMolSplitCount[c_type] = 0\n", - " classMolSplitCount[c_type] += 1\n", - " if c.compound.compound.mass and c.compound.compound.mass > 0:\n", - " if c_type not in classMolSplitMW:\n", - " classMolSplitMW[c_type] = 0\n", - " classMolSplitMW[c_type] += c.compound.compound.mass" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "62c8b8c4-9083-4d09-93ce-6e5ef16957e8", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 228, - "id": "f4264e0b-ebdf-47d2-9f6f-c4814eb8cbc0", - "metadata": {}, - "outputs": [], - "source": [ - "classMassFraction = {}\n", - "classMassSplitCount = {}\n", - "classMassSplitMol = {}\n", - "classMassSplitFraction = {}\n", - "for clazz in classHash:\n", - " if clazz not in classMassFraction:\n", - " classMassFraction[clazz] = 0\n", - " if clazz not in classMolFraction:\n", - " classMolFraction[clazz] = 0\n", - " if clazz not in classMW:\n", - " classMW[clazz] = 0\n", - " if clazz not in classMol:\n", - " classMol[clazz] = 0\n", - " if clazz not in classMolSplitCount:\n", - " classMolSplitCount[clazz] = 0\n", - " classMolSplitMW[clazz] = 0\n", - " if clazz not in classMassSplitCount:\n", - " classMassSplitCount[clazz] = 0\n", - " classMassSplitMol[clazz] = 0\n", - " totalSplt = classMolSplitCount[clazz] + classMassSplitCount[clazz]\n", - " mass = (1 - classMassFraction[clazz]) * classHash[clazz] #?\n", - " if mass > 0:\n", - " remainingMolFraction = (1 - classMolFraction[clazz])\n", - " if totalSplt > 0:\n", - " massSplitMolFraction = remainingMolFraction * classMassSplitCount[clazz] / totalSplt\n", - " molSplitMolFraction = remainingMolFraction * classMolSplitCount[clazz] / totalSplt\n", - " classMW[clazz] += molSplitMolFraction * classMolSplitMW[clazz] / classMolSplitCount[clazz]\n", - " if classMassSplitCount[clazz] > 0:\n", - " classMW[clazz] += massSplitMolFraction * classHash[clazz] / (classMassSplitMol[clazz] / classMassSplitCount[clazz])\n", - " classMassSplitFraction[clazz] = massSplitMolFraction;\n", - " classMolSplitFraction[clazz] = molSplitMolFraction;\n", - " if classMW[clazz] > 0:\n", - " classMol[clazz] = mass / classMW[clazz]\n", - " else:\n", - " classMol[clazz] = 1" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "39bb74be-ea45-4254-8206-e171c1b760ac", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 229, - "id": "7372fe52-1871-484c-ac4d-cb378f6ab977", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cpd00002_c ATP 0.0 -41.2913947104178\n", - "cpd00038_c GTP 0.0 -0.0424026391792249\n", - "cpd00052_c CTP 0.0 -0.0261242266150642\n", - "cpd00062_c UTP 0.0 -0.0282246669459237\n", - "cpd00115_c dATP 0 -0.0141357803930648\n", - "cpd00241_c dGTP 0 -0.012738326818085\n", - "cpd00356_c dCTP 0 -0.012738326818085\n", - "cpd00357_c TTP 0 -0.0141357803930648\n", - "cpd00023_c L-Glutamate 0.0 -0.261005044219309\n", - "cpd00033_c Glycine 0.0 -0.409331301687739\n", - "cpd00035_c L-Alanine 0.0 -0.267560900902997\n", - "cpd00039_c L-Lysine 0.0 -0.323695423757071\n", - "cpd00041_c L-Aspartate 0.0 -0.14832625746843\n", - "cpd00051_c L-Arginine 0.0 -0.193397772168782\n", - "cpd00053_c L-Glutamine 0.0 -0.261005044219309\n", - "cpd00054_c L-Serine 0.0 -0.216753011604418\n", - "cpd00060_c L-Methionine 0.0 -0.11349826883634\n", - "cpd00065_c L-Tryptophan 0.0 -0.0544955586831525\n", - "cpd00066_c L-Phenylalanine 0.0 -0.176188648374102\n", - "cpd00069_c L-Tyrosine 0.0 -0.111039822579957\n", - "cpd00084_c L-Cysteine 0.0 -0.0569540049395353\n", - "cpd00107_c L-Leucine 0.0 -0.347460404235438\n", - "cpd00119_c L-Histidine 0.0 -0.0819482085460939\n", - "cpd00129_c L-Proline 0.0 -0.161028229793075\n", - "cpd00132_c L-Asparagine 0.0 -0.14832625746843\n", - "cpd00156_c L-Valine 0.0 -0.307715523090583\n", - "cpd00161_c L-Threonine 0.0 -0.186841915485094\n", - "cpd00322_c L-Isoleucine 0.0 -0.27042908820211\n", - "cpd11416_c Biomass 1 1\n", - "cpd17041_c Protein biosynthesis -1 -1\n", - "cpd17042_c DNA replication -1 -1\n", - "cpd17043_c RNA transcription -1 -1\n", - "cpd00010_c CoA -0.005396459922290977 -0.00719527989638797\n", - "cpd11493_c ACP -0.005396459922290977 -0.00719527989638797\n", - "cpd00003_c NAD -0.005396459922290977 -0.00719527989638797\n", - "cpd00006_c NADP -0.005396459922290977 -0.00719527989638797\n", - "cpd00205_c K+ -0.005396459922290977 -0.00719527989638797\n", - "cpd00254_c Mg -0.005396459922290977 -0.00719527989638797\n", - "cpd10516_c fe3 -0.005396459922290977 -0.00719527989638797\n", - "cpd00063_c Ca2+ -0.005396459922290977 -0.00719527989638797\n", - "cpd00009_c Phosphate -0.005396459922290977 41.2498047201036\n", - "cpd00099_c Cl- -0.005396459922290977 -0.00719527989638797\n", - "cpd00149_c Co2+ -0.005396459922290977 -0.00719527989638797\n", - "cpd00058_c Cu2+ -0.005396459922290977 -0.00719527989638797\n", - "cpd00015_c FAD -0.005396459922290977 -0.00719527989638797\n", - "cpd10515_c Fe2+ -0.005396459922290977 -0.00719527989638797\n", - "cpd00030_c Mn2+ -0.005396459922290977 -0.00719527989638797\n", - "cpd00048_c Sulfate -0.005396459922290977 -0.00719527989638797\n", - "cpd00034_c Zn2+ -0.005396459922290977 -0.00719527989638797\n", - "cpd00016_c Pyridoxal phosphate -0.005396459922290977 -0.00719527989638797\n", - "cpd00220_c Riboflavin -0.005396459922290977 -0.00719527989638797\n", - "cpd00017_c S-Adenosyl-L-methionine -0.005396459922290977 -0.00719527989638797\n", - "cpd00201_c 10-Formyltetrahydrofolate -0.005396459922290977 -0.00719527989638797\n", - "cpd00087_c Tetrahydrofolate -0.005396459922290977 -0.00719527989638797\n", - "cpd00345_c 5-Methyltetrahydrofolate -0.005396459922290977 -0.00719527989638797\n", - "cpd00042_c GSH -0.005396459922290977 -0.00719527989638797\n", - "cpd00028_c Heme -0.005396459922290977 -0.00719527989638797\n", - "cpd00557_c Siroheme -0.005396459922290977 -0.00719527989638797\n", - "cpd00264_c Spermidine -0.005396459922290977 -0.00719527989638797\n", - "cpd00118_c Putrescine -0.005396459922290977 -0.00719527989638797\n", - "cpd00056_c TPP -0.005396459922290977 -0.00719527989638797\n", - "cpd15560_c Ubiquinone-8 -0.005396459922290977 -0.00719527989638797\n", - "cpd15352_c 2-Demethylmenaquinone 8 -0.005396459922290977 -0.00719527989638797\n", - "cpd15500_c Menaquinone 8 -0.005396459922290977 -0.00719527989638797\n", - "cpd00166_c Calomide -0.005396459922290977 -0.00719527989638797\n", - "cpd00104_c BIOT -0.005396459922290977 -0.00719527989638797\n", - "cpd00037_c UDP-N-acetylglucosamine -0.005396459922290977 -0.00719527989638797\n", - "cpd00050_c FMN -0.005396459922290977 -0.00719527989638797\n", - "cpd15793_c Stearoylcardiolipin (B. subtilis) -0.08372404554588077 -0.0251172136637642\n", - "cpd15540_c Phosphatidylglycerol dioctadecanoyl -0.08372404554588077 -0.0251172136637642\n", - "cpd15533_c phosphatidylethanolamine dioctadecanoyl -0.08372404554588077 -0.0251172136637642\n", - "cpd15748_c Stearoyllipoteichoic acid (n=24), linked, unsubstituted -0.0008110551146002304 -0.00309563020839783\n", - "cpd15757_c Stearoyllipoteichoic acid (n=24), linked, glucose substituted -0.0008110551146002304 -0.00309563020839783\n", - "cpd15766_c Stearoyllipoteichoic acid (n=24), linked, N-acetyl-D-glucosamine -0.0008110551146002304 -0.00309563020839783\n", - "cpd15775_c Stearoyllipoteichoic acid (n=24), linked, D-alanine substituted -0.0008110551146002304 -0.00309563020839783\n", - "cpd15667_c glycerol teichoic acid (n=45), linked, unsubstituted -0.0008110551146002304 -0.00309563020839783\n", - "cpd15668_c glycerol teichoic acid (n=45), linked, D-ala substituted -0.0008110551146002304 -0.00309563020839783\n", - "cpd15669_c glycerol teichoic acid (n=45), linked, glucose substituted -0.0008110551146002304 -0.00309563020839783\n", - "cpd11459_c tcam -0.0008110551146002304 -0.00309563020839783\n", - "cpd02229_c Bactoprenyl diphosphate -0.0008110551146002304 -0.00309563020839783\n", - "cpd15665_c Peptidoglycan polymer (n subunits) -0.0008110551146002304 -0.00309563020839783\n" - ] - } - ], - "source": [ - "compoundHash = {}\n", - "for c in includedComps:\n", - " coef = c.coefficient\n", - " clazz = c.component_class\n", - " z_coef = 0\n", - " if c.coefficient_type == 'MOLFRACTION':\n", - " z_coef = coef * classMol[clazz] * 1000;\n", - " elif c.coefficient_type == 'MOLSPLIT':\n", - " z_coef = coef * classMol[clazz] * classMolSplitFraction[clazz] * 1000 / classMolSplitCount[clazz]\n", - " error = z_coef - bio1[c.compound.id + '0']\n", - " #print(c.compound.id, c.compound.name, c.component_class, z_coef, bio1[c.compound.id + '0'])\n", - " elif c.coefficient_type == 'MULTIPLIER':\n", - " z_coef = coef * classHash[clazz]\n", - " elif c.coefficient_type == 'EXACT':\n", - " z_coef = coef\n", - " if c.compound.id not in compoundHash:\n", - " compoundHash[c.compound.id] = 0\n", - " compoundHash[c.compound.id] += z_coef\n", - "for k in compoundHash:\n", - " print(k, template.compcompounds.get_by_id(k).name, compoundHash[k], bio1[k + '0'])" - ] - }, - { - "cell_type": "code", - "execution_count": 65, - "id": "27690358-7bc3-471f-9051-8ebe3b6c367f", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "rna 0.0655\n", - "dna 0.026\n", - "protein 0.5284\n", - "energy 41.257\n", - "other 0\n", - "cofactor 0.1\n", - "lipid 0.075\n", - "cellwall 0.25\n" - ] - }, - { - "data": { - "text/plain": [ - "42.3019" - ] - }, - "execution_count": 65, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "total = 0\n", - "for t in biomass_components:\n", - " total += biomass_components[t]['coefficient']\n", - " print(t, biomass_components[t]['coefficient'])\n", - "total" - ] - }, - { - "cell_type": "code", - "execution_count": 89, - "id": "0214077f-fccf-41fa-8e89-f91626d83dbb", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cpd15748_c -1 MOLSPLIT cellwall 0.25\n", - "-0.00309563020839783\n", - "cpd15757_c -1 MOLSPLIT cellwall 0.25\n", - "-0.00309563020839783\n", - "cpd15766_c -1 MOLSPLIT cellwall 0.25\n", - "-0.00309563020839783\n", - "cpd15775_c -1 MOLSPLIT cellwall 0.25\n", - "-0.00309563020839783\n", - "cpd15667_c -1 MOLSPLIT cellwall 0.25\n", - "-0.00309563020839783\n", - "cpd15668_c -1 MOLSPLIT cellwall 0.25\n", - "-0.00309563020839783\n", - "cpd15669_c -1 MOLSPLIT cellwall 0.25\n", - "-0.00309563020839783\n", - "cpd11459_c -1 MOLSPLIT cellwall 0.25\n", - "-0.00309563020839783\n", - "cpd02229_c -1 MOLSPLIT cellwall 0.25\n", - "-0.00309563020839783\n", - "cpd15665_c -1 MOLSPLIT cellwall 0.25\n", - "-0.00309563020839783\n" - ] - } - ], - "source": [ - "for c in biomass_components['cellwall']['components']:\n", - " print(c.compound.id, c.coefficient, c.coefficient_type, c.component_class, biomass_components['cellwall']['coefficient'])\n", - " print(bio1[f'{c.compound.id}0'])" - ] - }, - { - "cell_type": "code", - "execution_count": 66, - "id": "68cfd2ac-1fdb-4e17-ac45-0357c3a236a0", - "metadata": {}, - "outputs": [], - "source": [ - "c = biomass_components['cellwall']['components'][0]" - ] - }, - { - "cell_type": "code", - "execution_count": 84, - "id": "5cafd1e1-7c1b-49af-a880-c8cffe0633b9", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-1 MOLSPLIT cellwall 0.25\n" - ] - } - ], - "source": [ - "print(c.coefficient, c.coefficient_type, c.component_class, biomass_components['cellwall']['coefficient'])" - ] - }, - { - "cell_type": "code", - "execution_count": 67, - "id": "c69839d3-4396-4d21-a485-c5594e9f68b3", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Metabolite identifiercpd15748_c
NameStearoyllipoteichoic acid (n=24), linked,...
Memory address0x07f09dabb6b80
FormulaC123H240O135P24
Compartmentc
In 5 reaction(s)\n", - " rxn10318_c, rxn10300_c, rxn10309_c, rxn10200_c, rxn10291_c
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 67, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "c.compound" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "623342a6-1c96-4469-9fe2-f171f3988b2f", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 78, - "id": "cf515c48-44b1-4ee4-9178-d6946b612d26", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "-0.00309563020839783" - ] - }, - "execution_count": 78, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "bio1[f'{c.compound.id}0']" - ] - }, - { - "cell_type": "code", - "execution_count": 75, - "id": "a04c20e1-1852-4fce-bb43-f42fba7f4d8a", - "metadata": {}, - "outputs": [], - "source": [ - "bio1 = dict(map(lambda x: (x[0].id, x[1]), model.reactions.bio1.metabolites.items()))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "f4b836dc-56c2-4058-9220-c8d087fd17c0", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "eb33022d-6ff6-4582-892d-4d884a5aa67e", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "5434992c-fc67-40f5-ae08-82f44790666c", + "metadata": {}, + "outputs": [], + "source": [ + "import modelseedpy" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "b243e00a-4a8b-489d-a778-61844a439e63", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.3.1\n" + ] + } + ], + "source": [ + "import cobrakbase\n", + "kbase = cobrakbase.KBaseAPI()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "3a177c16-ecb0-4050-bbf5-47aad10f2af9", + "metadata": {}, + "outputs": [], + "source": [ + "template = kbase.get_from_ws('GramNegModelTemplateV3', 'NewKBaseModelTemplates')" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "4ce52552-dce2-4c44-9884-cf00d15e76ab", + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy import MSBuilder" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "6f216f6a-5e25-4697-bf6b-9ae63475b5c7", + "metadata": {}, + "outputs": [], + "source": [ + "from cobra.core import Model\n", + "model = Model('test')" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "d9763d58-daba-4751-811f-23581b390025", + "metadata": {}, + "outputs": [], + "source": [ + "biomass = template.biomasses[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "d3e884ac-2568-445a-ac04-1508b536c88a", + "metadata": {}, + "outputs": [], + "source": [ + "reaction = biomass.build_biomass(model, '0', True)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "f5140ac5-273f-4eb5-b806-ddd9178b252e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cpd00010_c0 {'modelseed_template_id': 'cpd00010_c'}\n", + "cpd11493_c0 {'modelseed_template_id': 'cpd11493_c'}\n", + "cpd12370_c0 {'modelseed_template_id': 'cpd12370_c'}\n", + "cpd00003_c0 {'modelseed_template_id': 'cpd00003_c'}\n", + "cpd00006_c0 {'modelseed_template_id': 'cpd00006_c'}\n", + "cpd00205_c0 {'modelseed_template_id': 'cpd00205_c'}\n", + "cpd00254_c0 {'modelseed_template_id': 'cpd00254_c'}\n", + "cpd10516_c0 {'modelseed_template_id': 'cpd10516_c'}\n", + "cpd00063_c0 {'modelseed_template_id': 'cpd00063_c'}\n", + "cpd00009_c0 {'modelseed_template_id': 'cpd00009_c'}\n", + "cpd00099_c0 {'modelseed_template_id': 'cpd00099_c'}\n", + "cpd00149_c0 {'modelseed_template_id': 'cpd00149_c'}\n", + "cpd00058_c0 {'modelseed_template_id': 'cpd00058_c'}\n", + "cpd00015_c0 {'modelseed_template_id': 'cpd00015_c'}\n", + "cpd10515_c0 {'modelseed_template_id': 'cpd10515_c'}\n", + "cpd00030_c0 {'modelseed_template_id': 'cpd00030_c'}\n", + "cpd00048_c0 {'modelseed_template_id': 'cpd00048_c'}\n", + "cpd00034_c0 {'modelseed_template_id': 'cpd00034_c'}\n", + "cpd00016_c0 {'modelseed_template_id': 'cpd00016_c'}\n", + "cpd00220_c0 {'modelseed_template_id': 'cpd00220_c'}\n", + "cpd00017_c0 {'modelseed_template_id': 'cpd00017_c'}\n", + "cpd00201_c0 {'modelseed_template_id': 'cpd00201_c'}\n", + "cpd00087_c0 {'modelseed_template_id': 'cpd00087_c'}\n", + "cpd00345_c0 {'modelseed_template_id': 'cpd00345_c'}\n", + "cpd00042_c0 {'modelseed_template_id': 'cpd00042_c'}\n", + "cpd00028_c0 {'modelseed_template_id': 'cpd00028_c'}\n", + "cpd00557_c0 {'modelseed_template_id': 'cpd00557_c'}\n", + "cpd00264_c0 {'modelseed_template_id': 'cpd00264_c'}\n", + "cpd00118_c0 {'modelseed_template_id': 'cpd00118_c'}\n", + "cpd00056_c0 {'modelseed_template_id': 'cpd00056_c'}\n", + "cpd15560_c0 {'modelseed_template_id': 'cpd15560_c'}\n", + "cpd15352_c0 {'modelseed_template_id': 'cpd15352_c'}\n", + "cpd15500_c0 {'modelseed_template_id': 'cpd15500_c'}\n", + "cpd00166_c0 {'modelseed_template_id': 'cpd00166_c'}\n", + "cpd01997_c0 {'modelseed_template_id': 'cpd01997_c'}\n", + "cpd03422_c0 {'modelseed_template_id': 'cpd03422_c'}\n", + "cpd00104_c0 {'modelseed_template_id': 'cpd00104_c'}\n", + "cpd00037_c0 {'modelseed_template_id': 'cpd00037_c'}\n", + "cpd00050_c0 {'modelseed_template_id': 'cpd00050_c'}\n", + "cpd15793_c0 {'modelseed_template_id': 'cpd15793_c'}\n", + "cpd15540_c0 {'modelseed_template_id': 'cpd15540_c'}\n", + "cpd15533_c0 {'modelseed_template_id': 'cpd15533_c'}\n", + "cpd15432_c0 {'modelseed_template_id': 'cpd15432_c'}\n", + "cpd02229_c0 {'modelseed_template_id': 'cpd02229_c'}\n", + "cpd15665_c0 {'modelseed_template_id': 'cpd15665_c'}\n", + "cpd15666_c0 {'modelseed_template_id': 'cpd15666_c'}\n", + "cpd00023_c0 {'modelseed_template_id': 'cpd00023_c'}\n", + "cpd00001_c0 {'modelseed_template_id': 'cpd00001_c'}\n", + "cpd00033_c0 {'modelseed_template_id': 'cpd00033_c'}\n", + "cpd00035_c0 {'modelseed_template_id': 'cpd00035_c'}\n", + "cpd00039_c0 {'modelseed_template_id': 'cpd00039_c'}\n", + "cpd00041_c0 {'modelseed_template_id': 'cpd00041_c'}\n", + "cpd00051_c0 {'modelseed_template_id': 'cpd00051_c'}\n", + "cpd00053_c0 {'modelseed_template_id': 'cpd00053_c'}\n", + "cpd00054_c0 {'modelseed_template_id': 'cpd00054_c'}\n", + "cpd00060_c0 {'modelseed_template_id': 'cpd00060_c'}\n", + "cpd00065_c0 {'modelseed_template_id': 'cpd00065_c'}\n", + "cpd00066_c0 {'modelseed_template_id': 'cpd00066_c'}\n", + "cpd00069_c0 {'modelseed_template_id': 'cpd00069_c'}\n", + "cpd00084_c0 {'modelseed_template_id': 'cpd00084_c'}\n", + "cpd00107_c0 {'modelseed_template_id': 'cpd00107_c'}\n", + "cpd00119_c0 {'modelseed_template_id': 'cpd00119_c'}\n", + "cpd00129_c0 {'modelseed_template_id': 'cpd00129_c'}\n", + "cpd00132_c0 {'modelseed_template_id': 'cpd00132_c'}\n", + "cpd00156_c0 {'modelseed_template_id': 'cpd00156_c'}\n", + "cpd00161_c0 {'modelseed_template_id': 'cpd00161_c'}\n", + "cpd00322_c0 {'modelseed_template_id': 'cpd00322_c'}\n", + "cpd00115_c0 {'modelseed_template_id': 'cpd00115_c'}\n", + "cpd00012_c0 {'modelseed_template_id': 'cpd00012_c'}\n", + "cpd00241_c0 {'modelseed_template_id': 'cpd00241_c'}\n", + "cpd00356_c0 {'modelseed_template_id': 'cpd00356_c'}\n", + "cpd00357_c0 {'modelseed_template_id': 'cpd00357_c'}\n", + "cpd00002_c0 {'modelseed_template_id': 'cpd00002_c'}\n", + "cpd00038_c0 {'modelseed_template_id': 'cpd00038_c'}\n", + "cpd00052_c0 {'modelseed_template_id': 'cpd00052_c'}\n", + "cpd00062_c0 {'modelseed_template_id': 'cpd00062_c'}\n", + "cpd00008_c0 {'modelseed_template_id': 'cpd00008_c'}\n", + "cpd00067_c0 {'modelseed_template_id': 'cpd00067_c'}\n", + "cpd11416_c0 {'modelseed_template_id': 'cpd11416_c'}\n", + "cpd17041_c0 {'modelseed_template_id': 'cpd17041_c'}\n", + "cpd17042_c0 {'modelseed_template_id': 'cpd17042_c'}\n", + "cpd17043_c0 {'modelseed_template_id': 'cpd17043_c'}\n" + ] + } + ], + "source": [ + "for m in reaction.metabolites:\n", + " print(m, m.notes)" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "891147ee-73a0-4e3d-ab43-d54703d722ee", + "metadata": {}, + "outputs": [], + "source": [ + "template = MSTemplateBuilder.from_dict(get_template('template_gram_neg')).build()" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "d9c418e9-dc6f-4b91-9a5e-82016f9bdfbf", + "metadata": {}, + "outputs": [], + "source": [ + "model = kbase.get_from_ws('GCF_000009725.1.mdl', 56739)\n", + "template = kbase.get_from_ws(model.template_ref)" + ] + }, + { + "cell_type": "code", + "execution_count": 91, + "id": "d31a6a13-e826-4697-bd46-2fba1078adad", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['cellwall', 'cofactor', 'dna', 'energy', 'id', 'lipid', 'name', 'other', 'protein', 'rna', 'templateBiomassComponents', 'type'])" + ] + }, + "execution_count": 91, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "template.biomasses[0].keys()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3f444a40-610e-401d-a7e5-a64b64816927", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "328acef9-db28-4daf-bada-90cf7e294939", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 221, + "id": "0d1375dc-30c2-4fcc-85e5-5259e477ac8d", + "metadata": {}, + "outputs": [], + "source": [ + "class TemplateComponent:\n", + " \n", + " def __init__(self, component_class, coefficient, coefficient_type, compound, linked_compounds):\n", + " self.component_class = component_class\n", + " self.coefficient = coefficient\n", + " self.coefficient_type = coefficient_type\n", + " self.compound = compound\n", + " self.linked_compounds = linked_compounds\n", + " \n", + " def __str__(self):\n", + " return f'{self.compound.id} [{self.component_class}:{self.coefficient_type}]'\n", + "\n", + "biomass_data = template.biomasses[0]\n", + "biomass_components = {}\n", + "for o in biomass_data['templateBiomassComponents']:\n", + " c_cpd = template.compcompounds.get_by_id(o['templatecompcompound_ref'].split('/')[-1])\n", + " linked_cpds = {}\n", + " for i in range(len(o['linked_compound_refs'])):\n", + " l_cpd = template.compcompounds.get_by_id(o['linked_compound_refs'][i].split('/')[-1])\n", + " value = o['link_coefficients'][i]\n", + " linked_cpds[l_cpd] = value\n", + " template_component = TemplateComponent(o['class'], o['coefficient'], o['coefficient_type'], \n", + " c_cpd, linked_cpds)\n", + " if template_component.component_class not in biomass_components:\n", + " biomass_components[template_component.component_class] = {\n", + " 'coefficient': biomass_data[template_component.component_class],\n", + " 'components': []\n", + " }\n", + " biomass_components[template_component.component_class]['components'].append(template_component)" + ] + }, + { + "cell_type": "code", + "execution_count": 227, + "id": "d8bb2ff7-12e6-40e4-9454-e2749760f629", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "biomass_components_class = {}\n", + "classMW = {}\n", + "classMol = {}\n", + "classMolFraction = {}\n", + "classMolSplitCount = {}\n", + "classMolSplitFraction = {}\n", + "classMolSplitMW = {}\n", + "\n", + "classHash = {}\n", + "includedComps = []\n", + "for c_type in biomass_components:\n", + " v = biomass_components[c_type]['coefficient']\n", + " classHash[c.component_class] = v\n", + " for c in biomass_components[c_type]['components']:\n", + " includedComps.append(c)\n", + " #print(c.coefficient_type)\n", + " if c.coefficient_type == 'MOLFRACTION':\n", + " if c.component_class not in classMolFraction:\n", + " classMolFraction[c.component_class] = 0\n", + " classMolFraction[c.component_class] += -1 * c.coefficient\n", + " if c.compound.compound.mass and c.compound.compound.mass > 0:\n", + " if c.component_class not in classMW:\n", + " classMW[c.component_class] = 0\n", + " classMW[c.component_class] += -1 * c.compound.compound.mass * c.coefficient;\n", + " elif c.coefficient_type == 'MOLSPLIT':\n", + " if c_type not in classMolSplitCount:\n", + " classMolSplitCount[c_type] = 0\n", + " classMolSplitCount[c_type] += 1\n", + " if c.compound.compound.mass and c.compound.compound.mass > 0:\n", + " if c_type not in classMolSplitMW:\n", + " classMolSplitMW[c_type] = 0\n", + " classMolSplitMW[c_type] += c.compound.compound.mass" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "62c8b8c4-9083-4d09-93ce-6e5ef16957e8", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 228, + "id": "f4264e0b-ebdf-47d2-9f6f-c4814eb8cbc0", + "metadata": {}, + "outputs": [], + "source": [ + "classMassFraction = {}\n", + "classMassSplitCount = {}\n", + "classMassSplitMol = {}\n", + "classMassSplitFraction = {}\n", + "for clazz in classHash:\n", + " if clazz not in classMassFraction:\n", + " classMassFraction[clazz] = 0\n", + " if clazz not in classMolFraction:\n", + " classMolFraction[clazz] = 0\n", + " if clazz not in classMW:\n", + " classMW[clazz] = 0\n", + " if clazz not in classMol:\n", + " classMol[clazz] = 0\n", + " if clazz not in classMolSplitCount:\n", + " classMolSplitCount[clazz] = 0\n", + " classMolSplitMW[clazz] = 0\n", + " if clazz not in classMassSplitCount:\n", + " classMassSplitCount[clazz] = 0\n", + " classMassSplitMol[clazz] = 0\n", + " totalSplt = classMolSplitCount[clazz] + classMassSplitCount[clazz]\n", + " mass = (1 - classMassFraction[clazz]) * classHash[clazz] #?\n", + " if mass > 0:\n", + " remainingMolFraction = (1 - classMolFraction[clazz])\n", + " if totalSplt > 0:\n", + " massSplitMolFraction = remainingMolFraction * classMassSplitCount[clazz] / totalSplt\n", + " molSplitMolFraction = remainingMolFraction * classMolSplitCount[clazz] / totalSplt\n", + " classMW[clazz] += molSplitMolFraction * classMolSplitMW[clazz] / classMolSplitCount[clazz]\n", + " if classMassSplitCount[clazz] > 0:\n", + " classMW[clazz] += massSplitMolFraction * classHash[clazz] / (classMassSplitMol[clazz] / classMassSplitCount[clazz])\n", + " classMassSplitFraction[clazz] = massSplitMolFraction;\n", + " classMolSplitFraction[clazz] = molSplitMolFraction;\n", + " if classMW[clazz] > 0:\n", + " classMol[clazz] = mass / classMW[clazz]\n", + " else:\n", + " classMol[clazz] = 1" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "39bb74be-ea45-4254-8206-e171c1b760ac", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 229, + "id": "7372fe52-1871-484c-ac4d-cb378f6ab977", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cpd00002_c ATP 0.0 -41.2913947104178\n", + "cpd00038_c GTP 0.0 -0.0424026391792249\n", + "cpd00052_c CTP 0.0 -0.0261242266150642\n", + "cpd00062_c UTP 0.0 -0.0282246669459237\n", + "cpd00115_c dATP 0 -0.0141357803930648\n", + "cpd00241_c dGTP 0 -0.012738326818085\n", + "cpd00356_c dCTP 0 -0.012738326818085\n", + "cpd00357_c TTP 0 -0.0141357803930648\n", + "cpd00023_c L-Glutamate 0.0 -0.261005044219309\n", + "cpd00033_c Glycine 0.0 -0.409331301687739\n", + "cpd00035_c L-Alanine 0.0 -0.267560900902997\n", + "cpd00039_c L-Lysine 0.0 -0.323695423757071\n", + "cpd00041_c L-Aspartate 0.0 -0.14832625746843\n", + "cpd00051_c L-Arginine 0.0 -0.193397772168782\n", + "cpd00053_c L-Glutamine 0.0 -0.261005044219309\n", + "cpd00054_c L-Serine 0.0 -0.216753011604418\n", + "cpd00060_c L-Methionine 0.0 -0.11349826883634\n", + "cpd00065_c L-Tryptophan 0.0 -0.0544955586831525\n", + "cpd00066_c L-Phenylalanine 0.0 -0.176188648374102\n", + "cpd00069_c L-Tyrosine 0.0 -0.111039822579957\n", + "cpd00084_c L-Cysteine 0.0 -0.0569540049395353\n", + "cpd00107_c L-Leucine 0.0 -0.347460404235438\n", + "cpd00119_c L-Histidine 0.0 -0.0819482085460939\n", + "cpd00129_c L-Proline 0.0 -0.161028229793075\n", + "cpd00132_c L-Asparagine 0.0 -0.14832625746843\n", + "cpd00156_c L-Valine 0.0 -0.307715523090583\n", + "cpd00161_c L-Threonine 0.0 -0.186841915485094\n", + "cpd00322_c L-Isoleucine 0.0 -0.27042908820211\n", + "cpd11416_c Biomass 1 1\n", + "cpd17041_c Protein biosynthesis -1 -1\n", + "cpd17042_c DNA replication -1 -1\n", + "cpd17043_c RNA transcription -1 -1\n", + "cpd00010_c CoA -0.005396459922290977 -0.00719527989638797\n", + "cpd11493_c ACP -0.005396459922290977 -0.00719527989638797\n", + "cpd00003_c NAD -0.005396459922290977 -0.00719527989638797\n", + "cpd00006_c NADP -0.005396459922290977 -0.00719527989638797\n", + "cpd00205_c K+ -0.005396459922290977 -0.00719527989638797\n", + "cpd00254_c Mg -0.005396459922290977 -0.00719527989638797\n", + "cpd10516_c fe3 -0.005396459922290977 -0.00719527989638797\n", + "cpd00063_c Ca2+ -0.005396459922290977 -0.00719527989638797\n", + "cpd00009_c Phosphate -0.005396459922290977 41.2498047201036\n", + "cpd00099_c Cl- -0.005396459922290977 -0.00719527989638797\n", + "cpd00149_c Co2+ -0.005396459922290977 -0.00719527989638797\n", + "cpd00058_c Cu2+ -0.005396459922290977 -0.00719527989638797\n", + "cpd00015_c FAD -0.005396459922290977 -0.00719527989638797\n", + "cpd10515_c Fe2+ -0.005396459922290977 -0.00719527989638797\n", + "cpd00030_c Mn2+ -0.005396459922290977 -0.00719527989638797\n", + "cpd00048_c Sulfate -0.005396459922290977 -0.00719527989638797\n", + "cpd00034_c Zn2+ -0.005396459922290977 -0.00719527989638797\n", + "cpd00016_c Pyridoxal phosphate -0.005396459922290977 -0.00719527989638797\n", + "cpd00220_c Riboflavin -0.005396459922290977 -0.00719527989638797\n", + "cpd00017_c S-Adenosyl-L-methionine -0.005396459922290977 -0.00719527989638797\n", + "cpd00201_c 10-Formyltetrahydrofolate -0.005396459922290977 -0.00719527989638797\n", + "cpd00087_c Tetrahydrofolate -0.005396459922290977 -0.00719527989638797\n", + "cpd00345_c 5-Methyltetrahydrofolate -0.005396459922290977 -0.00719527989638797\n", + "cpd00042_c GSH -0.005396459922290977 -0.00719527989638797\n", + "cpd00028_c Heme -0.005396459922290977 -0.00719527989638797\n", + "cpd00557_c Siroheme -0.005396459922290977 -0.00719527989638797\n", + "cpd00264_c Spermidine -0.005396459922290977 -0.00719527989638797\n", + "cpd00118_c Putrescine -0.005396459922290977 -0.00719527989638797\n", + "cpd00056_c TPP -0.005396459922290977 -0.00719527989638797\n", + "cpd15560_c Ubiquinone-8 -0.005396459922290977 -0.00719527989638797\n", + "cpd15352_c 2-Demethylmenaquinone 8 -0.005396459922290977 -0.00719527989638797\n", + "cpd15500_c Menaquinone 8 -0.005396459922290977 -0.00719527989638797\n", + "cpd00166_c Calomide -0.005396459922290977 -0.00719527989638797\n", + "cpd00104_c BIOT -0.005396459922290977 -0.00719527989638797\n", + "cpd00037_c UDP-N-acetylglucosamine -0.005396459922290977 -0.00719527989638797\n", + "cpd00050_c FMN -0.005396459922290977 -0.00719527989638797\n", + "cpd15793_c Stearoylcardiolipin (B. subtilis) -0.08372404554588077 -0.0251172136637642\n", + "cpd15540_c Phosphatidylglycerol dioctadecanoyl -0.08372404554588077 -0.0251172136637642\n", + "cpd15533_c phosphatidylethanolamine dioctadecanoyl -0.08372404554588077 -0.0251172136637642\n", + "cpd15748_c Stearoyllipoteichoic acid (n=24), linked, unsubstituted -0.0008110551146002304 -0.00309563020839783\n", + "cpd15757_c Stearoyllipoteichoic acid (n=24), linked, glucose substituted -0.0008110551146002304 -0.00309563020839783\n", + "cpd15766_c Stearoyllipoteichoic acid (n=24), linked, N-acetyl-D-glucosamine -0.0008110551146002304 -0.00309563020839783\n", + "cpd15775_c Stearoyllipoteichoic acid (n=24), linked, D-alanine substituted -0.0008110551146002304 -0.00309563020839783\n", + "cpd15667_c glycerol teichoic acid (n=45), linked, unsubstituted -0.0008110551146002304 -0.00309563020839783\n", + "cpd15668_c glycerol teichoic acid (n=45), linked, D-ala substituted -0.0008110551146002304 -0.00309563020839783\n", + "cpd15669_c glycerol teichoic acid (n=45), linked, glucose substituted -0.0008110551146002304 -0.00309563020839783\n", + "cpd11459_c tcam -0.0008110551146002304 -0.00309563020839783\n", + "cpd02229_c Bactoprenyl diphosphate -0.0008110551146002304 -0.00309563020839783\n", + "cpd15665_c Peptidoglycan polymer (n subunits) -0.0008110551146002304 -0.00309563020839783\n" + ] + } + ], + "source": [ + "compoundHash = {}\n", + "for c in includedComps:\n", + " coef = c.coefficient\n", + " clazz = c.component_class\n", + " z_coef = 0\n", + " if c.coefficient_type == 'MOLFRACTION':\n", + " z_coef = coef * classMol[clazz] * 1000;\n", + " elif c.coefficient_type == 'MOLSPLIT':\n", + " z_coef = coef * classMol[clazz] * classMolSplitFraction[clazz] * 1000 / classMolSplitCount[clazz]\n", + " error = z_coef - bio1[c.compound.id + '0']\n", + " #print(c.compound.id, c.compound.name, c.component_class, z_coef, bio1[c.compound.id + '0'])\n", + " elif c.coefficient_type == 'MULTIPLIER':\n", + " z_coef = coef * classHash[clazz]\n", + " elif c.coefficient_type == 'EXACT':\n", + " z_coef = coef\n", + " if c.compound.id not in compoundHash:\n", + " compoundHash[c.compound.id] = 0\n", + " compoundHash[c.compound.id] += z_coef\n", + "for k in compoundHash:\n", + " print(k, template.compcompounds.get_by_id(k).name, compoundHash[k], bio1[k + '0'])" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "id": "27690358-7bc3-471f-9051-8ebe3b6c367f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "rna 0.0655\n", + "dna 0.026\n", + "protein 0.5284\n", + "energy 41.257\n", + "other 0\n", + "cofactor 0.1\n", + "lipid 0.075\n", + "cellwall 0.25\n" + ] + }, + { + "data": { + "text/plain": [ + "42.3019" + ] + }, + "execution_count": 65, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "total = 0\n", + "for t in biomass_components:\n", + " total += biomass_components[t]['coefficient']\n", + " print(t, biomass_components[t]['coefficient'])\n", + "total" + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "id": "0214077f-fccf-41fa-8e89-f91626d83dbb", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cpd15748_c -1 MOLSPLIT cellwall 0.25\n", + "-0.00309563020839783\n", + "cpd15757_c -1 MOLSPLIT cellwall 0.25\n", + "-0.00309563020839783\n", + "cpd15766_c -1 MOLSPLIT cellwall 0.25\n", + "-0.00309563020839783\n", + "cpd15775_c -1 MOLSPLIT cellwall 0.25\n", + "-0.00309563020839783\n", + "cpd15667_c -1 MOLSPLIT cellwall 0.25\n", + "-0.00309563020839783\n", + "cpd15668_c -1 MOLSPLIT cellwall 0.25\n", + "-0.00309563020839783\n", + "cpd15669_c -1 MOLSPLIT cellwall 0.25\n", + "-0.00309563020839783\n", + "cpd11459_c -1 MOLSPLIT cellwall 0.25\n", + "-0.00309563020839783\n", + "cpd02229_c -1 MOLSPLIT cellwall 0.25\n", + "-0.00309563020839783\n", + "cpd15665_c -1 MOLSPLIT cellwall 0.25\n", + "-0.00309563020839783\n" + ] + } + ], + "source": [ + "for c in biomass_components['cellwall']['components']:\n", + " print(c.compound.id, c.coefficient, c.coefficient_type, c.component_class, biomass_components['cellwall']['coefficient'])\n", + " print(bio1[f'{c.compound.id}0'])" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "id": "68cfd2ac-1fdb-4e17-ac45-0357c3a236a0", + "metadata": {}, + "outputs": [], + "source": [ + "c = biomass_components['cellwall']['components'][0]" + ] + }, + { + "cell_type": "code", + "execution_count": 84, + "id": "5cafd1e1-7c1b-49af-a880-c8cffe0633b9", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-1 MOLSPLIT cellwall 0.25\n" + ] + } + ], + "source": [ + "print(c.coefficient, c.coefficient_type, c.component_class, biomass_components['cellwall']['coefficient'])" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "id": "c69839d3-4396-4d21-a485-c5594e9f68b3", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Metabolite identifiercpd15748_c
NameStearoyllipoteichoic acid (n=24), linked,...
Memory address0x07f09dabb6b80
FormulaC123H240O135P24
Compartmentc
In 5 reaction(s)\n", + " rxn10318_c, rxn10300_c, rxn10309_c, rxn10200_c, rxn10291_c
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 67, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "c.compound" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "623342a6-1c96-4469-9fe2-f171f3988b2f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 78, + "id": "cf515c48-44b1-4ee4-9178-d6946b612d26", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "-0.00309563020839783" + ] + }, + "execution_count": 78, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bio1[f'{c.compound.id}0']" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "id": "a04c20e1-1852-4fce-bb43-f42fba7f4d8a", + "metadata": {}, + "outputs": [], + "source": [ + "bio1 = dict(map(lambda x: (x[0].id, x[1]), model.reactions.bio1.metabolites.items()))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f4b836dc-56c2-4058-9220-c8d087fd17c0", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "eb33022d-6ff6-4582-892d-4d884a5aa67e", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Model Reconstruction/Classifier.ipynb b/examples/Model Reconstruction/Classifier.ipynb index b99656d3..d905f798 100644 --- a/examples/Model Reconstruction/Classifier.ipynb +++ b/examples/Model Reconstruction/Classifier.ipynb @@ -1,190 +1,198 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "472aa6e1-c9aa-4d43-914e-4f71d3e6161c", - "metadata": {}, - "outputs": [], - "source": [ - "import modelseedpy" - ] - }, - { - "cell_type": "markdown", - "id": "11c16251-0cdc-4cd8-a6be-1be80646677d", - "metadata": {}, - "source": [ - "#### Pull the genome classifier model" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "32587da5-317c-4a75-b3b1-c2467086a685", - "metadata": {}, - "outputs": [], - "source": [ - "from modelseedpy.helpers import get_classifier" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "00c68e84-def5-446b-8bfa-311909287eab", - "metadata": {}, - "outputs": [], - "source": [ - "classifier = get_classifier('knn_filter')" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "eaef7784-140a-4e11-970a-b29cf023f5c9", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "modelseedpy.core.msgenomeclassifier.MSGenomeClassifier" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "type(classifier)" - ] - }, - { - "cell_type": "markdown", - "id": "7e282aa9-f1b2-4a37-bf1e-25e29ef97480", - "metadata": {}, - "source": [ - "#### Get a Genome and Annotate with RAST\n", - "RAST annotation is essential since the classifier was trained with RAST annotated functions" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "f4127633-a524-446b-9e8f-983ccf367035", - "metadata": {}, - "outputs": [], - "source": [ - "# Load e. coli genome\n", - "genome = modelseedpy.MSGenome.from_fasta('GCF_000005845.2_ASM584v2_protein.faa', split=' ')" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "73e8708a-ff54-4a6b-b777-adccfecc0192", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[{'id': '23AFF380-F4F9-11EB-BBBA-BBE5BBF382BD',\n", - " 'parameters': ['-a',\n", - " '-g',\n", - " 200,\n", - " '-m',\n", - " 5,\n", - " '-d',\n", - " '/opt/patric-common/data/kmer_metadata_v2',\n", - " '-u',\n", - " 'http://pear.mcs.anl.gov:6100/query'],\n", - " 'hostname': 'pear',\n", - " 'tool_name': 'kmer_search',\n", - " 'execution_time': 1628063644.76991},\n", - " {'execution_time': 1628063644.90382,\n", - " 'tool_name': 'KmerAnnotationByFigfam',\n", - " 'hostname': 'pear',\n", - " 'id': '23C46324-F4F9-11EB-BBBA-BBE5BBF382BD',\n", - " 'parameters': ['annotate_hypothetical_only=1',\n", - " 'dataset_name=Release70',\n", - " 'kmer_size=8']},\n", - " {'parameters': [],\n", - " 'id': '23F64B78-F4F9-11EB-908D-F73BBDF382BD',\n", - " 'tool_name': 'annotate_proteins_similarity',\n", - " 'hostname': 'pear',\n", - " 'execute_time': 1628063645.23091}]" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "modelseedpy.RastClient().annotate_genome(genome)" - ] - }, - { - "cell_type": "markdown", - "id": "6aa0fe52-eb01-4bee-9fd1-c5125c1e5f5e", - "metadata": {}, - "source": [ - "#### Run classifier\n", - "- A: Archaea\n", - "- C: Cyanobacteria\n", - "- N: Gram Negative\n", - "- P: Gram Positive" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ab9ae991-c4d7-494d-8cd5-f6923c534c8a", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'N'" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "classifier.classify(genome)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ba6b6bf2-936b-4e84-a90f-117d2c294942", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{ + "cells": [ + { + "cell_type": "markdown", + "id": "e4d3a1ad-1f33-49b4-b0df-917f13f1f820", + "metadata": {}, + "source": [ + "# Genome Classifier " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "472aa6e1-c9aa-4d43-914e-4f71d3e6161c", + "metadata": {}, + "outputs": [], + "source": [ + "import modelseedpy" + ] + }, + { + "cell_type": "markdown", + "id": "11c16251-0cdc-4cd8-a6be-1be80646677d", + "metadata": {}, + "source": [ + "#### Pull the genome classifier model" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "32587da5-317c-4a75-b3b1-c2467086a685", + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy.helpers import get_classifier" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "00c68e84-def5-446b-8bfa-311909287eab", + "metadata": {}, + "outputs": [], + "source": [ + "classifier = get_classifier('knn_filter')" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "eaef7784-140a-4e11-970a-b29cf023f5c9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "modelseedpy.core.msgenomeclassifier.MSGenomeClassifier" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "type(classifier)" + ] + }, + { + "cell_type": "markdown", + "id": "7e282aa9-f1b2-4a37-bf1e-25e29ef97480", + "metadata": {}, + "source": [ + "#### Get a Genome and Annotate with RAST\n", + "RAST annotation is essential since the classifier was trained with RAST annotated functions" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "f4127633-a524-446b-9e8f-983ccf367035", + "metadata": {}, + "outputs": [], + "source": [ + "# Load e. coli genome\n", + "genome = modelseedpy.MSGenome.from_fasta('GCF_000005845.2_ASM584v2_protein.faa', split=' ')" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "73e8708a-ff54-4a6b-b777-adccfecc0192", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'id': '23AFF380-F4F9-11EB-BBBA-BBE5BBF382BD',\n", + " 'parameters': ['-a',\n", + " '-g',\n", + " 200,\n", + " '-m',\n", + " 5,\n", + " '-d',\n", + " '/opt/patric-common/data/kmer_metadata_v2',\n", + " '-u',\n", + " 'http://pear.mcs.anl.gov:6100/query'],\n", + " 'hostname': 'pear',\n", + " 'tool_name': 'kmer_search',\n", + " 'execution_time': 1628063644.76991},\n", + " {'execution_time': 1628063644.90382,\n", + " 'tool_name': 'KmerAnnotationByFigfam',\n", + " 'hostname': 'pear',\n", + " 'id': '23C46324-F4F9-11EB-BBBA-BBE5BBF382BD',\n", + " 'parameters': ['annotate_hypothetical_only=1',\n", + " 'dataset_name=Release70',\n", + " 'kmer_size=8']},\n", + " {'parameters': [],\n", + " 'id': '23F64B78-F4F9-11EB-908D-F73BBDF382BD',\n", + " 'tool_name': 'annotate_proteins_similarity',\n", + " 'hostname': 'pear',\n", + " 'execute_time': 1628063645.23091}]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "modelseedpy.RastClient().annotate_genome(genome)" + ] + }, + { + "cell_type": "markdown", + "id": "6aa0fe52-eb01-4bee-9fd1-c5125c1e5f5e", + "metadata": {}, + "source": [ + "#### Run classifier\n", + "- A: Archaea\n", + "- C: Cyanobacteria\n", + "- N: Gram Negative\n", + "- P: Gram Positive" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ab9ae991-c4d7-494d-8cd5-f6923c534c8a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'N'" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "classifier.classify(genome)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ba6b6bf2-936b-4e84-a90f-117d2c294942", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Model Reconstruction/Gapfilling.ipynb b/examples/Model Reconstruction/Gapfilling.ipynb index 88eadaa6..3fb47498 100644 --- a/examples/Model Reconstruction/Gapfilling.ipynb +++ b/examples/Model Reconstruction/Gapfilling.ipynb @@ -1,17933 +1,17869 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "import cobra\n", - "#If you have CPLEX, uncomment this\n", - "#import cplex\n", - "import cobrakbase\n", - "#import modelseedpy.fbapkg\n", - "from modelseedpy import GapfillingPkg, KBaseMediaPkg\n", - "from modelseedpy import FBAHelper, MSBuilder\n", - "kbase_api = cobrakbase.KBaseAPI()" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "model = kbase_api.get_from_ws(\"test_model\",18528)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "INFO:modelseedpy.core.msmodelutl:cpd00244 not found in model!\n" - ] - }, - { - "data": { - "text/html": [ - "

Objective

1.0 bio1 = 0.7997546667881398

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00009_e0EX_cpd00009_e00.993400.00%
cpd00013_e0EX_cpd00013_e06.09400.00%
cpd00027_e0EX_cpd00027_e056100.00%
cpd00030_e0EX_cpd00030_e00.0063500.00%
cpd00034_e0EX_cpd00034_e00.0063500.00%
cpd00048_e0EX_cpd00048_e00.174400.00%
cpd00058_e0EX_cpd00058_e00.0063500.00%
cpd00063_e0EX_cpd00063_e00.0063500.00%
cpd00067_e0EX_cpd00067_e061.4300.00%
cpd00099_e0EX_cpd00099_e00.0063500.00%
cpd00149_e0EX_cpd00149_e00.0063500.00%
cpd00205_e0EX_cpd00205_e00.0063500.00%
cpd00254_e0EX_cpd00254_e00.0063500.00%
cpd10516_e0EX_cpd10516_e00.025400.00%
cpd17041_c0rxn13782_c00.799800.00%
cpd17042_c0rxn13783_c00.799800.00%
cpd17043_c0rxn13784_c00.799800.00%

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0-81.9500.00%
cpd00007_e0EX_cpd00007_e0-2.86900.00%
cpd15378_e0EX_cpd15378_e0-0.00635718.92%
cpd03091_c0SK_cpd03091_c0-0.019051081.08%
cpd11416_c0SK_cpd11416_c0-0.799800.00%
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "template = kbase_api.get_from_ws(\"GramNegModelTemplateV3\",\"NewKBaseModelTemplates\")\n", - "media = kbase_api.get_from_ws(\"Carbon-D-Glucose\",\"KBaseMedia\")\n", - "model = MSBuilder.gapfill_model(model,\"bio1\",template,media)\n", - "\n", - "kmp = KBaseMediaPkg(model)\n", - "kmp.build_package(media)\n", - "sol=model.optimize()\n", - "model.summary()" - ] - }, - { - "cell_type": "code", - "execution_count": 85, - "metadata": {}, - "outputs": [], - "source": [ - "from modelseedpy.helpers import get_template\n", - "from modelseedpy.core.mstemplate import MSTemplateBuilder\n", - "template_core = get_template('template_core')\n", - "template_core = MSTemplateBuilder.from_dict(template_core).build()\n", - "template_gramneg = get_template('template_gram_neg')\n", - "compcompounds = []\n", - "for o in template_gramneg['compcompounds']:\n", - " a, b = o['id'].split('_')\n", - " if b not in ['c', 'e']:\n", - " #print(o)\n", - " pass\n", - " else:\n", - " compcompounds.append(o)\n", - "template_gramneg['compcompounds'] = compcompounds\n", - "template_gramneg = MSTemplateBuilder.from_dict(template_gramneg).build()" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [], - "source": [ - "for template_reaction in template.reactions:\n", - " template_reaction" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'rxn09295'" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "template_reaction.id.split(\"_\")[0]" - ] - }, - { - "cell_type": "code", - "execution_count": 76, - "metadata": {}, - "outputs": [], - "source": [ - "template_gramneg = get_template('template_gram_neg')" - ] - }, - { - "cell_type": "code", - "execution_count": 84, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 52, - "metadata": {}, - "outputs": [], - "source": [ - "from modelseedpy import MSBuilder\n", - "from cobra.core import Model, Reaction, Metabolite\n", - "def build_full_model(template, index='0'):\n", - " model = Model('modelo')\n", - " model.add_reactions([r.to_reaction(index=index) for r in template.reactions])\n", - " exchanges = MSBuilder.build_exchanges(model, 'e0')\n", - " #biomasses = MSBuilder.build_biomasses(model, template, '')\n", - " #print(exchanges)\n", - " bio_atp = Reaction('bio2', 'bio2', '', -10000, 10000)\n", - " bio_atp.add_metabolites({\n", - " model.metabolites.cpd00067_c0: 1,\n", - " model.metabolites.cpd00002_c0: -1,\n", - " model.metabolites.cpd00008_c0: 1,\n", - " model.metabolites.cpd00001_c0: -1,\n", - " model.metabolites.cpd00009_c0: 1,\n", - " })\n", - " model.add_reactions(exchanges)\n", - " model.add_reactions([bio_atp])\n", - " model.objective = 'bio2'\n", - " #model.add_reactions(biomasses)\n", - " return model\n", - "\n", - "model_core = build_full_model(template_core)\n", - "#model_gramneg = build_full_model(template_gramneg)" - ] - }, - { - "cell_type": "code", - "execution_count": 87, - "metadata": {}, - "outputs": [], - "source": [ - "def extend_model_with_template_metabolites(model, template, index='0'):\n", - " \"\"\"\n", - " Add all missing template compartment compounds to the model\n", - " :param template:\n", - " :param index:\n", - " :return:\n", - " \"\"\"\n", - " new_metabolites = {}\n", - " new_exchange = []\n", - " new_demand = []\n", - " for template_compound in template.compcompounds:\n", - " compartment = template_compound.compartment\n", - " compartment_index = \"0\" if compartment == 'e' else index\n", - " cobra_metabolite = GapfillingPkg.convert_template_compound(None, template_compound, compartment_index, template) # TODO: move function out\n", - " if cobra_metabolite.id not in model.metabolites and cobra_metabolite.id not in new_metabolites:\n", - " new_metabolites[cobra_metabolite.id] = cobra_metabolite\n", - " #self.model.add_metabolites([cobra_metabolite])\n", - " msid = FBAHelper.modelseed_id_from_cobra_metabolite(cobra_metabolite)\n", - " if msid in [\"cpd02701\", \"cpd11416\", \"cpd15302\"]:\n", - " if msid != \"cpd11416\" or cobra_metabolite.compartment == \"c0\":\n", - " new_demand.append(cobra_metabolite.id)\n", - " if compartment == \"e\":\n", - " new_exchange.append(cobra_metabolite.id)\n", - " # Adding all metabolites to model prior to adding reactions\n", - " #self.model.add_metabolites(new_metabolites.values())\n", - "\n", - " return new_exchange, new_demand, new_metabolites\n", - "new_exchange, new_demand, new_metabolites = extend_model_with_template_metabolites(model_core, template_gramneg)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 86, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'c', 'e'}" - ] - }, - "execution_count": 86, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 88, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'c0', 'e0'}" - ] - }, - "execution_count": 88, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "model_gramneg.medium = {\n", - " 'EX_cpd00001_e0': 1000,\n", - " 'EX_cpd00067_e0': 1000,\n", - " 'EX_cpd00009_e0': 1000,\n", - " 'EX_cpd00011_e0': 1000,\n", - " 'EX_cpd00029_e0': 3,\n", - "}" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 bio2 = 10.5

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00027_e0EX_cpd00027_e036100.00%

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00011_e0EX_cpd00011_e0-6133.33%
cpd00363_e0EX_cpd00363_e0-6266.67%
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model_core.medium = {\n", - " 'EX_cpd00001_e0': 1000,\n", - " 'EX_cpd00067_e0': 1000,\n", - " 'EX_cpd00009_e0': 1000,\n", - " 'EX_cpd00011_e0': 1000,\n", - " 'EX_cpd00027_e0': 3,\n", - "}\n", - "model_core.summary()" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "Optimal solution with objective value 10000.000
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
fluxesreduced_costs
rxn00594_c0.00.0
rxn01087_c0.00.0
rxn03234_c0.0-0.0
rxn01734_c0.00.0
rxn02282_c0.00.0
.........
EX_cpd00561_e-0.00.0
EX_cpd03453_e-0.00.0
EX_cpd18072_e-0.00.0
EX_cpd18074_e-0.00.0
bio210000.02.0
\n", - "

9983 rows × 2 columns

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" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model_gramneg.optimize()" - ] - }, - { - "cell_type": "code", - "execution_count": 89, - "metadata": {}, - "outputs": [], - "source": [ - "from modelseedpy import FBAHelper\n", - "from modelseedpy import GapfillingPkg\n", - "pkg_gf = GapfillingPkg(model_core)\n", - "pkg_gf.build(template_gramneg)" - ] - }, - { - "cell_type": "code", - "execution_count": 95, - "metadata": {}, - "outputs": [], - "source": [ - "model_core.medium = {\n", - " 'EX_cpd00001_e0': 1000,\n", - " 'EX_cpd00067_e0': 1000,\n", - " 'EX_cpd00009_e0': 1000,\n", - " 'EX_cpd00011_e0': 1000,\n", - " 'EX_cpd00029_e0': 3,\n", - "}\n", - "sol = model_core.optimize()" - ] - }, - { - "cell_type": "code", - "execution_count": 98, - "metadata": {}, - "outputs": [], - "source": [ - "for r in model_core.reactions:\n", - " r.lower_bound = -1000\n", - " r.upper_bound = 1000" - ] - }, - { - "cell_type": "code", - "execution_count": 103, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 bio2 = 0.01

Uptake

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MetaboliteReactionFluxC-NumberC-Flux

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
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fluxesreduced_costs
rxn01975_c01000.000000.0
rxn00265_c093.639490.0
rxn00549_c01000.00000-0.0
rxn01123_c01000.00000-0.0
rxn14427_c01000.00000-0.0
.........
EX_cpd00561_e0-0.000000.0
EX_cpd03453_e00.000000.0
DM_cpd11416_c0-0.000000.0
DM_cpd15302_c0-0.000000.0
DM_cpd02701_c0-0.000000.0
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" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 102, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "sol = model_core.optimize()\n", - "sol" - ] - }, - { - "cell_type": "code", - "execution_count": 100, - "metadata": {}, - "outputs": [], - "source": [ - "model_core.objective = 'bio2'" - ] - }, - { - "cell_type": "code", - "execution_count": 48, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "9975" - ] - }, - "execution_count": 48, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "len(model_core.reactions)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 51, - "metadata": { - "collapsed": true, - "jupyter": { - "outputs_hidden": true - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "rxn00594_c0 {'forward': 4, 'added': 1}\n", - "rxn01087_c0 {'forward': 4, 'added': 1}\n", - "rxn03234_c0 {'reverse': 5, 'forward': 5, 'added': 1}\n", - "rxn01734_c0 {'reverse': 4, 'forward': 4, 'added': 1}\n", - 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Metabolite identifiercpd00006_0
NameNADP
Memory address0x07f5224dfb2b0
FormulaC21H25N7O17P3
Compartment0
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"cpd31520_c0\n", - "cpd22028_c0\n", - "cpd21119_c0\n", - "cpd27742_c0\n", - "cpd28067_c0\n", - "cpd24376_c0\n", - "cpd27506_c0\n", - "cpd27090_c0\n", - "cpd26630_c0\n", - "cpd22312_c0\n", - "cpd21167_c0\n", - "cpd12810_c0\n", - "cpd12809_c0\n", - "cpd00003_p0\n", - "cpd00161_p0\n", - "cpd00004_p0\n", - "cpd00067_p0\n", - "cpd02211_p0\n", - "cpd27757_c0\n", - "cpd28082_c0\n", - "cpd26754_c0\n", - "cpd27517_c0\n", - "cpd20060_c0\n", - "cpd20061_c0\n", - "cpd00006_0\n" - ] - }, - { - "ename": "TypeError", - "evalue": "unhashable type: 'slice'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 10\u001b[0m \u001b[0mindex_hash\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mm\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 11\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 12\u001b[0;31m \u001b[0mindex_hash\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"none\"\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 13\u001b[0m \u001b[0;31m# Iterating over all indecies with more than 10 intracellular compounds:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mTypeError\u001b[0m: unhashable type: 'slice'" - ] - } - ], - "source": [ - "import re\n", - "index_hash = {\"none\": 0}\n", - "for metabolite in model_core.metabolites:\n", - " print(metabolite.id)\n", - " if re.search('_[a-z]\\d+$', metabolite.id) is not None:\n", - " m = re.search('_([a-z])(\\d+)$', metabolite.id)\n", - " if m[1] != \"e\":\n", - " if m[2] not in index_hash:\n", - " index_hash[m[2]] = 0\n", - " index_hash[m[2]] += 1\n", - " else:\n", - " index_hash[\"none\":0]\n", - " # Iterating over all indecies with more than 10 intracellular compounds:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Gapfilling a metabolic model" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import cobra\n", + "#If you have CPLEX, uncomment this\n", + "#import cplex\n", + "import cobrakbase\n", + "#import modelseedpy.fbapkg\n", + "from modelseedpy import GapfillingPkg, KBaseMediaPkg\n", + "from modelseedpy import FBAHelper, MSBuilder\n", + "kbase_api = cobrakbase.KBaseAPI()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "model = kbase_api.get_from_ws(\"test_model\",18528)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO:modelseedpy.core.msmodelutl:cpd00244 not found in model!\n" + ] + }, + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 0.7997546667881398

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd00009_e0EX_cpd00009_e00.993400.00%
cpd00013_e0EX_cpd00013_e06.09400.00%
cpd00027_e0EX_cpd00027_e056100.00%
cpd00030_e0EX_cpd00030_e00.0063500.00%
cpd00034_e0EX_cpd00034_e00.0063500.00%
cpd00048_e0EX_cpd00048_e00.174400.00%
cpd00058_e0EX_cpd00058_e00.0063500.00%
cpd00063_e0EX_cpd00063_e00.0063500.00%
cpd00067_e0EX_cpd00067_e061.4300.00%
cpd00099_e0EX_cpd00099_e00.0063500.00%
cpd00149_e0EX_cpd00149_e00.0063500.00%
cpd00205_e0EX_cpd00205_e00.0063500.00%
cpd00254_e0EX_cpd00254_e00.0063500.00%
cpd10516_e0EX_cpd10516_e00.025400.00%
cpd17041_c0rxn13782_c00.799800.00%
cpd17042_c0rxn13783_c00.799800.00%
cpd17043_c0rxn13784_c00.799800.00%

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0-81.9500.00%
cpd00007_e0EX_cpd00007_e0-2.86900.00%
cpd15378_e0EX_cpd15378_e0-0.00635718.92%
cpd03091_c0SK_cpd03091_c0-0.019051081.08%
cpd11416_c0SK_cpd11416_c0-0.799800.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "template = kbase_api.get_from_ws(\"GramNegModelTemplateV3\",\"NewKBaseModelTemplates\")\n", + "media = kbase_api.get_from_ws(\"Carbon-D-Glucose\",\"KBaseMedia\")\n", + "model = MSBuilder.gapfill_model(model,\"bio1\",template,media)\n", + "\n", + "kmp = KBaseMediaPkg(model)\n", + "kmp.build_package(media)\n", + "sol=model.optimize()\n", + "model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 85, + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy.helpers import get_template\n", + "from modelseedpy.core.mstemplate import MSTemplateBuilder\n", + "template_core = get_template('template_core')\n", + "template_core = MSTemplateBuilder.from_dict(template_core).build()\n", + "template_gramneg = get_template('template_gram_neg')\n", + "compcompounds = []\n", + "for o in template_gramneg['compcompounds']:\n", + " a, b = o['id'].split('_')\n", + " if b not in ['c', 'e']:\n", + " #print(o)\n", + " pass\n", + " else:\n", + " compcompounds.append(o)\n", + "template_gramneg['compcompounds'] = compcompounds\n", + "template_gramneg = MSTemplateBuilder.from_dict(template_gramneg).build()" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "for template_reaction in template.reactions:\n", + " template_reaction" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'rxn09295'" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "template_reaction.id.split(\"_\")[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": {}, + "outputs": [], + "source": [ + "template_gramneg = get_template('template_gram_neg')" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy import MSBuilder\n", + "from cobra.core import Model, Reaction, Metabolite\n", + "def build_full_model(template, index='0'):\n", + " model = Model('modelo')\n", + " model.add_reactions([r.to_reaction(index=index) for r in template.reactions])\n", + " exchanges = MSBuilder.build_exchanges(model, 'e0')\n", + " #biomasses = MSBuilder.build_biomasses(model, template, '')\n", + " #print(exchanges)\n", + " bio_atp = Reaction('bio2', 'bio2', '', -10000, 10000)\n", + " bio_atp.add_metabolites({\n", + " model.metabolites.cpd00067_c0: 1,\n", + " model.metabolites.cpd00002_c0: -1,\n", + " model.metabolites.cpd00008_c0: 1,\n", + " model.metabolites.cpd00001_c0: -1,\n", + " model.metabolites.cpd00009_c0: 1,\n", + " })\n", + " model.add_reactions(exchanges)\n", + " model.add_reactions([bio_atp])\n", + " model.objective = 'bio2'\n", + " #model.add_reactions(biomasses)\n", + " return model\n", + "\n", + "model_core = build_full_model(template_core)\n", + "#model_gramneg = build_full_model(template_gramneg)" + ] + }, + { + "cell_type": "code", + "execution_count": 87, + "metadata": {}, + "outputs": [], + "source": [ + "def extend_model_with_template_metabolites(model, template, index='0'):\n", + " \"\"\"\n", + " Add all missing template compartment compounds to the model\n", + " :param template:\n", + " :param index:\n", + " :return:\n", + " \"\"\"\n", + " new_metabolites = {}\n", + " new_exchange = []\n", + " new_demand = []\n", + " for template_compound in template.compcompounds:\n", + " compartment = template_compound.compartment\n", + " compartment_index = \"0\" if compartment == 'e' else index\n", + " cobra_metabolite = GapfillingPkg.convert_template_compound(None, template_compound, compartment_index, template) # TODO: move function out\n", + " if cobra_metabolite.id not in model.metabolites and cobra_metabolite.id not in new_metabolites:\n", + " new_metabolites[cobra_metabolite.id] = cobra_metabolite\n", + " #self.model.add_metabolites([cobra_metabolite])\n", + " msid = FBAHelper.modelseed_id_from_cobra_metabolite(cobra_metabolite)\n", + " if msid in [\"cpd02701\", \"cpd11416\", \"cpd15302\"]:\n", + " if msid != \"cpd11416\" or cobra_metabolite.compartment == \"c0\":\n", + " new_demand.append(cobra_metabolite.id)\n", + " if compartment == \"e\":\n", + " new_exchange.append(cobra_metabolite.id)\n", + " # Adding all metabolites to model prior to adding reactions\n", + " #self.model.add_metabolites(new_metabolites.values())\n", + "\n", + " return new_exchange, new_demand, new_metabolites\n", + "new_exchange, new_demand, new_metabolites = extend_model_with_template_metabolites(model_core, template_gramneg)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "model_gramneg.medium = {\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00029_e0': 3,\n", + "}" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 bio2 = 10.5

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd00027_e0EX_cpd00027_e036100.00%

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
cpd00011_e0EX_cpd00011_e0-6133.33%
cpd00363_e0EX_cpd00363_e0-6266.67%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_core.medium = {\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00027_e0': 3,\n", + "}\n", + "model_core.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "Optimal solution with objective value 10000.000
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
fluxesreduced_costs
rxn00594_c0.00.0
rxn01087_c0.00.0
rxn03234_c0.0-0.0
rxn01734_c0.00.0
rxn02282_c0.00.0
.........
EX_cpd00561_e-0.00.0
EX_cpd03453_e-0.00.0
EX_cpd18072_e-0.00.0
EX_cpd18074_e-0.00.0
bio210000.02.0
\n", + "

9983 rows × 2 columns

\n", + "
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model_gramneg.optimize()" + ] + }, + { + "cell_type": "code", + "execution_count": 89, + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy import FBAHelper\n", + "from modelseedpy import GapfillingPkg\n", + "pkg_gf = GapfillingPkg(model_core)\n", + "pkg_gf.build(template_gramneg)" + ] + }, + { + "cell_type": "code", + "execution_count": 95, + "metadata": {}, + "outputs": [], + "source": [ + "model_core.medium = {\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + " 'EX_cpd00011_e0': 1000,\n", + " 'EX_cpd00029_e0': 3,\n", + "}\n", + "sol = model_core.optimize()" + ] + }, + { + "cell_type": "code", + "execution_count": 98, + "metadata": {}, + "outputs": [], + "source": [ + "for r in model_core.reactions:\n", + " r.lower_bound = -1000\n", + " r.upper_bound = 1000" + ] + }, + { + "cell_type": "code", + "execution_count": 103, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 bio2 = 0.01

Uptake

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MetaboliteReactionFluxC-NumberC-Flux

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
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.........
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Metabolite identifiercpd00006_0
NameNADP
Memory address0x07f5224dfb2b0
FormulaC21H25N7O17P3
Compartment0
In 0 reaction(s)\n", + "
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"cpd00006_0\n" + ] + }, + { + "ename": "TypeError", + "evalue": "unhashable type: 'slice'", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 10\u001b[0m \u001b[0mindex_hash\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mm\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 11\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 12\u001b[0;31m \u001b[0mindex_hash\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"none\"\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 13\u001b[0m \u001b[0;31m# Iterating over all indecies with more than 10 intracellular compounds:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mTypeError\u001b[0m: unhashable type: 'slice'" + ] + } + ], + "source": [ + "import re\n", + "index_hash = {\"none\": 0}\n", + "for metabolite in model_core.metabolites:\n", + " print(metabolite.id)\n", + " if re.search('_[a-z]\\d+$', metabolite.id) is not None:\n", + " m = re.search('_([a-z])(\\d+)$', metabolite.id)\n", + " if m[1] != \"e\":\n", + " if m[2] not in index_hash:\n", + " index_hash[m[2]] = 0\n", + " index_hash[m[2]] += 1\n", + " else:\n", + " index_hash[\"none\":0]\n", + " # Iterating over all indecies with more than 10 intracellular compounds:" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Model Reconstruction/Genomes.ipynb b/examples/Model Reconstruction/Genomes.ipynb index 8ea82ef4..79f5bab0 100644 --- a/examples/Model Reconstruction/Genomes.ipynb +++ b/examples/Model Reconstruction/Genomes.ipynb @@ -1,329 +1,384 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": { - "tags": [] - }, - "source": [ - "### Genomes\n", - "\n", - "ModelSEEDpy provides its own genome object type `modelseedpy.core.msgenome.MSGenome` to manipulate genomes" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import modelseedpy\n", - "from modelseedpy.core.msgenome import MSGenome" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "jp-MarkdownHeadingCollapsed": true, - "tags": [] - }, - "source": [ - "#### Reading faa file\n", - "\n", - "To load a genome we can read a `.faa` file that contains protein sequences" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "genome = MSGenome.from_fasta('GCF_000005845.2_ASM584v2_protein.faa', split=' ')" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "genome" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "jp-MarkdownHeadingCollapsed": true, - "tags": [] - }, - "source": [ - "#### Manipulating genes\n", - "\n", - "Each gene is stored as a `modelseedpy.core.msgenome.MSFeature` in the `.features` of type `cobra.core.dictlist.DictList` similiar to the cobrapy `.reactions` and `.metabolites` in the `cobra.core.Model`" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "4285" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "len(genome.features)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "gene = genome.features.get_by_id('NP_414542.1')\n", - "gene" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "modelseedpy.core.msgenome.MSFeature" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "type(gene)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "##### Gene annotation\n", - "Annotation is store as an **ontology term**. When loading from a `.faa` file no ontology term is present but we can add them later." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{}" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "gene.ontology_terms" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'thr operon leader peptide [Escherichia coli str. K-12 substr. MG1655]'" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "gene.description" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'annotation': ['thr operon leader peptide [Escherichia coli str. K-12 substr. MG1655]']}" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "gene.add_ontology_term('annotation', gene.description)\n", - "gene.ontology_terms" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "jp-MarkdownHeadingCollapsed": true, - "tags": [] - }, - "source": [ - "#### RAST\n", - "It is possible to annotate genomes with RAST by calling the `RastClient`" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [], - "source": [ - "from modelseedpy.core.rast_client import RastClient\n", - "rast = RastClient()" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[{'id': 'C54F08A4-CDB3-11ED-A7E9-CAF09D6086F0',\n", - " 'parameters': ['-a',\n", - " '-g',\n", - " 200,\n", - " '-m',\n", - " 5,\n", - " '-d',\n", - " '/opt/patric-common/data/kmer_metadata_v2',\n", - " '-u',\n", - " 'http://pear.mcs.anl.gov:6100/query'],\n", - " 'hostname': 'pear',\n", - " 'tool_name': 'kmer_search',\n", - " 'execution_time': 1680040751.14837},\n", - " {'id': 'C5638324-CDB3-11ED-A7E9-CAF09D6086F0',\n", - " 'parameters': ['annotate_hypothetical_only=1',\n", - " 'dataset_name=Release70',\n", - " 'kmer_size=8'],\n", - " 'tool_name': 'KmerAnnotationByFigfam',\n", - " 'hostname': 'pear',\n", - " 'execution_time': 1680040751.28257},\n", - " {'parameters': [],\n", - " 'id': 'C5944E1E-CDB3-11ED-8217-51F29F6086F0',\n", - " 'execute_time': 1680040751.60236,\n", - " 'tool_name': 'annotate_proteins_similarity',\n", - " 'hostname': 'pear'}]" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rast.annotate_genome(genome)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "RAST annotation is stored in the ontology term **RAST** and this is used as default to build metabolic models with the ModelSEED templates" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'annotation': ['thr operon leader peptide [Escherichia coli str. K-12 substr. MG1655]'],\n", - " 'RAST': ['Thr operon leader peptide']}" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "gene.ontology_terms" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "tags": [] + }, + "source": [ + "### Genomes\n", + "\n", + "ModelSEEDpy provides its own genome object type `modelseedpy.core.msgenome.MSGenome` to manipulate genomes" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import modelseedpy\n", + "from modelseedpy.core.msgenome import MSGenome" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, + "source": [ + "#### Reading faa file\n", + "\n", + "To load a genome we can read a `.faa` file that contains protein sequences" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "genome = MSGenome.from_fasta('GCF_000005845.2_ASM584v2_protein.faa', split=' ')" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "genome = MSGenome.from_fasta('GCF_000005845.2.faa', split=' ')" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of features: 3\n" + ] + } + ], + "source": [ + "print('Number of features:', len(genome.features))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "for f in genome.features:\n", + " print(f.id, len(f.seq), f.description)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "genome" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, + "source": [ + "#### Manipulating genes\n", + "\n", + "Each gene is stored as a `modelseedpy.core.msgenome.MSFeature` in the `.features` of type `cobra.core.dictlist.DictList` similiar to the cobrapy `.reactions` and `.metabolites` in the `cobra.core.Model`" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4285" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(genome.features)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gene = genome.features.get_by_id('NP_414542.1')\n", + "gene" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "modelseedpy.core.msgenome.MSFeature" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "type(gene)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### Gene annotation\n", + "Annotation is store as an **ontology term**. When loading from a `.faa` file no ontology term is present but we can add them later." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{}" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gene.ontology_terms" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'thr operon leader peptide [Escherichia coli str. K-12 substr. MG1655]'" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gene.description" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'annotation': ['thr operon leader peptide [Escherichia coli str. K-12 substr. MG1655]']}" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gene.add_ontology_term('annotation', gene.description)\n", + "gene.ontology_terms" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, + "source": [ + "#### RAST\n", + "It is possible to annotate genomes with RAST by calling the `RastClient`" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy.core.rast_client import RastClient\n", + "rast = RastClient()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'id': 'C54F08A4-CDB3-11ED-A7E9-CAF09D6086F0',\n", + " 'parameters': ['-a',\n", + " '-g',\n", + " 200,\n", + " '-m',\n", + " 5,\n", + " '-d',\n", + " '/opt/patric-common/data/kmer_metadata_v2',\n", + " '-u',\n", + " 'http://pear.mcs.anl.gov:6100/query'],\n", + " 'hostname': 'pear',\n", + " 'tool_name': 'kmer_search',\n", + " 'execution_time': 1680040751.14837},\n", + " {'id': 'C5638324-CDB3-11ED-A7E9-CAF09D6086F0',\n", + " 'parameters': ['annotate_hypothetical_only=1',\n", + " 'dataset_name=Release70',\n", + " 'kmer_size=8'],\n", + " 'tool_name': 'KmerAnnotationByFigfam',\n", + " 'hostname': 'pear',\n", + " 'execution_time': 1680040751.28257},\n", + " {'parameters': [],\n", + " 'id': 'C5944E1E-CDB3-11ED-8217-51F29F6086F0',\n", + " 'execute_time': 1680040751.60236,\n", + " 'tool_name': 'annotate_proteins_similarity',\n", + " 'hostname': 'pear'}]" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rast.annotate_genome(genome)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "RAST annotation is stored in the ontology term **RAST** and this is used as default to build metabolic models with the ModelSEED templates" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "#genome, res = rast.annotate_genome_from_fasta('GCF_000005845.2_ASM584v2_protein.faa', split=' ')\n", + "#res" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "feature = genome.features.get_by_id('YP_588478.1')" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'annotation': ['thr operon leader peptide [Escherichia coli str. K-12 substr. MG1655]'],\n", + " 'RAST': ['Thr operon leader peptide']}" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gene.ontology_terms" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Model Reconstruction/Index.ipynb b/examples/Model Reconstruction/Index.ipynb index 5c8fc419..f8e8fd14 100644 --- a/examples/Model Reconstruction/Index.ipynb +++ b/examples/Model Reconstruction/Index.ipynb @@ -58,7 +58,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -72,7 +72,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" + "version": "3.11.0" } }, "nbformat": 4, diff --git a/examples/Model Reconstruction/add_ms_reaction.ipynb b/examples/Model Reconstruction/add_ms_reaction.ipynb index 560595aa..6b2d3d0c 100644 --- a/examples/Model Reconstruction/add_ms_reaction.ipynb +++ b/examples/Model Reconstruction/add_ms_reaction.ipynb @@ -1,204 +1,155 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Add a single reaction" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Forward reaction" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Attempt 1:\n", - "ERROR: The modelseed reaction rxn00002 is absent from the model.\n", - "\n", - "Attempt 2:\n", - "rxn00002: cpd00001 + 3.0 cpd00067 + cpd00742 --> 2.0 cpd00011 + 2.0 cpd00013\n" - ] - } - ], - "source": [ - "import modelseedpy\n", - "from modelseedpy.biochem import from_local\n", - "import cobra\n", - "import sys\n", - "\n", - "# locally importing the ModelSEEDpy editor API\n", - "sys.path.insert(1, 'C:\\\\Users\\\\Andrew Freiburger\\\\Dropbox\\\\My PC (DESKTOP-M302P50)\\\\Documents\\\\UVic Civil Engineering\\\\Internships\\\\Agronne\\\\ModelSEEDpy\\\\modelseedpy\\\\core')\n", - "import mseditorapi\n", - "\n", - "# locally import a BiGG model and the ModelSEEDpy\n", - "bigg_model_path = '.\\e_coli_core metabolism from BiGG.json'\n", - "model = cobra.io.load_json_model(bigg_model_path)\n", - "modelseed_path = '..\\..\\..\\..\\..\\..\\Biofilm growth code\\GSWL code\\ModelSEEDDatabase'\n", - "modelseed = modelseedpy.biochem.from_local(modelseed_path)\n", - "\n", - "# demonstrating the addition of the reaction to the model \n", - "example_reaction = 'rxn00002'\n", - "\n", - "print('Attempt 1:')\n", - "try:\n", - " print(model.reactions.get_by_id(example_reaction))\n", - "except:\n", - " print('ERROR: The modelseed reaction {} is absent from the model.'.format(example_reaction))\n", - " \n", - "mseditorapi.MSEditorAPI.add_ms_reaction(model, rxn_id = example_reaction, modelseed = modelseed, compartment_equivalents = {'0':'c0', '1':'e0'}, direction = 'forward')\n", - "\n", - "print('\\nAttempt 2:')\n", - "try:\n", - " print(model.reactions.get_by_id(example_reaction))\n", - "except:\n", - " print('ERROR: The modelseed reaction {} is absent from the model.'.format(example_reaction))\n", - "\n", - "# remove the reaction from the model\n", - "model.reactions.get_by_id(example_reaction).remove_from_model()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Backward and reversible reactions" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The directionality of the modelseed reaction may be either < forward >, < backward >, or < reversible >. " - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Backward reaction:\n", - "rxn00002: cpd00001 + 3.0 cpd00067 + cpd00742 <-- 2.0 cpd00011 + 2.0 cpd00013\n", - "\n", - "Reversible reaction:\n", - "rxn00002: cpd00001 + 3.0 cpd00067 + cpd00742 <=> 2.0 cpd00011 + 2.0 cpd00013\n" - ] - } - ], - "source": [ - "# add a backward reaction \n", - "print('Backward reaction:')\n", - "mseditorapi.MSEditorAPI.add_ms_reaction(model, rxn_id = example_reaction, modelseed = modelseed, compartment_equivalents = {'0':'c0', '1':'e0'}, direction = 'backward')\n", - "\n", - "try:\n", - " print(model.reactions.get_by_id(example_reaction))\n", - "except:\n", - " print('ERROR: The modelseed reaction {} is absent from the model.'.format(example_reaction))\n", - " \n", - "model.reactions.get_by_id(example_reaction).remove_from_model()\n", - "\n", - "# add a reversible reaction \n", - "print('\\nReversible reaction:')\n", - "mseditorapi.MSEditorAPI.add_ms_reaction(model, rxn_id = example_reaction, modelseed = modelseed, compartment_equivalents = {'0':'c0', '1':'e0'}, direction = 'reversible')\n", - "\n", - "try:\n", - " print(model.reactions.get_by_id(example_reaction))\n", - "except:\n", - " print('ERROR: The modelseed reaction {} is absent from the model.'.format(example_reaction))\n", - " \n", - "model.reactions.get_by_id(example_reaction).remove_from_model()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Error catching" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The code will catch malformed directionality arguments and work to acquire an acceptable value." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "ERROR: The 'direction' argument is not among the accepted forward, backward, and reversible values.\n", - "What is the direction of the reaction?backward\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Ignoring reaction 'rxn00002' since it already exists.\n", - "Ignoring reaction 'rxn00002' since it already exists.\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "rxn00002: cpd00001 + 3.0 cpd00067 + cpd00742 <-- 2.0 cpd00011 + 2.0 cpd00013\n" - ] - } - ], - "source": [ - "# pass an inacceptable reaction direction\n", - "mseditorapi.MSEditorAPI.add_ms_reaction(model, rxn_id = example_reaction, modelseed = modelseed, compartment_equivalents = {'0':'c0', '1':'e0'}, direction = 'reverse')\n", - "\n", - "# the reaction is accepted after interactive correction\n", - "try:\n", - " print(model.reactions.get_by_id(example_reaction))\n", - "except:\n", - " print('ERROR: The modelseed reaction {} is absent from the model.'.format(example_reaction))\n", - " \n", - "model.reactions.get_by_id(example_reaction).remove_from_model()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.4" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Edit Model" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Add a single reaction" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Forward reaction" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Attempt 1:\n", + "ERROR: The modelseed reaction rxn00002 is absent from the model.\n", + "\n", + "Attempt 2:\n", + "rxn00002: cpd00001 + 3.0 cpd00067 + cpd00742 --> 2.0 cpd00011 + 2.0 cpd00013\n" + ] + } + ], + "source": [ + "import modelseedpy\n", + "from modelseedpy.biochem import from_local\n", + "import cobra\n", + "import sys\n", + "\n", + "# locally importing the ModelSEEDpy editor API\n", + "sys.path.insert(1, 'C:\\\\Users\\\\Andrew Freiburger\\\\Dropbox\\\\My PC (DESKTOP-M302P50)\\\\Documents\\\\UVic Civil Engineering\\\\Internships\\\\Agronne\\\\ModelSEEDpy\\\\modelseedpy\\\\core')\n", + "import mseditorapi\n", + "\n", + "# locally import a BiGG model and the ModelSEEDpy\n", + "bigg_model_path = '.\\e_coli_core metabolism from BiGG.json'\n", + "model = cobra.io.load_json_model(bigg_model_path)\n", + "modelseed_path = '..\\..\\..\\..\\..\\..\\Biofilm growth code\\GSWL code\\ModelSEEDDatabase'\n", + "modelseed = modelseedpy.biochem.from_local(modelseed_path)\n", + "\n", + "# demonstrating the addition of the reaction to the model \n", + "example_reaction = 'rxn00002'\n", + "\n", + "print('Attempt 1:')\n", + "try:\n", + " print(model.reactions.get_by_id(example_reaction))\n", + "except:\n", + " print('ERROR: The modelseed reaction {} is absent from the model.'.format(example_reaction))\n", + " \n", + "mseditorapi.MSEditorAPI.add_ms_reaction(model, rxn_id = example_reaction, modelseed = modelseed, compartment_equivalents = {'0':'c0', '1':'e0'}, direction = '>')\n", + "\n", + "print('\\nAttempt 2:')\n", + "try:\n", + " print(model.reactions.get_by_id(example_reaction))\n", + "except:\n", + " print('ERROR: The modelseed reaction {} is absent from the model.'.format(example_reaction))\n", + "\n", + "# remove the reaction from the model\n", + "model.reactions.get_by_id(example_reaction).remove_from_model()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Backward and reversible reactions" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The directionality of the modelseed reaction may be either ``>``, ``<``, or ``=``. " + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Backward reaction:\n", + "rxn00002: cpd00001 + 3.0 cpd00067 + cpd00742 <-- 2.0 cpd00011 + 2.0 cpd00013\n", + "\n", + "Reversible reaction:\n", + "rxn00002: cpd00001 + 3.0 cpd00067 + cpd00742 <=> 2.0 cpd00011 + 2.0 cpd00013\n" + ] + } + ], + "source": [ + "# add a backward reaction \n", + "print('Backward reaction:')\n", + "mseditorapi.MSEditorAPI.add_ms_reaction(model, rxn_id = example_reaction, modelseed = modelseed, compartment_equivalents = {'0':'c0', '1':'e0'}, direction = '<')\n", + "\n", + "try:\n", + " print(model.reactions.get_by_id(example_reaction))\n", + "except:\n", + " print('ERROR: The modelseed reaction {} is absent from the model.'.format(example_reaction))\n", + " \n", + "model.reactions.get_by_id(example_reaction).remove_from_model()\n", + "\n", + "# add a reversible reaction \n", + "print('\\nReversible reaction:')\n", + "mseditorapi.MSEditorAPI.add_ms_reaction(model, rxn_id = example_reaction, modelseed = modelseed, compartment_equivalents = {'0':'c0', '1':'e0'}, direction = '=')\n", + "\n", + "try:\n", + " print(model.reactions.get_by_id(example_reaction))\n", + "except:\n", + " print('ERROR: The modelseed reaction {} is absent from the model.'.format(example_reaction))\n", + " \n", + "model.reactions.get_by_id(example_reaction).remove_from_model()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Model Reconstruction/build_metabolic_model.ipynb b/examples/Model Reconstruction/build_metabolic_model.ipynb index ea2e8d41..c1b6d744 100644 --- a/examples/Model Reconstruction/build_metabolic_model.ipynb +++ b/examples/Model Reconstruction/build_metabolic_model.ipynb @@ -1,1712 +1,1292 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Build Metabolic Model from Genome .faa file" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* MSGenome: to read a faa file\n", - "* MSBuilder: to build metabolic model from the genome" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "from modelseedpy import MSBuilder, MSGenome" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "genome = MSGenome.from_fasta('GCF_000005845.2_ASM584v2_protein.faa', split=' ')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "`MSBuilder.build_metabolic_model` default parameters runs RAST, ML prediction to select template (gram neg, gram pos, cyano [not implemented], archaea [not implemented]), builds draft model and gapfills with complete media" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "ename": "TypeError", - "evalue": "type object argument after ** must be a mapping, not str", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m/tmp/ipykernel_3118582/859642788.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mmodelseedpy\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mRastClient\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0mrast\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mRastClient\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0mrast\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mannotate_genome\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mgenome\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;32m~/.local/lib/python3.8/site-packages/modelseedpy/core/rast_client.py\u001b[0m in \u001b[0;36mannotate_genome\u001b[0;34m(self, genome)\u001b[0m\n\u001b[1;32m 68\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mseq\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mseq\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m>\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 69\u001b[0m \u001b[0mp_features\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m{\u001b[0m\u001b[0;34m\"id\"\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mid\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"protein_translation\"\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mseq\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 70\u001b[0;31m \u001b[0mres\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mp_features\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 71\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 72\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mo\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mres\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"features\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/.local/lib/python3.8/site-packages/modelseedpy/core/rast_client.py\u001b[0m in \u001b[0;36mf\u001b[0;34m(self, p_features)\u001b[0m\n\u001b[1;32m 91\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mp_features\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 92\u001b[0m \u001b[0mparams\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m{\u001b[0m\u001b[0;34m\"features\"\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mp_features\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m{\u001b[0m\u001b[0;34m\"stages\"\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstages\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 93\u001b[0;31m \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrpc_client\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcall\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"GenomeAnnotation.run_pipeline\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 94\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mresult\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/.local/lib/python3.8/site-packages/modelseedpy/core/rpcclient.py\u001b[0m in \u001b[0;36mcall\u001b[0;34m(self, method, params, token)\u001b[0m\n\u001b[1;32m 73\u001b[0m \u001b[0merr\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mret\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjson\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 74\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;34m\"error\"\u001b[0m \u001b[0;32min\u001b[0m \u001b[0merr\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 75\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mServerError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m**\u001b[0m\u001b[0merr\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"error\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 76\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 77\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mServerError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Unknown\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mret\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtext\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mTypeError\u001b[0m: type object argument after ** must be a mapping, not str" - ] - } - ], - "source": [ - "from modelseedpy import RastClient\n", - "rast = RastClient()\n", - "rast.annotate_genome(genome)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/fliu/.local/lib/python3.8/site-packages/cobra/io/dict.py:89: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.\n", - "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", - " if isinstance(value, np.float):\n", - "/home/fliu/.local/lib/python3.8/site-packages/cobra/io/dict.py:91: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here.\n", - "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", - " if isinstance(value, np.bool):\n" - ] - } - ], - "source": [ - "model = MSBuilder.build_metabolic_model('ecoli', genome, classic_biomass=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 bio1 = 141.02637369025626

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd00007_e0EX_cpd00007_e0244.300.00%
cpd00024_e0EX_cpd00024_e083.0752.58%
cpd00028_e0EX_cpd00028_e00.3955340.08%
cpd00030_e0EX_cpd00030_e00.395500.00%
cpd00033_e0EX_cpd00033_e079.8120.99%
cpd00034_e0EX_cpd00034_e00.395500.00%
cpd00039_e0EX_cpd00039_e031.4261.17%
cpd00051_e0EX_cpd00051_e034.7461.29%
cpd00054_e0EX_cpd00054_e034.3530.64%
cpd00058_e0EX_cpd00058_e00.395500.00%
cpd00060_e0EX_cpd00060_e031.0950.96%
cpd00063_e0EX_cpd00063_e00.395500.00%
cpd00065_e0EX_cpd00065_e06.647110.45%
cpd00066_e0EX_cpd00066_e021.7691.21%
cpd00069_e0EX_cpd00069_e016.9990.95%
cpd00079_e0EX_cpd00079_e0499.9618.61%
cpd00080_e0EX_cpd00080_e0609.4311.34%
cpd00099_e0EX_cpd00099_e00.395500.00%
cpd00106_e0EX_cpd00106_e0401.249.96%
cpd00107_e0EX_cpd00107_e052.8661.97%
cpd00118_e0EX_cpd00118_e00.395540.01%
cpd00119_e0EX_cpd00119_e011.1660.42%
cpd00129_e0EX_cpd00129_e025.9650.81%
cpd00130_e0EX_cpd00130_e0199.144.94%
cpd00132_e0EX_cpd00132_e028.2840.70%
cpd00136_e0EX_cpd00136_e00.395570.02%
cpd00149_e0EX_cpd00149_e00.395500.00%
cpd00156_e0EX_cpd00156_e049.651.54%
cpd00161_e0EX_cpd00161_e029.7240.74%
cpd00184_e0EX_cpd00184_e0221.11013.71%
cpd00205_e0EX_cpd00205_e00.395500.00%
cpd00208_e0EX_cpd00208_e03.526120.26%
cpd00209_e0EX_cpd00209_e019000.00%
cpd00249_e0EX_cpd00249_e011.5690.65%
cpd00254_e0EX_cpd00254_e00.395500.00%
cpd00264_e0EX_cpd00264_e00.395570.02%
cpd00268_e0EX_cpd00268_e00.197800.00%
cpd00277_e0EX_cpd00277_e022.59101.40%
cpd00305_e0EX_cpd00305_e00.3955120.03%
cpd00322_e0EX_cpd00322_e034.0561.27%
cpd00355_e0EX_cpd00355_e00.791110.05%
cpd00367_e0EX_cpd00367_e012.9990.73%
cpd00383_e0EX_cpd00383_e01.97870.09%
cpd00412_e0EX_cpd00412_e02.76990.15%
cpd00438_e0EX_cpd00438_e02411014.95%
cpd00644_e0EX_cpd00644_e00.79190.04%
cpd00794_e0EX_cpd00794_e014.1121.05%
cpd01080_e0EX_cpd01080_e035.09183.92%
cpd03847_e0EX_cpd03847_e03.526140.31%
cpd10515_e0EX_cpd10515_e00.79100.00%
cpd10516_e0EX_cpd10516_e00.395500.00%
cpd17041_c0rxn13782_c014100.00%
cpd17042_c0rxn13783_c014100.00%
cpd17043_c0rxn13784_c014100.00%

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00009_e0EX_cpd00009_e0-100000.00%
cpd00011_e0EX_cpd00011_e0-796.817.50%
cpd00020_e0EX_cpd00020_e0-282.137.97%
cpd00027_e0EX_cpd00027_e0-445.8625.18%
cpd00029_e0EX_cpd00029_e0-49029.22%
cpd00035_e0EX_cpd00035_e0-185.235.23%
cpd00047_e0EX_cpd00047_e0-2.37310.02%
cpd00100_e0EX_cpd00100_e0-4.38630.12%
cpd00108_e0EX_cpd00108_e0-3.52660.20%
cpd00116_e0EX_cpd00116_e0-0.395510.00%
cpd00139_e0EX_cpd00139_e0-1.18720.02%
cpd00151_e0EX_cpd00151_e0-221.1510.40%
cpd00159_e0EX_cpd00159_e0-835.5323.60%
cpd00226_e0EX_cpd00226_e0-220.8510.39%
cpd02701_c0SK_cpd02701_c0-0.3955150.06%
cpd03091_c0SK_cpd03091_c0-0.791100.07%
cpd11416_c0SK_cpd11416_c0-14100.00%
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model.summary()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Ignore this below ..." - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "from modelseedpy import RastClient\n", - "rast = RastClient()\n" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 bio1 = 141.02637369025626

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00007_e0EX_cpd00007_e0244.300.00%
cpd00024_e0EX_cpd00024_e083.0752.58%
cpd00028_e0EX_cpd00028_e00.3955340.08%
cpd00030_e0EX_cpd00030_e00.395500.00%
cpd00033_e0EX_cpd00033_e079.8120.99%
cpd00034_e0EX_cpd00034_e00.395500.00%
cpd00039_e0EX_cpd00039_e031.4261.17%
cpd00051_e0EX_cpd00051_e034.7461.29%
cpd00054_e0EX_cpd00054_e034.3530.64%
cpd00058_e0EX_cpd00058_e00.395500.00%
cpd00060_e0EX_cpd00060_e031.0950.96%
cpd00063_e0EX_cpd00063_e00.395500.00%
cpd00065_e0EX_cpd00065_e06.647110.45%
cpd00066_e0EX_cpd00066_e021.7691.21%
cpd00069_e0EX_cpd00069_e016.9990.95%
cpd00079_e0EX_cpd00079_e0499.9618.61%
cpd00080_e0EX_cpd00080_e0609.4311.34%
cpd00099_e0EX_cpd00099_e00.395500.00%
cpd00106_e0EX_cpd00106_e0401.249.96%
cpd00107_e0EX_cpd00107_e052.8661.97%
cpd00118_e0EX_cpd00118_e00.395540.01%
cpd00119_e0EX_cpd00119_e011.1660.42%
cpd00129_e0EX_cpd00129_e025.9650.81%
cpd00130_e0EX_cpd00130_e0199.144.94%
cpd00132_e0EX_cpd00132_e028.2840.70%
cpd00136_e0EX_cpd00136_e00.395570.02%
cpd00149_e0EX_cpd00149_e00.395500.00%
cpd00156_e0EX_cpd00156_e049.651.54%
cpd00161_e0EX_cpd00161_e029.7240.74%
cpd00184_e0EX_cpd00184_e0221.11013.71%
cpd00205_e0EX_cpd00205_e00.395500.00%
cpd00208_e0EX_cpd00208_e03.526120.26%
cpd00209_e0EX_cpd00209_e019000.00%
cpd00249_e0EX_cpd00249_e011.5690.65%
cpd00254_e0EX_cpd00254_e00.395500.00%
cpd00264_e0EX_cpd00264_e00.395570.02%
cpd00268_e0EX_cpd00268_e00.197800.00%
cpd00277_e0EX_cpd00277_e022.59101.40%
cpd00305_e0EX_cpd00305_e00.3955120.03%
cpd00322_e0EX_cpd00322_e034.0561.27%
cpd00355_e0EX_cpd00355_e00.791110.05%
cpd00367_e0EX_cpd00367_e012.9990.73%
cpd00383_e0EX_cpd00383_e01.97870.09%
cpd00412_e0EX_cpd00412_e02.76990.15%
cpd00438_e0EX_cpd00438_e02411014.95%
cpd00644_e0EX_cpd00644_e00.79190.04%
cpd00794_e0EX_cpd00794_e014.1121.05%
cpd01080_e0EX_cpd01080_e035.09183.92%
cpd03847_e0EX_cpd03847_e03.526140.31%
cpd10515_e0EX_cpd10515_e00.79100.00%
cpd10516_e0EX_cpd10516_e00.395500.00%
cpd17041_c0rxn13782_c014100.00%
cpd17042_c0rxn13783_c014100.00%
cpd17043_c0rxn13784_c014100.00%

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00009_e0EX_cpd00009_e0-100000.00%
cpd00011_e0EX_cpd00011_e0-796.817.50%
cpd00020_e0EX_cpd00020_e0-282.137.97%
cpd00027_e0EX_cpd00027_e0-445.8625.18%
cpd00029_e0EX_cpd00029_e0-49029.22%
cpd00035_e0EX_cpd00035_e0-185.235.23%
cpd00047_e0EX_cpd00047_e0-2.37310.02%
cpd00100_e0EX_cpd00100_e0-4.38630.12%
cpd00108_e0EX_cpd00108_e0-3.52660.20%
cpd00116_e0EX_cpd00116_e0-0.395510.00%
cpd00139_e0EX_cpd00139_e0-1.18720.02%
cpd00151_e0EX_cpd00151_e0-221.1510.40%
cpd00159_e0EX_cpd00159_e0-835.5323.60%
cpd00226_e0EX_cpd00226_e0-220.8510.39%
cpd02701_c0SK_cpd02701_c0-0.3955150.06%
cpd03091_c0SK_cpd03091_c0-0.791100.07%
cpd11416_c0SK_cpd11416_c0-14100.00%
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model.summary()" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Number of features: 4285\n" - ] - } - ], - "source": [ - "print('Number of features:', len(genome.features))" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "builder = MSBuilder(genome)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "ename": "IndexError", - "evalue": "The genomes or genomeSet that you have submitted wasn’t annotated using the RAST annotation pipeline. Please annotate the genomes via ‘Annotate Microbial Genome’ app (https://narrative.kbase.us/#appcatalog/app/RAST_SDK/reannotate_microbial_genome/release)or genomeSets via Annotate Multiple Microbial Genomes’ app (https://narrative.kbase.us/#appcatalog/app/RAST_SDK/reannotate_microbial_genomes/release) and resubmit the RAST annotated genome/genomeSets into the Predict Phenotype app. (", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mIndexError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m~/.local/lib/python3.8/site-packages/modelseedpy/ml/predict_phenotype.py\u001b[0m in \u001b[0;36mcreate_indicator_matrix\u001b[0;34m(ref_to_role, master_role_list)\u001b[0m\n\u001b[1;32m 93\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 94\u001b[0;31m \u001b[0mindicators\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmatching_index\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 95\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mIndexError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mIndexError\u001b[0m: arrays used as indices must be of integer (or boolean) type", - "\nDuring handling of the above exception, another exception occurred:\n", - "\u001b[0;31mIndexError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m/tmp/ipykernel_3016957/3197840996.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mbuilder\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauto_select_template\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;32m~/.local/lib/python3.8/site-packages/modelseedpy/core/msbuilder.py\u001b[0m in \u001b[0;36mauto_select_template\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 664\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 665\u001b[0m \u001b[0mgenome_classifier\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mget_classifier\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"knn_ACNP_RAST_filter_01_17_2023\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 666\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgenome_class\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mgenome_classifier\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mclassify\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgenome\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 667\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 668\u001b[0m \u001b[0;31m# TODO: update with enum MSGenomeClass\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/.local/lib/python3.8/site-packages/modelseedpy/core/msgenomeclassifier.py\u001b[0m in \u001b[0;36mclassify\u001b[0;34m(self, genome_or_roles, ontology_term)\u001b[0m\n\u001b[1;32m 31\u001b[0m \u001b[0mgenome_or_roles\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0montology_term\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 32\u001b[0m )\n\u001b[0;32m---> 33\u001b[0;31m indicator_df, master_role_list = create_indicator_matrix(\n\u001b[0m\u001b[1;32m 34\u001b[0m \u001b[0mgenome_or_roles\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfeatures\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 35\u001b[0m )\n", - "\u001b[0;32m~/.local/lib/python3.8/site-packages/modelseedpy/ml/predict_phenotype.py\u001b[0m in \u001b[0;36mcreate_indicator_matrix\u001b[0;34m(ref_to_role, master_role_list)\u001b[0m\n\u001b[1;32m 94\u001b[0m \u001b[0mindicators\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmatching_index\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 95\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mIndexError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 96\u001b[0;31m raise IndexError(\n\u001b[0m\u001b[1;32m 97\u001b[0m \u001b[0;31m\"\u001b[0m\u001b[0mThe\u001b[0m \u001b[0mgenomes\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mgenomeSet\u001b[0m \u001b[0mthat\u001b[0m \u001b[0myou\u001b[0m \u001b[0mhave\u001b[0m \u001b[0msubmitted\u001b[0m \u001b[0mwasn\u001b[0m\u001b[0;31m’\u001b[0m\u001b[0mt\u001b[0m \u001b[0mannotated\u001b[0m \u001b[0musing\u001b[0m \u001b[0mthe\u001b[0m\u001b[0;31m \u001b[0m\u001b[0;31m\\\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 98\u001b[0m \u001b[0mRAST\u001b[0m \u001b[0mannotation\u001b[0m \u001b[0mpipeline\u001b[0m\u001b[0;34m.\u001b[0m \u001b[0mPlease\u001b[0m \u001b[0mannotate\u001b[0m \u001b[0mthe\u001b[0m \u001b[0mgenomes\u001b[0m \u001b[0mvia\u001b[0m\u001b[0;31m \u001b[0m\u001b[0;31m‘\u001b[0m\u001b[0mAnnotate\u001b[0m \u001b[0mMicrobial\u001b[0m \u001b[0mGenome\u001b[0m\u001b[0;31m’\u001b[0m \u001b[0mapp\u001b[0m\u001b[0;31m \u001b[0m\u001b[0;31m\\\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mIndexError\u001b[0m: The genomes or genomeSet that you have submitted wasn’t annotated using the RAST annotation pipeline. Please annotate the genomes via ‘Annotate Microbial Genome’ app (https://narrative.kbase.us/#appcatalog/app/RAST_SDK/reannotate_microbial_genome/release)or genomeSets via Annotate Multiple Microbial Genomes’ app (https://narrative.kbase.us/#appcatalog/app/RAST_SDK/reannotate_microbial_genomes/release) and resubmit the RAST annotated genome/genomeSets into the Predict Phenotype app. (" - ] - } - ], - "source": [ - "builder.auto_select_template()" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "from cobra.core import Reaction" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [], - "source": [ - "rxn = Reaction('SK_cpd11416_c0', 'SK_cpd11416_c0', '', 0, 1000)\n", - "rxn.add_metabolites({model.metabolites.cpd11416_c0: -1})\n", - "model.add_reactions([rxn])" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/fliu/.local/lib/python3.8/site-packages/cobra/io/dict.py:89: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.\n", - "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", - " if isinstance(value, np.float):\n", - "/home/fliu/.local/lib/python3.8/site-packages/cobra/io/dict.py:91: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here.\n", - "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", - " if isinstance(value, np.bool):\n" - ] - }, - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Nameecoli
Memory address7f3dd51e8400
Number of metabolites1458
Number of reactions1772
Number of genes1295
Number of groups1323
Objective expression1.0*bio1 - 1.0*bio1_reverse_b18f7
CompartmentsCytosol, Extracellular
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "MSBuilder.gapfill_model(model, \"bio1\", builder.template, None)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 bio1 = 0.0

Uptake

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MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model.summary()" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cpd00010_c0 CoA [c0] 80\n", - "cpd11493_c0 ACP [c0] 39\n", - "cpd12370_c0 apo-ACP [c0] 3\n", - "cpd00003_c0 NAD [c0] 127\n", - "cpd00006_c0 NADP [c0] 89\n", - "cpd00205_c0 K+ [c0] 5\n", - "cpd00254_c0 Mg [c0] 3\n", - "cpd10516_c0 fe3 [c0] 5\n", - "cpd00063_c0 Ca2+ [c0] 2\n", - "cpd00009_c0 Phosphate [c0] 210\n", - "cpd00099_c0 Cl- [c0] 3\n", - "cpd00149_c0 Co2+ [c0] 2\n", - "cpd00058_c0 Cu2+ [c0] 3\n", - "cpd00015_c0 FAD [c0] 13\n", - "cpd10515_c0 Fe2+ [c0] 5\n", - "cpd00030_c0 Mn2+ [c0] 2\n", - "cpd00048_c0 Sulfate [c0] 4\n", - "cpd00034_c0 Zn2+ [c0] 2\n", - "cpd00016_c0 Pyridoxal phosphate [c0] 5\n", - "cpd00220_c0 Riboflavin [c0] 5\n", - "cpd00017_c0 S-Adenosyl-L-methionine [c0] 21\n", - "cpd00201_c0 10-Formyltetrahydrofolate [c0] 7\n", - "cpd00087_c0 Tetrahydrofolate [c0] 12\n", - "cpd00345_c0 5-Methyltetrahydrofolate [c0] 3\n", - "cpd00042_c0 GSH [c0] 13\n", - "cpd00028_c0 Heme [c0] 4\n", - "cpd00557_c0 Siroheme [c0] 2\n", - "cpd00264_c0 Spermidine [c0] 8\n", - "cpd00118_c0 Putrescine [c0] 9\n", - "cpd00056_c0 TPP [c0] 7\n", - "cpd15560_c0 Ubiquinone-8 [c0] 18\n", - "cpd15352_c0 2-Demethylmenaquinone 8 [c0] 7\n", - "cpd15500_c0 Menaquinone 8 [c0] 12\n", - "cpd00166_c0 Calomide [c0] 4\n", - "cpd01997_c0 Dimethylbenzimidazole [c0] 2\n", - "cpd03422_c0 Cobinamide [c0] 2\n", - "cpd00104_c0 BIOT [c0] 5\n", - "cpd00037_c0 UDP-N-acetylglucosamine [c0] 16\n", - "cpd00050_c0 FMN [c0] 11\n", - "cpd15793_c0 Stearoylcardiolipin (B. subtilis) [c0] 1\n", - "cpd15540_c0 Phosphatidylglycerol dioctadecanoyl [c0] 3\n", - "cpd15533_c0 phosphatidylethanolamine dioctadecanoyl [c0] 3\n", - "cpd15432_c0 core oligosaccharide lipid A [c0] 2\n", - "cpd02229_c0 Bactoprenyl diphosphate [c0] 5\n", - "cpd15665_c0 Peptidoglycan polymer (n subunits) [c0] 2\n", - "cpd15666_c0 Peptidoglycan polymer (n-1 subunits) [c0] 2\n", - "cpd00023_c0 L-Glutamate [c0] 57\n", - "cpd00001_c0 H2O [c0] 556\n", - "cpd00033_c0 Glycine [c0] 21\n", - "cpd00035_c0 L-Alanine [c0] 17\n", - "cpd00039_c0 L-Lysine [c0] 8\n", - "cpd00041_c0 L-Aspartate [c0] 19\n", - "cpd00051_c0 L-Arginine [c0] 6\n", - "cpd00053_c0 L-Glutamine [c0] 17\n", - "cpd00054_c0 L-Serine [c0] 23\n", - "cpd00060_c0 L-Methionine [c0] 19\n", - "cpd00065_c0 L-Tryptophan [c0] 5\n", - "cpd00066_c0 L-Phenylalanine [c0] 4\n", - "cpd00069_c0 L-Tyrosine [c0] 6\n", - "cpd00084_c0 L-Cysteine [c0] 14\n", - "cpd00107_c0 L-Leucine [c0] 6\n", - "cpd00119_c0 L-Histidine [c0] 4\n", - "cpd00129_c0 L-Proline [c0] 11\n", - "cpd00132_c0 L-Asparagine [c0] 6\n", - "cpd00156_c0 L-Valine [c0] 5\n", - "cpd00161_c0 L-Threonine [c0] 7\n", - "cpd00322_c0 L-Isoleucine [c0] 4\n", - "cpd00115_c0 dATP [c0] 7\n", - "cpd00012_c0 PPi [c0] 134\n", - "cpd00241_c0 dGTP [c0] 8\n", - "cpd00356_c0 dCTP [c0] 6\n", - "cpd00357_c0 TTP [c0] 7\n", - "cpd00002_c0 ATP [c0] 276\n", - "cpd00038_c0 GTP [c0] 20\n", - "cpd00052_c0 CTP [c0] 25\n", - "cpd00062_c0 UTP [c0] 13\n", - "cpd00008_c0 ADP [c0] 214\n", - "cpd00067_c0 H+ [c0] 896\n", - "cpd11416_c0 Biomass [c0] 2\n", - "cpd17041_c0 Protein biosynthesis [c0] 2\n", - "cpd17042_c0 DNA replication [c0] 2\n", - "cpd17043_c0 RNA transcription [c0] 2\n" - ] - } - ], - "source": [ - "for m in model.reactions.bio1.metabolites:\n", - " print(m, m.name, len(m.reactions))" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
IDCoreModelTemplateV2
Memory address0x07fcbc3ca95e0
Number of metabolites161
Number of species187
Number of reactions197
Number of biomasses2
Number of roles20552
Number of complexes9423
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "from modelseedpy.helpers import get_template\n", - "from modelseedpy.core.mstemplate import MSTemplateBuilder\n", - "template = MSTemplateBuilder.from_dict(get_template('template_core')).build()\n", - "template" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Nameecoli.core
Memory address0x07fcbc00f94c0
Number of metabolites148
Number of reactions155
Number of groups0
Objective expression1.0*bio1 - 1.0*bio1_reverse_b18f7
Compartmentsc0, e0
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model = MSBuilder.build_metabolic_model('ecoli.core', genome, gapfill_media=None, template=template, allow_all_non_grp_reactions=True, annotate_with_rast=True)\n", - "model" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 bio1 = 0.05181669326590254

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00007_e0EX_cpd00007_e04.04900.00%
cpd00009_e0EX_cpd00009_e00.218400.00%
cpd00027_e0EX_cpd00027_e016100.00%

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0-4.65600.00%
cpd00011_e0EX_cpd00011_e0-3.6841100.00%
cpd00067_e0EX_cpd00067_e0-0.73700.00%
cpd11416_c0SK_cpd11416_c0-0.0518200.00%
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model.objective = 'bio1'\n", - "model.medium = {\n", - " 'EX_cpd00067_e0': 1000,\n", - " 'EX_cpd00027_e0': 1,\n", - " 'EX_cpd00007_e0': 1000,\n", - " 'EX_cpd00001_e0': 1000,\n", - " 'EX_cpd00009_e0': 1000,\n", - "}\n", - "model.summary()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Build Metabolic Model from Genome .faa file" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* MSGenome: to read a faa file\n", + "* MSBuilder: to build metabolic model from the genome" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "modelseedpy 0.4.0\n" + ] + } + ], + "source": [ + "from modelseedpy import MSBuilder, MSGenome" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "genome = MSGenome.from_fasta('GCF_000005845.2_ASM584v2_protein.faa', split=' ')" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "for feature in genome.features:\n", + " feature" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'DUF1328 domain-containing protein YtjA [Escherichia coli str. K-12 substr. MG1655]'" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "`MSBuilder.build_metabolic_model` default parameters runs RAST, ML prediction to select template (gram neg, gram pos, cyano [not implemented], archaea [not implemented]), builds draft model and gapfills with complete media" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'execution_time': 1749528226.27437,\n", + " 'hostname': 'pecan',\n", + " 'id': 'E805648A-45AF-11F0-AD25-BF03EBB20363',\n", + " 'tool_name': 'kmer_search',\n", + " 'parameters': ['-a',\n", + " '-g',\n", + " 200,\n", + " '-m',\n", + " 5,\n", + " '-d',\n", + " '/opt/patric-common/data/kmer_metadata_v2',\n", + " '-u',\n", + " 'http://redwood.cels.anl.gov:6100/query']},\n", + " {'tool_name': 'annotate_proteins_similarity',\n", + " 'parameters': [],\n", + " 'hostname': 'pecan',\n", + " 'id': 'E844DCE6-45AF-11F0-AD96-B1F6F0B20363',\n", + " 'execute_time': 1749528226.69046}]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from modelseedpy import RastClient\n", + "rast = RastClient()\n", + "rast.annotate_genome(genome)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "None\n", + "GramNegative.modeltemplate\n" + ] + } + ], + "source": [ + "builder = MSBuilder(genome, template=None, name='ecoli')\n", + "print(builder.template)\n", + "builder.auto_select_template()\n", + "print(builder.template.id)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "model = builder.build('ecoli', annotate_with_rast=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "mkdir: D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\modelseedpy//data/templates\n", + "downloading data file to: D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\modelseedpy//data/templates/template_gram_neg.json\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n" + ] + } + ], + "source": [ + "model = MSBuilder.build_metabolic_model('ecoli', genome, classic_biomass=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 0.0

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.summary()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Ignore this below ..." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy import RastClient\n", + "rast = RastClient()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 141.02637369025626

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd00007_e0EX_cpd00007_e0244.300.00%
cpd00024_e0EX_cpd00024_e083.0752.58%
cpd00028_e0EX_cpd00028_e00.3955340.08%
cpd00030_e0EX_cpd00030_e00.395500.00%
cpd00033_e0EX_cpd00033_e079.8120.99%
cpd00034_e0EX_cpd00034_e00.395500.00%
cpd00039_e0EX_cpd00039_e031.4261.17%
cpd00051_e0EX_cpd00051_e034.7461.29%
cpd00054_e0EX_cpd00054_e034.3530.64%
cpd00058_e0EX_cpd00058_e00.395500.00%
cpd00060_e0EX_cpd00060_e031.0950.96%
cpd00063_e0EX_cpd00063_e00.395500.00%
cpd00065_e0EX_cpd00065_e06.647110.45%
cpd00066_e0EX_cpd00066_e021.7691.21%
cpd00069_e0EX_cpd00069_e016.9990.95%
cpd00079_e0EX_cpd00079_e0499.9618.61%
cpd00080_e0EX_cpd00080_e0609.4311.34%
cpd00099_e0EX_cpd00099_e00.395500.00%
cpd00106_e0EX_cpd00106_e0401.249.96%
cpd00107_e0EX_cpd00107_e052.8661.97%
cpd00118_e0EX_cpd00118_e00.395540.01%
cpd00119_e0EX_cpd00119_e011.1660.42%
cpd00129_e0EX_cpd00129_e025.9650.81%
cpd00130_e0EX_cpd00130_e0199.144.94%
cpd00132_e0EX_cpd00132_e028.2840.70%
cpd00136_e0EX_cpd00136_e00.395570.02%
cpd00149_e0EX_cpd00149_e00.395500.00%
cpd00156_e0EX_cpd00156_e049.651.54%
cpd00161_e0EX_cpd00161_e029.7240.74%
cpd00184_e0EX_cpd00184_e0221.11013.71%
cpd00205_e0EX_cpd00205_e00.395500.00%
cpd00208_e0EX_cpd00208_e03.526120.26%
cpd00209_e0EX_cpd00209_e019000.00%
cpd00249_e0EX_cpd00249_e011.5690.65%
cpd00254_e0EX_cpd00254_e00.395500.00%
cpd00264_e0EX_cpd00264_e00.395570.02%
cpd00268_e0EX_cpd00268_e00.197800.00%
cpd00277_e0EX_cpd00277_e022.59101.40%
cpd00305_e0EX_cpd00305_e00.3955120.03%
cpd00322_e0EX_cpd00322_e034.0561.27%
cpd00355_e0EX_cpd00355_e00.791110.05%
cpd00367_e0EX_cpd00367_e012.9990.73%
cpd00383_e0EX_cpd00383_e01.97870.09%
cpd00412_e0EX_cpd00412_e02.76990.15%
cpd00438_e0EX_cpd00438_e02411014.95%
cpd00644_e0EX_cpd00644_e00.79190.04%
cpd00794_e0EX_cpd00794_e014.1121.05%
cpd01080_e0EX_cpd01080_e035.09183.92%
cpd03847_e0EX_cpd03847_e03.526140.31%
cpd10515_e0EX_cpd10515_e00.79100.00%
cpd10516_e0EX_cpd10516_e00.395500.00%
cpd17041_c0rxn13782_c014100.00%
cpd17042_c0rxn13783_c014100.00%
cpd17043_c0rxn13784_c014100.00%

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00009_e0EX_cpd00009_e0-100000.00%
cpd00011_e0EX_cpd00011_e0-796.817.50%
cpd00020_e0EX_cpd00020_e0-282.137.97%
cpd00027_e0EX_cpd00027_e0-445.8625.18%
cpd00029_e0EX_cpd00029_e0-49029.22%
cpd00035_e0EX_cpd00035_e0-185.235.23%
cpd00047_e0EX_cpd00047_e0-2.37310.02%
cpd00100_e0EX_cpd00100_e0-4.38630.12%
cpd00108_e0EX_cpd00108_e0-3.52660.20%
cpd00116_e0EX_cpd00116_e0-0.395510.00%
cpd00139_e0EX_cpd00139_e0-1.18720.02%
cpd00151_e0EX_cpd00151_e0-221.1510.40%
cpd00159_e0EX_cpd00159_e0-835.5323.60%
cpd00226_e0EX_cpd00226_e0-220.8510.39%
cpd02701_c0SK_cpd02701_c0-0.3955150.06%
cpd03091_c0SK_cpd03091_c0-0.791100.07%
cpd11416_c0SK_cpd11416_c0-14100.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of features: 4285\n" + ] + } + ], + "source": [ + "print('Number of features:', len(genome.features))" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "builder = MSBuilder(genome)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "ename": "IndexError", + "evalue": "The genomes or genomeSet that you have submitted wasn’t annotated using the RAST annotation pipeline. Please annotate the genomes via ‘Annotate Microbial Genome’ app (https://narrative.kbase.us/#appcatalog/app/RAST_SDK/reannotate_microbial_genome/release)or genomeSets via Annotate Multiple Microbial Genomes’ app (https://narrative.kbase.us/#appcatalog/app/RAST_SDK/reannotate_microbial_genomes/release) and resubmit the RAST annotated genome/genomeSets into the Predict Phenotype app. (", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mIndexError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m~/.local/lib/python3.8/site-packages/modelseedpy/ml/predict_phenotype.py\u001b[0m in \u001b[0;36mcreate_indicator_matrix\u001b[0;34m(ref_to_role, master_role_list)\u001b[0m\n\u001b[1;32m 93\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 94\u001b[0;31m \u001b[0mindicators\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmatching_index\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 95\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mIndexError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mIndexError\u001b[0m: arrays used as indices must be of integer (or boolean) type", + "\nDuring handling of the above exception, another exception occurred:\n", + "\u001b[0;31mIndexError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m/tmp/ipykernel_3016957/3197840996.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mbuilder\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mauto_select_template\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;32m~/.local/lib/python3.8/site-packages/modelseedpy/core/msbuilder.py\u001b[0m in \u001b[0;36mauto_select_template\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 664\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 665\u001b[0m \u001b[0mgenome_classifier\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mget_classifier\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"knn_ACNP_RAST_filter_01_17_2023\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 666\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgenome_class\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mgenome_classifier\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mclassify\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgenome\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 667\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 668\u001b[0m \u001b[0;31m# TODO: update with enum MSGenomeClass\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/.local/lib/python3.8/site-packages/modelseedpy/core/msgenomeclassifier.py\u001b[0m in \u001b[0;36mclassify\u001b[0;34m(self, genome_or_roles, ontology_term)\u001b[0m\n\u001b[1;32m 31\u001b[0m \u001b[0mgenome_or_roles\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0montology_term\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 32\u001b[0m )\n\u001b[0;32m---> 33\u001b[0;31m indicator_df, master_role_list = create_indicator_matrix(\n\u001b[0m\u001b[1;32m 34\u001b[0m \u001b[0mgenome_or_roles\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfeatures\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 35\u001b[0m )\n", + "\u001b[0;32m~/.local/lib/python3.8/site-packages/modelseedpy/ml/predict_phenotype.py\u001b[0m in \u001b[0;36mcreate_indicator_matrix\u001b[0;34m(ref_to_role, master_role_list)\u001b[0m\n\u001b[1;32m 94\u001b[0m \u001b[0mindicators\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmatching_index\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 95\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mIndexError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 96\u001b[0;31m raise IndexError(\n\u001b[0m\u001b[1;32m 97\u001b[0m \u001b[0;31m\"\u001b[0m\u001b[0mThe\u001b[0m \u001b[0mgenomes\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mgenomeSet\u001b[0m \u001b[0mthat\u001b[0m \u001b[0myou\u001b[0m \u001b[0mhave\u001b[0m \u001b[0msubmitted\u001b[0m \u001b[0mwasn\u001b[0m\u001b[0;31m’\u001b[0m\u001b[0mt\u001b[0m \u001b[0mannotated\u001b[0m \u001b[0musing\u001b[0m \u001b[0mthe\u001b[0m\u001b[0;31m \u001b[0m\u001b[0;31m\\\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 98\u001b[0m \u001b[0mRAST\u001b[0m \u001b[0mannotation\u001b[0m \u001b[0mpipeline\u001b[0m\u001b[0;34m.\u001b[0m \u001b[0mPlease\u001b[0m \u001b[0mannotate\u001b[0m \u001b[0mthe\u001b[0m \u001b[0mgenomes\u001b[0m \u001b[0mvia\u001b[0m\u001b[0;31m \u001b[0m\u001b[0;31m‘\u001b[0m\u001b[0mAnnotate\u001b[0m \u001b[0mMicrobial\u001b[0m \u001b[0mGenome\u001b[0m\u001b[0;31m’\u001b[0m \u001b[0mapp\u001b[0m\u001b[0;31m \u001b[0m\u001b[0;31m\\\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mIndexError\u001b[0m: The genomes or genomeSet that you have submitted wasn’t annotated using the RAST annotation pipeline. Please annotate the genomes via ‘Annotate Microbial Genome’ app (https://narrative.kbase.us/#appcatalog/app/RAST_SDK/reannotate_microbial_genome/release)or genomeSets via Annotate Multiple Microbial Genomes’ app (https://narrative.kbase.us/#appcatalog/app/RAST_SDK/reannotate_microbial_genomes/release) and resubmit the RAST annotated genome/genomeSets into the Predict Phenotype app. (" + ] + } + ], + "source": [ + "builder.auto_select_template()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "from cobra.core import Reaction" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "rxn = Reaction('SK_cpd11416_c0', 'SK_cpd11416_c0', '', 0, 1000)\n", + "rxn.add_metabolites({model.metabolites.cpd11416_c0: -1})\n", + "model.add_reactions([rxn])" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/home/fliu/.local/lib/python3.8/site-packages/cobra/io/dict.py:89: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.\n", + "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", + " if isinstance(value, np.float):\n", + "/home/fliu/.local/lib/python3.8/site-packages/cobra/io/dict.py:91: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here.\n", + "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", + " if isinstance(value, np.bool):\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Nameecoli
Memory address7f3dd51e8400
Number of metabolites1458
Number of reactions1772
Number of genes1295
Number of groups1323
Objective expression1.0*bio1 - 1.0*bio1_reverse_b18f7
CompartmentsCytosol, Extracellular
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "MSBuilder.gapfill_model(model, \"bio1\", builder.template, None)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 0.0

Uptake

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MetaboliteReactionFluxC-NumberC-Flux

Secretion

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MetaboliteReactionFluxC-NumberC-Flux
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cpd00010_c0 CoA [c0] 80\n", + "cpd11493_c0 ACP [c0] 39\n", + "cpd12370_c0 apo-ACP [c0] 3\n", + "cpd00003_c0 NAD [c0] 127\n", + "cpd00006_c0 NADP [c0] 89\n", + "cpd00205_c0 K+ [c0] 5\n", + "cpd00254_c0 Mg [c0] 3\n", + "cpd10516_c0 fe3 [c0] 5\n", + "cpd00063_c0 Ca2+ [c0] 2\n", + "cpd00009_c0 Phosphate [c0] 210\n", + "cpd00099_c0 Cl- [c0] 3\n", + "cpd00149_c0 Co2+ [c0] 2\n", + "cpd00058_c0 Cu2+ [c0] 3\n", + "cpd00015_c0 FAD [c0] 13\n", + "cpd10515_c0 Fe2+ [c0] 5\n", + "cpd00030_c0 Mn2+ [c0] 2\n", + "cpd00048_c0 Sulfate [c0] 4\n", + "cpd00034_c0 Zn2+ [c0] 2\n", + "cpd00016_c0 Pyridoxal phosphate [c0] 5\n", + "cpd00220_c0 Riboflavin [c0] 5\n", + "cpd00017_c0 S-Adenosyl-L-methionine [c0] 21\n", + "cpd00201_c0 10-Formyltetrahydrofolate [c0] 7\n", + "cpd00087_c0 Tetrahydrofolate [c0] 12\n", + "cpd00345_c0 5-Methyltetrahydrofolate [c0] 3\n", + "cpd00042_c0 GSH [c0] 13\n", + "cpd00028_c0 Heme [c0] 4\n", + "cpd00557_c0 Siroheme [c0] 2\n", + "cpd00264_c0 Spermidine [c0] 8\n", + "cpd00118_c0 Putrescine [c0] 9\n", + "cpd00056_c0 TPP [c0] 7\n", + "cpd15560_c0 Ubiquinone-8 [c0] 18\n", + "cpd15352_c0 2-Demethylmenaquinone 8 [c0] 7\n", + "cpd15500_c0 Menaquinone 8 [c0] 12\n", + "cpd00166_c0 Calomide [c0] 4\n", + "cpd01997_c0 Dimethylbenzimidazole [c0] 2\n", + "cpd03422_c0 Cobinamide [c0] 2\n", + "cpd00104_c0 BIOT [c0] 5\n", + "cpd00037_c0 UDP-N-acetylglucosamine [c0] 16\n", + "cpd00050_c0 FMN [c0] 11\n", + "cpd15793_c0 Stearoylcardiolipin (B. subtilis) [c0] 1\n", + "cpd15540_c0 Phosphatidylglycerol dioctadecanoyl [c0] 3\n", + "cpd15533_c0 phosphatidylethanolamine dioctadecanoyl [c0] 3\n", + "cpd15432_c0 core oligosaccharide lipid A [c0] 2\n", + "cpd02229_c0 Bactoprenyl diphosphate [c0] 5\n", + "cpd15665_c0 Peptidoglycan polymer (n subunits) [c0] 2\n", + "cpd15666_c0 Peptidoglycan polymer (n-1 subunits) [c0] 2\n", + "cpd00023_c0 L-Glutamate [c0] 57\n", + "cpd00001_c0 H2O [c0] 556\n", + "cpd00033_c0 Glycine [c0] 21\n", + "cpd00035_c0 L-Alanine [c0] 17\n", + "cpd00039_c0 L-Lysine [c0] 8\n", + "cpd00041_c0 L-Aspartate [c0] 19\n", + "cpd00051_c0 L-Arginine [c0] 6\n", + "cpd00053_c0 L-Glutamine [c0] 17\n", + "cpd00054_c0 L-Serine [c0] 23\n", + "cpd00060_c0 L-Methionine [c0] 19\n", + "cpd00065_c0 L-Tryptophan [c0] 5\n", + "cpd00066_c0 L-Phenylalanine [c0] 4\n", + "cpd00069_c0 L-Tyrosine [c0] 6\n", + "cpd00084_c0 L-Cysteine [c0] 14\n", + "cpd00107_c0 L-Leucine [c0] 6\n", + "cpd00119_c0 L-Histidine [c0] 4\n", + "cpd00129_c0 L-Proline [c0] 11\n", + "cpd00132_c0 L-Asparagine [c0] 6\n", + "cpd00156_c0 L-Valine [c0] 5\n", + "cpd00161_c0 L-Threonine [c0] 7\n", + "cpd00322_c0 L-Isoleucine [c0] 4\n", + "cpd00115_c0 dATP [c0] 7\n", + "cpd00012_c0 PPi [c0] 134\n", + "cpd00241_c0 dGTP [c0] 8\n", + "cpd00356_c0 dCTP [c0] 6\n", + "cpd00357_c0 TTP [c0] 7\n", + "cpd00002_c0 ATP [c0] 276\n", + "cpd00038_c0 GTP [c0] 20\n", + "cpd00052_c0 CTP [c0] 25\n", + "cpd00062_c0 UTP [c0] 13\n", + "cpd00008_c0 ADP [c0] 214\n", + "cpd00067_c0 H+ [c0] 896\n", + "cpd11416_c0 Biomass [c0] 2\n", + "cpd17041_c0 Protein biosynthesis [c0] 2\n", + "cpd17042_c0 DNA replication [c0] 2\n", + "cpd17043_c0 RNA transcription [c0] 2\n" + ] + } + ], + "source": [ + "for m in model.reactions.bio1.metabolites:\n", + " print(m, m.name, len(m.reactions))" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
IDCoreModelTemplateV2
Memory address0x07fcbc3ca95e0
Number of metabolites161
Number of species187
Number of reactions197
Number of biomasses2
Number of roles20552
Number of complexes9423
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from modelseedpy.helpers import get_template\n", + "from modelseedpy.core.mstemplate import MSTemplateBuilder\n", + "template = MSTemplateBuilder.from_dict(get_template('template_core')).build()\n", + "template" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Nameecoli.core
Memory address0x07fcbc00f94c0
Number of metabolites148
Number of reactions155
Number of groups0
Objective expression1.0*bio1 - 1.0*bio1_reverse_b18f7
Compartmentsc0, e0
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model = MSBuilder.build_metabolic_model('ecoli.core', genome, gapfill_media=None, template=template, allow_all_non_grp_reactions=True, annotate_with_rast=True)\n", + "model" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 0.05181669326590254

Uptake

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MetaboliteReactionFluxC-NumberC-Flux
cpd00007_e0EX_cpd00007_e04.04900.00%
cpd00009_e0EX_cpd00009_e00.218400.00%
cpd00027_e0EX_cpd00027_e016100.00%

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0-4.65600.00%
cpd00011_e0EX_cpd00011_e0-3.6841100.00%
cpd00067_e0EX_cpd00067_e0-0.73700.00%
cpd11416_c0SK_cpd11416_c0-0.0518200.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.objective = 'bio1'\n", + "model.medium = {\n", + " 'EX_cpd00067_e0': 1000,\n", + " 'EX_cpd00027_e0': 1,\n", + " 'EX_cpd00007_e0': 1000,\n", + " 'EX_cpd00001_e0': 1000,\n", + " 'EX_cpd00009_e0': 1000,\n", + "}\n", + "model.summary()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "modelseed", + "language": "python", + "name": "modelseed" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.0" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Model Reconstruction/genome_scale_build_model.ipynb b/examples/Model Reconstruction/genome_scale_build_model.ipynb index 04a57c4c..da20c1a1 100644 --- a/examples/Model Reconstruction/genome_scale_build_model.ipynb +++ b/examples/Model Reconstruction/genome_scale_build_model.ipynb @@ -969,7 +969,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -983,7 +983,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.10" + "version": "3.11.0" } }, "nbformat": 4, diff --git a/examples/ModelSEED.ipynb b/examples/ModelSEED.ipynb index db5ed2a4..d9b12c43 100644 --- a/examples/ModelSEED.ipynb +++ b/examples/ModelSEED.ipynb @@ -1,104 +1,104 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "import modelseedpy\n", - "modelseed = modelseedpy.biochem.from_local('/Users/fliu/workspace/jupyter/ModelSEEDDatabase/')\n", - "rxn = modelseed.get_seed_reaction('rxn00002')\n", - "print(rxn)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{('cpd00001', '0'): -1.0,\n", - " ('cpd00067', '0'): -3.0,\n", - " ('cpd00742', '0'): -1.0,\n", - " ('cpd00011', '0'): 2.0,\n", - " ('cpd00013', '0'): 2.0}" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rxn.cstoichiometry" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "cpd = modelseed.get_seed_compound('cpd00742')\n", - "cpd" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "rxn00002: cpd00001 [0] + 3.0 cpd00067 [0] + cpd00742 [0] --> 2.0 cpd00011 [0] + 2.0 cpd00013 [0]\n" - ] - } - ], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.4" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "import modelseedpy\n", + "modelseed = modelseedpy.biochem.from_local('/Users/fliu/workspace/jupyter/ModelSEEDDatabase/')\n", + "rxn = modelseed.get_seed_reaction('rxn00002')\n", + "print(rxn)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{('cpd00001', '0'): -1.0,\n", + " ('cpd00067', '0'): -3.0,\n", + " ('cpd00742', '0'): -1.0,\n", + " ('cpd00011', '0'): 2.0,\n", + " ('cpd00013', '0'): 2.0}" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rxn.cstoichiometry" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cpd = modelseed.get_seed_compound('cpd00742')\n", + "cpd" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "rxn00002: cpd00001 [0] + 3.0 cpd00067 [0] + cpd00742 [0] --> 2.0 cpd00011 [0] + 2.0 cpd00013 [0]\n" + ] + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Others/ATPSafeGapfillingTest.ipynb b/examples/Others/ATPSafeGapfillingTest.ipynb index 399dd76a..681290aa 100644 --- a/examples/Others/ATPSafeGapfillingTest.ipynb +++ b/examples/Others/ATPSafeGapfillingTest.ipynb @@ -1,88 +1,88 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.7\n" - ] - } - ], - "source": [ - "import sys\n", - "import cobra\n", - "import cplex\n", - "import cobrakbase\n", - "#Put the path to ModelSEEDpy on your machine here\n", - "sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", - "#import modelseedpy.fbapkg\n", - "from modelseedpy import MSPackageManager, FBAHelper, MSBuilder\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "ename": "HTTPError", - "evalue": "403 Client Error: Forbidden for url: https://www.kbase.us/", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mHTTPError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 3\u001b[0m modellist = kbase_api.ws_client.list_objects({\n\u001b[1;32m 4\u001b[0m \u001b[0;34m\"ids\"\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m93541\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 5\u001b[0;31m \u001b[0;34m\"type\"\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\"KBaseFBA.FBAModel\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 6\u001b[0m })\n\u001b[1;32m 7\u001b[0m \u001b[0;31m#Iterate over the models and run FBA\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/opt/anaconda3/lib/python3.7/site-packages/cobrakbase/Workspace/WorkspaceClient.py\u001b[0m in \u001b[0;36mlist_objects\u001b[0;34m(self, params, context)\u001b[0m\n\u001b[1;32m 3157\u001b[0m return self._client.call_method(\n\u001b[1;32m 3158\u001b[0m \u001b[0;34m'Workspace.list_objects'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 3159\u001b[0;31m [params], self._service_ver, context)\n\u001b[0m\u001b[1;32m 3160\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3161\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mget_objectmeta\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcontext\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/opt/anaconda3/lib/python3.7/site-packages/cobrakbase/Workspace/baseclient.py\u001b[0m in \u001b[0;36mcall_method\u001b[0;34m(self, service_method, args, service_ver, context)\u001b[0m\n\u001b[1;32m 266\u001b[0m \u001b[0murl\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_service_url\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mservice_method\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mservice_ver\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 267\u001b[0m \u001b[0mcontext\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_set_up_context\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mservice_ver\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcontext\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 268\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_call\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mservice_method\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcontext\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;32m~/opt/anaconda3/lib/python3.7/site-packages/cobrakbase/Workspace/baseclient.py\u001b[0m in \u001b[0;36m_call\u001b[0;34m(self, url, method, params, context)\u001b[0m\n\u001b[1;32m 187\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mServerError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Unknown'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mret\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtext\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 188\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mret\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mok\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 189\u001b[0;31m \u001b[0mret\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mraise_for_status\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 190\u001b[0m \u001b[0mresp\u001b[0m \u001b[0;34m=\u001b[0m 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\u001b[0mresponse\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 941\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 942\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mclose\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mHTTPError\u001b[0m: 403 Client Error: Forbidden for url: https://www.kbase.us/" - ] - } - ], - "source": [ - "kbase_api = cobrakbase.KBaseAPI()\n", - "model = kbase_api.get_from_ws(\"\",93541)\n", - "MMMedia = model = kbase_api.get_from_ws(\"Carbon-D-Glucose\",\"KBaseMedia\")\n", - "FBAHelper.set_objective_from_target_reaction(model, \"bio2\")\n", - "pkgmgr = MSPackageManager.get_pkg_mgr(model)\n", - "pkgmgr.getpkg(\"KBaseMediaPkg\").build_package(MMMedia)\n", - "solution=model.optimize()\n", - "tests = [{\"media\":MMMedia,\"is_max_threshold\": True,\"threshold\":1.2*solution.objective_value}]\n", - "template = kbase_api.get_from_ws(\"GramNegModelTemplateV3\",\"NewKBaseModelTemplates\")\n", - "gfmodel = MSBuilder.gapfill_model(model,\"bio1\",template,MMMedia,tests)\n", - "FBAHelper.set_objective_from_target_reaction(gfmodel, \"bio2\")\n", - "gfpkgmgr = MSPackageManager.get_pkg_mgr(gfmodel)\n", - "gfpkgmgr.getpkg(\"KBaseMediaPkg\").build_package(MMMedia)\n", - "gfsolution=gfmodel.optimize()\n", - "print(str(solution.objective_value)+\" vs \"+str(gfsolution.objective_value))" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.7\n" + ] + } + ], + "source": [ + "import sys\n", + "import cobra\n", + "import cplex\n", + "import cobrakbase\n", + "#Put the path to ModelSEEDpy on your machine here\n", + "sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", + "#import modelseedpy.fbapkg\n", + "from modelseedpy import MSPackageManager, FBAHelper, MSBuilder\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "ename": "HTTPError", + "evalue": "403 Client Error: Forbidden for url: https://www.kbase.us/", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mHTTPError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 3\u001b[0m modellist = kbase_api.ws_client.list_objects({\n\u001b[1;32m 4\u001b[0m \u001b[0;34m\"ids\"\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m93541\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 5\u001b[0;31m \u001b[0;34m\"type\"\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\"KBaseFBA.FBAModel\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 6\u001b[0m })\n\u001b[1;32m 7\u001b[0m \u001b[0;31m#Iterate over the models and run FBA\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/opt/anaconda3/lib/python3.7/site-packages/cobrakbase/Workspace/WorkspaceClient.py\u001b[0m in \u001b[0;36mlist_objects\u001b[0;34m(self, params, context)\u001b[0m\n\u001b[1;32m 3157\u001b[0m return self._client.call_method(\n\u001b[1;32m 3158\u001b[0m \u001b[0;34m'Workspace.list_objects'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 3159\u001b[0;31m [params], self._service_ver, context)\n\u001b[0m\u001b[1;32m 3160\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3161\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mget_objectmeta\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcontext\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/opt/anaconda3/lib/python3.7/site-packages/cobrakbase/Workspace/baseclient.py\u001b[0m in \u001b[0;36mcall_method\u001b[0;34m(self, service_method, args, service_ver, context)\u001b[0m\n\u001b[1;32m 266\u001b[0m \u001b[0murl\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_service_url\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mservice_method\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mservice_ver\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 267\u001b[0m \u001b[0mcontext\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_set_up_context\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mservice_ver\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcontext\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 268\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_call\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0murl\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mservice_method\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcontext\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;32m~/opt/anaconda3/lib/python3.7/site-packages/cobrakbase/Workspace/baseclient.py\u001b[0m in \u001b[0;36m_call\u001b[0;34m(self, url, method, params, context)\u001b[0m\n\u001b[1;32m 187\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mServerError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Unknown'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mret\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtext\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 188\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mret\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mok\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 189\u001b[0;31m \u001b[0mret\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mraise_for_status\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 190\u001b[0m \u001b[0mresp\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mret\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjson\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 191\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;34m'result'\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mresp\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/opt/anaconda3/lib/python3.7/site-packages/requests/models.py\u001b[0m in \u001b[0;36mraise_for_status\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 938\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 939\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mhttp_error_msg\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 940\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mHTTPError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mhttp_error_msg\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 941\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 942\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mclose\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mHTTPError\u001b[0m: 403 Client Error: Forbidden for url: https://www.kbase.us/" + ] + } + ], + "source": [ + "kbase_api = cobrakbase.KBaseAPI()\n", + "model = kbase_api.get_from_ws(\"\",93541)\n", + "MMMedia = model = kbase_api.get_from_ws(\"Carbon-D-Glucose\",\"KBaseMedia\")\n", + "FBAHelper.set_objective_from_target_reaction(model, \"bio2\")\n", + "pkgmgr = MSPackageManager.get_pkg_mgr(model)\n", + "pkgmgr.getpkg(\"KBaseMediaPkg\").build_package(MMMedia)\n", + "solution=model.optimize()\n", + "tests = [{\"media\":MMMedia,\"is_max_threshold\": True,\"threshold\":1.2*solution.objective_value}]\n", + "template = kbase_api.get_from_ws(\"GramNegModelTemplateV3\",\"NewKBaseModelTemplates\")\n", + "gfmodel = MSBuilder.gapfill_model(model,\"bio1\",template,MMMedia,tests)\n", + "FBAHelper.set_objective_from_target_reaction(gfmodel, \"bio2\")\n", + "gfpkgmgr = MSPackageManager.get_pkg_mgr(gfmodel)\n", + "gfpkgmgr.getpkg(\"KBaseMediaPkg\").build_package(MMMedia)\n", + "gfsolution=gfmodel.optimize()\n", + "print(str(solution.objective_value)+\" vs \"+str(gfsolution.objective_value))" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Others/Biochem.ipynb b/examples/Others/Biochem.ipynb index 00b845b8..f668603d 100644 --- a/examples/Others/Biochem.ipynb +++ b/examples/Others/Biochem.ipynb @@ -1,419 +1,419 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import modelseedpy" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Load the database object from local github repository\n", - "https://github.com/ModelSEED/ModelSEEDDatabase" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "database_path = '../../../ModelSEEDDatabase/'\n", - "modelseed = modelseedpy.biochem.from_local(database_path)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Compounds" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Fetch compounds" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Pyruvate\n", - "L-Lactate\n" - ] - } - ], - "source": [ - "cpd_pyruvate = modelseed.compounds.cpd00020\n", - "print(cpd_pyruvate.name)\n", - "cpd_lactate = modelseed.compounds.get_by_id('cpd00159')\n", - "print(cpd_lactate.name)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Read Aliases" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Aliases dict_keys(['AlgaGEM', 'AraCyc', 'AraGEM', 'BiGG', 'BiGG1', 'BrachyCyc', 'ChlamyCyc', 'CornCyc', 'DF_Athaliana', 'EcoCyc', 'JM_Creinhardtii', 'JP_Creinhardtii_MSB', 'JP_Creinhardtii_NMeth', 'KEGG', 'MaizeCyc', 'Maize_C4GEM', 'MetaCyc', 'PlantCyc', 'PoplarCyc', 'RiceCyc', 'SorghumCyc', 'SoyCyc', 'TS_Athaliana', 'iAF1260', 'iAF692', 'iAG612', 'iAO358', 'iAbaylyiv4', 'iGT196', 'iIN800', 'iIT341', 'iJN746', 'iJR904', 'iMA945', 'iMEO21', 'iMM904', 'iMO1053-PAO1', 'iMO1056', 'iND750', 'iNJ661', 'iPS189', 'iRR1083', 'iRS1563', 'iRS1597', 'iSB619', 'iSO783', 'iYO844', 'metanetx.chemical', 'SMILE', 'InChIKey', 'InChI'])\n", - "KEGG {'C00022'}\n" - ] - } - ], - "source": [ - "print('Aliases', cpd_pyruvate.annotation.keys())\n", - "print('KEGG', cpd_pyruvate.annotation['KEGG'])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Read Structures" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "SMILES C[C@H](O)C(=O)[O-]\n", - "InChI InChI=1S/C3H6O3/c1-2(4)3(5)6/h2,4H,1H3,(H,5,6)/p-1/t2-/m0/s1\n", - "InChI Key JVTAAEKCZFNVCJ-REOHCLBHSA-M\n" - ] - } - ], - "source": [ - "print('SMILES', cpd_lactate.smiles)\n", - "print('InChI', cpd_lactate.inchi)\n", - "print('InChI Key', cpd_lactate.inchi_key)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Fetch by inchi key\n", - "`find_compounds_by_inchi_key(inchi_key, exact=True)` exact forces first and second key match `exact=False` searches by first inchi hash only" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cpd00159 L-Lactate JVTAAEKCZFNVCJ-REOHCLBHSA-M\n" - ] - } - ], - "source": [ - "for cpd in modelseed.find_compounds_by_inchi_key('JVTAAEKCZFNVCJ-REOHCLBHSA-M', True):\n", - " print(cpd, cpd.name, cpd.inchi_key)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cpd00221 D-Lactate JVTAAEKCZFNVCJ-UWTATZPHSA-M\n", - "cpd00159 L-Lactate JVTAAEKCZFNVCJ-REOHCLBHSA-M\n", - "cpd01022 Lactate JVTAAEKCZFNVCJ-UHFFFAOYSA-M\n" - ] - } - ], - "source": [ - "for cpd in modelseed.find_compounds_by_inchi_key('JVTAAEKCZFNVCJ-REOHCLBHSA-M', False):\n", - " print(cpd, cpd.name, cpd.inchi_key)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Reactions" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Fetch Reactions" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "rxn00148: cpd00002_0 + cpd00020_0 <=> cpd00008_0 + cpd00061_0 + cpd00067_0\n", - "ATP + Pyruvate <=> ADP + Phosphoenolpyruvate + H+\n" - ] - } - ], - "source": [ - "reaction_PYK = modelseed.reactions.rxn00148\n", - "print(reaction_PYK)\n", - "print(reaction_PYK.build_reaction_string(True))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Read Aliases" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Aliases dict_keys(['AlgaGEM', 'AraCyc', 'AraGEM', 'BiGG', 'BrachyCyc', 'ChlamyCyc', 'CornCyc', 'DF_Athaliana', 'EcoCyc', 'JM_Creinhardtii', 'JP_Creinhardtii_MSB', 'JP_Creinhardtii_NMeth', 'KEGG', 'MaizeCyc', 'Maize_C4GEM', 'MetaCyc', 'PlantCyc', 'PoplarCyc', 'RiceCyc', 'SorghumCyc', 'SoyCyc', 'TS_Athaliana', 'iAF1260', 'iAF692', 'iAG612', 'iAO358', 'iGT196', 'iIN800', 'iJN746', 'iJR904', 'iMA945', 'iMEO21', 'iMM904', 'iMO1053-PAO1', 'iMO1056', 'iND750', 'iNJ661', 'iPS189', 'iRR1083', 'iRS1563', 'iRS1597', 'iSB619', 'iSO783', 'iYO844', 'metanetx.reaction', 'rhea', 'ec-code'])\n", - "KEGG {'R00200'}\n", - "ec-code {'2.7.1.40'}\n" - ] - } - ], - "source": [ - "print('Aliases', reaction_PYK.annotation.keys())\n", - "print('KEGG', reaction_PYK.annotation['KEGG'])\n", - "print('ec-code', reaction_PYK.annotation['ec-code'])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Instantiate reaction \n", - "Instantiate database reaction to a template reaction with cytosol `c` assigned to token `0`" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Reaction identifierrxn00148_c
NameATP:pyruvate 2-O-phosphotransferase
Memory address0x7f5eb42f82e0
Stoichiometry\n", - "

cpd00002_c + cpd00020_c <=> cpd00008_c + cpd00061_c + cpd00067_c

\n", - "

ATP + Pyruvate <=> ADP + Phosphoenolpyruvate + H+

\n", - "
GPR
Lower bound-1000
Upper bound1000
\n", - " " - ], - "text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "template_PYK_cytosol = reaction_PYK.to_template_reaction({0: 'c'})\n", - "template_PYK_cytosol" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Random debug stuff ignore for now" - ] - }, - { - "cell_type": "code", - "execution_count": 153, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'id': 'rxa45615',\n", - " 'abbreviation': '',\n", - " 'name': 'rxa45615_c',\n", - " 'code': '(2.0) cpd00067[0] + (3.0) cpd00971[0] + (2.0) cpd11620[0] + (1.0) cpd08701[0] <=> (2.0) cpd00067[1] + (3.0) cpd00971[1] + (2.0) cpd11621[0] + (1.0) cpd08702[0]',\n", - " 'stoichiometry': '-2:cpd00067:0:0:H+;-3:cpd00971:0:0:Na+;-2:cpd11620:0:0:Reducedferredoxin;-1:cpd08701:0:0:Methanophenazine;2:cpd00067:1:0:H+;3:cpd00971:1:0:Na+;2:cpd11621:0:0:Oxidizedferredoxin;1:cpd08702:0:0:Dihydromethanophenazine',\n", - " 'is_transport': 0,\n", - " 'equation': '(2.0) cpd00067[0] + (3.0) cpd00971[0] + (2.0) cpd11620[0] + (1.0) cpd08701[0] <=> (2.0) cpd00067[1] + (3.0) cpd00971[1] + (2.0) cpd11621[0] + (1.0) cpd08702[0]',\n", - " 'definition': '(2.0) H+[0] + (3.0) Na+[0] + (2.0) Reducedferredoxin[0] + (1.0) Methanophenazine[0] <=> (2.0) H+[1] + (3.0) Na+[1] + (2.0) Oxidizedferredoxin[0] + (1.0) Dihydromethanophenazine[0]',\n", - " 'reversibility': '=',\n", - " 'direction': '=',\n", - " 'abstract_reaction': '',\n", - " 'pathways': '',\n", - " 'aliases': '',\n", - " 'ec_numbers': '',\n", - " 'deltag': 10000000.0,\n", - " 'deltagerr': 10000000.0,\n", - " 'compound_ids': 'cpd00003;cpd00004;cpd00067;cpd00971;cpd27757;cpd28082',\n", - " 'status': 'OK',\n", - " 'is_obsolete': 0,\n", - " 'linked_reaction': 'nan',\n", - " 'notes': 'GCP|EQP',\n", - " 'source': None}" - ] - }, - "execution_count": 153, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import math\n", - "from modelseedpy.core.msmodel import get_direction_from_constraints\n", - "eq_symbol = {'=': '<=>', '>': '=>', '<': '<='}\n", - "def to_biochem(template_reaction, compartments: dict, source=None):\n", - " direaction_symbol = get_direction_from_constraints(template_reaction.lower_bound, template_reaction.upper_bound)\n", - " data = {\n", - " 'id': template_reaction.reference_id,\n", - " 'abbreviation': '',\n", - " 'name': template_reaction.name,\n", - " 'code': '(1) cpd00003[0] + (1) cpd00971[0] + (2) cpd28082[0] <=> (1) cpd00004[0] + (1) cpd00971[1] + (2) cpd27757[0]',\n", - " 'stoichiometry': '-1:cpd00003:0:0:NAD;-1:cpd00067:0:0:H+;-1:cpd00971:0:0:Na+;-2:cpd28082:0:0:Reduced-ferredoxins;1:cpd00004:0:0:NADH;1:cpd00971:1:0:Na+;2:cpd27757:0:0:Oxidized-ferredoxins',\n", - " 'is_transport': 0,\n", - " 'equation': '(1) cpd00003[0] + (1) cpd00067[0] + (1) cpd00971[0] + (2) cpd28082[0] <=> (1) cpd00004[0] + (1) cpd00971[1] + (2) cpd27757[0]',\n", - " 'definition': '(1) NAD[0] + (1) H+[0] + (1) Na+[0] + (2) Reduced-ferredoxins[0] <=> (1) NADH[0] + (1) Na+[1] + (2) Oxidized-ferredoxins[0]',\n", - " 'reversibility': direaction_symbol,\n", - " 'direction': direaction_symbol,\n", - " 'abstract_reaction': '',\n", - " 'pathways': '',\n", - " 'aliases': '',\n", - " 'ec_numbers': '',\n", - " 'deltag': 10000000.0,\n", - " 'deltagerr': 10000000.0,\n", - " 'compound_ids': 'cpd00003;cpd00004;cpd00067;cpd00971;cpd27757;cpd28082',\n", - " 'status': 'OK',\n", - " 'is_obsolete': 0,\n", - " 'linked_reaction': 'nan',\n", - " 'notes': 'GCP|EQP',\n", - " 'source': source\n", - " }\n", - " lhs = list(filter(lambda x: x[1] < 0, template_reaction.metabolites.items()))\n", - " rhs = list(filter(lambda x: x[1] > 0, template_reaction.metabolites.items()))\n", - " map_code_lhs = list(map(lambda x: \"({}) {}[{}]\".format(math.fabs(x[1]), x[0].compound.id, compartments[x[0].compartment]), lhs))\n", - " map_code_rhs = list(map(lambda x: \"({}) {}[{}]\".format(math.fabs(x[1]), x[0].compound.id, compartments[x[0].compartment]), rhs))\n", - " map_name_lhs = map(lambda x: \"({}) {}[{}]\".format(math.fabs(x[1]), x[0].compound.name, compartments[x[0].compartment]), lhs)\n", - " map_name_rhs = map(lambda x: \"({}) {}[{}]\".format(math.fabs(x[1]), x[0].compound.name, compartments[x[0].compartment]), rhs)\n", - " map_stoich = map(lambda x: \"{}:{}:{}:{}:{}\".format(x[1], x[0].compound.id, compartments[x[0].compartment], 0, x[0].compound.name), template_reaction.metabolites.items())\n", - " data['stoichiometry'] = ';'.join(map_stoich)\n", - " data['code'] = \"{} <=> {}\".format(' + '.join(map_code_lhs), ' + '.join(map_code_rhs)).strip()\n", - " data['equation'] = \"{} {} {}\".format(' + '.join(map_code_lhs), eq_symbol[direaction_symbol], ' + '.join(map_code_rhs)).strip()\n", - " data['definition'] = \"{} {} {}\".format(' + '.join(map_name_lhs), eq_symbol[direaction_symbol], ' + '.join(map_name_rhs)).strip()\n", - " return data\n", - "to_biochem(template.reactions.rxa45615_c, {'c': 0, 'e': 1})" - ] - }, - { - "cell_type": "code", - "execution_count": 157, - "metadata": {}, - "outputs": [], - "source": [ - "extra_reactions = {}\n", - "extract_ids = ['sul00002_c', 'sul00003_c', 'sul00004_c', 'sul00008_c', 'sul00010_c', 'rxa45615_c']\n", - "for k in extract_ids:\n", - " res = to_biochem(template.reactions.get_by_id(k), {'c': 0, 'e': 1}, 'jose')\n", - " extra_reactions[res['id']] = res" - ] - }, - { - "cell_type": "code", - "execution_count": 159, - "metadata": {}, - "outputs": [], - "source": [ - "import json\n", - "with open('/Users/fliu/workspace/jupyter/python3/annotation-server/data/extra_reactions.json', 'w') as fh:\n", - " fh.write(json.dumps(extra_reactions))\n" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import modelseedpy" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Load the database object from local github repository\n", + "https://github.com/ModelSEED/ModelSEEDDatabase" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "database_path = '../../../ModelSEEDDatabase/'\n", + "modelseed = modelseedpy.biochem.from_local(database_path)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Compounds" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Fetch compounds" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Pyruvate\n", + "L-Lactate\n" + ] + } + ], + "source": [ + "cpd_pyruvate = modelseed.compounds.cpd00020\n", + "print(cpd_pyruvate.name)\n", + "cpd_lactate = modelseed.compounds.get_by_id('cpd00159')\n", + "print(cpd_lactate.name)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Read Aliases" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Aliases dict_keys(['AlgaGEM', 'AraCyc', 'AraGEM', 'BiGG', 'BiGG1', 'BrachyCyc', 'ChlamyCyc', 'CornCyc', 'DF_Athaliana', 'EcoCyc', 'JM_Creinhardtii', 'JP_Creinhardtii_MSB', 'JP_Creinhardtii_NMeth', 'KEGG', 'MaizeCyc', 'Maize_C4GEM', 'MetaCyc', 'PlantCyc', 'PoplarCyc', 'RiceCyc', 'SorghumCyc', 'SoyCyc', 'TS_Athaliana', 'iAF1260', 'iAF692', 'iAG612', 'iAO358', 'iAbaylyiv4', 'iGT196', 'iIN800', 'iIT341', 'iJN746', 'iJR904', 'iMA945', 'iMEO21', 'iMM904', 'iMO1053-PAO1', 'iMO1056', 'iND750', 'iNJ661', 'iPS189', 'iRR1083', 'iRS1563', 'iRS1597', 'iSB619', 'iSO783', 'iYO844', 'metanetx.chemical', 'SMILE', 'InChIKey', 'InChI'])\n", + "KEGG {'C00022'}\n" + ] + } + ], + "source": [ + "print('Aliases', cpd_pyruvate.annotation.keys())\n", + "print('KEGG', cpd_pyruvate.annotation['KEGG'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Read Structures" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "SMILES C[C@H](O)C(=O)[O-]\n", + "InChI InChI=1S/C3H6O3/c1-2(4)3(5)6/h2,4H,1H3,(H,5,6)/p-1/t2-/m0/s1\n", + "InChI Key JVTAAEKCZFNVCJ-REOHCLBHSA-M\n" + ] + } + ], + "source": [ + "print('SMILES', cpd_lactate.smiles)\n", + "print('InChI', cpd_lactate.inchi)\n", + "print('InChI Key', cpd_lactate.inchi_key)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Fetch by inchi key\n", + "`find_compounds_by_inchi_key(inchi_key, exact=True)` exact forces first and second key match `exact=False` searches by first inchi hash only" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cpd00159 L-Lactate JVTAAEKCZFNVCJ-REOHCLBHSA-M\n" + ] + } + ], + "source": [ + "for cpd in modelseed.find_compounds_by_inchi_key('JVTAAEKCZFNVCJ-REOHCLBHSA-M', True):\n", + " print(cpd, cpd.name, cpd.inchi_key)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cpd00221 D-Lactate JVTAAEKCZFNVCJ-UWTATZPHSA-M\n", + "cpd00159 L-Lactate JVTAAEKCZFNVCJ-REOHCLBHSA-M\n", + "cpd01022 Lactate JVTAAEKCZFNVCJ-UHFFFAOYSA-M\n" + ] + } + ], + "source": [ + "for cpd in modelseed.find_compounds_by_inchi_key('JVTAAEKCZFNVCJ-REOHCLBHSA-M', False):\n", + " print(cpd, cpd.name, cpd.inchi_key)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Reactions" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Fetch Reactions" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "rxn00148: cpd00002_0 + cpd00020_0 <=> cpd00008_0 + cpd00061_0 + cpd00067_0\n", + "ATP + Pyruvate <=> ADP + Phosphoenolpyruvate + H+\n" + ] + } + ], + "source": [ + "reaction_PYK = modelseed.reactions.rxn00148\n", + "print(reaction_PYK)\n", + "print(reaction_PYK.build_reaction_string(True))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Read Aliases" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Aliases dict_keys(['AlgaGEM', 'AraCyc', 'AraGEM', 'BiGG', 'BrachyCyc', 'ChlamyCyc', 'CornCyc', 'DF_Athaliana', 'EcoCyc', 'JM_Creinhardtii', 'JP_Creinhardtii_MSB', 'JP_Creinhardtii_NMeth', 'KEGG', 'MaizeCyc', 'Maize_C4GEM', 'MetaCyc', 'PlantCyc', 'PoplarCyc', 'RiceCyc', 'SorghumCyc', 'SoyCyc', 'TS_Athaliana', 'iAF1260', 'iAF692', 'iAG612', 'iAO358', 'iGT196', 'iIN800', 'iJN746', 'iJR904', 'iMA945', 'iMEO21', 'iMM904', 'iMO1053-PAO1', 'iMO1056', 'iND750', 'iNJ661', 'iPS189', 'iRR1083', 'iRS1563', 'iRS1597', 'iSB619', 'iSO783', 'iYO844', 'metanetx.reaction', 'rhea', 'ec-code'])\n", + "KEGG {'R00200'}\n", + "ec-code {'2.7.1.40'}\n" + ] + } + ], + "source": [ + "print('Aliases', reaction_PYK.annotation.keys())\n", + "print('KEGG', reaction_PYK.annotation['KEGG'])\n", + "print('ec-code', reaction_PYK.annotation['ec-code'])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Instantiate reaction \n", + "Instantiate database reaction to a template reaction with cytosol `c` assigned to token `0`" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Reaction identifierrxn00148_c
NameATP:pyruvate 2-O-phosphotransferase
Memory address0x7f5eb42f82e0
Stoichiometry\n", + "

cpd00002_c + cpd00020_c <=> cpd00008_c + cpd00061_c + cpd00067_c

\n", + "

ATP + Pyruvate <=> ADP + Phosphoenolpyruvate + H+

\n", + "
GPR
Lower bound-1000
Upper bound1000
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "template_PYK_cytosol = reaction_PYK.to_template_reaction({0: 'c'})\n", + "template_PYK_cytosol" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Random debug stuff ignore for now" + ] + }, + { + "cell_type": "code", + "execution_count": 153, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'id': 'rxa45615',\n", + " 'abbreviation': '',\n", + " 'name': 'rxa45615_c',\n", + " 'code': '(2.0) cpd00067[0] + (3.0) cpd00971[0] + (2.0) cpd11620[0] + (1.0) cpd08701[0] <=> (2.0) cpd00067[1] + (3.0) cpd00971[1] + (2.0) cpd11621[0] + (1.0) cpd08702[0]',\n", + " 'stoichiometry': '-2:cpd00067:0:0:H+;-3:cpd00971:0:0:Na+;-2:cpd11620:0:0:Reducedferredoxin;-1:cpd08701:0:0:Methanophenazine;2:cpd00067:1:0:H+;3:cpd00971:1:0:Na+;2:cpd11621:0:0:Oxidizedferredoxin;1:cpd08702:0:0:Dihydromethanophenazine',\n", + " 'is_transport': 0,\n", + " 'equation': '(2.0) cpd00067[0] + (3.0) cpd00971[0] + (2.0) cpd11620[0] + (1.0) cpd08701[0] <=> (2.0) cpd00067[1] + (3.0) cpd00971[1] + (2.0) cpd11621[0] + (1.0) cpd08702[0]',\n", + " 'definition': '(2.0) H+[0] + (3.0) Na+[0] + (2.0) Reducedferredoxin[0] + (1.0) Methanophenazine[0] <=> (2.0) H+[1] + (3.0) Na+[1] + (2.0) Oxidizedferredoxin[0] + (1.0) Dihydromethanophenazine[0]',\n", + " 'reversibility': '=',\n", + " 'direction': '=',\n", + " 'abstract_reaction': '',\n", + " 'pathways': '',\n", + " 'aliases': '',\n", + " 'ec_numbers': '',\n", + " 'deltag': 10000000.0,\n", + " 'deltagerr': 10000000.0,\n", + " 'compound_ids': 'cpd00003;cpd00004;cpd00067;cpd00971;cpd27757;cpd28082',\n", + " 'status': 'OK',\n", + " 'is_obsolete': 0,\n", + " 'linked_reaction': 'nan',\n", + " 'notes': 'GCP|EQP',\n", + " 'source': None}" + ] + }, + "execution_count": 153, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import math\n", + "from modelseedpy.core.msmodel import get_direction_from_constraints\n", + "eq_symbol = {'=': '<=>', '>': '=>', '<': '<='}\n", + "def to_biochem(template_reaction, compartments: dict, source=None):\n", + " direaction_symbol = get_direction_from_constraints(template_reaction.lower_bound, template_reaction.upper_bound)\n", + " data = {\n", + " 'id': template_reaction.reference_id,\n", + " 'abbreviation': '',\n", + " 'name': template_reaction.name,\n", + " 'code': '(1) cpd00003[0] + (1) cpd00971[0] + (2) cpd28082[0] <=> (1) cpd00004[0] + (1) cpd00971[1] + (2) cpd27757[0]',\n", + " 'stoichiometry': '-1:cpd00003:0:0:NAD;-1:cpd00067:0:0:H+;-1:cpd00971:0:0:Na+;-2:cpd28082:0:0:Reduced-ferredoxins;1:cpd00004:0:0:NADH;1:cpd00971:1:0:Na+;2:cpd27757:0:0:Oxidized-ferredoxins',\n", + " 'is_transport': 0,\n", + " 'equation': '(1) cpd00003[0] + (1) cpd00067[0] + (1) cpd00971[0] + (2) cpd28082[0] <=> (1) cpd00004[0] + (1) cpd00971[1] + (2) cpd27757[0]',\n", + " 'definition': '(1) NAD[0] + (1) H+[0] + (1) Na+[0] + (2) Reduced-ferredoxins[0] <=> (1) NADH[0] + (1) Na+[1] + (2) Oxidized-ferredoxins[0]',\n", + " 'reversibility': direaction_symbol,\n", + " 'direction': direaction_symbol,\n", + " 'abstract_reaction': '',\n", + " 'pathways': '',\n", + " 'aliases': '',\n", + " 'ec_numbers': '',\n", + " 'deltag': 10000000.0,\n", + " 'deltagerr': 10000000.0,\n", + " 'compound_ids': 'cpd00003;cpd00004;cpd00067;cpd00971;cpd27757;cpd28082',\n", + " 'status': 'OK',\n", + " 'is_obsolete': 0,\n", + " 'linked_reaction': 'nan',\n", + " 'notes': 'GCP|EQP',\n", + " 'source': source\n", + " }\n", + " lhs = list(filter(lambda x: x[1] < 0, template_reaction.metabolites.items()))\n", + " rhs = list(filter(lambda x: x[1] > 0, template_reaction.metabolites.items()))\n", + " map_code_lhs = list(map(lambda x: \"({}) {}[{}]\".format(math.fabs(x[1]), x[0].compound.id, compartments[x[0].compartment]), lhs))\n", + " map_code_rhs = list(map(lambda x: \"({}) {}[{}]\".format(math.fabs(x[1]), x[0].compound.id, compartments[x[0].compartment]), rhs))\n", + " map_name_lhs = map(lambda x: \"({}) {}[{}]\".format(math.fabs(x[1]), x[0].compound.name, compartments[x[0].compartment]), lhs)\n", + " map_name_rhs = map(lambda x: \"({}) {}[{}]\".format(math.fabs(x[1]), x[0].compound.name, compartments[x[0].compartment]), rhs)\n", + " map_stoich = map(lambda x: \"{}:{}:{}:{}:{}\".format(x[1], x[0].compound.id, compartments[x[0].compartment], 0, x[0].compound.name), template_reaction.metabolites.items())\n", + " data['stoichiometry'] = ';'.join(map_stoich)\n", + " data['code'] = \"{} <=> {}\".format(' + '.join(map_code_lhs), ' + '.join(map_code_rhs)).strip()\n", + " data['equation'] = \"{} {} {}\".format(' + '.join(map_code_lhs), eq_symbol[direaction_symbol], ' + '.join(map_code_rhs)).strip()\n", + " data['definition'] = \"{} {} {}\".format(' + '.join(map_name_lhs), eq_symbol[direaction_symbol], ' + '.join(map_name_rhs)).strip()\n", + " return data\n", + "to_biochem(template.reactions.rxa45615_c, {'c': 0, 'e': 1})" + ] + }, + { + "cell_type": "code", + "execution_count": 157, + "metadata": {}, + "outputs": [], + "source": [ + "extra_reactions = {}\n", + "extract_ids = ['sul00002_c', 'sul00003_c', 'sul00004_c', 'sul00008_c', 'sul00010_c', 'rxa45615_c']\n", + "for k in extract_ids:\n", + " res = to_biochem(template.reactions.get_by_id(k), {'c': 0, 'e': 1}, 'jose')\n", + " extra_reactions[res['id']] = res" + ] + }, + { + "cell_type": "code", + "execution_count": 159, + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "with open('/Users/fliu/workspace/jupyter/python3/annotation-server/data/extra_reactions.json', 'w') as fh:\n", + " fh.write(json.dumps(extra_reactions))\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Others/CustomBuilder.ipynb b/examples/Others/CustomBuilder.ipynb new file mode 100644 index 00000000..2b45c261 --- /dev/null +++ b/examples/Others/CustomBuilder.ipynb @@ -0,0 +1,6295 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "modelseedpy 0.4.2\n" + ] + } + ], + "source": [ + "import os\n", + "import modelseedpy" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "genome = modelseedpy.MSGenome.from_fasta('../Model Reconstruction/GCF_000005845.2_ASM584v2_protein.faa')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "import json\n", + "if os.path.exists('../ecoli_rast.json'):\n", + " with open('../ecoli_rast.json', 'r') as fh:\n", + " genome_annotation = json.load(fh)\n", + " for f in genome.features:\n", + " f.ontology_terms = {}\n", + " for s in genome_annotation.get(f.id, []):\n", + " f.add_ontology_term('RAST', s)\n", + "else:\n", + " from modelseedpy import RastClient\n", + " rast = RastClient()\n", + " res = rast.annotate_genome(genome)\n", + " genome_annotation = {f.id:list(f.ontology_terms.get('RAST', [])) for f in genome.features}\n", + " with open('../ecoli_rast.json', 'w') as fh:\n", + " fh.write(json.dumps(genome_annotation))" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
KNeighborsClassifier(weights='distance')
In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook.
On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.
" + ], + "text/plain": [ + "KNeighborsClassifier(weights='distance')" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from modelseedpy.core.mspredict import MSPredict\n", + "mspredict = MSPredict()\n", + "mspredict.genome_classifier.model" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "MSGenomeClass.N\n" + ] + } + ], + "source": [ + "genome_class = mspredict.predict(genome)\n", + "print(genome_class)\n", + "template_core, template_genome_scale = mspredict.auto_select_template(genome_class)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy import MSBuilder\n", + "builder = MSBuilder(genome, template=template_genome_scale, name='ecoli')" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "scrolled": true + }, 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True False\n", + "0 True False\n", + "0 True False\n", + "0 True False\n", + "0 True False\n", + "0 True False\n", + "0 True False\n", + "0 True False\n", + "0 True False\n", + "0 True False\n", + "0 True False\n", + "0 True False\n", + "0 True False\n", + "0 True False\n", + "0 True False\n", + "0 True False\n", + "0 True False\n", + "0 True False\n", + "0 True False\n", + "1 True True\n", + "1 True True\n", + "0 True False\n", + "0 True False\n", + "0 True False\n", + "1 True True\n", + "0 True False\n", + "1 True True\n", + "0 True False\n", + "0 True False\n", + "0 True False\n", + "0 True False\n", + "1 True True\n", + "1 True True\n", + "0 True False\n", + "0 True False\n", + "0 True False\n", + "0 True False\n", + "0 True False\n", + "1 True True\n" + ] + } + ], + "source": [ + "model_base = builder.build('ecoli', annotate_with_rast=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy import MSBuilder, MSATPCorrection, MSMedia, MSGapfill" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'D:\\\\opt\\\\python\\\\env\\\\modelseed\\\\Lib\\\\site-packages\\\\modelseedpy\\\\core\\\\msatpcorrection.py'" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [], + "source": [ + "import os.path as _path\n", + "import pandas as pd\n", + "from modelseedpy.core.msatpcorrection import min_gap\n", + "current_file_path = _path.dirname(_path.abspath(modelseedpy.core.msatpcorrection.__file__))\n", + "default_media_path = f\"{current_file_path}/../data/atp_medias.tsv\"\n", + "if os.path.exists(default_media_path):\n", + " medias = pd.read_csv(default_media_path, sep=\"\\t\", index_col=0).to_dict()\n", + "def load_default_medias(medias):\n", + " res = []\n", + " for media_id in medias:\n", + " #print(media_id)\n", + " media_d = {}\n", + " for exchange, v in medias[media_id].items():\n", + " if v > 0:\n", + " k = exchange.split(\"_\")[1]\n", + " media_d[k] = v\n", + " media_d[\"cpd00001\"] = 1000\n", + " media_d[\"cpd00067\"] = 1000\n", + " media = MSMedia.from_dict(media_d)\n", + " media.id = media_id\n", + " media.name = media_id\n", + " min_obj = 0.01\n", + " res.append([media, min_gap.get(media.id, min_obj)])\n", + " return res\n", + "medias_atp = load_default_medias(medias)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Ignoring reaction 'rxn00062_c0' since it already exists.\n" + ] + } + ], + "source": [ + "atp_correction = MSATPCorrection(model_base, template_core, atp_medias=medias_atp, load_default_medias=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "No gapfilling solution found before filtering for Ac.O2 activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Etho.O2 activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Pyr.O2 activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Akg.O2 activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Dlac.O2 activating rxn00062_c0\n", + "No gapfilling solution found before filtering for For.O2 activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Ac activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Etho activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Pyr activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Glyc activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Succ activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Akg activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Dlac activating rxn00062_c0\n", + "No gapfilling solution found before filtering for For activating rxn00062_c0\n", + "No gapfilling solution found before filtering for mal-L activating rxn00062_c0\n", + "No gapfilling solution found before filtering for For.NO2 activating rxn00062_c0\n", + "No gapfilling solution found before filtering for For.NO3 activating rxn00062_c0\n", + "No gapfilling solution found before filtering for For.NO activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Pyr.NO2 activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Pyr.NO3 activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Pyr.NO activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Ac.NO2 activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Ac.NO3 activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Ac.NO activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Pyr.DMSO activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Pyr.TMAO activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Pyr.SO4 activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Pyr.SO3 activating rxn00062_c0\n", + "No gapfilling solution found before filtering for H2.CO2 activating rxn00062_c0\n", + "No gapfilling solution found before filtering for H2.Ac activating rxn00062_c0\n", + "No gapfilling solution found before filtering for For.SO4.H2 activating rxn00062_c0\n", + "No gapfilling solution found before filtering for For.SO4 activating rxn00062_c0\n", + "No gapfilling solution found before filtering for H2.SO4 activating rxn00062_c0\n", + "No gapfilling solution found before filtering for empty activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Light activating rxn00062_c0\n", + "No gapfilling solution found before filtering for ANME activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Methane activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Methanol activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Methanol.H2 activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Methanamine.H2 activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Dimethylamine.H2 activating rxn00062_c0\n", + "No gapfilling solution found before filtering for Trimethylamine.H2 activating rxn00062_c0\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn08475_c0: cpd10515_c0 --> cpd10515_e0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn07979_c0: cpd15371_c0 --> cpd00001_c0 + cpd15572_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn08935_c0: cpd00001_c0 + cpd01329_c0 --> cpd00027_c0 + cpd15495_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn01363_c0: cpd00003_c0 + cpd00248_c0 --> cpd00004_c0 + cpd00067_c0 + cpd00699_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn00469_c0: cpd00001_c0 + cpd00342_c0 --> cpd00029_c0 + cpd00064_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn03917_c0: cpd00238_c0 --> cpd04918_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn02804_c0: cpd00022_c0 + cpd01695_c0 --> cpd00010_c0 + cpd03114_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn05005_c0: cpd00017_c0 + cpd00774_c0 --> cpd00019_c0 + cpd00067_c0 + cpd11206_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn02939_c0: cpd00003_c0 + cpd02147_c0 --> cpd00004_c0 + cpd00067_c0 + cpd03606_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn09315_c0: cpd00067_c0 + cpd00811_c0 + cpd15353_c0 --> cpd00001_c0 + cpd00441_c0 + cpd15352_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn00283_c0: cpd00035_c0 --> cpd00117_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn03962_c0: cpd00006_c0 + cpd00272_c0 --> cpd00005_c0 + cpd00067_c0 + cpd00900_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn05373_c0: cpd11509_c0 --> cpd00001_c0 + cpd11510_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn00184_c0: cpd00001_c0 + cpd00006_c0 + cpd00023_c0 --> cpd00005_c0 + cpd00013_c0 + cpd00024_c0 + cpd00067_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn08918_c0: cpd11421_c0 + cpd15498_c0 --> cpd00001_c0 + cpd00060_c0 + cpd11420_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn08851_c0: cpd00001_c0 + cpd15349_c0 --> cpd00067_c0 + cpd02090_c0 + cpd15269_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn05330_c0: cpd11479_c0 --> cpd00001_c0 + cpd11473_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn02155_c0: cpd00002_c0 + cpd00873_c0 --> cpd00012_c0 + cpd00638_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn05339_c0: cpd00006_c0 + cpd11478_c0 --> cpd00005_c0 + cpd11488_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn09039_c0: cpd00017_c0 + cpd15359_c0 --> cpd00019_c0 + cpd00067_c0 + cpd15361_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn05484_c0: cpd00067_e0 + cpd00142_e0 --> cpd00067_c0 + cpd00142_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn10313_c0: 24 cpd00037_c0 + cpd15752_c0 --> 24 cpd00014_c0 + cpd15770_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn08813_c0: cpd00001_c0 + cpd15321_c0 --> cpd00067_c0 + cpd00214_c0 + cpd02090_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn05683_c0: cpd00067_e0 + cpd00211_e0 --> cpd00067_c0 + cpd00211_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn03247_c0: cpd03120_c0 --> cpd00001_c0 + cpd03130_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn03146_c0: cpd00001_c0 + cpd02886_c0 --> cpd00029_c0 + cpd03584_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn02789_c0: cpd01646_c0 --> cpd00001_c0 + cpd01710_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn01370_c0: cpd00241_c0 + cpd00249_c0 --> cpd00067_c0 + cpd00091_c0 + cpd00295_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn01506_c0: cpd00293_c0 --> cpd02612_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn02102_c0: cpd00003_c0 + cpd00465_c0 --> cpd00004_c0 + cpd00067_c0 + cpd00596_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn10257_c0: cpd00002_c0 + cpd15705_c0 --> cpd00008_c0 + cpd15681_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn03933_c0: cpd00037_c0 + cpd02948_c0 --> cpd00014_c0 + cpd03491_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn08943_c0: cpd00009_c0 + cpd15494_c0 --> cpd00089_c0 + cpd01329_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn05342_c0: cpd00006_c0 + cpd11484_c0 --> cpd00005_c0 + cpd11491_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn08123_c0: cpd00001_c0 + cpd15400_c0 --> cpd15386_c0 + cpd15399_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn09110_c0: cpd00080_c0 + cpd15422_c0 --> cpd00046_c0 + cpd15544_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn05349_c0: cpd00022_c0 + cpd11493_c0 --> cpd00010_c0 + cpd11494_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn09214_c0: cpd00064_c0 + cpd00118_e0 --> cpd00064_e0 + cpd00118_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn07439_c0: cpd00001_c0 + cpd00060_c0 + cpd11420_c0 --> cpd11421_c0 + cpd14720_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn01986_c0: cpd00509_c0 --> cpd00510_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn02200_c0: cpd00443_c0 + cpd00954_c0 --> cpd00001_c0 + cpd00683_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn05108_c0: cpd00023_c0 + cpd00869_c0 --> cpd00024_c0 + cpd00060_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn00358_c0: cpd00043_c0 --> cpd02338_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn02321_c0: cpd00808_c0 --> cpd02100_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn08854_c0: cpd00039_e0 + cpd00067_e0 --> cpd00039_c0 + cpd00067_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn02263_c0: cpd00751_c0 --> cpd01186_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn01646_c0: cpd00009_c0 + cpd02016_c0 --> cpd00067_c0 + cpd00133_c0 + cpd00475_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn03243_c0: cpd00022_c0 + cpd03128_c0 --> cpd00010_c0 + cpd03117_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn01302_c0: cpd00006_c0 + cpd00227_c0 --> cpd00005_c0 + cpd00067_c0 + cpd00346_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn02346_c0: cpd00020_c0 + cpd00843_c0 --> cpd02439_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn00223_c0: cpd00027_c0 --> cpd00082_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn00784_c0: cpd00510_c0 --> cpd00071_c0 + cpd00102_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn06934_c0: cpd01171_c0 + cpd12508_c0 --> cpd03752_c0 + cpd11712_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn08531_c0: cpd15559_c0 --> cpd15466_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn00328_c0: cpd00830_c0 --> cpd00020_c0 + cpd00040_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn02285_c0: cpd00006_c0 + cpd00773_c0 --> cpd00005_c0 + cpd00067_c0 + cpd02820_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn03087_c0: cpd00024_c0 + cpd02698_c0 --> cpd00023_c0 + cpd02724_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn05394_c0: cpd11530_c0 --> cpd00001_c0 + cpd11531_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn05663_c0: cpd00065_e0 + cpd00067_e0 --> cpd00065_c0 + cpd00067_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn00559_c0: cpd00235_c0 --> cpd00072_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn08848_c0: cpd00001_c0 + cpd15346_c0 --> cpd00067_c0 + cpd00214_c0 + cpd02090_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn01987_c0: cpd00008_c0 + cpd00067_c0 + cpd00510_c0 --> cpd00002_c0 + cpd01242_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn03538_c0: cpd03423_c0 + cpd03920_c0 --> cpd00067_c0 + cpd00126_c0 + cpd00166_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn07466_c0: cpd00001_c0 + cpd00731_c0 --> 2 cpd00117_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn01314_c0: cpd00005_c0 + cpd00067_c0 + cpd00231_c0 --> cpd00006_c0 + cpd00233_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn09193_c0: cpd00129_c0 --> cpd00129_e0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn08806_c0: cpd00001_c0 + cpd15316_c0 --> cpd00067_c0 + cpd00214_c0 + cpd00908_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn01366_c0: cpd00009_c0 + cpd00249_c0 --> cpd00092_c0 + cpd00475_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn05579_c0: cpd00067_e0 + cpd00540_e0 --> cpd00067_c0 + cpd00540_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn10163_c0: cpd00067_e0 + cpd03847_e0 --> cpd00067_c0 + cpd03847_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn05572_c0: cpd00067_e0 + cpd00609_e0 --> cpd00067_c0 + cpd00609_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn01647_c0: cpd00009_c0 + cpd03471_c0 --> cpd00067_c0 + cpd00218_c0 + cpd00475_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn08241_c0: cpd00149_c0 --> cpd00149_e0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn00260_c0: cpd00024_c0 + cpd00041_c0 --> cpd00023_c0 + cpd00032_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn08023_c0: cpd15454_c0 + cpd15581_c0 --> cpd00297_c0 + cpd15582_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn05204_c0: cpd00067_e0 + cpd00311_e0 --> cpd00067_c0 + cpd00311_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn02803_c0: cpd00015_c0 + cpd00067_c0 + cpd01695_c0 --> cpd00982_c0 + cpd03127_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn08234_c0: cpd00099_c0 --> cpd00099_e0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn00817_c0: cpd00001_c0 + cpd03198_c0 --> cpd00027_c0 + cpd00108_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn03856_c0: cpd00003_c0 + cpd03752_c0 --> cpd00004_c0 + cpd00067_c0 + cpd00805_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn05652_c0: cpd00067_e0 + cpd00264_c0 --> cpd00067_c0 + cpd00264_e0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn08354_c0: cpd08021_c0 + cpd15499_c0 --> cpd00001_c0 + cpd00450_c0 + cpd15500_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn03136_c0: cpd02921_c0 --> cpd00067_c0 + cpd00106_c0 + cpd02851_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn00540_c0: cpd00020_c0 + cpd00071_c0 --> cpd02258_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn08810_c0: cpd00001_c0 + cpd15318_c0 --> cpd00067_c0 + cpd01741_c0 + cpd02090_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n", + "D:\\opt\\python\\env\\modelseed\\Lib\\site-packages\\cobra\\core\\model.py:787: UserWarning: rxn01652_c0: cpd00001_c0 + cpd00347_c0 --> cpd00067_c0 + cpd02197_c0 not in ecoli\n", + " warn(f\"{reaction} not in {self}\")\n" + ] + } + ], + "source": [ + "test = atp_correction.run_atp_correction()" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[{'media': ,\n", + " 'is_max_threshold': True,\n", + " 'threshold': 1e-05,\n", + " 'objective': 'rxn00062_c0'},\n", + " {'media': ,\n", + " 'is_max_threshold': True,\n", + " 'threshold': 2.0000000000000018,\n", + " 'objective': 'rxn00062_c0'},\n", + " {'media': ,\n", + " 'is_max_threshold': True,\n", + " 'threshold': 1.200000000000001,\n", + " 'objective': 'rxn00062_c0'},\n", + " {'media': ,\n", + " 'is_max_threshold': True,\n", + " 'threshold': 1.200000000000001,\n", + " 'objective': 'rxn00062_c0'}]" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "test" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "for rxn_id in rxn_gpr:\n", + " for cpx_id in rxn_gpr[rxn_id]:\n", + " template_cpx = template_genome_scale.complexes.get_by_id(cpx_id)\n", + " n_trig = 0\n", + " for role, (trig, optional) in template_cpx.roles.items():\n", + " if role.id in rxn_gpr[rxn_id][cpx_id]:\n", + " if trig:\n", + " n_trig += 1\n", + " if n_trig < 1:\n", + " print(rxn_id, '!!', cpx_id)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'ftr01607': {'NP_414684.1'}}" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rxn_gpr[rxn_id][cpx_id]" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy.core.mstemplate import MSTemplate, NewModelTemplateComplex, NewModelTemplateRole\n", + "from modelseedpy.core.mstemplate import MSTemplateSpecies, MSTemplateReaction, MSTemplateMetabolite\n", + "template_test = MSTemplate('test')\n", + "template_cpx = NewModelTemplateComplex(\"cpx_test1\", \"Test Complex\")\n", + "template_cpx.add_role(NewModelTemplateRole('role_t', 'role_trig'), triggering=True)\n", + "template_cpx.add_role(NewModelTemplateRole('role_o', 'role_opt'), triggering=False)\n", + "template_test.add_complexes([template_cpx])\n", + "\n", + "template_cpd = MSTemplateMetabolite('cpd1')\n", + "template_spi_e = MSTemplateSpecies('cpd1_e', 0, 'e', 'cpd1')\n", + "template_spi_c = MSTemplateSpecies('cpd1_c', 0, 'c', 'cpd1')\n", + "template_test.add_compounds([template_cpd])\n", + "template_test.add_comp_compounds([template_spi_e, template_spi_c])\n", + "\n", + "template_rxn = MSTemplateReaction('rxn1', 'rxn1')\n", + "template_rxn.add_metabolites({\n", + " template_test.compcompounds.cpd1_e: -1,\n", + " template_test.compcompounds.cpd1_c: 1\n", + "})\n", + "template_rxn.add_complexes([template_test.complexes.cpx_test1])\n", + "template_test.add_reactions([template_rxn])" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy.core.msgenome import MSGenome, MSFeature\n", + "feature_t = MSFeature(\"feature_t\", \"MKV\")\n", + "feature_t.add_ontology_term('RAST', 'role_trig')\n", + "feature_o = MSFeature(\"feature_o\", \"MKV\")\n", + "feature_o.add_ontology_term('RAST', 'role_opt')\n", + "genome1 = MSGenome()\n", + "genome1.add_features([feature_t, feature_o])\n", + "genome2 = MSGenome()\n", + "genome2.add_features([feature_t])\n", + "genome3 = MSGenome()\n", + "genome3.add_features([feature_o])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy import MSBuilder\n", + "builder1 = MSBuilder(genome1, template=template_test, name='test1')\n", + "builder2 = MSBuilder(genome2, template=template_test, name='test2')\n", + "builder3 = MSBuilder(genome3, template=template_test, name='test3')" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1 True True\n", + "1 True True\n", + "0 True False\n" + ] + } + ], + "source": [ + "grp1 = builder1.generate_reaction_complex_sets()\n", + "grp2 = builder2.generate_reaction_complex_sets()\n", + "grp3 = builder3.generate_reaction_complex_sets()" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 69, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'rxn1': {'cpx_test1': {'role_t': {'feature_t'}, 'role_o': {'feature_o'}}}}" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grp1" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'rxn1': {'cpx_test1': {'role_t': {'feature_t'}}}}" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grp2" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{}" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "grp3" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 84, + "metadata": {}, + "outputs": [], + "source": [ + "match_complex = builder3._get_template_reaction_complexes(template_test.reactions.rxn1)" + ] + }, + { + "cell_type": "code", + "execution_count": 83, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'cpx_test1': {'role_o': {'feature_o'}}}" + ] + }, + "execution_count": 83, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "builder3._build_reaction_complex_gpr_sets2(builder3._get_template_reaction_complexes(template_test.reactions.rxn1))" + ] + }, + { + "cell_type": "code", + "execution_count": 88, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'cpx_test1': {'role_t': ['roletrig', True, False, set()],\n", + " 'role_o': ['roleopt', False, False, {'feature_o'}]}}" + ] + }, + "execution_count": 88, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "match_complex" + ] + }, + { + "cell_type": "code", + "execution_count": 120, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "def _build_reaction_complex_gpr_sets2(\n", + " match_complex, allow_incomplete_complexes=True\n", + "):\n", + " complexes = {}\n", + " for cpx_id, cpx_roles in match_complex.items():\n", + " #print(cpx_id, cpx_roles)\n", + " complete = True\n", + " trig_roles = {}\n", + " roles = set()\n", + " role_genes = {}\n", + " for role_id, [role_name, trig, opt, feature_ids] in cpx_roles.items():\n", + " t = match_complex[cpx_id][role_id]\n", + " if trig and len(feature_ids) == 0:\n", + " complete = False\n", + " if trig and len(feature_ids) > 0:\n", + " trig_roles[role_id] = t[3]\n", + " #complete &= len(t[3]) > 0 or not t[1] or t[2]\n", + " if len(feature_ids) > 0:\n", + " roles.add(role_id)\n", + " role_genes[role_id] = t[3]\n", + " # print(cpx_id, complete, roles)\n", + " print(len(trig_roles), allow_incomplete_complexes, complete)\n", + " if len(trig_roles) > 0 and (allow_incomplete_complexes or complete):\n", + " complexes[cpx_id] = {}\n", + " for role_id in role_genes:\n", + " complexes[cpx_id][role_id] = role_genes[role_id]\n", + " # print(role_id, role_genes[role_id])\n", + " #print(complete, len(trig_roles) > 0)\n", + " return complexes\n" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1 True True\n", + "{'cpx_test1': {'role_t': {'feature_t'}, 'role_o': {'feature_o'}}}\n", + "1 True True\n", + "{'cpx_test1': {'role_t': {'feature_t'}}}\n", + "0 True False\n", + "{}\n" + ] + } + ], + "source": [ + "print(_build_reaction_complex_gpr_sets2(builder1._get_template_reaction_complexes(template_test.reactions.rxn1)))\n", + "print(_build_reaction_complex_gpr_sets2(builder2._get_template_reaction_complexes(template_test.reactions.rxn1)))\n", + "print(_build_reaction_complex_gpr_sets2(builder3._get_template_reaction_complexes(template_test.reactions.rxn1)))" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1 False True\n", + "{'cpx_test1': {'role_t': {'feature_t'}, 'role_o': {'feature_o'}}}\n", + "1 False True\n", + "{'cpx_test1': {'role_t': {'feature_t'}}}\n", + "0 False False\n", + "{}\n" + ] + } + ], + "source": [ + "print(_build_reaction_complex_gpr_sets2(builder1._get_template_reaction_complexes(template_test.reactions.rxn1), False))\n", + "print(_build_reaction_complex_gpr_sets2(builder2._get_template_reaction_complexes(template_test.reactions.rxn1), False))\n", + "print(_build_reaction_complex_gpr_sets2(builder3._get_template_reaction_complexes(template_test.reactions.rxn1), False))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "modelseed", + "language": "python", + "name": "modelseed" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.0" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Others/DownloadFromShock.ipynb b/examples/Others/DownloadFromShock.ipynb index 67691c4f..98ab122f 100644 --- a/examples/Others/DownloadFromShock.ipynb +++ b/examples/Others/DownloadFromShock.ipynb @@ -1,131 +1,131 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "import errno\n", - "import json\n", - "import sys\n", - "import requests\n", - "from cobrakbase.AbstractHandleClient import AbstractHandle as HandleService" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "class ShockException(Exception):\n", - " pass\n", - "\n", - "def download_file_from_kbase(\n", - " token,\n", - " file_id,\n", - " file_path,\n", - " is_handle_ref = 1,\n", - " handle_url = \"https://kbase.us/services/handle_service\",\n", - " shock_url = \"https://kbase.us/services/shock-api\",\n", - "):\n", - " headers = {'Authorization': 'OAuth ' + token} \n", - " \n", - " if is_handle_ref == 1:\n", - " hs = HandleService(handle_url, token=token)\n", - " handles = hs.hids_to_handles([file_id])\n", - " file_id = handles[0]['id']\n", - " \n", - " try:\n", - " os.makedirs(file_path)\n", - " except OSError as exc:\n", - " if exc.errno == errno.EEXIST and os.path.isdir(file_path):\n", - " pass\n", - " else:\n", - " raise\n", - " \n", - " node_url = shock_url + '/node/' + file_id\n", - " r = requests.get(node_url, headers=headers, allow_redirects=True)\n", - " \n", - " if not r.ok:\n", - " errtxt = ('Error downloading file from shock ' +\n", - " 'node {}: ').format(file_id)\n", - " try:\n", - " err = json.loads(response.content)['error'][0]\n", - " except Exception:\n", - " # this means shock is down or not responding.\n", - " log(\"Couldn't parse response error content from Shock: \" +\n", - " response.content)\n", - " response.raise_for_status()\n", - " raise ShockException(errtxt + str(err))\n", - " \n", - " resp_obj = r.json()\n", - " size = resp_obj['data']['file']['size']\n", - " if not size:\n", - " raise ShockException('Node {} has no file'.format(shock_id))\n", - " \n", - " node_file_name = resp_obj['data']['file']['name']\n", - " attributes = resp_obj['data']['attributes']\n", - " if os.path.isdir(file_path):\n", - " file_path = os.path.join(file_path, node_file_name)\n", - " with open(file_path, 'wb') as fhandle:\n", - " with requests.get(node_url + '?download_raw', stream=True,headers=headers, allow_redirects=True) as r:\n", - " if not r.ok:\n", - " errtxt = ('Error downloading file from shock ' +\n", - " 'node {}: ').format(file_id)\n", - " try:\n", - " err = json.loads(response.content)['error'][0]\n", - " except Exception:\n", - " # this means shock is down or not responding.\n", - " log(\"Couldn't parse response error content from Shock: \" +\n", - " response.content)\n", - " response.raise_for_status()\n", - " raise ShockException(errtxt + str(err))\n", - " for chunk in r.iter_content(1024):\n", - " if not chunk:\n", - " break\n", - " fhandle.write(chunk)\n", - " return file_path" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "print(download_file_from_kbase(\"\",file_id = \"KBH_5023369\",file_path = \"/Users/chenry/\"))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.6" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "import os\n", + "import errno\n", + "import json\n", + "import sys\n", + "import requests\n", + "from cobrakbase.AbstractHandleClient import AbstractHandle as HandleService" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "class ShockException(Exception):\n", + " pass\n", + "\n", + "def download_file_from_kbase(\n", + " token,\n", + " file_id,\n", + " file_path,\n", + " is_handle_ref = 1,\n", + " handle_url = \"https://kbase.us/services/handle_service\",\n", + " shock_url = \"https://kbase.us/services/shock-api\",\n", + "):\n", + " headers = {'Authorization': 'OAuth ' + token} \n", + " \n", + " if is_handle_ref == 1:\n", + " hs = HandleService(handle_url, token=token)\n", + " handles = hs.hids_to_handles([file_id])\n", + " file_id = handles[0]['id']\n", + " \n", + " try:\n", + " os.makedirs(file_path)\n", + " except OSError as exc:\n", + " if exc.errno == errno.EEXIST and os.path.isdir(file_path):\n", + " pass\n", + " else:\n", + " raise\n", + " \n", + " node_url = shock_url + '/node/' + file_id\n", + " r = requests.get(node_url, headers=headers, allow_redirects=True)\n", + " \n", + " if not r.ok:\n", + " errtxt = ('Error downloading file from shock ' +\n", + " 'node {}: ').format(file_id)\n", + " try:\n", + " err = json.loads(response.content)['error'][0]\n", + " except Exception:\n", + " # this means shock is down or not responding.\n", + " log(\"Couldn't parse response error content from Shock: \" +\n", + " response.content)\n", + " response.raise_for_status()\n", + " raise ShockException(errtxt + str(err))\n", + " \n", + " resp_obj = r.json()\n", + " size = resp_obj['data']['file']['size']\n", + " if not size:\n", + " raise ShockException('Node {} has no file'.format(shock_id))\n", + " \n", + " node_file_name = resp_obj['data']['file']['name']\n", + " attributes = resp_obj['data']['attributes']\n", + " if os.path.isdir(file_path):\n", + " file_path = os.path.join(file_path, node_file_name)\n", + " with open(file_path, 'wb') as fhandle:\n", + " with requests.get(node_url + '?download_raw', stream=True,headers=headers, allow_redirects=True) as r:\n", + " if not r.ok:\n", + " errtxt = ('Error downloading file from shock ' +\n", + " 'node {}: ').format(file_id)\n", + " try:\n", + " err = json.loads(response.content)['error'][0]\n", + " except Exception:\n", + " # this means shock is down or not responding.\n", + " log(\"Couldn't parse response error content from Shock: \" +\n", + " response.content)\n", + " response.raise_for_status()\n", + " raise ShockException(errtxt + str(err))\n", + " for chunk in r.iter_content(1024):\n", + " if not chunk:\n", + " break\n", + " fhandle.write(chunk)\n", + " return file_path" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "print(download_file_from_kbase(\"\",file_id = \"KBH_5023369\",file_path = \"/Users/chenry/\"))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Others/Index.ipynb b/examples/Others/Index.ipynb index 7a1748a0..ac7b387c 100644 --- a/examples/Others/Index.ipynb +++ b/examples/Others/Index.ipynb @@ -1,69 +1,47 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "\n", - "![ModelSEEDpy](../images/ms-logo-horizontal.png)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Back to the main [Index](../Index.ipynb)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Unsorted example notebooks" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Notebooks" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "* [MPA2021](MPA_poster.ipynb) Example model reconstruction from MPA2021 poster\n", - "* [Pulling Template/Predictor](download_templates.ipynb) Pulling template/predictor object" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Unsorted example notebooks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Notebooks" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* [MPA2021](MPA_poster.ipynb) Example model reconstruction from MPA2021 poster\n", + "* [Pulling Template/Predictor](download_templates.ipynb) Pulling template/predictor object" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Others/MPA_poster.ipynb b/examples/Others/MPA_poster.ipynb index 4801c548..9aa01f50 100644 --- a/examples/Others/MPA_poster.ipynb +++ b/examples/Others/MPA_poster.ipynb @@ -1,657 +1,657 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "23d08689-2917-427c-80ea-79086d06f04b", - "metadata": {}, - "source": [ - "### Loading Genome, Media, and Model Builder classes" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "5eab526c-6d07-4062-9732-6e534c156314", - "metadata": {}, - "outputs": [], - "source": [ - "from modelseedpy import MSGenome, MSMedia, MSBuilder" - ] - }, - { - "cell_type": "markdown", - "id": "599d713f-f4c6-4eef-9a7a-80702db32d8d", - "metadata": {}, - "source": [ - "#### Read faa genome file\n", - "split= defineds header splitter for gene_id and remainder of the header" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "8b897ed8-d599-4f64-9a11-bf863fadcee9", - "metadata": {}, - "outputs": [], - "source": [ - "genome = MSGenome.from_fasta(\n", - " '../Model Reconstruction/GCF_000005845.2_ASM584v2_protein.faa', \n", - " split=' ')" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "1b18fe58-697f-4402-86dc-d760a60f3fd7", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Number of features: 4285\n" - ] - } - ], - "source": [ - "print('Number of features:', len(genome.features))" - ] - }, - { - "cell_type": "markdown", - "id": "234d74f8-d1d2-4b1d-8ee4-d9bf286bb746", - "metadata": {}, - "source": [ - "#### Define glucose defined medium" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "0feb9437-a0ac-4b2c-a8ee-6f563f594046", - "metadata": {}, - "outputs": [], - "source": [ - "media = MSMedia.from_dict({\n", - " 'cpd00027': 5, # Glucose uptake\n", - " 'cpd00007': 10, # Oxygen uptake\n", - " 'cpd00149': 1000,\n", - " 'cpd00099': 1000,\n", - " 'cpd00067': 1000,\n", - " 'cpd00063': 1000,\n", - " 'cpd00058': 1000,\n", - " 'cpd00048': 1000,\n", - " 'cpd00034': 1000,\n", - " 'cpd00030': 1000,\n", - " 'cpd00013': 1000,\n", - " 'cpd00009': 1000,\n", - " 'cpd00001': 1000,\n", - " 'cpd00205': 1000,\n", - " 'cpd00254': 1000,\n", - " 'cpd00971': 1000,\n", - " 'cpd10515': 1000,\n", - " 'cpd10516': 1000,\n", - " 'cpd00244': 1000,\n", - "})" - ] - }, - { - "cell_type": "markdown", - "id": "7b3681c7-fed0-4f0c-872a-42646b17a314", - "metadata": {}, - "source": [ - "#### Build model withe genome and media\n", - "media is optional, if not provided genome is gapfilled with complete medium" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "327b646f-bfa9-4da4-bd2c-d5eeec22a8c2", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
NameSEED_model
Memory address0x07f75fa6a2910
Number of metabolites1460
Number of reactions1781
Number of groups0
Objective expression1.0*bio1 - 1.0*bio1_reverse_b18f7
Compartmentsc0, e0
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model = MSBuilder.build_metabolic_model('SEED_model', genome, media)\n", - "model" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "dcdae05f-2685-4d7f-8b6f-ad01e320b45f", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Metabolite identifiercpd00020_c0
NamePyruvate_c0
Memory address0x07f75fa6e0250
FormulaC3H3O3
Compartmentc0
In 70 reaction(s)\n", - " rxn03909_c0, rxn00145_c0, rxn03884_c0, rxn08792_c0, rxn16114_c0, rxn01354_c0, rxn11274_c0, rxn00540_c0, rxn00473_c0, rxn05617_c0, rxn03841_c0, rxn05569_c0, rxn05655_c0, rxn00289_c0, rxn08043_c0,...
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "cobra_model.metabolites.cpd00020_c0" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "cab0b84e-57ac-4baf-8886-6fc2140af9d6", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Reaction identifierrxn00148_c0
NameATP:pyruvate 2-O-phosphotransferase_c0
Memory address0x07f75fa8e1940
Stoichiometry\n", - "

cpd00002_c0 + cpd00020_c0 --> cpd00008_c0 + cpd00061_c0 + cpd00067_c0

\n", - "

ATP_c0 + Pyruvate_c0 --> ADP_c0 + Phosphoenolpyruvate_c0 + H+_c0

\n", - "
GPR(NP_416191.1) or (NP_416368.1)
Lower bound0
Upper bound1000
\n", - " " - ], - "text/plain": [ - "" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "cobra_model.reactions.rxn00148_c0" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "dae0db89-1807-4dc5-86f3-6ca6bf9b67c9", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "medium size: 170\n" - ] - } - ], - "source": [ - "print('medium size:', len(model.medium))" - ] - }, - { - "cell_type": "markdown", - "id": "285d72ae-5852-4e84-aca0-8d7e1cb4d68e", - "metadata": {}, - "source": [ - "#### Perform flux analysis\n", - "modelseedpy returns cobrapy model object any flux analysis method of cobrapy or compatible with cobrapy can be performed over a modelseedpy model" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "4e773f47-244e-4b41-84e9-3db079d9d09c", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "complete medium growth \n" - ] - } - ], - "source": [ - "growth = model.optimize()\n", - "print('complete medium growth', growth)" - ] - }, - { - "cell_type": "markdown", - "id": "a79269aa-434f-4aa0-9876-a5456a3cc9ac", - "metadata": {}, - "source": [ - "#### KBaseMediaPkg\n", - "Helper function to assign media object to model, alternative cobrapy model.medium can also be used" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "9e957967-d426-4c3a-b820-f3d3031c677f", - "metadata": {}, - "outputs": [], - "source": [ - "from modelseedpy import KBaseMediaPkg\n", - "pkg = KBaseMediaPkg(model)\n", - "pkg.build_package(media)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "b7c16cd1-7b26-49e9-85b4-2f684b9e870c", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

Objective

1.0 bio1 = 0.7615585525394607

Uptake

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00007_e0EX_cpd00007_e00.0160300.00%
cpd00009_e0EX_cpd00009_e00.618800.00%
cpd00013_e0EX_cpd00013_e07.22700.00%
cpd00027_e0EX_cpd00027_e056100.00%
cpd00030_e0EX_cpd00030_e00.00213700.00%
cpd00034_e0EX_cpd00034_e00.00213700.00%
cpd00048_e0EX_cpd00048_e00.172400.00%
cpd00058_e0EX_cpd00058_e00.00213700.00%
cpd00063_e0EX_cpd00063_e00.00213700.00%
cpd00099_e0EX_cpd00099_e00.00213700.00%
cpd00149_e0EX_cpd00149_e00.00213700.00%
cpd00205_e0EX_cpd00205_e00.00213700.00%
cpd00254_e0EX_cpd00254_e00.00213700.00%
cpd10515_e0EX_cpd10515_e00.00641100.00%
cpd10516_e0EX_cpd10516_e00.00213700.00%
cpd17041_c0rxn13782_c00.761600.00%
cpd17042_c0rxn13783_c00.761600.00%
cpd17043_c0rxn13784_c00.761600.00%

Secretion

\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0-20.6900.00%
cpd00075_e0EX_cpd00075_e0-0.690500.00%
cpd00116_e0EX_cpd00116_e0-0.00213714.35%
cpd15378_e0EX_cpd15378_e0-0.002137730.43%
cpd02701_c0SK_cpd02701_c0-0.0021371565.22%
cpd11416_c0SK_cpd11416_c0-0.761600.00%
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "model.summary()" - ] - }, - { - "cell_type": "markdown", - "id": "8ef4d959-2d1a-49bf-b6ab-957447f1b5c3", - "metadata": {}, - "source": [ - "#### Save model to KBase\n", - "ModelSEEDpy-KBase (currently cobrakbase) allows KBase workspace interaction. The KBaseAPI allows fetch and save data from narrative.\n", - "\n", - "kbase = KBaseAPI(TOKEN) requires a token that can be obtained from a login session of KBase. Token can be saved to ~/.kbase/token to avoid sharing token to python script." - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "c3fea0fd-b4e5-493f-a0fd-cdbd18789dac", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.8\n" - ] - } - ], - "source": [ - "from cobrakbase import KBaseAPI\n", - "kbase = KBaseAPI()" - ] - }, - { - "cell_type": "markdown", - "id": "783f5149-3a92-45e8-9de6-35de22618750", - "metadata": {}, - "source": [ - "Save model to workspace 96314 this is the workspace id that can be found in the url example: https://narrative.kbase.us/narrative/96314" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "bf458280-68e6-4129-871a-bbba91d21231", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[[2,\n", - " 'SEED_model',\n", - " 'KBaseFBA.FBAModel-14.0',\n", - " '2021-08-02T04:04:48+0000',\n", - " 2,\n", - " 'filipeliu',\n", - " 96314,\n", - " 'filipeliu:narrative_1627876602308',\n", - " '2216489998bda8f0eba69540db9648bf',\n", - " 1610666,\n", - " {'Number gapgens': '0',\n", - " 'Type': 'GenomeScale',\n", - " 'Number gapfills': '0',\n", - " 'Source ID': 'SEED_model',\n", - " 'Number biomasses': '1',\n", - " 'Number compartments': '2',\n", - " 'Source': 'ModelSEEDpy',\n", - " 'Number compounds': '1460',\n", - " 'Number reactions': '1606',\n", - " 'Name': 'SEED_model'}]]" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "kbase.save_object('SEED_model', 96314, 'KBaseFBA.FBAModel', model)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "d7ca458f-e4d0-4118-a833-74d65a493682", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Narrative.1627876602308 KBaseNarrative.Narrative-4.0\n", - "SEED_model KBaseFBA.FBAModel-14.0\n" - ] - } - ], - "source": [ - "for o in kbase.list_objects(96314):\n", - " print(o[1], o[2])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "b23a3f38-94d1-4c64-a29d-91de5ead1158", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.8.10" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{ + "cells": [ + { + "cell_type": "markdown", + "id": "23d08689-2917-427c-80ea-79086d06f04b", + "metadata": {}, + "source": [ + "### Loading Genome, Media, and Model Builder classes" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "5eab526c-6d07-4062-9732-6e534c156314", + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy import MSGenome, MSMedia, MSBuilder" + ] + }, + { + "cell_type": "markdown", + "id": "599d713f-f4c6-4eef-9a7a-80702db32d8d", + "metadata": {}, + "source": [ + "#### Read faa genome file\n", + "split= defineds header splitter for gene_id and remainder of the header" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "8b897ed8-d599-4f64-9a11-bf863fadcee9", + "metadata": {}, + "outputs": [], + "source": [ + "genome = MSGenome.from_fasta(\n", + " '../Model Reconstruction/GCF_000005845.2_ASM584v2_protein.faa', \n", + " split=' ')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "1b18fe58-697f-4402-86dc-d760a60f3fd7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Number of features: 4285\n" + ] + } + ], + "source": [ + "print('Number of features:', len(genome.features))" + ] + }, + { + "cell_type": "markdown", + "id": "234d74f8-d1d2-4b1d-8ee4-d9bf286bb746", + "metadata": {}, + "source": [ + "#### Define glucose defined medium" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "0feb9437-a0ac-4b2c-a8ee-6f563f594046", + "metadata": {}, + "outputs": [], + "source": [ + "media = MSMedia.from_dict({\n", + " 'cpd00027': 5, # Glucose uptake\n", + " 'cpd00007': 10, # Oxygen uptake\n", + " 'cpd00149': 1000,\n", + " 'cpd00099': 1000,\n", + " 'cpd00067': 1000,\n", + " 'cpd00063': 1000,\n", + " 'cpd00058': 1000,\n", + " 'cpd00048': 1000,\n", + " 'cpd00034': 1000,\n", + " 'cpd00030': 1000,\n", + " 'cpd00013': 1000,\n", + " 'cpd00009': 1000,\n", + " 'cpd00001': 1000,\n", + " 'cpd00205': 1000,\n", + " 'cpd00254': 1000,\n", + " 'cpd00971': 1000,\n", + " 'cpd10515': 1000,\n", + " 'cpd10516': 1000,\n", + " 'cpd00244': 1000,\n", + "})" + ] + }, + { + "cell_type": "markdown", + "id": "7b3681c7-fed0-4f0c-872a-42646b17a314", + "metadata": {}, + "source": [ + "#### Build model withe genome and media\n", + "media is optional, if not provided genome is gapfilled with complete medium" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "327b646f-bfa9-4da4-bd2c-d5eeec22a8c2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
NameSEED_model
Memory address0x07f75fa6a2910
Number of metabolites1460
Number of reactions1781
Number of groups0
Objective expression1.0*bio1 - 1.0*bio1_reverse_b18f7
Compartmentsc0, e0
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model = MSBuilder.build_metabolic_model('SEED_model', genome, media)\n", + "model" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "dcdae05f-2685-4d7f-8b6f-ad01e320b45f", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Metabolite identifiercpd00020_c0
NamePyruvate_c0
Memory address0x07f75fa6e0250
FormulaC3H3O3
Compartmentc0
In 70 reaction(s)\n", + " rxn03909_c0, rxn00145_c0, rxn03884_c0, rxn08792_c0, rxn16114_c0, rxn01354_c0, rxn11274_c0, rxn00540_c0, rxn00473_c0, rxn05617_c0, rxn03841_c0, rxn05569_c0, rxn05655_c0, rxn00289_c0, rxn08043_c0,...
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cobra_model.metabolites.cpd00020_c0" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "cab0b84e-57ac-4baf-8886-6fc2140af9d6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Reaction identifierrxn00148_c0
NameATP:pyruvate 2-O-phosphotransferase_c0
Memory address0x07f75fa8e1940
Stoichiometry\n", + "

cpd00002_c0 + cpd00020_c0 --> cpd00008_c0 + cpd00061_c0 + cpd00067_c0

\n", + "

ATP_c0 + Pyruvate_c0 --> ADP_c0 + Phosphoenolpyruvate_c0 + H+_c0

\n", + "
GPR(NP_416191.1) or (NP_416368.1)
Lower bound0
Upper bound1000
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "cobra_model.reactions.rxn00148_c0" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "dae0db89-1807-4dc5-86f3-6ca6bf9b67c9", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "medium size: 170\n" + ] + } + ], + "source": [ + "print('medium size:', len(model.medium))" + ] + }, + { + "cell_type": "markdown", + "id": "285d72ae-5852-4e84-aca0-8d7e1cb4d68e", + "metadata": {}, + "source": [ + "#### Perform flux analysis\n", + "modelseedpy returns cobrapy model object any flux analysis method of cobrapy or compatible with cobrapy can be performed over a modelseedpy model" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "4e773f47-244e-4b41-84e9-3db079d9d09c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "complete medium growth \n" + ] + } + ], + "source": [ + "growth = model.optimize()\n", + "print('complete medium growth', growth)" + ] + }, + { + "cell_type": "markdown", + "id": "a79269aa-434f-4aa0-9876-a5456a3cc9ac", + "metadata": {}, + "source": [ + "#### KBaseMediaPkg\n", + "Helper function to assign media object to model, alternative cobrapy model.medium can also be used" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "9e957967-d426-4c3a-b820-f3d3031c677f", + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy import KBaseMediaPkg\n", + "pkg = KBaseMediaPkg(model)\n", + "pkg.build_package(media)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "b7c16cd1-7b26-49e9-85b4-2f684b9e870c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Objective

1.0 bio1 = 0.7615585525394607

Uptake

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00007_e0EX_cpd00007_e00.0160300.00%
cpd00009_e0EX_cpd00009_e00.618800.00%
cpd00013_e0EX_cpd00013_e07.22700.00%
cpd00027_e0EX_cpd00027_e056100.00%
cpd00030_e0EX_cpd00030_e00.00213700.00%
cpd00034_e0EX_cpd00034_e00.00213700.00%
cpd00048_e0EX_cpd00048_e00.172400.00%
cpd00058_e0EX_cpd00058_e00.00213700.00%
cpd00063_e0EX_cpd00063_e00.00213700.00%
cpd00099_e0EX_cpd00099_e00.00213700.00%
cpd00149_e0EX_cpd00149_e00.00213700.00%
cpd00205_e0EX_cpd00205_e00.00213700.00%
cpd00254_e0EX_cpd00254_e00.00213700.00%
cpd10515_e0EX_cpd10515_e00.00641100.00%
cpd10516_e0EX_cpd10516_e00.00213700.00%
cpd17041_c0rxn13782_c00.761600.00%
cpd17042_c0rxn13783_c00.761600.00%
cpd17043_c0rxn13784_c00.761600.00%

Secretion

\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
MetaboliteReactionFluxC-NumberC-Flux
cpd00001_e0EX_cpd00001_e0-20.6900.00%
cpd00075_e0EX_cpd00075_e0-0.690500.00%
cpd00116_e0EX_cpd00116_e0-0.00213714.35%
cpd15378_e0EX_cpd15378_e0-0.002137730.43%
cpd02701_c0SK_cpd02701_c0-0.0021371565.22%
cpd11416_c0SK_cpd11416_c0-0.761600.00%
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model.summary()" + ] + }, + { + "cell_type": "markdown", + "id": "8ef4d959-2d1a-49bf-b6ab-957447f1b5c3", + "metadata": {}, + "source": [ + "#### Save model to KBase\n", + "ModelSEEDpy-KBase (currently cobrakbase) allows KBase workspace interaction. The KBaseAPI allows fetch and save data from narrative.\n", + "\n", + "kbase = KBaseAPI(TOKEN) requires a token that can be obtained from a login session of KBase. Token can be saved to ~/.kbase/token to avoid sharing token to python script." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "c3fea0fd-b4e5-493f-a0fd-cdbd18789dac", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.8\n" + ] + } + ], + "source": [ + "from cobrakbase import KBaseAPI\n", + "kbase = KBaseAPI()" + ] + }, + { + "cell_type": "markdown", + "id": "783f5149-3a92-45e8-9de6-35de22618750", + "metadata": {}, + "source": [ + "Save model to workspace 96314 this is the workspace id that can be found in the url example: https://narrative.kbase.us/narrative/96314" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "bf458280-68e6-4129-871a-bbba91d21231", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[2,\n", + " 'SEED_model',\n", + " 'KBaseFBA.FBAModel-14.0',\n", + " '2021-08-02T04:04:48+0000',\n", + " 2,\n", + " 'filipeliu',\n", + " 96314,\n", + " 'filipeliu:narrative_1627876602308',\n", + " '2216489998bda8f0eba69540db9648bf',\n", + " 1610666,\n", + " {'Number gapgens': '0',\n", + " 'Type': 'GenomeScale',\n", + " 'Number gapfills': '0',\n", + " 'Source ID': 'SEED_model',\n", + " 'Number biomasses': '1',\n", + " 'Number compartments': '2',\n", + " 'Source': 'ModelSEEDpy',\n", + " 'Number compounds': '1460',\n", + " 'Number reactions': '1606',\n", + " 'Name': 'SEED_model'}]]" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "kbase.save_object('SEED_model', 96314, 'KBaseFBA.FBAModel', model)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "d7ca458f-e4d0-4118-a833-74d65a493682", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Narrative.1627876602308 KBaseNarrative.Narrative-4.0\n", + "SEED_model KBaseFBA.FBAModel-14.0\n" + ] + } + ], + "source": [ + "for o in kbase.list_objects(96314):\n", + " print(o[1], o[2])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b23a3f38-94d1-4c64-a29d-91de5ead1158", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Others/TestATPMethod.ipynb b/examples/Others/TestATPMethod.ipynb index 8f95ce5e..e52d3d3c 100644 --- a/examples/Others/TestATPMethod.ipynb +++ b/examples/Others/TestATPMethod.ipynb @@ -1,243 +1,243 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cobrakbase 0.2.8\n" - ] - } - ], - "source": [ - "import sys\n", - "import time\n", - "sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", - "import cobra\n", - "import cobrakbase\n", - "from modelseedpy import MSATPCorrection,MSEditorAPI,MSEquation,MSBuilder,MSPackageManager" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "kbase_api = cobrakbase.KBaseAPI()\n", - "template = kbase_api.get_from_ws(\"CoreModelTemplateV3\",\"NewKBaseModelTemplates\")\n", - "model = MSBuilder.build_full_template_model(template)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Glucose.aerobic:0.8098710368403291\n", - "Acetate.aerobic:0.0\n", - "Ethanol.aerobic:0.0\n", - "Pyruvate.aerobic:0.0\n", - "Glycerol.aerobic:0.8979004973664519\n", - "Fumarate.aerobic:0.4108041491219061\n", - "Succinate.aerobic:0.44895024868322597\n", - "Oxoglutarate.aerobic:0.0\n", - "L-Lactate.aerobic:0.762921991226397\n", - "D-Lactate.aerobic:0.0\n", - "Formate.aerobic:0.0\n", - "Glucose.anaerobic:0.08216082982438123\n", - "Acetate.anaerobic:0.0\n", - "Ethanol.anaerobic:0.0\n", - "Pyruatve.anaerobic:0.0\n", - "Glycerol.anaerobic:0.0352117842104491\n", - "Fumarate.anaerobic:0.04694904561393213\n", - "Succinate.anaerobic:0.0\n", - "Oxoglutarate.anaerobic:0.0\n", - "Formate-Nitrite:0.0\n", - "Formate-Nitrate:0.0\n", - "Glucose-DMSO:0.08216082982438123\n", - "Glucose-TMAO:0.08216082982438123\n", - "Pyruvate-DMSO:0.0\n", - "Pyruvate-DMSO:0.0\n", - "Pyruvate-Nitric.oxide:0.0\n", - "Pyruvate-Nitrite:0.0\n", - "Pyruvate-Nitrate:0.0\n", - "Pyruvate-Sulfate:0.0\n", - "Pyruvate-Sulfite:0.0\n" - ] - } - ], - "source": [ - "media_names = [\n", - " \"Glucose.aerobic\",\n", - " \"Acetate.aerobic\",\n", - " \"Ethanol.aerobic\",\n", - " \"Pyruvate.aerobic\",\n", - " \"Glycerol.aerobic\",\n", - " \"Fumarate.aerobic\",\n", - " \"Succinate.aerobic\",\n", - " \"Oxoglutarate.aerobic\",\n", - " \"L-Lactate.aerobic\",\n", - " \"D-Lactate.aerobic\",\n", - " \"Formate.aerobic\",\n", - " \"Glucose.anaerobic\",\n", - " \"Acetate.anaerobic\",\n", - " \"Ethanol.anaerobic\",\n", - " \"Pyruatve.anaerobic\",\n", - " \"Glycerol.anaerobic\",\n", - " \"Fumarate.anaerobic\",\n", - " \"Succinate.anaerobic\",\n", - " \"Oxoglutarate.anaerobic\",\n", - " \"Formate-Nitrite\",\n", - " \"Formate-Nitrate\",\n", - " \"Glucose-DMSO\",\n", - " \"Glucose-TMAO\",\n", - " \"Pyruvate-DMSO\",\n", - " \"Pyruvate-DMSO\",\n", - " \"Pyruvate-Nitric.oxide\",\n", - " \"Pyruvate-Nitrite\",\n", - " \"Pyruvate-Nitrate\",\n", - " \"Pyruvate-Sulfate\",\n", - " \"Pyruvate-Sulfite\"#,\n", - " #\"Hydrogenotrophic\",\n", - " #\"control.media\",\n", - " #\"Auxotrphic\"\n", - "]\n", - "media_list = []\n", - "for name in media_names:\n", - " media_list.append(kbase_api.get_from_ws(name,94026))\n", - "pkgmgr = MSPackageManager.get_pkg_mgr(model)\n", - "model.objective = \"bio2\"\n", - "for media in media_list:\n", - " pkgmgr.getpkg(\"KBaseMediaPkg\").build_package(media) \n", - " solution = model.optimize()\n", - " print(media.id+\":\"+str(solution.objective_value))\n" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/chenry/opt/anaconda3/lib/python3.7/site-packages/cobra/util/solver.py:416 \u001b[1;31mUserWarning\u001b[0m: solver status is 'infeasible'\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Acetate.aerobic:5.0\n", - "Ethanol.aerobic:6.0\n", - "Pyruvate.aerobic:6.0\n", - "Glycerol.aerobic:3.0\n", - "Succinate.aerobic:5.0\n", - "Oxoglutarate.aerobic:6.0\n", - "L-Lactate.aerobic:2.0\n", - "D-Lactate.aerobic:4.0\n", - "Formate.aerobic:5.0\n", - "Acetate.anaerobic:5.0\n", - "Ethanol.anaerobic:4.0\n", - "Pyruatve.anaerobic:5.0\n", - "Glycerol.anaerobic:3.0\n", - "Succinate.anaerobic:4.0\n", - "Oxoglutarate.anaerobic:5.0\n", - "Formate-Nitrite:4.0\n", - "Formate-Nitrate:3.0\n", - "Pyruvate-DMSO:5.0\n", - "Pyruvate-DMSO:5.0\n", - "Pyruvate-Nitric.oxide:5.0\n", - "Pyruvate-Nitrite:5.0\n", - "Pyruvate-Nitrate:3.0\n", - "Pyruvate-Sulfate:6.0\n", - "Pyruvate-Sulfite:5.0\n", - "Keeping:Glucose.aerobic\n", - "Keeping:Fumarate.aerobic\n", - "Keeping:Glucose.anaerobic\n", - "Keeping:Fumarate.anaerobic\n", - "Keeping:Glucose-DMSO\n", - "Keeping:Glucose-TMAO\n", - "Objective in Glucose.aerobic:2.0\n", - "Objective in Fumarate.aerobic:0.25\n", - "Objective in Glucose.anaerobic:2.0\n", - "Objective in Fumarate.anaerobic:0.25\n", - "Objective in Glucose-DMSO:2.0\n", - "Objective in Glucose-TMAO:2.0\n" - ] - }, - { - "ename": "KeyboardInterrupt", - "evalue": "", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - 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"\u001b[0;32m~/opt/anaconda3/lib/python3.7/site-packages/optlang/interface.py\u001b[0m in \u001b[0;36mreduced_costs\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 1254\u001b[0m \"\"\"\n\u001b[1;32m 1255\u001b[0m return collections.OrderedDict(\n\u001b[0;32m-> 1256\u001b[0;31m \u001b[0mzip\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_variables_names\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_reduced_costs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1257\u001b[0m )\n\u001b[1;32m 1258\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/opt/anaconda3/lib/python3.7/site-packages/optlang/interface.py\u001b[0m in \u001b[0;36m_get_variables_names\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 1220\u001b[0m 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variable.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 184\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_name\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 185\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 186\u001b[0m \u001b[0;34m@\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetter\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mKeyboardInterrupt\u001b[0m: " - ] - } - ], - "source": [ - "model = kbase_api.get_from_ws(\"562.61279.fbamodel\",93541) \n", - "MSEditorAPI.add_custom_reaction(model,\"bio2\",MSEquation.build_from_palsson_string(\"cpd00002 + cpd00001 => cpd00008 + cpd00009 + cpd00067\",\"c0\"))\n", - "template = kbase_api.get_from_ws(\"CoreModelTemplateV3\",\"NewKBaseModelTemplates\")\n", - "start = time.time()\n", - "atpobj = MSATPCorrection.atp_correction(model,template,media_list,atp_objective = \"bio2\")\n", - "end = time.time()\n", - "print(\"Elapsed:\"+str(end - start))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.6" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.8\n" + ] + } + ], + "source": [ + "import sys\n", + "import time\n", + "sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n", + "import cobra\n", + "import cobrakbase\n", + "from modelseedpy import MSATPCorrection,MSEditorAPI,MSEquation,MSBuilder,MSPackageManager" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "kbase_api = cobrakbase.KBaseAPI()\n", + "template = kbase_api.get_from_ws(\"CoreModelTemplateV3\",\"NewKBaseModelTemplates\")\n", + "model = MSBuilder.build_full_template_model(template)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Glucose.aerobic:0.8098710368403291\n", + "Acetate.aerobic:0.0\n", + "Ethanol.aerobic:0.0\n", + "Pyruvate.aerobic:0.0\n", + "Glycerol.aerobic:0.8979004973664519\n", + "Fumarate.aerobic:0.4108041491219061\n", + "Succinate.aerobic:0.44895024868322597\n", + "Oxoglutarate.aerobic:0.0\n", + "L-Lactate.aerobic:0.762921991226397\n", + "D-Lactate.aerobic:0.0\n", + "Formate.aerobic:0.0\n", + "Glucose.anaerobic:0.08216082982438123\n", + "Acetate.anaerobic:0.0\n", + "Ethanol.anaerobic:0.0\n", + "Pyruatve.anaerobic:0.0\n", + "Glycerol.anaerobic:0.0352117842104491\n", + "Fumarate.anaerobic:0.04694904561393213\n", + "Succinate.anaerobic:0.0\n", + "Oxoglutarate.anaerobic:0.0\n", + "Formate-Nitrite:0.0\n", + "Formate-Nitrate:0.0\n", + "Glucose-DMSO:0.08216082982438123\n", + "Glucose-TMAO:0.08216082982438123\n", + "Pyruvate-DMSO:0.0\n", + "Pyruvate-DMSO:0.0\n", + "Pyruvate-Nitric.oxide:0.0\n", + "Pyruvate-Nitrite:0.0\n", + "Pyruvate-Nitrate:0.0\n", + "Pyruvate-Sulfate:0.0\n", + "Pyruvate-Sulfite:0.0\n" + ] + } + ], + "source": [ + "media_names = [\n", + " \"Glucose.aerobic\",\n", + " \"Acetate.aerobic\",\n", + " \"Ethanol.aerobic\",\n", + " \"Pyruvate.aerobic\",\n", + " \"Glycerol.aerobic\",\n", + " \"Fumarate.aerobic\",\n", + " \"Succinate.aerobic\",\n", + " \"Oxoglutarate.aerobic\",\n", + " \"L-Lactate.aerobic\",\n", + " \"D-Lactate.aerobic\",\n", + " \"Formate.aerobic\",\n", + " \"Glucose.anaerobic\",\n", + " \"Acetate.anaerobic\",\n", + " \"Ethanol.anaerobic\",\n", + " \"Pyruatve.anaerobic\",\n", + " \"Glycerol.anaerobic\",\n", + " \"Fumarate.anaerobic\",\n", + " \"Succinate.anaerobic\",\n", + " \"Oxoglutarate.anaerobic\",\n", + " \"Formate-Nitrite\",\n", + " \"Formate-Nitrate\",\n", + " \"Glucose-DMSO\",\n", + " \"Glucose-TMAO\",\n", + " \"Pyruvate-DMSO\",\n", + " \"Pyruvate-DMSO\",\n", + " \"Pyruvate-Nitric.oxide\",\n", + " \"Pyruvate-Nitrite\",\n", + " \"Pyruvate-Nitrate\",\n", + " \"Pyruvate-Sulfate\",\n", + " \"Pyruvate-Sulfite\"#,\n", + " #\"Hydrogenotrophic\",\n", + " #\"control.media\",\n", + " #\"Auxotrphic\"\n", + "]\n", + "media_list = []\n", + "for name in media_names:\n", + " media_list.append(kbase_api.get_from_ws(name,94026))\n", + "pkgmgr = MSPackageManager.get_pkg_mgr(model)\n", + "model.objective = \"bio2\"\n", + "for media in media_list:\n", + " pkgmgr.getpkg(\"KBaseMediaPkg\").build_package(media) \n", + " solution = model.optimize()\n", + " print(media.id+\":\"+str(solution.objective_value))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/chenry/opt/anaconda3/lib/python3.7/site-packages/cobra/util/solver.py:416 \u001b[1;31mUserWarning\u001b[0m: solver status is 'infeasible'\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Acetate.aerobic:5.0\n", + "Ethanol.aerobic:6.0\n", + "Pyruvate.aerobic:6.0\n", + "Glycerol.aerobic:3.0\n", + "Succinate.aerobic:5.0\n", + "Oxoglutarate.aerobic:6.0\n", + "L-Lactate.aerobic:2.0\n", + "D-Lactate.aerobic:4.0\n", + "Formate.aerobic:5.0\n", + "Acetate.anaerobic:5.0\n", + "Ethanol.anaerobic:4.0\n", + "Pyruatve.anaerobic:5.0\n", + "Glycerol.anaerobic:3.0\n", + "Succinate.anaerobic:4.0\n", + "Oxoglutarate.anaerobic:5.0\n", + "Formate-Nitrite:4.0\n", + "Formate-Nitrate:3.0\n", + "Pyruvate-DMSO:5.0\n", + "Pyruvate-DMSO:5.0\n", + "Pyruvate-Nitric.oxide:5.0\n", + "Pyruvate-Nitrite:5.0\n", + "Pyruvate-Nitrate:3.0\n", + "Pyruvate-Sulfate:6.0\n", + "Pyruvate-Sulfite:5.0\n", + "Keeping:Glucose.aerobic\n", + "Keeping:Fumarate.aerobic\n", + "Keeping:Glucose.anaerobic\n", + "Keeping:Fumarate.anaerobic\n", + "Keeping:Glucose-DMSO\n", + "Keeping:Glucose-TMAO\n", + "Objective in Glucose.aerobic:2.0\n", + "Objective in Fumarate.aerobic:0.25\n", + "Objective in Glucose.anaerobic:2.0\n", + "Objective in Fumarate.anaerobic:0.25\n", + "Objective in Glucose-DMSO:2.0\n", + "Objective in Glucose-TMAO:2.0\n" + ] + }, + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mtemplate\u001b[0m \u001b[0;34m=\u001b[0m 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\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mobjective\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdirection\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0moriginal_direction\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1084\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0msolution\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/opt/anaconda3/lib/python3.7/site-packages/cobra/core/solution.py\u001b[0m in \u001b[0;36mget_solution\u001b[0;34m(model, reactions, metabolites, raise_error)\u001b[0m\n\u001b[1;32m 239\u001b[0m \u001b[0mmet_index\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mmet\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mid\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mmet\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mmetabolites\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 240\u001b[0m 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"\u001b[0;32m~/opt/anaconda3/lib/python3.7/site-packages/optlang/interface.py\u001b[0m in \u001b[0;36mreduced_costs\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 1254\u001b[0m \"\"\"\n\u001b[1;32m 1255\u001b[0m return collections.OrderedDict(\n\u001b[0;32m-> 1256\u001b[0;31m \u001b[0mzip\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_variables_names\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_reduced_costs\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1257\u001b[0m )\n\u001b[1;32m 1258\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/opt/anaconda3/lib/python3.7/site-packages/optlang/interface.py\u001b[0m in \u001b[0;36m_get_variables_names\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 1220\u001b[0m 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\u001b[0;32mreturn\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mvariable\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mvariable\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvariables\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1223\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1224\u001b[0m \u001b[0;34m@\u001b[0m\u001b[0mproperty\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/opt/anaconda3/lib/python3.7/site-packages/optlang/interface.py\u001b[0m in \u001b[0;36mname\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 182\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 183\u001b[0m \u001b[0;34m\"\"\"Name of variable.\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 184\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_name\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 185\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 186\u001b[0m \u001b[0;34m@\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetter\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mKeyboardInterrupt\u001b[0m: " + ] + } + ], + "source": [ + "model = kbase_api.get_from_ws(\"562.61279.fbamodel\",93541) \n", + "MSEditorAPI.add_custom_reaction(model,\"bio2\",MSEquation.build_from_palsson_string(\"cpd00002 + cpd00001 => cpd00008 + cpd00009 + cpd00067\",\"c0\"))\n", + "template = kbase_api.get_from_ws(\"CoreModelTemplateV3\",\"NewKBaseModelTemplates\")\n", + "start = time.time()\n", + "atpobj = MSATPCorrection.atp_correction(model,template,media_list,atp_objective = \"bio2\")\n", + "end = time.time()\n", + "print(\"Elapsed:\"+str(end - start))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/Others/download_templates.ipynb b/examples/Others/download_templates.ipynb index dc3921e3..2180ffe8 100644 --- a/examples/Others/download_templates.ipynb +++ b/examples/Others/download_templates.ipynb @@ -1,289 +1,297 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "76825840-094c-4a84-b29b-a9178378e501", - "metadata": {}, - "outputs": [], - "source": [ - "import modelseedpy" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "c608799e-484b-48e7-8ba4-a9aa4e5dce7d", - "metadata": {}, - "outputs": [], - "source": [ - "from modelseedpy.helpers import get_classifier, get_template, get_file" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "56a998d6-d2e6-4eec-bad4-7e3dd81796b6", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'/usr/local/lib/python3.8/site-packages/modelseedpy//data/ml/knn_filter_features.json'" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "get_file('template_core.json', 'data', 'template_folder')\n", - "get_file('template_gram_neg.json', 'data', 'template_folder')\n", - "get_file('template_gram_pos.json', 'data', 'template_folder')\n", - "get_file('knn_filter.pickle', 'data', 'classifier_folder')\n", - "get_file('knn_filter_features.json', 'data', 'classifier_folder')" - ] - }, - { - "cell_type": "markdown", - "id": "91b47516-0120-47ef-9933-725a10410d50", - "metadata": {}, - "source": [ - "### load classifier\n", - "options\n", - "* knn_filter" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "7959ee2b-1520-43ac-b791-815861b0a63c", - "metadata": {}, - "outputs": [], - "source": [ - "genome_cls = get_classifier('knn_filter')" - ] - }, - { - "cell_type": "markdown", - "id": "1db81e21-97c7-4373-8173-33218abd8caf", - "metadata": {}, - "source": [ - "### load template\n", - "options\n", - "* template_core\n", - "* template_gram_neg\n", - "* template_gram_pos" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "90b7bb44-d639-44ea-8f9d-482e31a95f03", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'CoreModelTemplateV2'" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "core_template = get_template('template_core')\n", - "core_template['id']" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "9bd57712-b46d-49d3-9182-ae3016245fff", - "metadata": {}, - "outputs": [], - "source": [ - "from modelseedpy.core.mstemplate import MSTemplateBuilder\n", - "template = MSTemplateBuilder.from_dict(core_template).build()" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "8dd8aa70-11cf-43a7-9b0f-bf865b7a8b3d", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
IDCoreModelTemplateV2
Memory address0x07ff7918e46d0
Number of metabolites161
Number of species187
Number of reactions197
Number of biomasses2
Number of roles20552
Number of complexes9423
" - ], - "text/plain": [ - "" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "template" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "ea2265a0-342c-4f1b-b0d0-991c9cf74f6e", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Reaction identifierrxn01975_c
Namebeta-D-Glucose-6-phosphate:NADP+ 1-oxoreductase
Memory address0x07ff790433310
Stoichiometry\n", - "

cpd00006_c + cpd00863_c --> cpd00005_c + cpd00067_c + cpd00911_c

\n", - "

NADP + beta-D-Glucose 6-phosphate --> NADPH + H+ + 6-phospho-D-glucono-1-5-lactone

\n", - "
GPRcpx00354 or cpx30278
Lower bound0
Upper bound1000
\n", - " " - ], - "text/plain": [ - "" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "template_reaction = template.reactions[0]\n", - "template_reaction" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "7616ea40-6e7a-4644-98c2-3c28266c6655", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
Reaction identifierrxn01975_c0
Namebeta-D-Glucose-6-phosphate:NADP+ 1-oxoreductase [c0]
Memory address0x07ff7901ef220
Stoichiometry\n", - "

cpd00006_c0 + cpd00863_c0 --> cpd00005_c0 + cpd00067_c0 + cpd00911_c0

\n", - "

NADP [c0] + beta-D-Glucose 6-phosphate [c0] --> NADPH [c0] + H+ [c0] + 6-phospho-D-glucono-1-5-lactone [c0]

\n", - "
GPR
Lower bound0
Upper bound1000
\n", - " " - ], - "text/plain": [ - "" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "template_reaction.to_reaction()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "38b051f9-b068-4c2e-945a-14d47c53d3e0", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} +{ + "cells": [ + { + "cell_type": "markdown", + "id": "63655531-ed94-40be-8dda-2c56a64390ca", + "metadata": {}, + "source": [ + "# Pulling Template/Predictor " + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "76825840-094c-4a84-b29b-a9178378e501", + "metadata": {}, + "outputs": [], + "source": [ + "import modelseedpy" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "c608799e-484b-48e7-8ba4-a9aa4e5dce7d", + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy.helpers import get_classifier, get_template, get_file" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "56a998d6-d2e6-4eec-bad4-7e3dd81796b6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'/usr/local/lib/python3.8/site-packages/modelseedpy//data/ml/knn_filter_features.json'" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "get_file('template_core.json', 'data', 'template_folder')\n", + "get_file('template_gram_neg.json', 'data', 'template_folder')\n", + "get_file('template_gram_pos.json', 'data', 'template_folder')\n", + "get_file('knn_filter.pickle', 'data', 'classifier_folder')\n", + "get_file('knn_filter_features.json', 'data', 'classifier_folder')" + ] + }, + { + "cell_type": "markdown", + "id": "91b47516-0120-47ef-9933-725a10410d50", + "metadata": {}, + "source": [ + "### load classifier\n", + "options\n", + "* knn_filter" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "7959ee2b-1520-43ac-b791-815861b0a63c", + "metadata": {}, + "outputs": [], + "source": [ + "genome_cls = get_classifier('knn_filter')" + ] + }, + { + "cell_type": "markdown", + "id": "1db81e21-97c7-4373-8173-33218abd8caf", + "metadata": {}, + "source": [ + "### load template\n", + "options\n", + "* template_core\n", + "* template_gram_neg\n", + "* template_gram_pos" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "90b7bb44-d639-44ea-8f9d-482e31a95f03", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'CoreModelTemplateV2'" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "core_template = get_template('template_core')\n", + "core_template['id']" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "9bd57712-b46d-49d3-9182-ae3016245fff", + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy.core.mstemplate import MSTemplateBuilder\n", + "template = MSTemplateBuilder.from_dict(core_template).build()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "8dd8aa70-11cf-43a7-9b0f-bf865b7a8b3d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
IDCoreModelTemplateV2
Memory address0x07ff7918e46d0
Number of metabolites161
Number of species187
Number of reactions197
Number of biomasses2
Number of roles20552
Number of complexes9423
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "template" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "ea2265a0-342c-4f1b-b0d0-991c9cf74f6e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Reaction identifierrxn01975_c
Namebeta-D-Glucose-6-phosphate:NADP+ 1-oxoreductase
Memory address0x07ff790433310
Stoichiometry\n", + "

cpd00006_c + cpd00863_c --> cpd00005_c + cpd00067_c + cpd00911_c

\n", + "

NADP + beta-D-Glucose 6-phosphate --> NADPH + H+ + 6-phospho-D-glucono-1-5-lactone

\n", + "
GPRcpx00354 or cpx30278
Lower bound0
Upper bound1000
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "template_reaction = template.reactions[0]\n", + "template_reaction" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "7616ea40-6e7a-4644-98c2-3c28266c6655", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
Reaction identifierrxn01975_c0
Namebeta-D-Glucose-6-phosphate:NADP+ 1-oxoreductase [c0]
Memory address0x07ff7901ef220
Stoichiometry\n", + "

cpd00006_c0 + cpd00863_c0 --> cpd00005_c0 + cpd00067_c0 + cpd00911_c0

\n", + "

NADP [c0] + beta-D-Glucose 6-phosphate [c0] --> NADPH [c0] + H+ [c0] + 6-phospho-D-glucono-1-5-lactone [c0]

\n", + "
GPR
Lower bound0
Upper bound1000
\n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "template_reaction.to_reaction()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "38b051f9-b068-4c2e-945a-14d47c53d3e0", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/Others/simulate_nb.ipynb b/examples/Others/simulate_nb.ipynb new file mode 100644 index 00000000..78a95967 --- /dev/null +++ b/examples/Others/simulate_nb.ipynb @@ -0,0 +1,179 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "bc4f0d77-e7f8-4a72-9157-a116349e8fce", + "metadata": {}, + "source": [ + "# Simulating a Model" + ] + }, + { + "cell_type": "markdown", + "id": "6e45cfa7-17bb-4c8c-afdf-6b02eb3120c9", + "metadata": {}, + "source": [ + "Complete ``COBRAkbase`` models can be simulated through a multitude of FBA methods, and a subset of community methods. Individual and community ``COBRAkbase`` models can initially be constrained for various biochemical and physical processes." + ] + }, + { + "cell_type": "markdown", + "id": "090789a9-e2a9-4903-9ee2-ac4e0f038cd5", + "metadata": {}, + "source": [ + "## Constraints" + ] + }, + { + "cell_type": "markdown", + "id": "73a91ea3-c298-48f2-bbd0-0d4221631393", + "metadata": {}, + "source": [ + "### Elemental uptake" + ] + }, + { + "cell_type": "markdown", + "id": "00faa3ba-8be7-4003-9aa4-8d5577ea80c7", + "metadata": {}, + "source": [ + "The total uptake of specific elements can be constrained through the ``ElementUptakePkg`` package:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e26da492-3ccb-4acb-8bdb-f31d9812e4ed", + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy.fbapkg import ElementUptakePkg\n", + "eleup = ElementUptakePkg(model)\n", + "eleup.build_package(element_limits)" + ] + }, + { + "cell_type": "markdown", + "id": "cebaa166-0f9f-4176-a2ff-36818303066f", + "metadata": {}, + "source": [ + "The package applies uptake limits for any elemental symbol (``values`` and ``keys`` of the ``element_limits`` dictionary, respectively) to a given model. " + ] + }, + { + "cell_type": "markdown", + "id": "460dbd7a-00e9-4e6c-8c50-cc853819c473", + "metadata": {}, + "source": [ + "### Reaction Thermodynamics" + ] + }, + { + "cell_type": "markdown", + "id": "dbcdb1d8-db93-4d43-aff6-f10b98ea4494", + "metadata": {}, + "source": [ + "The thermodynamic free energy of each reaction, and variable formation energies of each metabolite, can be constrained through the ``FullThermoPkg`` package:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2b5c8c47-12bb-42cf-b21d-dbe0ac2aaa08", + "metadata": {}, + "outputs": [], + "source": [ + "from modelseedpy.fbapkg import FullThermoPkg\n", + "tfa = FullThermoPkg(model)\n", + "tfa.build_package(parameters)" + ] + }, + { + "cell_type": "markdown", + "id": "26341521-0618-4b39-9f4a-483dfae818e0", + "metadata": {}, + "source": [ + "The package applies free energy constraints for all reactions in a given model, based upon the free energy data in the ModelSEED Database. The user must specify the ``\"modelseed_db_path\" `` in the argument (*parameters* ``dict``). The user is also able to redefine default values through *parameters*, which is detailed in the respective API documentation.\n", + "\n", + "An example of ``FullThermoPkg`` is available `here `_ ." + ] + }, + { + "cell_type": "markdown", + "id": "a3906637-abb0-400e-a817-c1b339ab4dc7", + "metadata": {}, + "source": [ + "### " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e773750c-1d70-48e9-b990-ff518d97ee03", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "68c5c549-bf62-4f59-82e2-5f306f5e3bd3", + "metadata": {}, + "source": [ + "### " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "50d79145-38ff-4a6d-bf49-e75406044082", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "9eccd63e-d38a-4438-b01a-df9c2fe59cca", + "metadata": {}, + "source": [ + "### " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cc541306-2bbf-48b3-b9ee-2e4360848abf", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8c287442-e5d7-4d41-bdb1-6ece71783f64", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/bigg.ipynb b/examples/bigg.ipynb index 52116a1e..40411964 100644 --- a/examples/bigg.ipynb +++ b/examples/bigg.ipynb @@ -1,230 +1,230 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "import cobra\n", - "import modelseedpy\n", - "from modelseedpy.biochem import from_local" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "CPU times: user 16.1 s, sys: 210 ms, total: 16.3 s\n", - "Wall time: 16.3 s\n" - ] - } - ], - "source": [ - "%%time\n", - "modelseed_local = from_local('/Users/fliu/workspace/jupyter/data/ModelSEEDDatabase/')" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": {}, - "outputs": [], - "source": [ - "#modelseed_local.compounds[] = " - ] - }, - { - "cell_type": "code", - "execution_count": 51, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "('omg_ggg', '_', 'pl')" - ] - }, - "execution_count": 51, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "\"omg_ggg_pl\".rpartition('_')" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 47, - "metadata": {}, - "outputs": [], - "source": [ - "# Upgrade ModelSEED with user reactions\n", - "%run /Users/fliu/workspace/jupyter/python3/annotation-server/modelseed_annotation/load_custom_seed.py\n", - "path = '/Users/fliu/workspace/jupyter/python3/annotation-server/data/model_custom_cpd_v2.json'\n", - "cpds = None\n", - "with open(path, 'r') as fh:\n", - " cpds = json.loads(fh.read())\n", - " for i in cpds:\n", - " modelseed_local.compounds[i] = copy.deepcopy(cpds[i])\n", - "ret = load_custom_seed_json('/Users/fliu/workspace/jupyter/python3/annotation-server/data/model_custom_rxn_v2.json', modelseed_local)\n", - "modelseed_local.compounds['cpd31000']['name'] = 'Photon II'\n", - "modelseed_local.compounds['cpd11632']['name'] = 'Photon I'" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "bigg_model = cobra.io.load_json_model('iML1515.json')" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "for cpd_id in modelseed_local.compounds:\n", - " cpd = modelseed_local.get_seed_compound(cpd_id)\n", - " aliases = cpd.aliases\n", - " if 'BiGG' in aliases:\n", - " bigg_ids = cpd.aliases['BiGG']\n", - " break" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [], - "source": [ - "rxn = modelseed_local.get_seed_reaction('rxn05937')" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "NADP [0] + H+ [0] + Reducedferredoxin [0] <-- NADPH [0] + Oxidizedferredoxin [0]\n" - ] - } - ], - "source": [ - "print(rxn.build_reaction_string(True))" - ] - }, - { - "cell_type": "code", - "execution_count": 48, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "NADP [0] + H+ [0] + 2.0 Reducedferredoxin [0] <-- NADPH [0] + 2.0 Oxidizedferredoxin [0]\n", - "NADP [0] + H+ [0] + 2.0 Reduced-ferredoxins [0] <-- NADPH [0] + 2.0 Oxidized-ferredoxins [0]\n", - "2.0 H2O [1] + 4.0 H+ [0] + 2.0 Plastoquinone A [1] + 4.0 Photon II [0] <=> O2 [1] + 4.0 H+ [1] + 2.0 Plastoquinol-9 [1]\n", - "Oxidizedferredoxin [0] + Photon I [0] + Reduced plastocyanin [1] <=> Reducedferredoxin [0] + Oxidized plastocyanin [1]\n", - "2.0 Oxidized plastocyanin [0] + Plastoquinol-9 [0] <=> 2.0 H+ [0] + Plastoquinone A [0] + 2.0 Reduced plastocyanin [0]\n" - ] - } - ], - "source": [ - "#crxn00004 obsolete\n", - "#rxn14159 Ferredoxin:NADP+ oxidoreductase NADP + H+ + 2 Reducedferredoxin NADPH + 2 Oxidizedferredoxin Transport:No\n", - "#CI:2 GCP|EQP Ferredoxin:NADP+ oxidoreductase KEGG: R01195\n", - "#rxn17196 TPNH-ferredoxin reductase NADP + H+ + 2 Reduced-ferredoxins NADPH + 2 Oxidized-ferredoxins Transport:No\n", - "#OK GCP|EQP MetaCyc: 1.18.1.2-RXN; RXN-17897\n", - "print(modelseed_local.get_seed_reaction('rxn14159').build_reaction_string(True))\n", - "print(modelseed_local.get_seed_reaction('rxn17196').build_reaction_string(True))\n", - "\n", - "#PS II\n", - "print(modelseed_local.get_seed_reaction('crxn00001').build_reaction_string(True))\n", - "\n", - "#PS I\n", - "print(modelseed_local.get_seed_reaction('crxn00003').build_reaction_string(True))\n", - "\n", - "#Cytochrome b6/f complex\n", - "print(modelseed_local.get_seed_reaction('crxn00002').build_reaction_string(True))" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.7.4" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import cobra\n", + "import modelseedpy\n", + "from modelseedpy.biochem import from_local" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 16.1 s, sys: 210 ms, total: 16.3 s\n", + "Wall time: 16.3 s\n" + ] + } + ], + "source": [ + "%%time\n", + "modelseed_local = from_local('/Users/fliu/workspace/jupyter/data/ModelSEEDDatabase/')" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "#modelseed_local.compounds[] = " + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('omg_ggg', '_', 'pl')" + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\"omg_ggg_pl\".rpartition('_')" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [], + "source": [ + "# Upgrade ModelSEED with user reactions\n", + "%run /Users/fliu/workspace/jupyter/python3/annotation-server/modelseed_annotation/load_custom_seed.py\n", + "path = '/Users/fliu/workspace/jupyter/python3/annotation-server/data/model_custom_cpd_v2.json'\n", + "cpds = None\n", + "with open(path, 'r') as fh:\n", + " cpds = json.loads(fh.read())\n", + " for i in cpds:\n", + " modelseed_local.compounds[i] = copy.deepcopy(cpds[i])\n", + "ret = load_custom_seed_json('/Users/fliu/workspace/jupyter/python3/annotation-server/data/model_custom_rxn_v2.json', modelseed_local)\n", + "modelseed_local.compounds['cpd31000']['name'] = 'Photon II'\n", + "modelseed_local.compounds['cpd11632']['name'] = 'Photon I'" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "bigg_model = cobra.io.load_json_model('iML1515.json')" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "for cpd_id in modelseed_local.compounds:\n", + " cpd = modelseed_local.get_seed_compound(cpd_id)\n", + " aliases = cpd.aliases\n", + " if 'BiGG' in aliases:\n", + " bigg_ids = cpd.aliases['BiGG']\n", + " break" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "rxn = modelseed_local.get_seed_reaction('rxn05937')" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "NADP [0] + H+ [0] + Reducedferredoxin [0] <-- NADPH [0] + Oxidizedferredoxin [0]\n" + ] + } + ], + "source": [ + "print(rxn.build_reaction_string(True))" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "NADP [0] + H+ [0] + 2.0 Reducedferredoxin [0] <-- NADPH [0] + 2.0 Oxidizedferredoxin [0]\n", + "NADP [0] + H+ [0] + 2.0 Reduced-ferredoxins [0] <-- NADPH [0] + 2.0 Oxidized-ferredoxins [0]\n", + "2.0 H2O [1] + 4.0 H+ [0] + 2.0 Plastoquinone A [1] + 4.0 Photon II [0] <=> O2 [1] + 4.0 H+ [1] + 2.0 Plastoquinol-9 [1]\n", + "Oxidizedferredoxin [0] + Photon I [0] + Reduced plastocyanin [1] <=> Reducedferredoxin [0] + Oxidized plastocyanin [1]\n", + "2.0 Oxidized plastocyanin [0] + Plastoquinol-9 [0] <=> 2.0 H+ [0] + Plastoquinone A [0] + 2.0 Reduced plastocyanin [0]\n" + ] + } + ], + "source": [ + "#crxn00004 obsolete\n", + "#rxn14159 Ferredoxin:NADP+ oxidoreductase NADP + H+ + 2 Reducedferredoxin NADPH + 2 Oxidizedferredoxin Transport:No\n", + "#CI:2 GCP|EQP Ferredoxin:NADP+ oxidoreductase KEGG: R01195\n", + "#rxn17196 TPNH-ferredoxin reductase NADP + H+ + 2 Reduced-ferredoxins NADPH + 2 Oxidized-ferredoxins Transport:No\n", + "#OK GCP|EQP MetaCyc: 1.18.1.2-RXN; RXN-17897\n", + "print(modelseed_local.get_seed_reaction('rxn14159').build_reaction_string(True))\n", + "print(modelseed_local.get_seed_reaction('rxn17196').build_reaction_string(True))\n", + "\n", + "#PS II\n", + "print(modelseed_local.get_seed_reaction('crxn00001').build_reaction_string(True))\n", + "\n", + "#PS I\n", + "print(modelseed_local.get_seed_reaction('crxn00003').build_reaction_string(True))\n", + "\n", + "#Cytochrome b6/f complex\n", + "print(modelseed_local.get_seed_reaction('crxn00002').build_reaction_string(True))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/examples/correcting_templates.ipynb b/examples/correcting_templates.ipynb new file mode 100644 index 00000000..9ad5be0e --- /dev/null +++ b/examples/correcting_templates.ipynb @@ -0,0 +1,110046 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "id": "c1229188-e4b2-4922-9558-b22ff1975fd5", + "metadata": {}, + "outputs": [], + "source": [ + "from json import load\n", + "\n", + "with open(r\"C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEED\\ModelSEEDTemplates\\templates\\ArchaeaModelTemplateV5.json\", \"r\") as inJson:\n", + " archaea = load(inJson)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "a79fae96-0c77-4218-88e5-4c9e2fbf3599", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'__VERSION__': 1,\n", + " 'biochemistry_ref': '489/6/6',\n", + " 'biomasses': [{'cellwall': 0.01,\n", + " 'cofactor': 0.0577,\n", + " 'dna': 0.0332,\n", + " 'energy': 40,\n", + " 'id': 'bio1',\n", + " 'lipid': 0.0533,\n", + " 'name': 'GramNegativeBiomass',\n", + " 'other': 0,\n", + " 'protein': 0.6256,\n", + " 'rna': 0.2202,\n", + " 'templateBiomassComponents': [{'class': 'protein',\n", + " 'coefficient': 0.096039473,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00035_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.055306951,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00051_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.045072522,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00132_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.045072522,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00041_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.017120005,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00084_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.049207159,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00053_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.049207159,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00023_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.11454352,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00033_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.017718089,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00119_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.054315975,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00322_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.084233128,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00107_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.064157337,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00039_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.028738302,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00060_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.034633077,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00066_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.041330606,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00129_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.04033963,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00054_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.047430224,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00161_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.010627321,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00065_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.025782517,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00069_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.079124485,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00156_c'},\n", + " {'class': 'cellwall',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00026_c'},\n", + " {'class': 'cellwall',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00043_c'},\n", + " {'class': 'cellwall',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00175_c'},\n", + " {'class': 'cellwall',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00144_c'},\n", + " {'class': 'dna',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'AT',\n", + " 'link_coefficients': [-1.0],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00012_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00115_c'},\n", + " {'class': 'dna',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'GC',\n", + " 'link_coefficients': [-1.0],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00012_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00356_c'},\n", + " {'class': 'dna',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'GC',\n", + " 'link_coefficients': [-1.0],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00012_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00241_c'},\n", + " {'class': 'dna',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'AT',\n", + " 'link_coefficients': [-1.0],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00012_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00357_c'},\n", + " {'class': 'rna',\n", + " 'coefficient': -0.199971195,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-1.0],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00012_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00052_c'},\n", + " {'class': 'rna',\n", + " 'coefficient': -0.322215658,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-1.0],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00012_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00038_c'},\n", + " {'class': 'rna',\n", + " 'coefficient': -0.215922451,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-1.0],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00012_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00062_c'},\n", + " {'class': 'rna',\n", + " 'coefficient': -0.261890696,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-1.0],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00012_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00002_c'},\n", + " {'class': 'lipid',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd23146_c'},\n", + " {'class': 'lipid',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd34057_c'},\n", + " {'class': 'lipid',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd31636_c'},\n", + " {'class': 'lipid',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd34482_c'},\n", + " {'class': 'lipid',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': 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" 'templatecompcompound_ref': '~/compcompounds/id/cpd00166_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd02817_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00087_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00022_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': 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{'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00078_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd15892_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00118_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00264_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': 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'cpd02185',\n", + " 'isCofactor': 0,\n", + " 'mass': 127,\n", + " 'name': '2,3,6-Trihydroxypyridine'},\n", + " {'abbreviation': 'lgt-S',\n", + " 'aliases': [],\n", + " 'defaultCharge': -1,\n", + " 'deltaG': -291.21,\n", + " 'deltaGErr': 1.7449,\n", + " 'formula': 'C13H20N3O8S',\n", + " 'id': 'cpd02182',\n", + " 'isCofactor': 0,\n", + " 'mass': 378,\n", + " 'name': '(R)-S-Lactoylglutathione'},\n", + " {'abbreviation': 'oxalc',\n", + " 'aliases': [],\n", + " 'defaultCharge': -2,\n", + " 'deltaG': -166.47,\n", + " 'deltaGErr': 0.644001,\n", + " 'formula': 'C6H4O5',\n", + " 'id': 'cpd02183',\n", + " 'isCofactor': 0,\n", + " 'mass': 156,\n", + " 'name': '4-Oxalocrotonate'},\n", + " {'abbreviation': 'dTDP-D-glucuronate',\n", + " 'aliases': [],\n", + " 'defaultCharge': -3,\n", + " 'deltaG': -766.34,\n", + " 'deltaGErr': 2.92536,\n", + " 'formula': 'C16H21N2O17P2',\n", + " 'id': 'cpd03581',\n", + " 'isCofactor': 0,\n", + " 'mass': 575,\n", + " 'name': 'dTDP-D-glucuronate'},\n", + " 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3.16678,\n", + " 'formula': 'C17H17N5O8P',\n", + " 'id': 'cpd03854',\n", + " 'isCofactor': 0,\n", + " 'mass': 450,\n", + " 'name': \"5'-Benzoylphosphoadenosine\"},\n", + " {'abbreviation': 'Mesaconyl-CoA',\n", + " 'aliases': [],\n", + " 'defaultCharge': -4,\n", + " 'deltaG': -843.53,\n", + " 'deltaGErr': 3.59841,\n", + " 'formula': 'C26H36N7O19P3S',\n", + " 'id': 'cpd03589',\n", + " 'isCofactor': 0,\n", + " 'mass': 875,\n", + " 'name': 'Mesaconyl-CoA'},\n", + " {'abbreviation': 'L-erythro-3-Methylmalyl-CoA',\n", + " 'aliases': [],\n", + " 'defaultCharge': -4,\n", + " 'deltaG': -900.27,\n", + " 'deltaGErr': 3.57365,\n", + " 'formula': 'C26H38N7O20P3S',\n", + " 'id': 'cpd03588',\n", + " 'isCofactor': 0,\n", + " 'mass': 893,\n", + " 'name': 'L-erythro-3-Methylmalyl-CoA'},\n", + " {'abbreviation': 'Coprostan-3-one',\n", + " 'aliases': [],\n", + " 'defaultCharge': 0,\n", + " 'deltaG': 2.75,\n", + " 'deltaGErr': 7.2088,\n", + " 'formula': 'C27H46O',\n", + " 'id': 'cpd01983',\n", + " 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0,\n", + " 'deltaG': -0.17,\n", + " 'deltaGErr': 3.21574,\n", + " 'formula': 'C5H11NO',\n", + " 'id': 'cpd02470',\n", + " 'isCofactor': 0,\n", + " 'mass': 101,\n", + " 'name': '2-Methylpropanal O-methyloxime'},\n", + " {'abbreviation': 'Linalool',\n", + " 'aliases': [],\n", + " 'defaultCharge': 0,\n", + " 'deltaG': 6.08,\n", + " 'deltaGErr': 0.853979,\n", + " 'formula': 'C10H18O',\n", + " 'id': 'cpd02471',\n", + " 'isCofactor': 0,\n", + " 'mass': 154,\n", + " 'name': 'Linalool'},\n", + " {'abbreviation': '4-(beta-D-Glucosyloxy)benzoate',\n", + " 'aliases': [],\n", + " 'defaultCharge': -1,\n", + " 'deltaG': -251.01,\n", + " 'deltaGErr': 1.78679,\n", + " 'formula': 'C13H15O8',\n", + " 'id': 'cpd02476',\n", + " 'isCofactor': 0,\n", + " 'mass': 299,\n", + " 'name': '4-(beta-D-Glucosyloxy)benzoate'},\n", + " {'abbreviation': '3F-alpha-D-Galactosylraffinose',\n", + " 'aliases': [],\n", + " 'defaultCharge': 0,\n", + " 'deltaG': -694.61,\n", + " 'deltaGErr': 5.75441,\n", + " 'formula': 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" {'abbreviation': 'imp',\n", + " 'aliases': [],\n", + " 'defaultCharge': -2,\n", + " 'deltaG': -313.58,\n", + " 'deltaGErr': 2.74351,\n", + " 'formula': 'C10H11N4O8P',\n", + " 'id': 'cpd00114',\n", + " 'isCofactor': 0,\n", + " 'mass': 347,\n", + " 'name': 'IMP'},\n", + " {'abbreviation': 'ipdp',\n", + " 'aliases': [],\n", + " 'defaultCharge': -2,\n", + " 'deltaG': -439.84,\n", + " 'deltaGErr': 0.57919,\n", + " 'formula': 'C5H10O7P2',\n", + " 'id': 'cpd00113',\n", + " 'isCofactor': 0,\n", + " 'mass': 244,\n", + " 'name': 'Isopentenyldiphosphate'},\n", + " {'abbreviation': 'CMP-N-acetylneuraminate',\n", + " 'aliases': [],\n", + " 'defaultCharge': -2,\n", + " 'deltaG': -610.28,\n", + " 'deltaGErr': 3.05995,\n", + " 'formula': 'C20H29N4O16P',\n", + " 'id': 'cpd00112',\n", + " 'isCofactor': 0,\n", + " 'mass': 612,\n", + " 'name': 'CMP-N-acetylneuraminate'},\n", + " {'abbreviation': 'gthox',\n", + " 'aliases': [],\n", + " 'defaultCharge': -2,\n", + " 'deltaG': -434.73,\n", + " 'deltaGErr': 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[],\n", + " 'defaultCharge': 0,\n", + " 'deltaG': 14.87,\n", + " 'deltaGErr': 0.999697,\n", + " 'formula': 'C10H16O',\n", + " 'id': 'cpd08739',\n", + " 'isCofactor': 0,\n", + " 'mass': 152,\n", + " 'name': 'trans-2-Methyl-5-isopropylhexa-2,5-dienal'},\n", + " {'abbreviation': '(1S,4R)-1-Hydroxy-2-oxolimonene',\n", + " 'aliases': [],\n", + " 'defaultCharge': 0,\n", + " 'deltaG': -34.78,\n", + " 'deltaGErr': 1.08323,\n", + " 'formula': 'C10H16O2',\n", + " 'id': 'cpd08734',\n", + " 'isCofactor': 0,\n", + " 'mass': 168,\n", + " 'name': '(1S,4R)-1-Hydroxy-2-oxolimonene'},\n", + " {'abbreviation': '3-Isopropenylpimelyl-CoA',\n", + " 'aliases': [],\n", + " 'defaultCharge': -4,\n", + " 'deltaG': -834.8,\n", + " 'deltaGErr': 3.64973,\n", + " 'formula': 'C31H46N7O19P3S',\n", + " 'id': 'cpd08733',\n", + " 'isCofactor': 0,\n", + " 'mass': 945,\n", + " 'name': '3-Isopropenylpimelyl-CoA'},\n", + " {'abbreviation': '4-Isopropenyl-2-oxy-cyclohexanecarboxyl-CoA',\n", + " 'aliases': [],\n", + " 'defaultCharge': -3,\n", + " 'deltaG': -774.14,\n", + " 'deltaGErr': 3.78313,\n", + " 'formula': 'C31H45N7O18P3S',\n", + " 'id': 'cpd08732',\n", + " 'isCofactor': 0,\n", + " 'mass': 928,\n", + " 'name': '4-Isopropenyl-2-oxy-cyclohexanecarboxyl-CoA'},\n", + " {'abbreviation': '2-Hydroxy-4-isopropenylcyclohexane-1-carboxyl-CoA',\n", + " 'aliases': [],\n", + " 'defaultCharge': -3,\n", + " 'deltaG': -780.7,\n", + " 'deltaGErr': 3.8617,\n", + " 'formula': 'C31H47N7O18P3S',\n", + " 'id': 'cpd08731',\n", + " 'isCofactor': 0,\n", + " 'mass': 930,\n", + " 'name': '2-Hydroxy-4-isopropenylcyclohexane-1-carboxyl-CoA'},\n", + " {'abbreviation': 'dTDP-D-mycaminose',\n", + " 'aliases': [],\n", + " 'defaultCharge': -1,\n", + " 'deltaG': -637.19,\n", + " 'deltaGErr': 3.15934,\n", + " 'formula': 'C18H30N3O14P2',\n", + " 'id': 'cpd08730',\n", + " 'isCofactor': 0,\n", + " 'mass': 574,\n", + " 'name': 'dTDP-D-mycaminose'},\n", + " {'abbreviation': '1odec11eg3p',\n", + " 'aliases': [],\n", + " 'defaultCharge': -1,\n", + " 'deltaG': -317.85,\n", + " 'deltaGErr': 1.56916,\n", + " 'formula': 'C21H40O7P',\n", + " 'id': 'cpd15328',\n", + " 'isCofactor': 0,\n", + " 'mass': 435,\n", + " 'name': '1-octadec-11-enoyl-sn-glycerol 3-phosphate'},\n", + " {'abbreviation': '1odecg3p',\n", + " 'aliases': [],\n", + " 'defaultCharge': -2,\n", + " 'deltaG': -340.21,\n", + " 'deltaGErr': 1.65897,\n", + " 'formula': 'C21H41O7P',\n", + " 'id': 'cpd15329',\n", + " 'isCofactor': 0,\n", + " 'mass': 437,\n", + " 'name': '1-octadecanoyl-sn-glycerol 3-phosphate'},\n", + " ...],\n", + " 'domain': 'Bacteria',\n", + " 'drain_list': {'cpd01042_c': [0, 1000],\n", + " 'cpd02701_c': [0, 1000],\n", + " 'cpd03091_c': [0, 1000],\n", + " 'cpd11416_c': [0, 1000],\n", + " 'cpd15302_c': [0, 1000],\n", + " 'cpd22811_c': [0, 1000]},\n", + " 'id': 'GramNegative.modeltemplate',\n", + " 'name': 'GramNegative.modeltemplate',\n", + " 'pathways': [],\n", + " 'reactions': [{'GapfillDirection': '>',\n", + " 'base_cost': 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{'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00013_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00077_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '>',\n", + " 'base_cost': 4,\n", + " 'direction': '>',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn01087_c',\n", + " 'lower_bound': 0,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 0.0,\n", + " 'name': 'ATP:ceramide 1-phosphotransferase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn01087',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00002_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00167_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': 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'templatecompcompound_ref': '~/compcompounds/id/cpd00380_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00036_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00416_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 4,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn02282_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': 'N-Formimino-L-aspartate iminohydrolase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn02282',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00001_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd02154_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00013_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00769_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '>',\n", + " 'base_cost': 2,\n", + " 'direction': '>',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn02201_c',\n", + " 'lower_bound': 0,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 0.0,\n", + " 'name': '2-amino-4-hydroxy-6-hydroxymethyl-7,8-dihydropteridine-diphosphate:4-aminobenzoate 2-amino-4-hydroxydihydropteridine-6-methenyltransferase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn02201',\n", + " 'reverse_penalty': -0.0470000000000002,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00443_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd02920_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00012_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00683_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': ['~/complexes/id/cpx00700',\n", + " '~/complexes/id/cpx01370',\n", + " '~/complexes/id/tcpx00042'],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '>',\n", + " 'base_cost': 4,\n", + " 'direction': '>',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn02241_c',\n", + " 'lower_bound': 0,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 0.0,\n", + " 'name': 'dihydroflavonol,2-oxoglutarate:oxygen oxidoreductase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn02241',\n", + " 'reverse_penalty': -11.0797,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00007_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00024_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00717_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00001_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00011_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00036_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd01071_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '>',\n", + " 'base_cost': 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'~/compcompounds/id/cpd00022_c'},\n", + " {'coefficient': 5,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00025_c'},\n", + " {'coefficient': 7,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'gapfilling',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 7,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn05704_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': 'Monomethylamine symport',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn05704',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_e'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00187_e'},\n", + " {'coefficient': 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'templatecompcompound_ref': '~/compcompounds/id/cpd00506_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00008_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00009_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00042_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': ['~/complexes/id/cpx01043',\n", + " '~/complexes/id/cpx01736',\n", + " '~/complexes/id/cpx01737'],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 6,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn02637_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': 'chlordecone-alcohol:NADP+ 2-oxidoreductase',\n", + " 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+ " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00001_c'},\n", + " {'coefficient': -2,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd01211_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00013_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd04536_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 4,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn07137_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': 'rxn07137',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn07137',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00004_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd13418_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00003_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd13427_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'gapfilling',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 2,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn02000_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': 'dTDP-4-dehydro-6-deoxy-D-glucose 3,5-epimerase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn02000',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00521_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00522_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': ['~/complexes/id/cpx01677'],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 2,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn03239_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': '(S)-3-Hydroxyhexadecanoyl-CoA:NAD+ oxidoreductase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn03239',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00003_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd03113_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00004_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd03114_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': ['~/complexes/id/cpx01599',\n", + " '~/complexes/id/tcpx00306'],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '>',\n", + " 'base_cost': 5,\n", + " 'direction': '>',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn01419_c',\n", + " 'lower_bound': 0,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 0.0,\n", + " 'name': '(1R,2S)-1-hydroxybutane-1,2,4-tricarboxylate:NAD+ oxidoreductase (decarboxylating)',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn01419',\n", + " 'reverse_penalty': 1.313,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00003_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd03372_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00004_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00011_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00269_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': ['~/complexes/id/cpx01293',\n", + " '~/complexes/id/tcpx00338',\n", + " '~/complexes/id/tcpx00339'],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '>',\n", + " 'base_cost': 6,\n", + " 'direction': '>',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn12225_c',\n", + " 'lower_bound': 0,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 0.0,\n", + " 'name': '2-octaprenylphenol hydroxylase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn12225',\n", + " 'reverse_penalty': -7.28797,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00007_c'},\n", + " {'coefficient': -2,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd03444_c'},\n", + " {'coefficient': 2,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd03445_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'gapfilling',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 3,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn03534_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': 'R05219',\n", + " 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'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 8,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn10835_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': 'acysbmn transport (mtb)',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn10835',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd15926_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd15926_e'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'gapfilling',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 5,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn02512_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': '4-Deoxy-beta-D-gluc-4-enuronosyl-(1,3)-N-acetyl-D-galactosamine-6-sulfate 6-sulfohydrolase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn02512',\n", + " 'reverse_penalty': -0.6313,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00001_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd02957_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00048_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00958_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '>',\n", + " 'base_cost': 6,\n", + " 'direction': '>',\n", + " 'forward_penalty': 0,\n", + " 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+ " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd01012_e'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': ['~/complexes/id/cpx01488'],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 4,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn05142_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': 'sinapoyl aldehyde:NAD oxidoreductase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn05142',\n", + " 'reverse_penalty': 0.0196999999999999,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00001_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00003_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd03333_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00004_c'},\n", + " {'coefficient': 2,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00373_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 7,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn10623_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': 'sirohydrochlorin ferrochetalase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn10623',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd10515_c'},\n", + " {'coefficient': -1,\n", + " 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'~/complexes/id/cpx00048',\n", + " '~/complexes/id/cpx00049',\n", + " '~/complexes/id/cpx00050',\n", + " '~/complexes/id/cpx00051',\n", + " '~/complexes/id/cpx00052'],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 4,\n", + " 'direction': '=',\n", + " 'forward_penalty': 6.3523,\n", + " 'id': 'rxn02520_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': 'R03535',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn02520',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00598_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00986_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00001_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00097_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd03562_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 7,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn13528_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': 'PPM-mycolate-synthase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn13528',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd16973_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd16982_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00001_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd16983_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'gapfilling',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '>',\n", + " 'base_cost': 6,\n", + " 'direction': '>',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn08439_c',\n", + " 'lower_bound': 0,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 0.0,\n", + " 'name': 'decanoyl-CoA hydrolase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn08439',\n", + " 'reverse_penalty': 0.4243,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00001_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd03128_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00010_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd01107_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'gapfilling',\n", + " 'upper_bound': 1000},\n", + " ...],\n", + " 'roles': [{'aliases': ['msfr.1407'],\n", + " 'features': [],\n", + " 'id': 'ftr01407',\n", + " 'name': 'Lactate 2-monooxygenase (EC 1.13.12.4)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1406'],\n", + " 'features': [],\n", + " 'id': 'ftr01406',\n", + " 'name': 'Acetaldehyde dehydrogenase (EC 1.2.1.10)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1405'],\n", + " 'features': [],\n", + " 'id': 'ftr01405',\n", + " 'name': 'Aldehyde dehydrogenase (EC 1.2.1.3)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1404'],\n", + " 'features': [],\n", + " 'id': 'ftr01404',\n", + " 'name': 'Hypothetical protein AcuB, not involved in acetoin utilization',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1403'],\n", + " 'features': [],\n", + " 'id': 'ftr01403',\n", + " 'name': 'NAD-independent protein deacetylase AcuC',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1402'],\n", + " 'features': [],\n", + " 'id': 'ftr01402',\n", + " 'name': 'Acetyltransferase AcuA, acetyl-CoA synthetase inhibitor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1401'],\n", + " 'features': [],\n", + " 'id': 'ftr01401',\n", + " 'name': 'NAD-dependent protein deacetylase of SIR2 family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1400'],\n", + " 'features': [],\n", + " 'id': 'ftr01400',\n", + " 'name': 'Protein acetyltransferase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9784'],\n", + " 'features': [],\n", + " 'id': 'ftr09784',\n", + " 'name': 'LysR family transcriptional regulator YcjZ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9785'],\n", + " 'features': [],\n", + " 'id': 'ftr09785',\n", + " 'name': 'LysR family transcriptional regulator YdcI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9786'],\n", + " 'features': [],\n", + " 'id': 'ftr09786',\n", + " 'name': 'LysR family transcriptional regulator YfeR',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9787'],\n", + " 'features': [],\n", + " 'id': 'ftr09787',\n", + " 'name': 'LysR family transcriptional regulator YfiE',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9780'],\n", + " 'features': [],\n", + " 'id': 'ftr09780',\n", + " 'name': 'Transcriptional activator protein LysR',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6365'],\n", + " 'features': [],\n", + " 'id': 'ftr06365',\n", + " 'name': 'Adenylate cyclase, type IV (EC 4.6.1.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1409'],\n", + " 'features': [],\n", + " 'id': 'ftr01409',\n", + " 'name': '1-acyl-sn-glycerol-3-phosphate acyltransferase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1408'],\n", + " 'features': [],\n", + " 'id': 'ftr01408',\n", + " 'name': 'Acyl carrier protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6364'],\n", + " 'features': [],\n", + " 'id': 'ftr06364',\n", + " 'name': '3-oxo-5-alpha-steroid 4-dehydrogenase 2 (EC 1.3.99.5)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14295'],\n", + " 'features': [],\n", + " 'id': 'ftr14295',\n", + " 'name': 'T4-like phage protein, T4 GC1149',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:nicotinatedehydrogenase(ec)',\n", + " 'kegg:nicotinic acid hydroxylase (EC 1.17.1.5)',\n", + " 'kegg:nicotinate hydroxylase (EC 1.17.1.5)'],\n", + " 'features': [],\n", + " 'id': 'ftr30472',\n", + " 'name': 'nicotinate dehydrogenase (EC 1.17.1.5)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.6363'],\n", + " 'features': [],\n", + " 'id': 'ftr06363',\n", + " 'name': 'putative NOL1-NOP2-sun family nucleolar protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6362'],\n", + " 'features': [],\n", + " 'id': 'ftr06362',\n", + " 'name': 'Sun protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14878'],\n", + " 'features': [],\n", + " 'id': 'ftr14878',\n", + " 'name': 'NarL/NarP binding site 3 at hyb operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14879'],\n", + " 'features': [],\n", + " 'id': 'ftr14879',\n", + " 'name': 'NarL/NarP binding site 1 at hya operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6361'],\n", + " 'features': [],\n", + " 'id': 'ftr06361',\n", + " 'name': 'Sun/nucleolar protein family protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14870'],\n", + " 'features': [],\n", + " 'id': 'ftr14870',\n", + " 'name': 'ModE protected fragment upstream of narXL',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14871'],\n", + " 'features': [],\n", + " 'id': 'ftr14871',\n", + " 'name': 'putative ModE binding site upstream of narXL',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14872'],\n", + " 'features': [],\n", + " 'id': 'ftr14872',\n", + " 'name': 'promoter at hya operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6360'],\n", + " 'features': [],\n", + " 'id': 'ftr06360',\n", + " 'name': 'Vimentin',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14874'],\n", + " 'features': [],\n", + " 'id': 'ftr14874',\n", + " 'name': 'ArcA binding site upstream of hyb operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14875'],\n", + " 'features': [],\n", + " 'id': 'ftr14875',\n", + " 'name': 'NarL/NarP binding site 1 at hyb operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14876'],\n", + " 'features': [],\n", + " 'id': 'ftr14876',\n", + " 'name': 'NarL/NarP binding site 2 at hyb operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14291'],\n", + " 'features': [],\n", + " 'id': 'ftr14291',\n", + " 'name': 'Glycosyltransferase SypQ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16372'],\n", + " 'features': [],\n", + " 'id': 'ftr16372',\n", + " 'name': 'gadA promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14293'],\n", + " 'features': [],\n", + " 'id': 'ftr14293',\n", + " 'name': 'Phage T4-like protein, T4 GC0049',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['psfr.347'],\n", + " 'features': [],\n", + " 'id': 'ftr50347',\n", + " 'name': 'CYP81F4 monooxygenase',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['msfr.5645'],\n", + " 'features': [],\n", + " 'id': 'ftr05645',\n", + " 'name': 'Glutaminase (EC 3.5.1.2)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:3,4-dehydroadipyl-coasemialdehydedehydrogenase(nadp+)(ec)',\n", + " 'kegg:BoxD (EC 1.2.1.77)',\n", + " 'kegg:3,4-dehydroadipyl-CoA semialdehyde dehydrogenase (EC 1.2.1.77)'],\n", + " 'features': [],\n", + " 'id': 'ftr33191',\n", + " 'name': '3,4-dehydroadipyl-CoA semialdehyde dehydrogenase (NADP+) (EC 1.2.1.77)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['psfr.344'],\n", + " 'features': [],\n", + " 'id': 'ftr50344',\n", + " 'name': \"UDP-glucose:pyridoxine 5'-O-beta-D-glucosyltransferase (EC 2.4.1.160)\",\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['msfr.5644'],\n", + " 'features': [],\n", + " 'id': 'ftr05644',\n", + " 'name': 'Probable sulfate exporter tauZ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:carnitinedehydratase(ec)',\n", + " 'kegg:L-carnitine hydro-lyase (EC 4.2.1.89)'],\n", + " 'features': [],\n", + " 'id': 'ftr30765',\n", + " 'name': 'carnitine dehydratase (EC 4.2.1.89)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['psfr.763'],\n", + " 'features': ['AT2G30570'],\n", + " 'id': 'ftr50763',\n", + " 'name': 'Photosystem II protein PsbW (similar to Psb28)',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['msfr.5131'],\n", + " 'features': [],\n", + " 'id': 'ftr05131',\n", + " 'name': 'Putative alkylsulfatase (EC 1.14.11.17)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9781'],\n", + " 'features': [],\n", + " 'id': 'ftr09781',\n", + " 'name': 'Nitrogen assimilation regulatory protein Nac',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5646'],\n", + " 'features': [],\n", + " 'id': 'ftr05646',\n", + " 'name': 'Probable glutamate/gamma-aminobutyrate antiporter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6369'],\n", + " 'features': [],\n", + " 'id': 'ftr06369',\n", + " 'name': '4-hydroxythreonine-4-phosphate dehydrogenase (EC 1.1.1.262)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5137'],\n", + " 'features': [],\n", + " 'id': 'ftr05137',\n", + " 'name': 'SSU ribosomal protein S4p (S9e), mitochondrial',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6368'],\n", + " 'features': [],\n", + " 'id': 'ftr06368',\n", + " 'name': 'Putative ribosomal RNA small subunit methyltransferase J (EC 2.1.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5640'],\n", + " 'features': [],\n", + " 'id': 'ftr05640',\n", + " 'name': 'putative Taurine transporter, periplasmatic component',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:peptidasedo(ec)',\n", + " 'kegg:DegP (EC 3.4.21.107)',\n", + " 'kegg:DegP protease (EC 3.4.21.107)',\n", + " 'kegg:HtrA (EC 3.4.21.107)',\n", + " 'kegg:high temperature requirement protease A (EC 3.4.21.107)',\n", + " 'kegg:HrtA heat shock protein (EC 3.4.21.107)',\n", + " 'kegg:protease Do (EC 3.4.21.107)',\n", + " 'kegg:Do protease (EC 3.4.21.107)'],\n", + " 'features': [],\n", + " 'id': 'ftr30216',\n", + " 'name': 'peptidase Do (EC 3.4.21.107)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15743'],\n", + " 'features': [],\n", + " 'id': 'ftr15743',\n", + " 'name': 'N-acetylmuramic acid 6-phosphate etherase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8785'],\n", + " 'features': [],\n", + " 'id': 'ftr08785',\n", + " 'name': 'Putative uncharacterized protein STY4523 (Putative uncharacterized protein)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8784'],\n", + " 'features': [],\n", + " 'id': 'ftr08784',\n", + " 'name': 'Bucepa02001210 protein family (probably prophage associated)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8783'],\n", + " 'features': [],\n", + " 'id': 'ftr08783',\n", + " 'name': 'tRNA-binding protein YgjH',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5135'],\n", + " 'features': [],\n", + " 'id': 'ftr05135',\n", + " 'name': 'SSU ribosomal protein S2p (SAe), mitochondrial',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8781'],\n", + " 'features': [],\n", + " 'id': 'ftr08781',\n", + " 'name': 'Archaeal seryl-tRNA synthetase-related sequence',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8780'],\n", + " 'features': [],\n", + " 'id': 'ftr08780',\n", + " 'name': 'Prolyl-tRNA synthetase related protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5134'],\n", + " 'features': [],\n", + " 'id': 'ftr05134',\n", + " 'name': 'Polyribonucleotide nucleotidyltransferase (EC 2.7.7.8)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8145'],\n", + " 'features': [],\n", + " 'id': 'ftr08145',\n", + " 'name': 'Not a Proline racemase, nor 4-hydroxyproline epimerase [missing catalytic residues]',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8788'],\n", + " 'features': [],\n", + " 'id': 'ftr08788',\n", + " 'name': 'Putative uncharacterized protein STY4534 (Putative uncharacterized protein)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16374'],\n", + " 'features': [],\n", + " 'id': 'ftr16374',\n", + " 'name': 'psiE promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:23srrnapseudouridine2605synthase(ec)',\n", + " 'kegg:RluB (EC 5.4.99.22)',\n", + " 'kegg:YciL (EC 5.4.99.22)'],\n", + " 'features': [],\n", + " 'id': 'ftr32718',\n", + " 'name': '23S rRNA pseudouridine2605 synthase (EC 5.4.99.22)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:succinate-semialdehydedehydrogenase(nadp+)(ec)',\n", + " 'kegg:succinic semialdehyde dehydrogenase (NADP+) (EC 1.2.1.79)',\n", + " 'kegg:succinyl semialdehyde dehydrogenase (NADP+) (EC 1.2.1.79)',\n", + " 'kegg:succinate semialdehyde:NADP+ oxidoreductase (EC 1.2.1.79)',\n", + " 'kegg:NADP-dependent succinate-semialdehyde dehydrogenase (EC 1.2.1.79)',\n", + " 'kegg:GabD (EC 1.2.1.79)'],\n", + " 'features': [],\n", + " 'id': 'ftr33193',\n", + " 'name': 'succinate-semialdehyde dehydrogenase (NADP+) (EC 1.2.1.79)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.758'],\n", + " 'features': [],\n", + " 'id': 'ftr00758',\n", + " 'name': 'Oxaloacetate decarboxylase beta chain (EC 4.1.1.3)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.759'],\n", + " 'features': [],\n", + " 'id': 'ftr00759',\n", + " 'name': 'Oxaloacetate decarboxylase gamma chain (EC 4.1.1.3)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.208'],\n", + " 'features': [],\n", + " 'id': 'ftr00208',\n", + " 'name': 'Putative n-hydroxybenzoate hydroxylase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.209'],\n", + " 'features': [],\n", + " 'id': 'ftr00209',\n", + " 'name': '4-hydroxybenzoate transporter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:5-dehydro-2-deoxygluconokinase(ec)',\n", + " 'kegg:5-keto-2-deoxygluconokinase (EC 2.7.1.92)',\n", + " 'kegg:5-keto-2-deoxyglucono kinase (phosphorylating) (EC 2.7.1.92)',\n", + " 'kegg:DKH kinase (EC 2.7.1.92)'],\n", + " 'features': [],\n", + " 'id': 'ftr34660',\n", + " 'name': '5-dehydro-2-deoxygluconokinase (EC 2.7.1.92)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.202'],\n", + " 'features': [],\n", + " 'id': 'ftr00202',\n", + " 'name': 'AreB (Aryl-alcohol dehydrogenase) (EC 1.1.1.90)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.751'],\n", + " 'features': [],\n", + " 'id': 'ftr00751',\n", + " 'name': 'Two-component response regulator, malate (EC 2.7.3.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.200'],\n", + " 'features': [],\n", + " 'id': 'ftr00200',\n", + " 'name': 'putative facilitator of salicylate uptake',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.201'],\n", + " 'features': [],\n", + " 'id': 'ftr00201',\n", + " 'name': 'AreA (Esterase for aryl ester catabolic pathway) (EC 3.1.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.206'],\n", + " 'features': [],\n", + " 'id': 'ftr00206',\n", + " 'name': 'Maleylacetoacetate isomerase (EC 5.2.1.2)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.207'],\n", + " 'features': [],\n", + " 'id': 'ftr00207',\n", + " 'name': 'Fumarylacetoacetase (EC 3.7.1.2)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.204'],\n", + " 'features': [],\n", + " 'id': 'ftr00204',\n", + " 'name': 'regulator protein,AreR',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.205'],\n", + " 'features': [],\n", + " 'id': 'ftr00205',\n", + " 'name': 'Gentisate 1,2-dioxygenase (EC 1.13.11.4)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11969'],\n", + " 'features': [],\n", + " 'id': 'ftr11969',\n", + " 'name': 'Prepilin peptidase dependent protein A precursor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11968'],\n", + " 'features': [],\n", + " 'id': 'ftr11968',\n", + " 'name': 'FIG004819: Prepilin peptidase dependent protein B precursor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8439'],\n", + " 'features': [],\n", + " 'id': 'ftr08439',\n", + " 'name': 'ATP-dependent protease domain protein (EC 3.4.21.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8438'],\n", + " 'features': [],\n", + " 'id': 'ftr08438',\n", + " 'name': 'ATP-dependent protease La (EC 3.4.21.53)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8435'],\n", + " 'features': [],\n", + " 'id': 'ftr08435',\n", + " 'name': 'ATP-dependent Clp protease adaptor protein ClpS',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8434'],\n", + " 'features': [],\n", + " 'id': 'ftr08434',\n", + " 'name': 'Predicted thiazole transporter ThiU',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8437'],\n", + " 'features': [],\n", + " 'id': 'ftr08437',\n", + " 'name': 'Nucleotide excision repair protein, with UvrB/UvrC motif',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8436'],\n", + " 'features': [],\n", + " 'id': 'ftr08436',\n", + " 'name': 'ATP-dependent Clp protease, ATP-binding subunit ClpC',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8431'],\n", + " 'features': [],\n", + " 'id': 'ftr08431',\n", + " 'name': 'Thiaminase II (EC 3.5.99.2) involved in salvage of thiamin pyrimidine moiety',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8430'],\n", + " 'features': [],\n", + " 'id': 'ftr08430',\n", + " 'name': 'Hydroxyethylthiazole kinase (EC 2.7.1.50)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11967'],\n", + " 'features': [],\n", + " 'id': 'ftr11967',\n", + " 'name': 'YihE protein, a ser/thr kinase implicated in LPS synthesis and Cpx signalling',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8432'],\n", + " 'features': [],\n", + " 'id': 'ftr08432',\n", + " 'name': 'Hydroxymethylpyrimidine ABC transporter, substrate-binding component',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:phosphatidylinositol-4,5-bisphosphate4-phosphatase(ec)',\n", + " 'kegg:phosphatidylinositol-4,5-bisphosphate 4-phosphatase I (EC 3.1.3.78)',\n", + " 'kegg:phosphatidylinositol-4,5-bisphosphate 4-phosphatase II (EC 3.1.3.78)',\n", + " 'kegg:type I PtdIns-4,5-P2 4-Ptase (EC 3.1.3.78)',\n", + " 'kegg:type II PtdIns-4,5-P2 4-Ptase (EC 3.1.3.78)',\n", + " 'kegg:IpgD (EC 3.1.3.78)',\n", + " 'kegg:PtdIns-4,5-P2 4-phosphatase type I (EC 3.1.3.78)',\n", + " 'kegg:PtdIns-4,5-P2 4-phosphatase type II (EC 3.1.3.78)',\n", + " 'kegg:type I phosphatidylinositol-4,5-bisphosphate 4-phosphatase (EC 3.1.3.78)',\n", + " 'kegg:type 1 4-phosphatase (EC 3.1.3.78)'],\n", + " 'features': [],\n", + " 'id': 'ftr31355',\n", + " 'name': 'phosphatidylinositol-4,5-bisphosphate 4-phosphatase (EC 3.1.3.78)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.16376'],\n", + " 'features': [],\n", + " 'id': 'ftr16376',\n", + " 'name': 'yiaKLMNOPQRS promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14157'],\n", + " 'features': [],\n", + " 'id': 'ftr14157',\n", + " 'name': 'SpoVS-related protein, type 3',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:glyceroldehydratase(ec)',\n", + " 'kegg:glycerol dehydrase (EC 4.2.1.30)',\n", + " 'kegg:glycerol hydro-lyase (EC 4.2.1.30)'],\n", + " 'features': [],\n", + " 'id': 'ftr33537',\n", + " 'name': 'glycerol dehydratase (EC 4.2.1.30)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:biphenyl2,3-dioxygenase(ec)',\n", + " 'kegg:biphenyl dioxygenase (EC 1.14.12.18)'],\n", + " 'features': [],\n", + " 'id': 'ftr30748',\n", + " 'name': 'biphenyl 2,3-dioxygenase (EC 1.14.12.18)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:oxaloglycolatereductase(decarboxylating)(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr31404',\n", + " 'name': 'oxaloglycolate reductase (decarboxylating) (EC 1.1.1.92)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14405'],\n", + " 'features': [],\n", + " 'id': 'ftr14405',\n", + " 'name': 'Fimbriae-like adhesin FimI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:guanosine-diphosphatase(ec)',\n", + " 'kegg:GDPase (EC 3.6.1.42)'],\n", + " 'features': [],\n", + " 'id': 'ftr34165',\n", + " 'name': 'guanosine-diphosphatase (EC 3.6.1.42)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:long-chain-fatty-acyl-coareductase(ec)',\n", + " 'kegg:acyl-CoA reductase (EC 1.2.1.50)',\n", + " 'kegg:acyl coenzyme A reductase (EC 1.2.1.50)'],\n", + " 'features': [],\n", + " 'id': 'ftr31406',\n", + " 'name': 'long-chain-fatty-acyl-CoA reductase (EC 1.2.1.50)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:phenylacetyl-coadehydrogenase(ec)',\n", + " 'kegg:phenylacetyl-CoA:acceptor oxidoreductase (EC 1.17.5.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr30123',\n", + " 'name': 'phenylacetyl-CoA dehydrogenase (EC 1.17.5.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:galactosylacylglycerolo-acyltransferase(ec)',\n", + " 'kegg:acyl-acyl-carrier protein: lysomonogalactosyldiacylglycerol acyltransferase (EC 2.3.1.141)',\n", + " 'kegg:acyl-ACP:lyso-MGDG acyltransferase (EC 2.3.1.141)',\n", + " 'kegg:acyl-[acyl-carrier-protein]:D-galactosylacylglycerol O-acyltransferase (EC 2.3.1.141)'],\n", + " 'features': [],\n", + " 'id': 'ftr31407',\n", + " 'name': 'galactosylacylglycerol O-acyltransferase (EC 2.3.1.141)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:[myelin-proteolipid]o-palmitoyltransferase(ec)',\n", + " 'kegg:myelin PLP acyltransferase (EC 2.3.1.100)',\n", + " 'kegg:acyl-protein synthetase (EC 2.3.1.100)',\n", + " 'kegg:myelin-proteolipid O-palmitoyltransferase (EC 2.3.1.100)'],\n", + " 'features': [],\n", + " 'id': 'ftr31400',\n", + " 'name': '[myelin-proteolipid] O-palmitoyltransferase (EC 2.3.1.100)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:penicillopepsin(ec)',\n", + " 'kegg:peptidase A (EC 3.4.23.20)',\n", + " 'kegg:Penicillium janthinellum aspartic proteinase (EC 3.4.23.20)',\n", + " 'kegg:acid protease A (EC 3.4.23.20)',\n", + " 'kegg:Penicillium citrinum acid proteinase (EC 3.4.23.20)',\n", + " 'kegg:Penicillium cyclopium acid proteinase (EC 3.4.23.20)',\n", + " 'kegg:Penicillium expansum acid proteinase (EC 3.4.23.20)',\n", + " 'kegg:Penicillium janthinellum acid proteinase (EC 3.4.23.20)',\n", + " 'kegg:Penicillium expansum aspartic proteinase (EC 3.4.23.20)',\n", + " 'kegg:Penicillium aspartic proteinase (EC 3.4.23.20)',\n", + " 'kegg:Penicillium caseicolum aspartic proteinase (EC 3.4.23.20)',\n", + " 'kegg:Penicillium roqueforti acid proteinase (EC 3.4.23.20)',\n", + " 'kegg:Penicillium duponti aspartic proteinase (EC 3.4.23.20)',\n", + " 'kegg:Penicillium citrinum aspartic proteinase (EC 3.4.23.20)'],\n", + " 'features': [],\n", + " 'id': 'ftr33253',\n", + " 'name': 'penicillopepsin (EC 3.4.23.20)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:dolichyl-diphosphate---polyphosphatephosphotransferase(ec)',\n", + " 'kegg:dolichylpyrophosphate:polyphosphate phosphotransferase (EC 2.7.4.20)'],\n", + " 'features': [],\n", + " 'id': 'ftr30520',\n", + " 'name': 'dolichyl-diphosphate---polyphosphate phosphotransferase (EC 2.7.4.20)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:inositol-hexakisphosphatekinase(ec)',\n", + " 'kegg:ATP:1D-myo-inositol-hexakisphosphate phosphotransferase (EC 2.7.4.21)'],\n", + " 'features': [],\n", + " 'id': 'ftr30521',\n", + " 'name': 'inositol-hexakisphosphate kinase (EC 2.7.4.21)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:fatty-acido-methyltransferase(ec)',\n", + " 'kegg:fatty acid methyltransferase (EC 2.1.1.15)',\n", + " 'kegg:fatty acid O-methyltransferase (EC 2.1.1.15)'],\n", + " 'features': [],\n", + " 'id': 'ftr31403',\n", + " 'name': 'fatty-acid O-methyltransferase (EC 2.1.1.15)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:formatedehydrogenase(cytochrome)(ec)',\n", + " 'kegg:formate dehydrogenase (EC 1.2.2.1)',\n", + " 'kegg:formate:cytochrome b1 oxidoreductase (EC 1.2.2.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr32851',\n", + " 'name': 'formate dehydrogenase (cytochrome) (EC 1.2.2.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:psychosinesulfotransferase(ec)',\n", + " 'kegg:PAPS:psychosine sulphotransferase (EC 2.8.2.13)',\n", + " \"kegg:3'-phosphoadenosine 5'-phosphosulfate-psychosine sulphotransferase (EC 2.8.2.13)\"],\n", + " 'features': [],\n", + " 'id': 'ftr34389',\n", + " 'name': 'psychosine sulfotransferase (EC 2.8.2.13)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.16331'],\n", + " 'features': [],\n", + " 'id': 'ftr16331',\n", + " 'name': 'Chaperone-modulator protein CbpM',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:phosphatebutyryltransferase(ec)',\n", + " 'kegg:phosphotransbutyrylase (EC 2.3.1.19)'],\n", + " 'features': [],\n", + " 'id': 'ftr32450',\n", + " 'name': 'phosphate butyryltransferase (EC 2.3.1.19)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.5744'],\n", + " 'features': [],\n", + " 'id': 'ftr05744',\n", + " 'name': 'Nitrous oxide reductase maturation protein NosD',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:phosphoamidase(ec)',\n", + " 'kegg:creatine phosphatase (EC 3.9.1.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr34114',\n", + " 'name': 'phosphoamidase (EC 3.9.1.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14873'],\n", + " 'features': [],\n", + " 'id': 'ftr14873',\n", + " 'name': 'ArcA binding site upstream of hya operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:glyoxylatereductase(nadp+)(ec)',\n", + " 'kegg:NADPH-glyoxylate reductase (EC 1.1.1.79)',\n", + " 'kegg:glyoxylate reductase (NADP) (EC 1.1.1.79)'],\n", + " 'features': [],\n", + " 'id': 'ftr30526',\n", + " 'name': 'glyoxylate reductase (NADP+) (EC 1.1.1.79)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:dtdp-3-amino-3,6-dideoxy-alpha-d-glucopyranosetransaminase(ec)',\n", + " 'kegg:TylB (EC 2.6.1.89)',\n", + " 'kegg:TDP-3-keto-6-deoxy-D-glucose 3-aminotransferase (EC 2.6.1.89)',\n", + " 'kegg:TDP-3-dehydro-6-deoxy-D-glucose 3-aminotransferase (EC 2.6.1.89)',\n", + " 'kegg:dTDP-3-keto-6-deoxy-D-glucose 3-aminotransferase (EC 2.6.1.89)',\n", + " 'kegg:dTDP-3-dehydro-6-deoxy-D-glucose 3-aminotransferase (EC 2.6.1.89)'],\n", + " 'features': [],\n", + " 'id': 'ftr33109',\n", + " 'name': 'dTDP-3-amino-3,6-dideoxy-alpha-D-glucopyranose transaminase (EC 2.6.1.89)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:histidinol-phosphatetransaminase(ec)',\n", + " 'kegg:imidazolylacetolphosphate transaminase (EC 2.6.1.9)',\n", + " 'kegg:glutamic-imidazoleacetol phosphate transaminase (EC 2.6.1.9)',\n", + " 'kegg:histidinol phosphate aminotransferase (EC 2.6.1.9)',\n", + " 'kegg:imidazoleacetol phosphate transaminase (EC 2.6.1.9)',\n", + " 'kegg:L-histidinol phosphate aminotransferase (EC 2.6.1.9)',\n", + " 'kegg:histidine:imidazoleacetol phosphate transaminase (EC 2.6.1.9)',\n", + " 'kegg:IAP transaminase (EC 2.6.1.9)',\n", + " 'kegg:imidazolylacetolphosphate aminotransferase (EC 2.6.1.9)'],\n", + " 'features': [],\n", + " 'id': 'ftr33108',\n", + " 'name': 'histidinol-phosphate transaminase (EC 2.6.1.9)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:dtdp-3-amino-3,6-dideoxy-alpha-d-galactopyranosetransaminase(ec)',\n", + " 'kegg:dTDP-6-deoxy-D-xylohex-3-uloseaminase (EC 2.6.1.90)',\n", + " 'kegg:FdtB (EC 2.6.1.90)',\n", + " 'kegg:TDP-3-keto-6-deoxy-D-galactose-3-aminotransferase (EC 2.6.1.90)',\n", + " 'kegg:RavAMT (EC 2.6.1.90)',\n", + " 'kegg:TDP-3-keto-6-deoxy-D-galactose 3-aminotransferase (EC 2.6.1.90)',\n", + " 'kegg:TDP-3-dehydro-6-deoxy-D-galactose 3-aminotransferase (EC 2.6.1.90)'],\n", + " 'features': [],\n", + " 'id': 'ftr33107',\n", + " 'name': 'dTDP-3-amino-3,6-dideoxy-alpha-D-galactopyranose transaminase (EC 2.6.1.90)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:udp-4-amino-4,6-dideoxy-n-acetyl-beta-l-altrosaminetransaminase(ec)',\n", + " 'kegg:PseC (EC 2.6.1.92)'],\n", + " 'features': [],\n", + " 'id': 'ftr33106',\n", + " 'name': 'UDP-4-amino-4,6-dideoxy-N-acetyl-beta-L-altrosamine transaminase (EC 2.6.1.92)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:oximinotransferase(ec)',\n", + " 'kegg:transoximinase (EC 2.6.3.1)',\n", + " 'kegg:oximase (EC 2.6.3.1)',\n", + " 'kegg:pyruvate-acetone oximinotransferase (EC 2.6.3.1)',\n", + " 'kegg:transoximase (EC 2.6.3.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr33105',\n", + " 'name': 'oximinotransferase (EC 2.6.3.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:methylglyoxalreductase(nadh-dependent)(ec)',\n", + " 'kegg:methylglyoxal reductase (EC 1.1.1.78)',\n", + " 'kegg:D-lactaldehyde dehydrogenase (EC 1.1.1.78)'],\n", + " 'features': [],\n", + " 'id': 'ftr30527',\n", + " 'name': 'methylglyoxal reductase (NADH-dependent) (EC 1.1.1.78)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:4-hydroxy-2-oxovaleratealdolase(ec)',\n", + " 'kegg:4-hydroxy-2-ketovalerate aldolase (EC 4.1.3.39)',\n", + " 'kegg:HOA (EC 4.1.3.39)',\n", + " 'kegg:DmpG (EC 4.1.3.39)',\n", + " 'kegg:4-hydroxy-2-oxovalerate pyruvate-lyase (EC 4.1.3.39)',\n", + " 'kegg:4-hydroxy-2-oxopentanoate pyruvate-lyase (EC 4.1.3.39)'],\n", + " 'features': [],\n", + " 'id': 'ftr33103',\n", + " 'name': '4-hydroxy-2-oxovalerate aldolase (EC 4.1.3.39)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15599'],\n", + " 'features': [],\n", + " 'id': 'ftr15599',\n", + " 'name': 'Outer membrane protein N',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15039'],\n", + " 'features': [],\n", + " 'id': 'ftr15039',\n", + " 'name': 'H-NS protected region 1 at clyA gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:glutaminen-phenylacetyltransferase(ec)',\n", + " 'kegg:glutamine phenylacetyltransferase (EC 2.3.1.14)',\n", + " 'kegg:phenylacetyl-CoA:L-glutamine N-acetyltransferase (EC 2.3.1.14)'],\n", + " 'features': [],\n", + " 'id': 'ftr31409',\n", + " 'name': 'glutamine N-phenylacetyltransferase (EC 2.3.1.14)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.11297'],\n", + " 'features': [],\n", + " 'id': 'ftr11297',\n", + " 'name': 'Sensor histidine kinase VraS',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11296'],\n", + " 'features': [],\n", + " 'id': 'ftr11296',\n", + " 'name': 'ABC Fe3+ siderophore transporter, inner membrane subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11295'],\n", + " 'features': [],\n", + " 'id': 'ftr11295',\n", + " 'name': 'ABC-type spermidine/putrescine transport systems, ATPase components',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5745'],\n", + " 'features': [],\n", + " 'id': 'ftr05745',\n", + " 'name': 'Nitrous oxide reductase maturation protein NosR',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11293'],\n", + " 'features': [],\n", + " 'id': 'ftr11293',\n", + " 'name': 'FIG005478: Porin, Gram-negative type',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11292'],\n", + " 'features': [],\n", + " 'id': 'ftr11292',\n", + " 'name': 'Oligopeptide transport system permease protein OppB (TC 3.A.1.5.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11291'],\n", + " 'features': [],\n", + " 'id': 'ftr11291',\n", + " 'name': 'Outer membrane (iron.B12.siderophore.hemin) receptor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11290'],\n", + " 'features': [],\n", + " 'id': 'ftr11290',\n", + " 'name': 'ABC transporter (iron.B12.siderophore.hemin) , permease component',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:guanylatecyclase(ec)',\n", + " 'kegg:guanylyl cyclase (EC 4.6.1.2)',\n", + " 'kegg:guanyl cyclase (EC 4.6.1.2)',\n", + " 'kegg:GTP diphosphate-lyase (cyclizing) (EC 4.6.1.2)'],\n", + " 'features': [],\n", + " 'id': 'ftr32517',\n", + " 'name': 'guanylate cyclase (EC 4.6.1.2)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:ent-kaurenoicacidoxidase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr32516',\n", + " 'name': 'ent-kaurenoic acid oxidase (EC 1.14.13.79)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:flavin-containingmonooxygenase(ec)',\n", + " 'kegg:dimethylaniline oxidase (EC 1.14.13.8)',\n", + " 'kegg:dimethylaniline N-oxidase (EC 1.14.13.8)',\n", + " 'kegg:FAD-containing monooxygenase (EC 1.14.13.8)',\n", + " 'kegg:N,N-dimethylaniline monooxygenase (EC 1.14.13.8)',\n", + " 'kegg:DMA oxidase (EC 1.14.13.8)',\n", + " 'kegg:flavin mixed function oxidase (EC 1.14.13.8)',\n", + " \"kegg:Ziegler's enzyme (EC 1.14.13.8)\",\n", + " 'kegg:mixed-function amine oxidase (EC 1.14.13.8)',\n", + " 'kegg:FMO (EC 1.14.13.8)',\n", + " 'kegg:FMO-I (EC 1.14.13.8)',\n", + " 'kegg:FMO-II (EC 1.14.13.8)',\n", + " 'kegg:FMO1 (EC 1.14.13.8)',\n", + " 'kegg:FMO2 (EC 1.14.13.8)',\n", + " 'kegg:FMO3 (EC 1.14.13.8)',\n", + " 'kegg:FMO4 (EC 1.14.13.8)',\n", + " 'kegg:FMO5 (EC 1.14.13.8)',\n", + " 'kegg:flavin monooxygenase (EC 1.14.13.8)',\n", + " 'kegg:methylphenyltetrahydropyridine N-monooxygenase (EC 1.14.13.8)',\n", + " 'kegg:1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine:oxygen N-oxidoreductase (EC 1.14.13.8)',\n", + " 'kegg:dimethylaniline monooxygenase (N-oxide-forming) (EC 1.14.13.8)'],\n", + " 'features': [],\n", + " 'id': 'ftr32515',\n", + " 'name': 'flavin-containing monooxygenase (EC 1.14.13.8)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14877'],\n", + " 'features': [],\n", + " 'id': 'ftr14877',\n", + " 'name': 'NagC protected region (boxM) at manXYZ operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:asparaginase(ec)',\n", + " 'kegg:asparaginase II (EC 3.5.1.1)',\n", + " 'kegg:L-asparaginase (EC 3.5.1.1)',\n", + " 'kegg:colaspase (EC 3.5.1.1)',\n", + " 'kegg:elspar (EC 3.5.1.1)',\n", + " 'kegg:leunase (EC 3.5.1.1)',\n", + " 'kegg:crasnitin (EC 3.5.1.1)',\n", + " 'kegg:alpha-asparaginase (EC 3.5.1.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr32513',\n", + " 'name': 'asparaginase (EC 3.5.1.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.12092'],\n", + " 'features': [],\n", + " 'id': 'ftr12092',\n", + " 'name': 'Phage tail assembly',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11299'],\n", + " 'features': [],\n", + " 'id': 'ftr11299',\n", + " 'name': 'Putative methyltransferase associated with DUF414',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11298'],\n", + " 'features': [],\n", + " 'id': 'ftr11298',\n", + " 'name': 'Two component transcriptional regulator VraR',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12093'],\n", + " 'features': [],\n", + " 'id': 'ftr12093',\n", + " 'name': 'tail tube',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12928'],\n", + " 'features': [],\n", + " 'id': 'ftr12928',\n", + " 'name': 'Proposed lipoate regulatory protein YbeD',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12929'],\n", + " 'features': [],\n", + " 'id': 'ftr12929',\n", + " 'name': 'Transmembrane protein MT2276, clustered with lipoate gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7968'],\n", + " 'features': [],\n", + " 'id': 'ftr07968',\n", + " 'name': 'hydrogenase (cytochrome-c3 hydrogenase beta chain)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7966'],\n", + " 'features': [],\n", + " 'id': 'ftr07966',\n", + " 'name': 'Ni,Fe-hydrogenase III small subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7967'],\n", + " 'features': [],\n", + " 'id': 'ftr07967',\n", + " 'name': 'cytochrome-c3 hydrogenase alpha chain',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7964'],\n", + " 'features': [],\n", + " 'id': 'ftr07964',\n", + " 'name': 'Probable Ni/Fe-hydrogenase 2 B-type cytochrome subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7965'],\n", + " 'features': [],\n", + " 'id': 'ftr07965',\n", + " 'name': 'Ni,Fe-hydrogenase III large subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7962'],\n", + " 'features': [],\n", + " 'id': 'ftr07962',\n", + " 'name': 'FIG002961: Putative lipid carrier protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12921'],\n", + " 'features': [],\n", + " 'id': 'ftr12921',\n", + " 'name': 'L-Cystine ABC transporter, permease protein TcyB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7960'],\n", + " 'features': [],\n", + " 'id': 'ftr07960',\n", + " 'name': 'FIG002208: Acetyltransferase (EC 2.3.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7961'],\n", + " 'features': [],\n", + " 'id': 'ftr07961',\n", + " 'name': 'FIG001421: Putative protease',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10218'],\n", + " 'features': [],\n", + " 'id': 'ftr10218',\n", + " 'name': 'Ferrichrome-binding periplasmic protein precursor in superantigen-encoding pathogenicity islands SaPI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10219'],\n", + " 'features': [],\n", + " 'id': 'ftr10219',\n", + " 'name': 'Hypothetical SAR0385 homolog in superantigen-encoding pathogenicity islands SaPI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12096'],\n", + " 'features': [],\n", + " 'id': 'ftr12096',\n", + " 'name': 'Phage portal protein, PBSX',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10210'],\n", + " 'features': [],\n", + " 'id': 'ftr10210',\n", + " 'name': 'Hypothetical SAV0796 homolog in superantigen-encoding pathogenicity islands SaPI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10211'],\n", + " 'features': [],\n", + " 'id': 'ftr10211',\n", + " 'name': 'Hypothetical SAV0797 homolog in superantigen-encoding pathogenicity islands SaPI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10212'],\n", + " 'features': [],\n", + " 'id': 'ftr10212',\n", + " 'name': 'Hypothetical SAV0798 homolog in superantigen-encoding pathogenicity islands SaPI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10213'],\n", + " 'features': [],\n", + " 'id': 'ftr10213',\n", + " 'name': 'Hypothetical SAV0799 homolog in superantigen-encoding pathogenicity islands SaPI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10214'],\n", + " 'features': [],\n", + " 'id': 'ftr10214',\n", + " 'name': 'Putative terminase, superantigen-encoding pathogenicity islands SaPI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10215'],\n", + " 'features': [],\n", + " 'id': 'ftr10215',\n", + " 'name': 'Secreted protein Ear, superantigen-encoding pathogenicity islands SaPI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10216'],\n", + " 'features': [],\n", + " 'id': 'ftr10216',\n", + " 'name': 'Toxic shock syndrome toxin 1 (TSST-1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10217'],\n", + " 'features': [],\n", + " 'id': 'ftr10217',\n", + " 'name': 'Hypothetical SAV0801 homolog in superantigen-encoding pathogenicity islands SaPI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13740'],\n", + " 'features': [],\n", + " 'id': 'ftr13740',\n", + " 'name': 'VirE0 protein, induced by VirAG signaling system',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14519'],\n", + " 'features': [],\n", + " 'id': 'ftr14519',\n", + " 'name': 'Transposase and inactivated derivatives, IS5 family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14518'],\n", + " 'features': [],\n", + " 'id': 'ftr14518',\n", + " 'name': 'Transposase and inactivated derivatives, IS30 family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11749'],\n", + " 'features': [],\n", + " 'id': 'ftr11749',\n", + " 'name': 'FIG137864: putative endonuclease containing a URI domain',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11748'],\n", + " 'features': [],\n", + " 'id': 'ftr11748',\n", + " 'name': 'Acyl-CoA thioesterase YciA, involved in membrane biogenesis',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11745'],\n", + " 'features': [],\n", + " 'id': 'ftr11745',\n", + " 'name': 'ABC-type Na+ efflux pump, permease component',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11744'],\n", + " 'features': [],\n", + " 'id': 'ftr11744',\n", + " 'name': 'ABC-type Na+ transport system, ATPase component',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11031'],\n", + " 'features': [],\n", + " 'id': 'ftr11031',\n", + " 'name': 'Plasmid partitioning protein ParA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11746'],\n", + " 'features': [],\n", + " 'id': 'ftr11746',\n", + " 'name': 'FIG011065: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11741'],\n", + " 'features': [],\n", + " 'id': 'ftr11741',\n", + " 'name': 'FIG020042: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11740'],\n", + " 'features': [],\n", + " 'id': 'ftr11740',\n", + " 'name': 'FIG020374: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11743'],\n", + " 'features': [],\n", + " 'id': 'ftr11743',\n", + " 'name': 'FIG032621: Hydrolase, alpha/beta hydrolase fold family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11034'],\n", + " 'features': [],\n", + " 'id': 'ftr11034',\n", + " 'name': 'Hypothetical protein pVir0029, glutamine-rich',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14156'],\n", + " 'features': [],\n", + " 'id': 'ftr14156',\n", + " 'name': 'SpoVS-related protein, type 2',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:glutamate1-kinase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr33214',\n", + " 'name': 'glutamate 1-kinase (EC 2.7.2.13)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:phospholipid:diacylglycerolacyltransferase(ec)',\n", + " 'kegg:PDAT (EC 2.3.1.158)'],\n", + " 'features': [],\n", + " 'id': 'ftr30749',\n", + " 'name': 'phospholipid:diacylglycerol acyltransferase (EC 2.3.1.158)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15336'],\n", + " 'features': [],\n", + " 'id': 'ftr15336',\n", + " 'name': 'FIG00638803: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4439'],\n", + " 'features': [],\n", + " 'id': 'ftr04439',\n", + " 'name': 'Biosynthetic arginine decarboxylase (EC 4.1.1.19)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4438'],\n", + " 'features': [],\n", + " 'id': 'ftr04438',\n", + " 'name': 'Arginine permease RocE',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4431'],\n", + " 'features': [],\n", + " 'id': 'ftr04431',\n", + " 'name': 'Succinylornithine transaminase (EC 2.6.1.81)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4430'],\n", + " 'features': [],\n", + " 'id': 'ftr04430',\n", + " 'name': 'Succinylarginine dihydrolase (EC 3.5.3.23)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4433'],\n", + " 'features': [],\n", + " 'id': 'ftr04433',\n", + " 'name': 'Succinylglutamate desuccinylase (EC 3.5.1.96)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4432'],\n", + " 'features': [],\n", + " 'id': 'ftr04432',\n", + " 'name': 'Succinylglutamic semialdehyde dehydrogenase (EC 1.2.1.71)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4435'],\n", + " 'features': [],\n", + " 'id': 'ftr04435',\n", + " 'name': 'Ornithine aminotransferase (EC 2.6.1.13)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4434'],\n", + " 'features': [],\n", + " 'id': 'ftr04434',\n", + " 'name': 'Arginine pathway regulatory protein ArgR, repressor of arg regulon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4437'],\n", + " 'features': [],\n", + " 'id': 'ftr04437',\n", + " 'name': 'Arginine utilization regulatory protein RocR',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4436'],\n", + " 'features': [],\n", + " 'id': 'ftr04436',\n", + " 'name': 'Delta-1-pyrroline-5-carboxylate dehydrogenase (EC 1.5.1.12)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4127'],\n", + " 'features': [],\n", + " 'id': 'ftr04127',\n", + " 'name': 'Macrophage infectivity potentiator',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4126'],\n", + " 'features': [],\n", + " 'id': 'ftr04126',\n", + " 'name': 'FKBP-type peptidyl-prolyl cis-trans isomerase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4125'],\n", + " 'features': [],\n", + " 'id': 'ftr04125',\n", + " 'name': 'Protein F-related protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4124'],\n", + " 'features': [],\n", + " 'id': 'ftr04124',\n", + " 'name': 'Conserved protein YngD',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4123'],\n", + " 'features': [],\n", + " 'id': 'ftr04123',\n", + " 'name': 'Inner membrane thiol:disulfide oxidoreductase, DsbB-like',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4122'],\n", + " 'features': [],\n", + " 'id': 'ftr04122',\n", + " 'name': 'Nitric oxide reductase activation protein NorD',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4121'],\n", + " 'features': [],\n", + " 'id': 'ftr04121',\n", + " 'name': 'Nitric oxide reductase activation protein NorQ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4120'],\n", + " 'features': [],\n", + " 'id': 'ftr04120',\n", + " 'name': 'Nitrous oxide reductase maturation protein NosF (ATPase)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16469'],\n", + " 'features': [],\n", + " 'id': 'ftr16469',\n", + " 'name': 'hupB promoter P3',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4129'],\n", + " 'features': [],\n", + " 'id': 'ftr04129',\n", + " 'name': 'Iron-sulfur cluster-binding protein, Rieske family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4128'],\n", + " 'features': [],\n", + " 'id': 'ftr04128',\n", + " 'name': 'Membrane protein, suppressor for copper-sensitivity ScsD',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16330'],\n", + " 'features': [],\n", + " 'id': 'ftr16330',\n", + " 'name': 'TorCAD operon transcriptional regulatory protein TorR',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15745'],\n", + " 'features': [],\n", + " 'id': 'ftr15745',\n", + " 'name': 'FIG00638364: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:tyrosine---arginineligase(ec)',\n", + " 'kegg:tyrosyl-arginine synthase (EC 6.3.2.24)',\n", + " 'kegg:kyotorphin synthase (EC 6.3.2.24)',\n", + " 'kegg:kyotorphin-synthesizing enzyme (EC 6.3.2.24)',\n", + " 'kegg:kyotorphin synthetase (EC 6.3.2.24)'],\n", + " 'features': [],\n", + " 'id': 'ftr30450',\n", + " 'name': 'tyrosine---arginine ligase (EC 6.3.2.24)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:glutamylaminopeptidase(ec)',\n", + " 'kegg:aminopeptidase A (EC 3.4.11.7)',\n", + " 'kegg:aspartate aminopeptidase (EC 3.4.11.7)',\n", + " 'kegg:angiotensinase A (EC 3.4.11.7)',\n", + " 'kegg:glutamyl peptidase (EC 3.4.11.7)',\n", + " 'kegg:Ca2+-activated glutamate aminopeptidase (EC 3.4.11.7)',\n", + " 'kegg:membrane aminopeptidase II (EC 3.4.11.7)',\n", + " 'kegg:antigen BP-1/6C3 of mouse B lymphocytes (EC 3.4.11.7)',\n", + " 'kegg:L-aspartate aminopeptidase (EC 3.4.11.7)',\n", + " 'kegg:angiotensinase A2 (EC 3.4.11.7)'],\n", + " 'features': [],\n", + " 'id': 'ftr30452',\n", + " 'name': 'glutamyl aminopeptidase (EC 3.4.11.7)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:aminopeptidaseb(ec)',\n", + " 'kegg:arylamidase II (EC 3.4.11.6)',\n", + " 'kegg:arginine aminopeptidase (EC 3.4.11.6)',\n", + " 'kegg:arginyl aminopeptidase (EC 3.4.11.6)',\n", + " 'kegg:Cl--activated arginine aminopeptidase (EC 3.4.11.6)',\n", + " 'kegg:cytosol aminopeptidase IV (EC 3.4.11.6)',\n", + " 'kegg:L-arginine aminopeptidase (EC 3.4.11.6)'],\n", + " 'features': [],\n", + " 'id': 'ftr30453',\n", + " 'name': 'aminopeptidase B (EC 3.4.11.6)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:prolylaminopeptidase(ec)',\n", + " 'kegg:proline aminopeptidase (EC 3.4.11.5)',\n", + " 'kegg:Pro-X aminopeptidase (EC 3.4.11.5)',\n", + " 'kegg:cytosol aminopeptidase V (EC 3.4.11.5)',\n", + " 'kegg:proline iminopeptidase (EC 3.4.11.5)'],\n", + " 'features': [],\n", + " 'id': 'ftr30454',\n", + " 'name': 'prolyl aminopeptidase (EC 3.4.11.5)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:gamma-glutamylhistaminesynthase(ec)',\n", + " 'kegg:gamma-glutaminylhistamine synthetase (EC 6.3.2.18)',\n", + " 'kegg:gamma-GHA synthetase (EC 6.3.2.18)'],\n", + " 'features': [],\n", + " 'id': 'ftr30456',\n", + " 'name': 'gamma-glutamylhistamine synthase (EC 6.3.2.18)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.2878'],\n", + " 'features': [],\n", + " 'id': 'ftr02878',\n", + " 'name': 'Ribosomal RNA small subunit methyltransferase C (EC 2.1.1.52)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2877'],\n", + " 'features': [],\n", + " 'id': 'ftr02877',\n", + " 'name': 'Ribosomal RNA small subunit methyltransferase B (EC 2.1.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2876'],\n", + " 'features': [],\n", + " 'id': 'ftr02876',\n", + " 'name': 'Ribosomal RNA small subunit methyltransferase G (EC 2.1.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2875'],\n", + " 'features': [],\n", + " 'id': 'ftr02875',\n", + " 'name': 'Ribosomal small subunit pseudouridine synthase A (EC 4.2.1.70)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2874'],\n", + " 'features': [],\n", + " 'id': 'ftr02874',\n", + " 'name': 'Motility accessory factor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2873'],\n", + " 'features': [],\n", + " 'id': 'ftr02873',\n", + " 'name': 'Putative lipoprotein required for motility',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2872'],\n", + " 'features': [],\n", + " 'id': 'ftr02872',\n", + " 'name': 'Rrf2 family transcriptional regulator',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2871'],\n", + " 'features': [],\n", + " 'id': 'ftr02871',\n", + " 'name': 'Signal transduction protein CetB, mediates an energy taxis response',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2870'],\n", + " 'features': [],\n", + " 'id': 'ftr02870',\n", + " 'name': 'Signal transduction protein CetA, mediates an energy taxis response',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16165'],\n", + " 'features': [],\n", + " 'id': 'ftr16165',\n", + " 'name': 'Putative regulatory protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4292'],\n", + " 'features': [],\n", + " 'id': 'ftr04292',\n", + " 'name': 'Streptolysin S biosynthesis protein (SagF)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14263'],\n", + " 'features': [],\n", + " 'id': 'ftr14263',\n", + " 'name': 'Predicted sugar catabolic transcriptional regulator UgtR, RpiR family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16091'],\n", + " 'features': [],\n", + " 'id': 'ftr16091',\n", + " 'name': 'Biotin--protein ligase (EC 6.3.4.9, EC 6.3.4.10, EC 6.3.4.11, EC 6.3.4.15)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13529'],\n", + " 'features': [],\n", + " 'id': 'ftr13529',\n", + " 'name': 'Phage lysin, N-acetylmuramoyl-L-alanine amidase (EC 3.5.1.28)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13528'],\n", + " 'features': [],\n", + " 'id': 'ftr13528',\n", + " 'name': 'Phage peptidoglycan hydrolase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13527'],\n", + " 'features': [],\n", + " 'id': 'ftr13527',\n", + " 'name': 'Phage lysin (EC 3.2.1.17)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13526'],\n", + " 'features': [],\n", + " 'id': 'ftr13526',\n", + " 'name': 'Phage-associated HNH homing endonuclease',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13523'],\n", + " 'features': [],\n", + " 'id': 'ftr13523',\n", + " 'name': 'Phage inihibitor of recBCD nuclease',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13522'],\n", + " 'features': [],\n", + " 'id': 'ftr13522',\n", + " 'name': 'Phage Holliday junction resolvase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13521'],\n", + " 'features': [],\n", + " 'id': 'ftr13521',\n", + " 'name': 'Phage resolvase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15425'],\n", + " 'features': [],\n", + " 'id': 'ftr15425',\n", + " 'name': 'FIG00638290: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:glutathionethiolesterase(ec)',\n", + " 'kegg:citryl-glutathione thioesterhydrolase (EC 3.1.2.7)'],\n", + " 'features': [],\n", + " 'id': 'ftr34667',\n", + " 'name': 'glutathione thiolesterase (EC 3.1.2.7)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:glycyrrhizinatebeta-glucuronidase(ec)',\n", + " 'kegg:glycyrrhizin beta-hydrolase (EC 3.2.1.128)',\n", + " 'kegg:glycyrrhizin hydrolase (EC 3.2.1.128)',\n", + " 'kegg:glycyrrhizinic acid hydrolase (EC 3.2.1.128)'],\n", + " 'features': [],\n", + " 'id': 'ftr33363',\n", + " 'name': 'glycyrrhizinate beta-glucuronidase (EC 3.2.1.128)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:alpha-1,6-mannosyl-glycoprotein2-beta-n-acetylglucosaminyltransferase(ec)',\n", + " 'kegg:N-acetylglucosaminyltransferase II (EC 2.4.1.143)',\n", + " 'kegg:N-glycosyl-oligosaccharide-glycoprotein N-acetylglucosaminyltransferase II (EC 2.4.1.143)',\n", + " 'kegg:acetylglucosaminyltransferase II (EC 2.4.1.143)',\n", + " 'kegg:uridine diphosphoacetylglucosamine-mannoside alpha1->6-acetylglucosaminyltransferase (EC 2.4.1.143)',\n", + " 'kegg:uridine diphosphoacetylglucosamine-alpha-1,6-mannosylglycoprotein beta-1-2-N-acetylglucosaminyltransferase (EC 2.4.1.143)',\n", + " 'kegg:uridine diphosphoacetylglucosamine-alpha-D-mannoside beta1-2-acetylglucosaminyltransferase (EC 2.4.1.143)',\n", + " 'kegg:UDP-GlcNAc:mannoside alpha1-6 acetylglucosaminyltransferase (EC 2.4.1.143)',\n", + " 'kegg:alpha-1,6-mannosyl-glycoprotein beta-1,2-N-acetylglucosaminyltransferase (EC 2.4.1.143)',\n", + " 'kegg:GnTII (EC 2.4.1.143)'],\n", + " 'features': [],\n", + " 'id': 'ftr32061',\n", + " 'name': 'alpha-1,6-mannosyl-glycoprotein 2-beta-N-acetylglucosaminyltransferase (EC 2.4.1.143)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:nadp-retinoldehydrogenase(ec)',\n", + " 'kegg:all-trans retinal reductase (EC 1.1.1.300)',\n", + " 'kegg:all-trans-retinol dehydrogenase (EC 1.1.1.300)',\n", + " 'kegg:NADP(H)-dependent retinol dehydrogenase/reductase (EC 1.1.1.300)',\n", + " 'kegg:RDH11 (EC 1.1.1.300)',\n", + " 'kegg:RDH12 (EC 1.1.1.300)',\n", + " 'kegg:RDH13 (EC 1.1.1.300)',\n", + " 'kegg:RDH14 (EC 1.1.1.300)',\n", + " 'kegg:retinol dehydrogenase 12 (EC 1.1.1.300)',\n", + " 'kegg:retinol dehydrogenase 14 (EC 1.1.1.300)',\n", + " 'kegg:retinol dehydrogenase [NADP+] (EC 1.1.1.300)',\n", + " 'kegg:RalR1 (EC 1.1.1.300)',\n", + " 'kegg:PSDR1 (EC 1.1.1.300)'],\n", + " 'features': [],\n", + " 'id': 'ftr34120',\n", + " 'name': 'NADP-retinol dehydrogenase (EC 1.1.1.300)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.13418'],\n", + " 'features': [],\n", + " 'id': 'ftr13418',\n", + " 'name': 'Cyanophage-encoded phosphoribosylaminoimidazole-succinocarboxamide synthase protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:sphinganinekinase(ec)',\n", + " 'kegg:dihydrosphingosine kinase (EC 2.7.1.91)',\n", + " 'kegg:dihydrosphingosine kinase (phosphorylating) (EC 2.7.1.91)',\n", + " 'kegg:sphingosine kinase (phosphorylating) (EC 2.7.1.91)'],\n", + " 'features': [],\n", + " 'id': 'ftr34659',\n", + " 'name': 'sphinganine kinase (EC 2.7.1.91)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.16501'],\n", + " 'features': [],\n", + " 'id': 'ftr16501',\n", + " 'name': 'pts promoter P1b',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12216'],\n", + " 'features': [],\n", + " 'id': 'ftr12216',\n", + " 'name': 'Hypothetical protein YbbP, contains nucleotide-binding domain of DisA bacterial checkpoint controller',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12212'],\n", + " 'features': [],\n", + " 'id': 'ftr12212',\n", + " 'name': 'N1-specific pseudouridine methyltransferase NEP1, biosynthesis of m1acp3-psi in 18S/16S rRNA in Eukaryotes and Archaea',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13415'],\n", + " 'features': [],\n", + " 'id': 'ftr13415',\n", + " 'name': 'T4-like phage protein, T4 GC0918',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12210'],\n", + " 'features': [],\n", + " 'id': 'ftr12210',\n", + " 'name': 'N1-specific pseudouridine methyltransferase TrmY, biosynthesis of m1psi in tRNA at position 54 in Archaea',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12211'],\n", + " 'features': [],\n", + " 'id': 'ftr12211',\n", + " 'name': 'Pus10-like',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:aminobutyraldehydedehydrogenase(ec)',\n", + " 'kegg:gamma-guanidinobutyraldehyde dehydrogenase (ambiguous) (EC 1.2.1.19)',\n", + " 'kegg:ABAL dehydrogenase (EC 1.2.1.19)',\n", + " 'kegg:4-aminobutyraldehyde dehydrogenase (EC 1.2.1.19)',\n", + " 'kegg:4-aminobutanal dehydrogenase (EC 1.2.1.19)',\n", + " 'kegg:gamma-aminobutyraldehyde dehydroganase (EC 1.2.1.19)',\n", + " 'kegg:1-pyrroline dehydrogenase (EC 1.2.1.19)',\n", + " 'kegg:ABALDH (EC 1.2.1.19)',\n", + " 'kegg:YdcW (EC 1.2.1.19)'],\n", + " 'features': [],\n", + " 'id': 'ftr33864',\n", + " 'name': 'aminobutyraldehyde dehydrogenase (EC 1.2.1.19)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['psfr.496'],\n", + " 'features': ['AT1G01120',\n", + " 'AT1G04220',\n", + " 'AT1G07720',\n", + " 'AT1G19440',\n", + " 'AT1G25450',\n", + " 'AT1G68530',\n", + " 'AT1G71160',\n", + " 'AT2G15090',\n", + " 'AT2G16280',\n", + " 'AT2G26250',\n", + " 'AT2G26640',\n", + " 'AT2G28630',\n", + " 'AT2G46720',\n", + " 'AT3G10280',\n", + " 'AT3G52160',\n", + " 'AT4G34250',\n", + " 'AT4G34510',\n", + " 'AT4G34520',\n", + " 'AT5G04530',\n", + " 'AT5G43760',\n", + " 'AT5G49070'],\n", + " 'id': 'ftr50496',\n", + " 'name': 'Very-long-chain 3-oxoacyl-CoA synthase (EC 2.3.1.199)',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['msfr.16439'],\n", + " 'features': [],\n", + " 'id': 'ftr16439',\n", + " 'name': 'rot promoter P4',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['psfr.494'],\n", + " 'features': ['AT1G24100'],\n", + " 'id': 'ftr50494',\n", + " 'name': 'N-hydroxythioamide S-beta-glucosyltransferase (EC 2.4.1.195) in Trp, Phe, Tyr-derived glucosinolates biosynthesis',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['psfr.495'],\n", + " 'features': ['AT4G15093'],\n", + " 'id': 'ftr50495',\n", + " 'name': 'Extradiol ring-cleavage dioxygenase [caffealdehyde, other] (EC 1.13.-.-)',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['psfr.493'],\n", + " 'features': [],\n", + " 'id': 'ftr50493',\n", + " 'name': 'Sinapoylated glucosinolates modification, unresolved step',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['psfr.490'],\n", + " 'features': [],\n", + " 'id': 'ftr50490',\n", + " 'name': 'Cyclopropane desaturase (no EC)',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['msfr.3478'],\n", + " 'features': [],\n", + " 'id': 'ftr03478',\n", + " 'name': 'Integrase regulator R',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3479'],\n", + " 'features': [],\n", + " 'id': 'ftr03479',\n", + " 'name': 'Phage-related protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13297'],\n", + " 'features': [],\n", + " 'id': 'ftr13297',\n", + " 'name': 'Phage baseplate hub',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13296'],\n", + " 'features': [],\n", + " 'id': 'ftr13296',\n", + " 'name': 'hypothetical protein in PFGI-1-like cluster',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13291'],\n", + " 'features': [],\n", + " 'id': 'ftr13291',\n", + " 'name': 'Conjugative transfer protein PilO in PFGI-1-like cluster',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13290'],\n", + " 'features': [],\n", + " 'id': 'ftr13290',\n", + " 'name': 'Conjugative transfer protein PilN in PFGI-1-like cluster',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13293'],\n", + " 'features': [],\n", + " 'id': 'ftr13293',\n", + " 'name': 'Conjugative transfer protein PilR in PFGI-1-like cluster',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13292'],\n", + " 'features': [],\n", + " 'id': 'ftr13292',\n", + " 'name': 'Conjugative transfer protein PilP in PFGI-1-like cluster',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3470'],\n", + " 'features': [],\n", + " 'id': 'ftr03470',\n", + " 'name': 'Peptidyl-tRNA hydrolase, archaeal type (EC 3.1.1.29)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3471'],\n", + " 'features': [],\n", + " 'id': 'ftr03471',\n", + " 'name': 'corresponds to STY4528 from Accession AL513382: Salmonella typhi CT18',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3473'],\n", + " 'features': [],\n", + " 'id': 'ftr03473',\n", + " 'name': 'Glyceraldehyde-3-phosphate dehydrogenase/erythrose-4-phosphate dehydrogenase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3474'],\n", + " 'features': [],\n", + " 'id': 'ftr03474',\n", + " 'name': 'corresponds to STY4526 from Accession AL513382: Salmonella typhi CT18',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3475'],\n", + " 'features': [],\n", + " 'id': 'ftr03475',\n", + " 'name': 'Sporulation initiation inhibitor protein Soj',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3476'],\n", + " 'features': [],\n", + " 'id': 'ftr03476',\n", + " 'name': 'Chromosome (plasmid) partitioning protein ParA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3477'],\n", + " 'features': [],\n", + " 'id': 'ftr03477',\n", + " 'name': 'DNA topoisomerase III (EC 5.99.1.2)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7779'],\n", + " 'features': [],\n", + " 'id': 'ftr07779',\n", + " 'name': 'Transcriptional regulator, Hth-3 family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15742'],\n", + " 'features': [],\n", + " 'id': 'ftr15742',\n", + " 'name': 'FIG00638119: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7773'],\n", + " 'features': [],\n", + " 'id': 'ftr07773',\n", + " 'name': 'Photosystem P840 reaction center subunit PscC, cytochrome c-551',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7772'],\n", + " 'features': [],\n", + " 'id': 'ftr07772',\n", + " 'name': 'Photosystem P840 reaction center iron-sulfur subunit PscB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7770'],\n", + " 'features': [],\n", + " 'id': 'ftr07770',\n", + " 'name': 'Aldehyde dehydrogenase AlkH (EC 1.2.1.3)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7777'],\n", + " 'features': [],\n", + " 'id': 'ftr07777',\n", + " 'name': 'Ketoisovalerate oxidoreductase subunit VorC (EC 1.2.7.7)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7776'],\n", + " 'features': [],\n", + " 'id': 'ftr07776',\n", + " 'name': 'Ketoisovalerate oxidoreductase subunit VorB (EC 1.2.7.7)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7775'],\n", + " 'features': [],\n", + " 'id': 'ftr07775',\n", + " 'name': 'Ketoisovalerate oxidoreductase subunit VorA (EC 1.2.7.7)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7774'],\n", + " 'features': [],\n", + " 'id': 'ftr07774',\n", + " 'name': 'Photosystem P840 reaction center subunit PscD',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16507'],\n", + " 'features': [],\n", + " 'id': 'ftr16507',\n", + " 'name': 'gcvTHP promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15747'],\n", + " 'features': [],\n", + " 'id': 'ftr15747',\n", + " 'name': 'putative prophage integrase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:omega-hydroxydecanoatedehydrogenase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr34226',\n", + " 'name': 'omega-hydroxydecanoate dehydrogenase (EC 1.1.1.66)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15746'],\n", + " 'features': [],\n", + " 'id': 'ftr15746',\n", + " 'name': 'Uncharacterized protein YkfH',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:pyridoxine4-dehydrogenase(ec)',\n", + " 'kegg:pyridoxin dehydrogenase (EC 1.1.1.65)',\n", + " 'kegg:pyridoxol dehydrogenase (EC 1.1.1.65)',\n", + " 'kegg:pyridoxine dehydrogenase (EC 1.1.1.65)'],\n", + " 'features': [],\n", + " 'id': 'ftr34225',\n", + " 'name': 'pyridoxine 4-dehydrogenase (EC 1.1.1.65)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.8066'],\n", + " 'features': [],\n", + " 'id': 'ftr08066',\n", + " 'name': 'polysaccharide export protein, putative',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6172'],\n", + " 'features': [],\n", + " 'id': 'ftr06172',\n", + " 'name': 'Ferric vibriobactin, enterobactin transport system, ATP-binding protein ViuC (TC 3.A.1.14.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6173'],\n", + " 'features': [],\n", + " 'id': 'ftr06173',\n", + " 'name': 'Transcriptional regulator near Vibriobactin biosynthetic gene custer',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6170'],\n", + " 'features': [],\n", + " 'id': 'ftr06170',\n", + " 'name': 'Ferric vibriobactin, enterobactin transport system, permease protein ViuD (TC 3.A.1.14.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6171'],\n", + " 'features': [],\n", + " 'id': 'ftr06171',\n", + " 'name': 'Ferric vibriobactin, enterobactin transport system, permease protein ViuG (TC 3.A.1.14.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6176'],\n", + " 'features': [],\n", + " 'id': 'ftr06176',\n", + " 'name': 'Ferric vibriobactin, enterobactin transport system, permease protein VctG (TC 3.A.1.14.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6177'],\n", + " 'features': [],\n", + " 'id': 'ftr06177',\n", + " 'name': 'Ferric vibriobactin, enterobactin transport system, ATP-binding protein (TC 3.A.1.14.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6174'],\n", + " 'features': [],\n", + " 'id': 'ftr06174',\n", + " 'name': 'Ferric vibriobactin, enterobactin transport system, substrate-binding protein VctP (TC 3.A.1.14.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6175'],\n", + " 'features': [],\n", + " 'id': 'ftr06175',\n", + " 'name': 'Ferric vibriobactin, enterobactin transport system, permease protein VctD (TC 3.A.1.14.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:testosterone17beta-dehydrogenase(ec)',\n", + " 'kegg:17-ketoreductase (EC 1.1.1.63)',\n", + " 'kegg:17beta-HSD (EC 1.1.1.63)'],\n", + " 'features': [],\n", + " 'id': 'ftr34223',\n", + " 'name': 'testosterone 17beta-dehydrogenase (EC 1.1.1.63)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.6178'],\n", + " 'features': [],\n", + " 'id': 'ftr06178',\n", + " 'name': 'Transcriptional regulator, VCA0231 ortholog',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6179'],\n", + " 'features': [],\n", + " 'id': 'ftr06179',\n", + " 'name': 'Enterobactin receptor VctA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16504'],\n", + " 'features': [],\n", + " 'id': 'ftr16504',\n", + " 'name': 'rpoH promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:4-hydroxybutyratedehydrogenase(ec)',\n", + " 'kegg:gamma-hydroxybutyrate dehydrogenase (EC 1.1.1.61)'],\n", + " 'features': [],\n", + " 'id': 'ftr34221',\n", + " 'name': '4-hydroxybutyrate dehydrogenase (EC 1.1.1.61)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:typeisite-specificdeoxyribonuclease(ec)',\n", + " 'kegg:type I restriction enzyme (EC 3.1.21.3)',\n", + " 'kegg:deoxyribonuclease (ATP- and S-adenosyl-L-methionine-dependent) (EC 3.1.21.3)',\n", + " 'kegg:restriction-modification system (EC 3.1.21.3)',\n", + " 'kegg:deoxyribonuclease (adenosine triphosphate-hydrolyzing) (EC 3.1.21.3)',\n", + " 'kegg:adenosine triphosphate-dependent deoxyribonuclease (EC 3.1.21.3)',\n", + " 'kegg:ATP-dependent DNase (EC 3.1.21.3)',\n", + " 'kegg:type 1 site-specific deoxyribonuclease (EC 3.1.21.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr34663',\n", + " 'name': 'type I site-specific deoxyribonuclease (EC 3.1.21.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.8067'],\n", + " 'features': [],\n", + " 'id': 'ftr08067',\n", + " 'name': 'Hypothetical protein VpsF',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14615'],\n", + " 'features': [],\n", + " 'id': 'ftr14615',\n", + " 'name': 'Signal transduction histidine kinase, subgroup 2',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2693'],\n", + " 'features': [],\n", + " 'id': 'ftr02693',\n", + " 'name': 'Transcriptional regulator LuxZ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2692'],\n", + " 'features': [],\n", + " 'id': 'ftr02692',\n", + " 'name': 'Possible pyrimidine permease in reductive pathway',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2691'],\n", + " 'features': [],\n", + " 'id': 'ftr02691',\n", + " 'name': 'Beta-ureidopropionase, eukaryotic type (EC 3.5.1.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2690'],\n", + " 'features': [],\n", + " 'id': 'ftr02690',\n", + " 'name': 'Dihydropyrimidine dehydrogenase [NADP+] (EC 1.3.1.2)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2697'],\n", + " 'features': [],\n", + " 'id': 'ftr02697',\n", + " 'name': 'Mlr0777 protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2696'],\n", + " 'features': [],\n", + " 'id': 'ftr02696',\n", + " 'name': 'Sensory box/GGDEF family protein ScrC (involved in swarmer cell regulation)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2695'],\n", + " 'features': [],\n", + " 'id': 'ftr02695',\n", + " 'name': 'Extracellular solute binding protein ScrB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2694'],\n", + " 'features': [],\n", + " 'id': 'ftr02694',\n", + " 'name': 'Aminotransferase ScrA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2699'],\n", + " 'features': [],\n", + " 'id': 'ftr02699',\n", + " 'name': 'Amino acid regulated cytosolic protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2698'],\n", + " 'features': [],\n", + " 'id': 'ftr02698',\n", + " 'name': 'GTP-binding protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16505'],\n", + " 'features': [],\n", + " 'id': 'ftr16505',\n", + " 'name': 'cynTSX promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16340'],\n", + " 'features': [],\n", + " 'id': 'ftr16340',\n", + " 'name': 'uidAB promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:benzilreductase[(s)-benzoinforming](ec)',\n", + " 'kegg:YueD (EC 1.1.1.320)'],\n", + " 'features': [],\n", + " 'id': 'ftr32543',\n", + " 'name': 'benzil reductase [(S)-benzoin forming] (EC 1.1.1.320)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14618'],\n", + " 'features': [],\n", + " 'id': 'ftr14618',\n", + " 'name': 'WhiB-family transcriptional regulator',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:gdp-mannose3,5-epimerase(ec)',\n", + " 'kegg:GDP-D-mannose:GDP-L-galactose epimerase (EC 5.1.3.18)',\n", + " \"kegg:guanosine 5'-diphosphate D-mannose:guanosine 5'-diphosphate L-galactose epimerase (EC 5.1.3.18)\"],\n", + " 'features': [],\n", + " 'id': 'ftr30215',\n", + " 'name': 'GDP-mannose 3,5-epimerase (EC 5.1.3.18)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15426'],\n", + " 'features': [],\n", + " 'id': 'ftr15426',\n", + " 'name': 'FIG00638150: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14619'],\n", + " 'features': [],\n", + " 'id': 'ftr14619',\n", + " 'name': 'WhiB-like transcription regulator',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:d-sorbitoldehydrogenase(acceptor)(ec)',\n", + " 'kegg:D-sorbitol:(acceptor) 1-oxidoreductase (EC 1.1.99.21)'],\n", + " 'features': [],\n", + " 'id': 'ftr30212',\n", + " 'name': 'D-sorbitol dehydrogenase (acceptor) (EC 1.1.99.21)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:(-)-mentholdehydrogenase(ec)',\n", + " 'kegg:monoterpenoid dehydrogenase (EC 1.1.1.207)'],\n", + " 'features': [],\n", + " 'id': 'ftr31914',\n", + " 'name': '(-)-menthol dehydrogenase (EC 1.1.1.207)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.11884'],\n", + " 'features': [],\n", + " 'id': 'ftr11884',\n", + " 'name': 'mRNA 3-end processing factor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8782'],\n", + " 'features': [],\n", + " 'id': 'ftr08782',\n", + " 'name': 'Threonyl-tRNA synthetase-related protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:pinosylvinsynthase(ec)',\n", + " 'kegg:stilbene synthase (EC 2.3.1.146)',\n", + " 'kegg:pine stilbene synthase (EC 2.3.1.146)'],\n", + " 'features': [],\n", + " 'id': 'ftr31416',\n", + " 'name': 'pinosylvin synthase (EC 2.3.1.146)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:glycerophospholipidarachidonoyl-transferase(coa-independent)(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr31415',\n", + " 'name': 'glycerophospholipid arachidonoyl-transferase (CoA-independent) (EC 2.3.1.147)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.11885'],\n", + " 'features': [],\n", + " 'id': 'ftr11885',\n", + " 'name': 'FIG003033: Helicase domain protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:beta-glucogallin---tetrakisgalloylglucoseo-galloyltransferase(ec)',\n", + " 'kegg:beta-glucogallin-tetragalloylglucose 4-galloyltransferase (EC 2.3.1.143)',\n", + " 'kegg:beta-glucogallin:1,2,3,6-tetra-O-galloylglucose 4-O-galloyltransferase (EC 2.3.1.143)',\n", + " 'kegg:beta-glucogallin:1,2,3,6-tetra-O-galloyl-beta-D-glucose 4-O-galloyltransferase (EC 2.3.1.143)'],\n", + " 'features': [],\n", + " 'id': 'ftr31413',\n", + " 'name': 'beta-glucogallin---tetrakisgalloylglucose O-galloyltransferase (EC 2.3.1.143)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:inositol-trisphosphate3-kinase(ec)',\n", + " 'kegg:1D-myo-inositol-trisphosphate 3-kinase (EC 2.7.1.127)',\n", + " 'kegg:Ins(1,4,5)P3 3-kinase (EC 2.7.1.127)'],\n", + " 'features': [],\n", + " 'id': 'ftr30210',\n", + " 'name': 'inositol-trisphosphate 3-kinase (EC 2.7.1.127)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:piperidinen-piperoyltransferase(ec)',\n", + " 'kegg:piperidine piperoyltransferase (EC 2.3.1.145)',\n", + " 'kegg:piperoyl-CoA:piperidine N-piperoyltransferase (EC 2.3.1.145)'],\n", + " 'features': [],\n", + " 'id': 'ftr31411',\n", + " 'name': 'piperidine N-piperoyltransferase (EC 2.3.1.145)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:ecdysoneo-acyltransferase(ec)',\n", + " 'kegg:acyl-CoA:ecdysone acyltransferase (EC 2.3.1.139)',\n", + " 'kegg:fatty acyl-CoA:ecdysone acyltransferase (EC 2.3.1.139)'],\n", + " 'features': [],\n", + " 'id': 'ftr31410',\n", + " 'name': 'ecdysone O-acyltransferase (EC 2.3.1.139)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:alaninecarboxypeptidase(ec)',\n", + " 'kegg:N-benzoyl-L-alanine-amidohydrolase (EC 3.4.17.6)'],\n", + " 'features': [],\n", + " 'id': 'ftr33482',\n", + " 'name': 'alanine carboxypeptidase (EC 3.4.17.6)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.16190'],\n", + " 'features': [],\n", + " 'id': 'ftr16190',\n", + " 'name': 'Regulator of L-galactonate catabolism YjjM',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:terpentedienyl-diphosphatesynthase(ec)',\n", + " 'kegg:terpentedienol diphosphate synthase (EC 5.5.1.15)',\n", + " 'kegg:Cyc1 (EC 5.5.1.15)',\n", + " 'kegg:clerodadienyl diphosphate synthase (EC 5.5.1.15)'],\n", + " 'features': [],\n", + " 'id': 'ftr30211',\n", + " 'name': 'terpentedienyl-diphosphate synthase (EC 5.5.1.15)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:diadenosinehexaphosphatehydrolase(amp-forming)(ec)',\n", + " 'kegg:hAps1 (EC 3.6.1.60)',\n", + " 'kegg:NUDT11 (gene name) (EC 3.6.1.60)',\n", + " 'kegg:hAps2 (EC 3.6.1.60)',\n", + " 'kegg:NUDT10 (gene name) (EC 3.6.1.60)'],\n", + " 'features': [],\n", + " 'id': 'ftr33486',\n", + " 'name': 'diadenosine hexaphosphate hydrolase (AMP-forming) (EC 3.6.1.60)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:nucleoside-diphosphatase(ec)',\n", + " 'kegg:thiaminpyrophosphatase (EC 3.6.1.6)',\n", + " 'kegg:UDPase (EC 3.6.1.6)',\n", + " 'kegg:inosine diphosphatase (EC 3.6.1.6)',\n", + " 'kegg:adenosine diphosphatase (EC 3.6.1.6)',\n", + " 'kegg:IDPase (EC 3.6.1.6)',\n", + " 'kegg:ADPase (EC 3.6.1.6)',\n", + " 'kegg:adenosinepyrophosphatase (EC 3.6.1.6)',\n", + " 'kegg:guanosine diphosphatase (EC 3.6.1.6)',\n", + " \"kegg:guanosine 5'-diphosphatase (EC 3.6.1.6)\",\n", + " \"kegg:inosine 5'-diphosphatase (EC 3.6.1.6)\",\n", + " 'kegg:uridine diphosphatase (EC 3.6.1.6)',\n", + " \"kegg:uridine 5'-diphosphatase (EC 3.6.1.6)\",\n", + " 'kegg:nucleoside diphosphate phosphatase (EC 3.6.1.6)',\n", + " 'kegg:type B nucleoside diphosphatase (EC 3.6.1.6)',\n", + " 'kegg:GDPase (EC 3.6.1.6)',\n", + " 'kegg:CDPase (EC 3.6.1.6)',\n", + " \"kegg:nucleoside 5'-diphosphatase (EC 3.6.1.6)\",\n", + " 'kegg:type L nucleoside diphosphatase (EC 3.6.1.6)',\n", + " 'kegg:NDPase (EC 3.6.1.6)',\n", + " 'kegg:nucleoside diphosphate phosphohydrolase (EC 3.6.1.6)'],\n", + " 'features': [],\n", + " 'id': 'ftr33487',\n", + " 'name': 'nucleoside-diphosphatase (EC 3.6.1.6)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:pyruvatedehydrogenase(quinone)(ec)',\n", + " 'kegg:pyruvate dehydrogenase (EC 1.2.5.1)',\n", + " 'kegg:pyruvic dehydrogenase (EC 1.2.5.1)',\n", + " 'kegg:pyruvic (cytochrome b1) dehydrogenase (EC 1.2.5.1)',\n", + " 'kegg:pyruvate:ubiquinone-8-oxidoreductase (EC 1.2.5.1)',\n", + " 'kegg:pyruvate oxidase (ambiguous) (EC 1.2.5.1)',\n", + " 'kegg:pyruvate dehydrogenase (cytochrome) (incorrect) (EC 1.2.5.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr31419',\n", + " 'name': 'pyruvate dehydrogenase (quinone) (EC 1.2.5.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:limonoidglucosyltransferase(ec)',\n", + " 'kegg:uridine diphosphoglucose-limonoid glucosyltransferase (EC 2.4.1.210)'],\n", + " 'features': [],\n", + " 'id': 'ftr31418',\n", + " 'name': 'limonoid glucosyltransferase (EC 2.4.1.210)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['psfr.313'],\n", + " 'features': ['AT5G53580'],\n", + " 'id': 'ftr50313',\n", + " 'name': 'Pyridoxal reductase (EC 1.1.1.65)',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['searchname:typeiiisite-specificdeoxyribonuclease(ec)',\n", + " 'kegg:type III restriction enzyme (EC 3.1.21.5)',\n", + " 'kegg:restriction-modification system (EC 3.1.21.5)'],\n", + " 'features': [],\n", + " 'id': 'ftr34661',\n", + " 'name': 'type III site-specific deoxyribonuclease (EC 3.1.21.5)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:phycoerythrobilin:ferredoxinoxidoreductase(ec)',\n", + " 'kegg:PebB (EC 1.3.7.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr33924',\n", + " 'name': 'phycoerythrobilin:ferredoxin oxidoreductase (EC 1.3.7.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.13233'],\n", + " 'features': [],\n", + " 'id': 'ftr13233',\n", + " 'name': 'MazG-related protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:proteino-glcnacase(ec)',\n", + " 'kegg:OGA (EC 3.2.1.169)',\n", + " 'kegg:glycoside hydrolase O-GlcNAcase (EC 3.2.1.169)',\n", + " 'kegg:O-GlcNAcase (EC 3.2.1.169)',\n", + " 'kegg:BtGH84 (EC 3.2.1.169)',\n", + " 'kegg:O-GlcNAc hydrolase (EC 3.2.1.169)'],\n", + " 'features': [],\n", + " 'id': 'ftr31844',\n", + " 'name': 'protein O-GlcNAcase (EC 3.2.1.169)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:6-pyruvoyltetrahydropterinsynthase(ec)',\n", + " 'kegg:2-amino-4-oxo-6-[(1S,2R)-1,2-dihydroxy-3-triphosphooxypropyl]-7,8-dihydroxypteridine triphosphate lyase (EC 4.2.3.12)',\n", + " 'kegg:6-[(1S,2R)-1,2-dihydroxy-3-triphosphooxypropyl]-7,8-dihydropterin triphosphate-lyase (6-pyruvoyl-5,6,7,8-tetrahydropterin-forming) (EC 4.2.3.12)'],\n", + " 'features': [],\n", + " 'id': 'ftr34234',\n", + " 'name': '6-pyruvoyltetrahydropterin synthase (EC 4.2.3.12)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:6-hydroxynicotinatereductase(ec)',\n", + " 'kegg:6-oxotetrahydronicotinate dehydrogenase (EC 1.3.7.1)',\n", + " 'kegg:6-hydroxynicotinic reductase (EC 1.3.7.1)',\n", + " 'kegg:HNA reductase (EC 1.3.7.1)',\n", + " 'kegg:1,4,5,6-tetrahydro-6-oxonicotinate:ferredoxin oxidoreductase (EC 1.3.7.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr33926',\n", + " 'name': '6-hydroxynicotinate reductase (EC 1.3.7.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:3-deoxy-manno-octulosonate-8-phosphatase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr30259',\n", + " 'name': '3-deoxy-manno-octulosonate-8-phosphatase (EC 3.1.3.45)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:nad+---diphthamideadp-ribosyltransferase(ec)',\n", + " 'kegg:ADP-ribosyltransferase (EC 2.4.2.36)',\n", + " 'kegg:mono(ADPribosyl)transferase (EC 2.4.2.36)',\n", + " 'kegg:NAD---diphthamide ADP-ribosyltransferase (EC 2.4.2.36)'],\n", + " 'features': [],\n", + " 'id': 'ftr32689',\n", + " 'name': 'NAD+---diphthamide ADP-ribosyltransferase (EC 2.4.2.36)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.11159'],\n", + " 'features': [],\n", + " 'id': 'ftr11159',\n", + " 'name': 'Cyanoglobin',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:5,10-methenyltetrahydromethanopterinhydrogenase(ec)',\n", + " 'kegg:H2-forming N5,N10-methylenetetrahydromethanopterin dehydrogenase (EC 1.12.98.2)',\n", + " 'kegg:nonmetal hydrogenase (EC 1.12.98.2)',\n", + " 'kegg:N5,N10-methenyltetrahydromethanopterin hydrogenase (EC 1.12.98.2)',\n", + " 'kegg:hydrogen:N5,N10-methenyltetrahydromethanopterin oxidoreductase (EC 1.12.98.2)'],\n", + " 'features': [],\n", + " 'id': 'ftr32687',\n", + " 'name': '5,10-methenyltetrahydromethanopterin hydrogenase (EC 1.12.98.2)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:kexin(ec)',\n", + " 'kegg:yeast KEX2 protease (EC 3.4.21.61)',\n", + " 'kegg:proteinase yscF (EC 3.4.21.61)',\n", + " 'kegg:prohormone-processing endoprotease (EC 3.4.21.61)',\n", + " 'kegg:paired-basic endopeptidase (EC 3.4.21.61)',\n", + " 'kegg:yeast cysteine proteinase F (misleading) (EC 3.4.21.61)',\n", + " 'kegg:paired-basic endopeptidase (EC 3.4.21.61)',\n", + " 'kegg:andrenorphin-Gly-generating enzyme (EC 3.4.21.61)',\n", + " 'kegg:endoproteinase Kex2p (EC 3.4.21.61)',\n", + " 'kegg:gene KEX2 dibasic proteinase (EC 3.4.21.61)',\n", + " 'kegg:Kex 2p proteinase (EC 3.4.21.61)',\n", + " 'kegg:Kex2 endopeptidase (EC 3.4.21.61)',\n", + " 'kegg:Kex2 endoprotease (EC 3.4.21.61)',\n", + " 'kegg:Kex2 endoproteinase (EC 3.4.21.61)',\n", + " 'kegg:Kex2 protease (EC 3.4.21.61)',\n", + " 'kegg:proteinase Kex2p (EC 3.4.21.61)',\n", + " 'kegg:Kex2-like precursor protein processing endoprotease (EC 3.4.21.61)',\n", + " 'kegg:prohormone-processing KEX2 proteinase (EC 3.4.21.61)',\n", + " 'kegg:prohormone-processing proteinase (EC 3.4.21.61)',\n", + " 'kegg:proprotein convertase (EC 3.4.21.61)',\n", + " 'kegg:protease KEX2 (EC 3.4.21.61)',\n", + " 'kegg:Kex2 proteinase (EC 3.4.21.61)',\n", + " 'kegg:Kex2-like endoproteinase (EC 3.4.21.61)'],\n", + " 'features': [],\n", + " 'id': 'ftr32686',\n", + " 'name': 'kexin (EC 3.4.21.61)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:hydrogen:quinoneoxidoreductase(ec)',\n", + " 'kegg:hydrogen-ubiquinone oxidoreductase (EC 1.12.5.1)',\n", + " 'kegg:hydrogen:menaquinone oxidoreductase (EC 1.12.5.1)',\n", + " 'kegg:membrane-bound hydrogenase (EC 1.12.5.1)',\n", + " 'kegg:quinone-reactive Ni/Fe-hydrogenase (EC 1.12.5.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr32685',\n", + " 'name': 'hydrogen:quinone oxidoreductase (EC 1.12.5.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15003'],\n", + " 'features': [],\n", + " 'id': 'ftr15003',\n", + " 'name': 'CRP protected region 2 at ca-fix divergon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:ferredoxinhydrogenase(ec)',\n", + " 'kegg:H2 oxidizing hydrogenase (EC 1.12.7.2)',\n", + " 'kegg:H2 producing hydrogenase [ambiguous] (EC 1.12.7.2)',\n", + " 'kegg:bidirectional hydrogenase (EC 1.12.7.2)',\n", + " 'kegg:hydrogen-lyase [ambiguous] (EC 1.12.7.2)',\n", + " 'kegg:hydrogenase (ferredoxin) (EC 1.12.7.2)',\n", + " 'kegg:hydrogenase I (EC 1.12.7.2)',\n", + " 'kegg:hydrogenase II (EC 1.12.7.2)',\n", + " 'kegg:hydrogenlyase [ambiguous] (EC 1.12.7.2)',\n", + " 'kegg:uptake hydrogenase [ambiguous] (EC 1.12.7.2)'],\n", + " 'features': [],\n", + " 'id': 'ftr32683',\n", + " 'name': 'ferredoxin hydrogenase (EC 1.12.7.2)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.12751'],\n", + " 'features': [],\n", + " 'id': 'ftr12751',\n", + " 'name': 'Lipoate-protein ligase A type 2',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:fatty-acidperoxidase(ec)',\n", + " 'kegg:long chain fatty acid peroxidase (EC 1.11.1.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr32681',\n", + " 'name': 'fatty-acid peroxidase (EC 1.11.1.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:precorrin-3bsynthase(ec)',\n", + " 'kegg:precorrin-3X synthase (EC 1.14.13.83)',\n", + " 'kegg:CobG (EC 1.14.13.83)'],\n", + " 'features': [],\n", + " 'id': 'ftr32680',\n", + " 'name': 'precorrin-3B synthase (EC 1.14.13.83)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:xaa-methyl-hisdipeptidase(ec)',\n", + " 'kegg:anserinase (EC 3.4.13.5)',\n", + " 'kegg:aminoacyl-methylhistidine dipeptidase (EC 3.4.13.5)',\n", + " 'kegg:acetylhistidine deacetylase (EC 3.4.13.5)',\n", + " 'kegg:N-acetylhistidine deacetylase (EC 3.4.13.5)',\n", + " 'kegg:alpha-N-acetyl-L-histidine aminohydrolase (EC 3.4.13.5)',\n", + " 'kegg:X-methyl-His dipeptidase (EC 3.4.13.5)'],\n", + " 'features': [],\n", + " 'id': 'ftr34212',\n", + " 'name': 'Xaa-methyl-His dipeptidase (EC 3.4.13.5)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:beta-ala-hisdipeptidase(ec)',\n", + " 'kegg:serum carnosinase (EC 3.4.13.20)'],\n", + " 'features': [],\n", + " 'id': 'ftr34213',\n", + " 'name': 'beta-Ala-His dipeptidase (EC 3.4.13.20)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:xaa-hisdipeptidase(ec)',\n", + " 'kegg:aminoacylhistidine dipeptidase (EC 3.4.13.3)',\n", + " 'kegg:carnosinase (EC 3.4.13.3)',\n", + " 'kegg:homocarnosinase (EC 3.4.13.3)',\n", + " 'kegg:dipeptidase M (EC 3.4.13.3)',\n", + " 'kegg:X-His dipeptidase (EC 3.4.13.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr34210',\n", + " 'name': 'Xaa-His dipeptidase (EC 3.4.13.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.12750'],\n", + " 'features': [],\n", + " 'id': 'ftr12750',\n", + " 'name': 'Glycine riboswitch',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:aminopeptidasey(ec)',\n", + " 'kegg:aminopeptidase Co (EC 3.4.11.15)',\n", + " 'kegg:aminopeptidase (cobalt-activated) (EC 3.4.11.15)',\n", + " 'kegg:lysyl aminopeptidase (EC 3.4.11.15)'],\n", + " 'features': [],\n", + " 'id': 'ftr34216',\n", + " 'name': 'aminopeptidase Y (EC 3.4.11.15)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.8789'],\n", + " 'features': [],\n", + " 'id': 'ftr08789',\n", + " 'name': 'PUTATIVE PHENOL-DEGRADATIVE GENE REGULATOR TRANSCRIPTION REGULATOR PROTEIN',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:dipeptidasee(ec)',\n", + " 'kegg:aspartyl dipeptidase (EC 3.4.13.21)',\n", + " 'kegg:peptidase E (EC 3.4.13.21)',\n", + " 'kegg:PepE gene product (Salmonella typhimurium) (EC 3.4.13.21)'],\n", + " 'features': [],\n", + " 'id': 'ftr34214',\n", + " 'name': 'dipeptidase E (EC 3.4.13.21)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:d-ala-d-aladipeptidase(ec)',\n", + " 'kegg:D-alanyl-D-alanine dipeptidase (EC 3.4.13.22)',\n", + " 'kegg:vanX D-Ala-D-Ala dipeptidase (EC 3.4.13.22)',\n", + " 'kegg:VanX (EC 3.4.13.22)'],\n", + " 'features': [],\n", + " 'id': 'ftr34215',\n", + " 'name': 'D-Ala-D-Ala dipeptidase (EC 3.4.13.22)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.16099'],\n", + " 'features': [],\n", + " 'id': 'ftr16099',\n", + " 'name': 'FIG00639812: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:agmatinen4-coumaroyltransferase(ec)',\n", + " 'kegg:p-coumaroyl-CoA-agmatine N-p-coumaroyltransferase (EC 2.3.1.64)',\n", + " 'kegg:agmatine coumaroyltransferase (EC 2.3.1.64)',\n", + " 'kegg:4-coumaroyl-CoA:agmatine 4-N-coumaroyltransferase (EC 2.3.1.64)'],\n", + " 'features': [],\n", + " 'id': 'ftr34218',\n", + " 'name': 'agmatine N4-coumaroyltransferase (EC 2.3.1.64)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:propionyl-coacarboxylase(ec)',\n", + " 'kegg:propionyl coenzyme A carboxylase (EC 6.4.1.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr30219',\n", + " 'name': 'propionyl-CoA carboxylase (EC 6.4.1.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.12756'],\n", + " 'features': [],\n", + " 'id': 'ftr12756',\n", + " 'name': 'Phosphoglycolate phosphatase, archaeal type (EC 3.1.3.18)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9641'],\n", + " 'features': [],\n", + " 'id': 'ftr09641',\n", + " 'name': 'Oxidoreductase probably involved in sulfite reduction',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.930'],\n", + " 'features': [],\n", + " 'id': 'ftr00930',\n", + " 'name': 'Beta-ureidopropionase (EC 3.5.1.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9643'],\n", + " 'features': [],\n", + " 'id': 'ftr09643',\n", + " 'name': 'Ferredoxin--NADP(+) reductase, actinobacterial (eukaryote-like) type (EC 1.18.1.2)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9642'],\n", + " 'features': [],\n", + " 'id': 'ftr09642',\n", + " 'name': 'Ferredoxin--sulfite reductase, actinobacterial type (EC 1.8.7.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9645'],\n", + " 'features': [],\n", + " 'id': 'ftr09645',\n", + " 'name': 'Ferredoxin--sulfite reductase (EC 1.8.7.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9644'],\n", + " 'features': [],\n", + " 'id': 'ftr09644',\n", + " 'name': 'Ferredoxin-like protein involved in electron transfer',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9647'],\n", + " 'features': [],\n", + " 'id': 'ftr09647',\n", + " 'name': 'Conserved hypothetical protein probably involved in assimilatory sulfate reduction',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.931'],\n", + " 'features': [],\n", + " 'id': 'ftr00931',\n", + " 'name': 'N-methylhydantoinase (ATP-hydrolyzing) (EC 3.5.2.14)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9649'],\n", + " 'features': [],\n", + " 'id': 'ftr09649',\n", + " 'name': 'Phosphosulfolactate synthase (EC 4.4.1.19)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9648'],\n", + " 'features': [],\n", + " 'id': 'ftr09648',\n", + " 'name': 'Conserved hypothetical protein probably involved in sulfate reduction',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:stearoyl-coa9-desaturase(ec)',\n", + " 'kegg:Delta9-desaturase (EC 1.14.19.1)',\n", + " 'kegg:acyl-CoA desaturase (EC 1.14.19.1)',\n", + " 'kegg:fatty acid desaturase (EC 1.14.19.1)',\n", + " 'kegg:stearoyl-CoA, hydrogen-donor:oxygen oxidoreductase (EC 1.14.19.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr31843',\n", + " 'name': 'stearoyl-CoA 9-desaturase (EC 1.14.19.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.932'],\n", + " 'features': [],\n", + " 'id': 'ftr00932',\n", + " 'name': 'Hydantoin permease',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.923'],\n", + " 'features': [],\n", + " 'id': 'ftr00923',\n", + " 'name': 'Putative ESAT-secreted protein, BA2187 homolog',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.922'],\n", + " 'features': [],\n", + " 'id': 'ftr00922',\n", + " 'name': 'Putative ESAT-secreted protein, BA2188 homolog',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.921'],\n", + " 'features': [],\n", + " 'id': 'ftr00921',\n", + " 'name': 'Putative ESAT-secreted protein, BA2189 homolog',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.436'],\n", + " 'features': [],\n", + " 'id': 'ftr00436',\n", + " 'name': 'Alpha-acetolactate decarboxylase (EC 4.1.1.5)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.927'],\n", + " 'features': [],\n", + " 'id': 'ftr00927',\n", + " 'name': 'Hydantoinase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.926'],\n", + " 'features': [],\n", + " 'id': 'ftr00926',\n", + " 'name': 'Hydantoin racemase (EC 5.1.99.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.925'],\n", + " 'features': [],\n", + " 'id': 'ftr00925',\n", + " 'name': 'Tetratrico-peptide repeat (TPR) protein within ESAT-6 gene cluster',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.924'],\n", + " 'features': [],\n", + " 'id': 'ftr00924',\n", + " 'name': 'Repetitive hypothetical protein in ESAT cluster, BH0979 homolog',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16353'],\n", + " 'features': [],\n", + " 'id': 'ftr16353',\n", + " 'name': 'secB promoter P2',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.934'],\n", + " 'features': [],\n", + " 'id': 'ftr00934',\n", + " 'name': 'Allantoinase (EC 3.5.2.5)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.929'],\n", + " 'features': [],\n", + " 'id': 'ftr00929',\n", + " 'name': 'N-carbamoyl-L-amino acid hydrolase (EC 3.5.1.87)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.928'],\n", + " 'features': [],\n", + " 'id': 'ftr00928',\n", + " 'name': 'Dihydropyrimidinase (EC 3.5.2.2)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.439'],\n", + " 'features': [],\n", + " 'id': 'ftr00439',\n", + " 'name': 'Ribosomal protein L3 methyltransferase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14432'],\n", + " 'features': [],\n", + " 'id': 'ftr14432',\n", + " 'name': 'Thiamine-triphosphatase (EC 3.6.1.28)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16355'],\n", + " 'features': [],\n", + " 'id': 'ftr16355',\n", + " 'name': 'gapB-pgk promoter P0',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.935'],\n", + " 'features': [],\n", + " 'id': 'ftr00935',\n", + " 'name': 'Putative Histidine ammonia-lyase (EC 4.3.1.3)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11153'],\n", + " 'features': [],\n", + " 'id': 'ftr11153',\n", + " 'name': 'Adenosine kinase (EC 2.7.1.20)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.936'],\n", + " 'features': [],\n", + " 'id': 'ftr00936',\n", + " 'name': 'Putative Allantokinase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:(s)-cheilanthifolinesynthase(ec)',\n", + " 'kegg:(S)-scoulerine oxidase (methylenedioxy-bridge-forming) (EC 1.14.21.2)'],\n", + " 'features': [],\n", + " 'id': 'ftr30496',\n", + " 'name': '(S)-cheilanthifoline synthase (EC 1.14.21.2)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.11406'],\n", + " 'features': [],\n", + " 'id': 'ftr11406',\n", + " 'name': 'PEF-CTERM protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.937'],\n", + " 'features': [],\n", + " 'id': 'ftr00937',\n", + " 'name': 'hydantoin racemase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11155'],\n", + " 'features': [],\n", + " 'id': 'ftr11155',\n", + " 'name': 'putative Adenosine kinase (EC 2.7.1.20)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1344'],\n", + " 'features': [],\n", + " 'id': 'ftr01344',\n", + " 'name': 'D-cysteine desulfhydrase (EC 4.4.1.15)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1345'],\n", + " 'features': [],\n", + " 'id': 'ftr01345',\n", + " 'name': 'pyridoxal phosphate-dependent deaminase, putative',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1346'],\n", + " 'features': [],\n", + " 'id': 'ftr01346',\n", + " 'name': 'Ribonucleotide reductase of class Ia (aerobic), alpha subunit (EC 1.17.4.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1347'],\n", + " 'features': [],\n", + " 'id': 'ftr01347',\n", + " 'name': 'Ribonucleotide reductase of class Ia (aerobic), beta subunit (EC 1.17.4.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14436'],\n", + " 'features': [],\n", + " 'id': 'ftr14436',\n", + " 'name': 'Thiaminase 1 (EC 2.5.1.2), putative',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1343'],\n", + " 'features': [],\n", + " 'id': 'ftr01343',\n", + " 'name': '1-aminocyclopropane-1-carboxylate deaminase (EC 3.5.99.7)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16431'],\n", + " 'features': [],\n", + " 'id': 'ftr16431',\n", + " 'name': 'putative xE170-binding site at rrnB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6214'],\n", + " 'features': [],\n", + " 'id': 'ftr06214',\n", + " 'name': 'LSU ribosomal protein L3p (L3e), chloroplast',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1348'],\n", + " 'features': [],\n", + " 'id': 'ftr01348',\n", + " 'name': 'Ribonucleotide reductase of class Ib (aerobic), alpha subunit (EC 1.17.4.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1349'],\n", + " 'features': [],\n", + " 'id': 'ftr01349',\n", + " 'name': 'Ribonucleotide reductase of class Ib (aerobic), beta subunit (EC 1.17.4.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.699'],\n", + " 'features': [],\n", + " 'id': 'ftr00699',\n", + " 'name': 'Formate dehydrogenase-O, major subunit (EC 1.2.1.2)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10174'],\n", + " 'features': [],\n", + " 'id': 'ftr10174',\n", + " 'name': 'Translation elongation factor 1 beta subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10177'],\n", + " 'features': [],\n", + " 'id': 'ftr10177',\n", + " 'name': 'Translation elongation factor 3',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10176'],\n", + " 'features': [],\n", + " 'id': 'ftr10176',\n", + " 'name': 'Translation elongation factor 1 delta subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10171'],\n", + " 'features': [],\n", + " 'id': 'ftr10171',\n", + " 'name': '2-amino-3-carboxymuconate-6-semialdehyde decarboxylase (EC 4.1.1.45)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:(s)-stylopinesynthase(ec)',\n", + " 'kegg:(S)-cheilanthifoline oxidase (methylenedioxy-bridge-forming) (EC 1.14.21.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr30497',\n", + " 'name': '(S)-stylopine synthase (EC 1.14.21.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.10173'],\n", + " 'features': [],\n", + " 'id': 'ftr10173',\n", + " 'name': '2-aminomuconate deaminase (EC 3.5.99.5)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10172'],\n", + " 'features': [],\n", + " 'id': 'ftr10172',\n", + " 'name': '2-aminomuconate semialdehyde dehydrogenase (EC 1.2.1.32)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.691'],\n", + " 'features': [],\n", + " 'id': 'ftr00691',\n", + " 'name': 'Hydrogenase-4 component A (EC 1.-.-.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.690'],\n", + " 'features': [],\n", + " 'id': 'ftr00690',\n", + " 'name': 'Hydrogenase-4 component H (EC 1.-.-.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.693'],\n", + " 'features': [],\n", + " 'id': 'ftr00693',\n", + " 'name': 'NAD-dependent formate dehydrogenase delta subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.692'],\n", + " 'features': [],\n", + " 'id': 'ftr00692',\n", + " 'name': 'Hydrogenase-4 transcriptional activator',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.695'],\n", + " 'features': [],\n", + " 'id': 'ftr00695',\n", + " 'name': 'NAD-dependent formate dehydrogenase alpha subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.694'],\n", + " 'features': [],\n", + " 'id': 'ftr00694',\n", + " 'name': 'NAD-dependent formate dehydrogenase gamma subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.697'],\n", + " 'features': [],\n", + " 'id': 'ftr00697',\n", + " 'name': 'Formate hydrogenlyase transcriptional activator',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.696'],\n", + " 'features': [],\n", + " 'id': 'ftr00696',\n", + " 'name': 'NAD-dependent formate dehydrogenase beta subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:unspecificperoxygenase(ec)',\n", + " 'kegg:aromatic peroxygenase (EC 1.11.2.1)',\n", + " 'kegg:mushroom peroxygenase (EC 1.11.2.1)',\n", + " 'kegg:haloperoxidase-peroxygenase (EC 1.11.2.1)',\n", + " 'kegg:Agrocybe aegerita peroxidase (EC 1.11.2.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr32381',\n", + " 'name': 'unspecific peroxygenase (EC 1.11.2.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:tryptophansynthase(ec)',\n", + " 'kegg:L-tryptophan synthetase (EC 4.2.1.20)',\n", + " 'kegg:indoleglycerol phosphate aldolase (EC 4.2.1.20)',\n", + " 'kegg:tryptophan desmolase (EC 4.2.1.20)',\n", + " 'kegg:tryptophan synthetase (EC 4.2.1.20)',\n", + " 'kegg:L-serine hydro-lyase (adding indoleglycerol-phosphate) (EC 4.2.1.20)'],\n", + " 'features': [],\n", + " 'id': 'ftr30490',\n", + " 'name': 'tryptophan synthase (EC 4.2.1.20)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:xanthinedehydrogenase(ec)',\n", + " 'kegg:NAD+-xanthine dehydrogenase (EC 1.17.1.4)',\n", + " 'kegg:xanthine-NAD+ oxidoreductase (EC 1.17.1.4)',\n", + " 'kegg:xanthine/NAD+ oxidoreductase (EC 1.17.1.4)',\n", + " 'kegg:xanthine oxidoreductase (EC 1.17.1.4)'],\n", + " 'features': [],\n", + " 'id': 'ftr30473',\n", + " 'name': 'xanthine dehydrogenase (EC 1.17.1.4)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:alpha-santonin1,2-reductase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr32163',\n", + " 'name': 'alpha-santonin 1,2-reductase (EC 1.3.1.47)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:hydrogenase(nad+,ferredoxin)(ec)',\n", + " 'kegg:bifurcating [FeFe] hydrogenase (EC 1.12.1.4)'],\n", + " 'features': [],\n", + " 'id': 'ftr32385',\n", + " 'name': 'hydrogenase (NAD+, ferredoxin) (EC 1.12.1.4)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.4332'],\n", + " 'features': [],\n", + " 'id': 'ftr04332',\n", + " 'name': 'Glycosyltransferase PglI (EC 2.4.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4333'],\n", + " 'features': [],\n", + " 'id': 'ftr04333',\n", + " 'name': 'Putative conserved polyketide synthase-associated protein PapA5',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4330'],\n", + " 'features': [],\n", + " 'id': 'ftr04330',\n", + " 'name': 'Putative lipoprotein LppX precursor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4331'],\n", + " 'features': [],\n", + " 'id': 'ftr04331',\n", + " 'name': 'Putative membrane protein MmpL7',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4336'],\n", + " 'features': [],\n", + " 'id': 'ftr04336',\n", + " 'name': 'POSSIBLE RHAMNOSYL TRANSFERASE WBBL2',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4337'],\n", + " 'features': [],\n", + " 'id': 'ftr04337',\n", + " 'name': 'Probable alcohol dehydrogenase Adh (EC 1.1.1.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4334'],\n", + " 'features': [],\n", + " 'id': 'ftr04334',\n", + " 'name': 'Putative uncharacterized protein BCG_1584c',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4335'],\n", + " 'features': [],\n", + " 'id': 'ftr04335',\n", + " 'name': 'PROBABLE TRANSPOSASE FOR INSERTION SEQUENCE ELEMENT IS1533',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9258'],\n", + " 'features': [],\n", + " 'id': 'ftr09258',\n", + " 'name': 'NADH dehydrogenase subunit 5, Involved in CO2 fixation',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4339'],\n", + " 'features': [],\n", + " 'id': 'ftr04339',\n", + " 'name': 'hypothetical protein Rv1517',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16196'],\n", + " 'features': [],\n", + " 'id': 'ftr16196',\n", + " 'name': 'FIG00640556: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7603'],\n", + " 'features': [],\n", + " 'id': 'ftr07603',\n", + " 'name': 'DedA family inner membrane protein YdjZ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:glutathionesynthase(ec)',\n", + " 'kegg:glutathione synthetase (EC 6.3.2.3)',\n", + " 'kegg:GSH synthetase (EC 6.3.2.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr30675',\n", + " 'name': 'glutathione synthase (EC 6.3.2.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.2234'],\n", + " 'features': [],\n", + " 'id': 'ftr02234',\n", + " 'name': 'Probable sugar efflux transporter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:mevaldatereductase(ec)',\n", + " 'kegg:mevalonic dehydrogenase (EC 1.1.1.32)'],\n", + " 'features': [],\n", + " 'id': 'ftr30997',\n", + " 'name': 'mevaldate reductase (EC 1.1.1.32)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.6437'],\n", + " 'features': [],\n", + " 'id': 'ftr06437',\n", + " 'name': 'Putative deoxyribonuclease similar to YcfH, type 5',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7601'],\n", + " 'features': [],\n", + " 'id': 'ftr07601',\n", + " 'name': 'DedA family inner membrane protein YabI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14070'],\n", + " 'features': [],\n", + " 'id': 'ftr14070',\n", + " 'name': 'FIG005032: Putative cytoplasmic protein YbdZ in enterobactin biosynthesis operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.750'],\n", + " 'features': [],\n", + " 'id': 'ftr00750',\n", + " 'name': 'Two-component sensor histidine kinase, malate (EC 2.7.3.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14072'],\n", + " 'features': [],\n", + " 'id': 'ftr14072',\n", + " 'name': 'Enterobactin esterase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2892'],\n", + " 'features': [],\n", + " 'id': 'ftr02892',\n", + " 'name': '23S rRNA (Uracil-5-) -methyltransferase rumA (EC 2.1.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14074'],\n", + " 'features': [],\n", + " 'id': 'ftr14074',\n", + " 'name': 'Ferric enterobactin uptake protein FepE',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14075'],\n", + " 'features': [],\n", + " 'id': 'ftr14075',\n", + " 'name': 'Outer membrane receptor for ferric enterobactin and colicins B, D',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14076'],\n", + " 'features': [],\n", + " 'id': 'ftr14076',\n", + " 'name': 'Transcriptional regulator of AraC family, enterobactin-dependent, predicted',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14077'],\n", + " 'features': [],\n", + " 'id': 'ftr14077',\n", + " 'name': 'Outer membrane receptor for ferric enterobactin PfeA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14078'],\n", + " 'features': [],\n", + " 'id': 'ftr14078',\n", + " 'name': 'Two-component sensor histidine kinase PfeS, enterobactin',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7607'],\n", + " 'features': [],\n", + " 'id': 'ftr07607',\n", + " 'name': 'Tetrathionate reductase subunit B (1.8.99.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.752'],\n", + " 'features': [],\n", + " 'id': 'ftr00752',\n", + " 'name': 'Malate permease',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:lathosteroloxidase(ec)',\n", + " 'kegg:Delta7-sterol Delta5-dehydrogenase (EC 1.14.21.6)',\n", + " 'kegg:Delta7-sterol 5-desaturase (EC 1.14.21.6)',\n", + " 'kegg:Delta7-sterol-C5(6)-desaturase (EC 1.14.21.6)',\n", + " 'kegg:5-DES (EC 1.14.21.6)'],\n", + " 'features': [],\n", + " 'id': 'ftr30492',\n", + " 'name': 'lathosterol oxidase (EC 1.14.21.6)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.753'],\n", + " 'features': [],\n", + " 'id': 'ftr00753',\n", + " 'name': 'Malate Na(+) symporter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16040'],\n", + " 'features': [],\n", + " 'id': 'ftr16040',\n", + " 'name': 'Putative xylanase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.754'],\n", + " 'features': [],\n", + " 'id': 'ftr00754',\n", + " 'name': 'Aerobic C4-dicarboxylate transporter for fumarate, L-malate, D-malate, succunate, aspartate',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2232'],\n", + " 'features': [],\n", + " 'id': 'ftr02232',\n", + " 'name': 'putative hemin permease',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:alaninetransaminase(ec)',\n", + " 'kegg:glutamic-pyruvic transaminase (EC 2.6.1.2)',\n", + " 'kegg:glutamic-alanine transaminase (EC 2.6.1.2)',\n", + " 'kegg:GPT (EC 2.6.1.2)',\n", + " 'kegg:beta-alanine aminotransferase (EC 2.6.1.2)',\n", + " 'kegg:alanine aminotransferase (EC 2.6.1.2)',\n", + " 'kegg:alanine-alpha-ketoglutarate aminotransferase (EC 2.6.1.2)',\n", + " 'kegg:alanine-pyruvate aminotransferase (EC 2.6.1.2)',\n", + " 'kegg:ALT (EC 2.6.1.2)',\n", + " 'kegg:glutamic acid-pyruvic acid transaminase (EC 2.6.1.2)',\n", + " 'kegg:glutamic-pyruvic aminotransferase (EC 2.6.1.2)',\n", + " 'kegg:L-alanine aminotransferase (EC 2.6.1.2)',\n", + " 'kegg:L-alanine transaminase (EC 2.6.1.2)',\n", + " 'kegg:L-alanine-alpha-ketoglutarate aminotransferase (EC 2.6.1.2)',\n", + " 'kegg:pyruvate transaminase (EC 2.6.1.2)',\n", + " 'kegg:pyruvate-alanine aminotransferase (EC 2.6.1.2)',\n", + " 'kegg:pyruvate-glutamate transaminase (EC 2.6.1.2)'],\n", + " 'features': [],\n", + " 'id': 'ftr34768',\n", + " 'name': 'alanine transaminase (EC 2.6.1.2)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.755'],\n", + " 'features': [],\n", + " 'id': 'ftr00755',\n", + " 'name': 'Malolactic enzyme (EC 1.-.-.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8952'],\n", + " 'features': [],\n", + " 'id': 'ftr08952',\n", + " 'name': 'DNA-directed RNA polymerase gamma subunit (EC 2.7.7.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.756'],\n", + " 'features': [],\n", + " 'id': 'ftr00756',\n", + " 'name': 'Malolactic regulator',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8953'],\n", + " 'features': [],\n", + " 'id': 'ftr08953',\n", + " 'name': \"DNA-directed RNA polymerase delta (= beta'') subunit (EC 2.7.7.6)\",\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.757'],\n", + " 'features': [],\n", + " 'id': 'ftr00757',\n", + " 'name': 'Oxaloacetate decarboxylase alpha chain (EC 4.1.1.3)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': [\"searchname:thyroxine5'-deiodinase(ec)\",\n", + " \"kegg:diiodothyronine 5'-deiodinase [ambiguous] (EC 1.97.1.10)\",\n", + " \"kegg:iodothyronine 5'-deiodinase (EC 1.97.1.10)\",\n", + " 'kegg:iodothyronine outer ring monodeiodinase (EC 1.97.1.10)',\n", + " 'kegg:type I iodothyronine deiodinase (EC 1.97.1.10)',\n", + " 'kegg:type II iodothyronine deiodinase (EC 1.97.1.10)',\n", + " 'kegg:thyroxine 5-deiodinase [misleading] (EC 1.97.1.10)',\n", + " 'kegg:L-thyroxine iodohydrolase (reducing) (EC 1.97.1.10)'],\n", + " 'features': [],\n", + " 'id': 'ftr30192',\n", + " 'name': \"thyroxine 5'-deiodinase (EC 1.97.1.10)\",\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.8950'],\n", + " 'features': [],\n", + " 'id': 'ftr08950',\n", + " 'name': 'Choline permease LicB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15528'],\n", + " 'features': [],\n", + " 'id': 'ftr15528',\n", + " 'name': \"N,N'-diacetylchitobiose-specific 6-phospho-beta-glucosidase (EC 3.2.1.86)\",\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:valinedecarboxylase(ec)',\n", + " 'kegg:leucine decarboxylase (EC 4.1.1.14)',\n", + " 'kegg:L-valine carboxy-lyase (EC 4.1.1.14)'],\n", + " 'features': [],\n", + " 'id': 'ftr31075',\n", + " 'name': 'valine decarboxylase (EC 4.1.1.14)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['psfr.654'],\n", + " 'features': ['AT1G10760'],\n", + " 'id': 'ftr50654',\n", + " 'name': 'Starch, water dikinase (EC 2.7.9.4)',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['msfr.8951'],\n", + " 'features': [],\n", + " 'id': 'ftr08951',\n", + " 'name': 'Cholinephosphate cytidylyltransferase (EC 2.7.7.15)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:malateoxidase(ec)',\n", + " 'kegg:FAD-dependent malate oxidase (EC 1.1.3.3)',\n", + " 'kegg:malic oxidase (EC 1.1.3.3)',\n", + " 'kegg:malic dehydrogenase II (EC 1.1.3.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr31074',\n", + " 'name': 'malate oxidase (EC 1.1.3.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:n-acetylmuramoyl-l-alanyl-d-glutamyl-l-lysyl-(n6-triglycine)-d-alanyl-d-alanine-diphosphoundecaprenyl-n-acetylglucosamine:glycineglycyltransferase(ec)',\n", + " 'kegg:femB (gene name) (EC 2.3.2.18)'],\n", + " 'features': [],\n", + " 'id': 'ftr31077',\n", + " 'name': 'N-acetylmuramoyl-L-alanyl-D-glutamyl-L-lysyl-(N6-triglycine)-D-alanyl-D-alanine-diphosphoundecaprenyl-N-acetylglucosamine:glycine glycyltransferase (EC 2.3.2.18)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.16419'],\n", + " 'features': [],\n", + " 'id': 'ftr16419',\n", + " 'name': 'dsdXA promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14216'],\n", + " 'features': [],\n", + " 'id': 'ftr14216',\n", + " 'name': 'Novel 5-ketogluconate epimerase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14217'],\n", + " 'features': [],\n", + " 'id': 'ftr14217',\n", + " 'name': 'Predicted arabinose isomerase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14210'],\n", + " 'features': [],\n", + " 'id': 'ftr14210',\n", + " 'name': 'Putative alpha-glucosidase (EC 3.2.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8954'],\n", + " 'features': [],\n", + " 'id': 'ftr08954',\n", + " 'name': 'DNA-directed RNA polymerase delta subunit (EC 2.7.7.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8955'],\n", + " 'features': [],\n", + " 'id': 'ftr08955',\n", + " 'name': 'Glutathione-dependent formaldehyde-activating enzyme (EC 4.4.1.22)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14218'],\n", + " 'features': [],\n", + " 'id': 'ftr14218',\n", + " 'name': 'Predicted alpha-arabinosides ABC transport system, permease protein 2',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14219'],\n", + " 'features': [],\n", + " 'id': 'ftr14219',\n", + " 'name': 'Predicted alpha-arabinosides ABC transport system, permease protein 1',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:oxalatecoa-transferase(ec)',\n", + " 'kegg:succinyl---beta-ketoacyl-CoA transferase (EC 2.8.3.2)',\n", + " 'kegg:oxalate coenzyme A-transferase (EC 2.8.3.2)'],\n", + " 'features': [],\n", + " 'id': 'ftr31070',\n", + " 'name': 'oxalate CoA-transferase (EC 2.8.3.2)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15037'],\n", + " 'features': [],\n", + " 'id': 'ftr15037',\n", + " 'name': 'CRP site 2 at rhaBAD/rhaSR divergon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4841'],\n", + " 'features': [],\n", + " 'id': 'ftr04841',\n", + " 'name': 'Multidrug efflux transporter MexB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15035'],\n", + " 'features': [],\n", + " 'id': 'ftr15035',\n", + " 'name': 'CRP site 3 at rhaBAD/rhaSR divergon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4843'],\n", + " 'features': [],\n", + " 'id': 'ftr04843',\n", + " 'name': 'Transcriptional regulator MexR',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4844'],\n", + " 'features': [],\n", + " 'id': 'ftr04844',\n", + " 'name': 'COG0779: clustered with transcription termination protein NusA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4845'],\n", + " 'features': [],\n", + " 'id': 'ftr04845',\n", + " 'name': 'Transcription termination protein NusA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4598'],\n", + " 'features': [],\n", + " 'id': 'ftr04598',\n", + " 'name': 'CI-like repressor [SA bacteriophages 11, Mu50B]',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4599'],\n", + " 'features': [],\n", + " 'id': 'ftr04599',\n", + " 'name': 'Cro-like repressor [SA bacteriophages 11, Mu50B]',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4596'],\n", + " 'features': [],\n", + " 'id': 'ftr04596',\n", + " 'name': 'Hypothetical protein, SAV0849 homolog [SA bacteriophages 11, Mu50B]',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4849'],\n", + " 'features': [],\n", + " 'id': 'ftr04849',\n", + " 'name': 'YlxP-like protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4594'],\n", + " 'features': [],\n", + " 'id': 'ftr04594',\n", + " 'name': 'Excisionase [SA bacteriophages 11, Mu50B]',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4592'],\n", + " 'features': [],\n", + " 'id': 'ftr04592',\n", + " 'name': 'L-2-amino-thiazoline-4-carboxylic acid hydrolase (EC 3.5.2.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4590'],\n", + " 'features': [],\n", + " 'id': 'ftr04590',\n", + " 'name': 'L-2-Amino-thiazoline-4-carboxylic acid hydrolase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4591'],\n", + " 'features': [],\n", + " 'id': 'ftr04591',\n", + " 'name': 'Putative N-carbamyl-L-cysteine amidohydrolase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6990'],\n", + " 'features': [],\n", + " 'id': 'ftr06990',\n", + " 'name': 'LSU ribosomal protein L5p (L11e)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6991'],\n", + " 'features': [],\n", + " 'id': 'ftr06991',\n", + " 'name': 'LSU ribosomal protein L6p (L9e)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6992'],\n", + " 'features': [],\n", + " 'id': 'ftr06992',\n", + " 'name': 'LSU ribosomal protein L7/L12 (L23e)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6993'],\n", + " 'features': [],\n", + " 'id': 'ftr06993',\n", + " 'name': 'Firmicutes ribosomal L7Ae family protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6994'],\n", + " 'features': [],\n", + " 'id': 'ftr06994',\n", + " 'name': 'LSU ribosomal protein L10p (P0)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6995'],\n", + " 'features': [],\n", + " 'id': 'ftr06995',\n", + " 'name': 'LSU ribosomal protein L11p (L12e)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6996'],\n", + " 'features': [],\n", + " 'id': 'ftr06996',\n", + " 'name': 'LSU ribosomal protein L13p (L13Ae)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6997'],\n", + " 'features': [],\n", + " 'id': 'ftr06997',\n", + " 'name': 'LSU ribosomal protein L14p (L23e)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6998'],\n", + " 'features': [],\n", + " 'id': 'ftr06998',\n", + " 'name': 'LSU ribosomal protein L15p (L27Ae)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6999'],\n", + " 'features': [],\n", + " 'id': 'ftr06999',\n", + " 'name': 'LSU ribosomal protein L16p (L10e)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11963'],\n", + " 'features': [],\n", + " 'id': 'ftr11963',\n", + " 'name': 'FIG007697: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:cytochrome-cperoxidase(ec)',\n", + " 'kegg:cytochrome peroxidase (EC 1.11.1.5)',\n", + " 'kegg:cytochrome c-551 peroxidase (EC 1.11.1.5)',\n", + " 'kegg:apocytochrome c peroxidase (EC 1.11.1.5)',\n", + " 'kegg:mesocytochrome c peroxidase azide (EC 1.11.1.5)',\n", + " 'kegg:mesocytochrome c peroxidase cyanide (EC 1.11.1.5)',\n", + " 'kegg:mesocytochrome c peroxidase cyanate (EC 1.11.1.5)',\n", + " 'kegg:cytochrome c-H2O oxidoreductase (EC 1.11.1.5)',\n", + " 'kegg:cytochrome c peroxidase (EC 1.11.1.5)'],\n", + " 'features': [],\n", + " 'id': 'ftr32661',\n", + " 'name': 'cytochrome-c peroxidase (EC 1.11.1.5)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.3315'],\n", + " 'features': [],\n", + " 'id': 'ftr03315',\n", + " 'name': '2-amino-3-ketobutyrate coenzyme A ligase (EC 2.3.1.29)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3314'],\n", + " 'features': [],\n", + " 'id': 'ftr03314',\n", + " 'name': 'L-threonine 3-dehydrogenase (EC 1.1.1.103)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3317'],\n", + " 'features': [],\n", + " 'id': 'ftr03317',\n", + " 'name': 'Phytoene desaturase, pro-zeta-carotene producing (EC 1.-.-.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3316'],\n", + " 'features': [],\n", + " 'id': 'ftr03316',\n", + " 'name': 'Phytoene synthase (EC 2.5.1.32)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3311'],\n", + " 'features': [],\n", + " 'id': 'ftr03311',\n", + " 'name': 'Transmembrane component of energizing module of predicted thiazole ECF transporter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3310'],\n", + " 'features': [],\n", + " 'id': 'ftr03310',\n", + " 'name': 'Duplicated ATPase component of energizing module of predicted thiazole ECF transporter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3313'],\n", + " 'features': [],\n", + " 'id': 'ftr03313',\n", + " 'name': 'Low-specificity L-threonine aldolase (EC 4.1.2.5)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3312'],\n", + " 'features': [],\n", + " 'id': 'ftr03312',\n", + " 'name': 'ATPase component of energizing module of predicted thiazole ECF transporter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11965'],\n", + " 'features': [],\n", + " 'id': 'ftr11965',\n", + " 'name': 'FIG005080: Possible exported protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8129'],\n", + " 'features': [],\n", + " 'id': 'ftr08129',\n", + " 'name': 'D-proline reductase, 45 kDa subunit (EC 1.21.4.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3648'],\n", + " 'features': [],\n", + " 'id': 'ftr03648',\n", + " 'name': 'ACT-domain-containing protein, predicted allosteric regulator of homoserine dehydrogenase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3319'],\n", + " 'features': [],\n", + " 'id': 'ftr03319',\n", + " 'name': 'Geranylgeranyl diphosphate synthase (EC 2.5.1.29)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3318'],\n", + " 'features': [],\n", + " 'id': 'ftr03318',\n", + " 'name': 'Neurosporene desaturase (EC 1.-.-.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11964'],\n", + " 'features': [],\n", + " 'id': 'ftr11964',\n", + " 'name': 'Putative metal chaperone, involved in Zn homeostasis, GTPase of COG0523 family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5421'],\n", + " 'features': [],\n", + " 'id': 'ftr05421',\n", + " 'name': 'GALNS arylsulfatase regulator (Fe-S oxidoreductase)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2143'],\n", + " 'features': [],\n", + " 'id': 'ftr02143',\n", + " 'name': 'Phenylalanine-specific permease',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5423'],\n", + " 'features': [],\n", + " 'id': 'ftr05423',\n", + " 'name': 'TonB-dependent receptor possibly related to N-acetylgalactosamine utilization',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5422'],\n", + " 'features': [],\n", + " 'id': 'ftr05422',\n", + " 'name': 'Chondroitinase (chondroitin lyase)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5425'],\n", + " 'features': [],\n", + " 'id': 'ftr05425',\n", + " 'name': 'N-acetylgalactosamine-6-phosphate deacetylase, predicted alternative (EC 3.5.1.25)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5424'],\n", + " 'features': [],\n", + " 'id': 'ftr05424',\n", + " 'name': 'Predicted N-acetylgalactosamine kinase, ROK-type (EC 2.7.1.157)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5427'],\n", + " 'features': [],\n", + " 'id': 'ftr05427',\n", + " 'name': 'N-Acetyl-D-galactosamine permease, possible',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2142'],\n", + " 'features': [],\n", + " 'id': 'ftr02142',\n", + " 'name': 'Cation efflux system protein CusA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5429'],\n", + " 'features': [],\n", + " 'id': 'ftr05429',\n", + " 'name': 'Beta-fimbriae probable major subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5428'],\n", + " 'features': [],\n", + " 'id': 'ftr05428',\n", + " 'name': 'Beta-fimbriae usher protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11966'],\n", + " 'features': [],\n", + " 'id': 'ftr11966',\n", + " 'name': 'Protein yihD',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2141'],\n", + " 'features': [],\n", + " 'id': 'ftr02141',\n", + " 'name': 'Cobalt-zinc-cadmium resistance protein CzcA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:macrophageelastase(ec)',\n", + " 'kegg:metalloelastase (EC 3.4.24.65)',\n", + " 'kegg:human macrophage metalloelastase (HME) (EC 3.4.24.65)'],\n", + " 'features': [],\n", + " 'id': 'ftr30996',\n", + " 'name': 'macrophage elastase (EC 3.4.24.65)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.9833'],\n", + " 'features': [],\n", + " 'id': 'ftr09833',\n", + " 'name': '2-desacetyl-2-hydroxyethyl bacteriochlorophyllide A dehydrogenase BchC',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2416'],\n", + " 'features': [],\n", + " 'id': 'ftr02416',\n", + " 'name': 'Ferrous iron transport peroxidase EfeB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9830'],\n", + " 'features': [],\n", + " 'id': 'ftr09830',\n", + " 'name': 'Chlorophyllide reductase subunit BchX (EC 1.18.-.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10163'],\n", + " 'features': [],\n", + " 'id': 'ftr10163',\n", + " 'name': 'Dimethylallyltransferase (EC 2.5.1.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7427'],\n", + " 'features': [],\n", + " 'id': 'ftr07427',\n", + " 'name': 'Transcription initiation factor IIF beta subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['psfr.7'],\n", + " 'features': ['AT2G20610'],\n", + " 'id': 'ftr50007',\n", + " 'name': 'S-alkyl-thiohydroximate lyase (EC 4.4.1.-)',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['msfr.9831'],\n", + " 'features': [],\n", + " 'id': 'ftr09831',\n", + " 'name': 'Chlorophyllide reductase subunit BchY (EC 1.18.-.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7426'],\n", + " 'features': [],\n", + " 'id': 'ftr07426',\n", + " 'name': 'Transcription initiation factor IIF alpha subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5353'],\n", + " 'features': [],\n", + " 'id': 'ftr05353',\n", + " 'name': \"Guanosine-5'-triphosphate,3'-diphosphate pyrophosphatase (EC 3.6.1.40)\",\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:peptide-o-fucosyltransferase(ec)',\n", + " 'kegg:GDP-L-fucose:polypeptide fucosyltransferase (EC 2.4.1.221)',\n", + " 'kegg:GDP-fucose protein O-fucosyltransferase (EC 2.4.1.221)',\n", + " 'kegg:GDP-fucose:polypeptide fucosyltransferase (EC 2.4.1.221)'],\n", + " 'features': [],\n", + " 'id': 'ftr33318',\n", + " 'name': 'peptide-O-fucosyltransferase (EC 2.4.1.221)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:beta-n-acetylhexosaminidase(ec)',\n", + " 'kegg:hexosaminidase (EC 3.2.1.52)',\n", + " 'kegg:beta-acetylaminodeoxyhexosidase (EC 3.2.1.52)',\n", + " 'kegg:N-acetyl-beta-D-hexosaminidase (EC 3.2.1.52)',\n", + " 'kegg:N-acetyl-beta-hexosaminidase (EC 3.2.1.52)',\n", + " 'kegg:beta-hexosaminidase (EC 3.2.1.52)',\n", + " 'kegg:beta-acetylhexosaminidinase (EC 3.2.1.52)',\n", + " 'kegg:beta-D-N-acetylhexosaminidase (EC 3.2.1.52)',\n", + " 'kegg:beta-N-acetyl-D-hexosaminidase (EC 3.2.1.52)',\n", + " 'kegg:beta-N-acetylglucosaminidase (EC 3.2.1.52)',\n", + " 'kegg:hexosaminidase A (EC 3.2.1.52)',\n", + " 'kegg:N-acetylhexosaminidase (EC 3.2.1.52)',\n", + " 'kegg:beta-D-hexosaminidase (EC 3.2.1.52)'],\n", + " 'features': [],\n", + " 'id': 'ftr33319',\n", + " 'name': 'beta-N-acetylhexosaminidase (EC 3.2.1.52)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.2413'],\n", + " 'features': [],\n", + " 'id': 'ftr02413',\n", + " 'name': 'Succinate dehydrogenase flavoprotein subunit (EC 1.3.99.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5352'],\n", + " 'features': [],\n", + " 'id': 'ftr05352',\n", + " 'name': 'Exopolyphosphatase (EC 3.6.1.11)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:pyruvate,waterdikinase(ec)',\n", + " 'kegg:phosphoenolpyruvate synthase (EC 2.7.9.2)',\n", + " 'kegg:pyruvate-water dikinase (phosphorylating) (EC 2.7.9.2)',\n", + " 'kegg:PEP synthetase (EC 2.7.9.2)',\n", + " 'kegg:phosphoenolpyruvate synthase (EC 2.7.9.2)',\n", + " 'kegg:phoephoenolpyruvate synthetase (EC 2.7.9.2)',\n", + " 'kegg:phosphoenolpyruvic synthase (EC 2.7.9.2)',\n", + " 'kegg:phosphopyruvate synthetase (EC 2.7.9.2)'],\n", + " 'features': [],\n", + " 'id': 'ftr33312',\n", + " 'name': 'pyruvate, water dikinase (EC 2.7.9.2)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:dephospho-[reductasekinase]kinase(ec)',\n", + " 'kegg:AMP-activated kinase (EC 2.7.11.3)',\n", + " 'kegg:AMP-activated protein kinase kinase (EC 2.7.11.3)',\n", + " 'kegg:hydroxymethylglutaryl coenzyme A reductase kinase kinase (EC 2.7.11.3)',\n", + " 'kegg:hydroxymethylglutaryl coenzyme A reductase kinase kinase (phosphorylating) (EC 2.7.11.3)',\n", + " 'kegg:reductase kinase (EC 2.7.11.3)',\n", + " 'kegg:reductase kinase kinase (EC 2.7.11.3)',\n", + " 'kegg:STK30 (EC 2.7.11.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr33313',\n", + " 'name': 'dephospho-[reductase kinase] kinase (EC 2.7.11.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:receptorproteinserine/threoninekinase(ec)',\n", + " 'kegg:activin receptor kinase (EC 2.7.11.30)',\n", + " 'kegg:receptor type I serine/threonine protein kinase (EC 2.7.11.30)',\n", + " 'kegg:receptor type II serine/threonine protein kinase (EC 2.7.11.30)',\n", + " 'kegg:STK13 (EC 2.7.11.30)',\n", + " 'kegg:TGF-beta kinase (EC 2.7.11.30)',\n", + " 'kegg:receptor serine/threonine protein kinase (EC 2.7.11.30)'],\n", + " 'features': [],\n", + " 'id': 'ftr33310',\n", + " 'name': 'receptor protein serine/threonine kinase (EC 2.7.11.30)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.2144'],\n", + " 'features': [],\n", + " 'id': 'ftr02144',\n", + " 'name': 'TonB-dependent receptor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:[3-methyl-2-oxobutanoatedehydrogenase(acetyl-transferring)]kinase(ec)',\n", + " 'kegg:BCK (EC 2.7.11.4)',\n", + " 'kegg:BCKD kinase (EC 2.7.11.4)',\n", + " 'kegg:BCODH kinase (EC 2.7.11.4)',\n", + " 'kegg:branched-chain alpha-ketoacid dehydrogenase kinase (EC 2.7.11.4)',\n", + " 'kegg:branched-chain 2-oxo acid dehydrogenase kinase (EC 2.7.11.4)',\n", + " 'kegg:branched-chain keto acid dehydrogenase kinase (EC 2.7.11.4)',\n", + " 'kegg:branched-chain oxo acid dehydrogenase kinase (phosphorylating) (EC 2.7.11.4)',\n", + " 'kegg:STK2 (EC 2.7.11.4)'],\n", + " 'features': [],\n", + " 'id': 'ftr33316',\n", + " 'name': '[3-methyl-2-oxobutanoate dehydrogenase (acetyl-transferring)] kinase (EC 2.7.11.4)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.5351'],\n", + " 'features': [],\n", + " 'id': 'ftr05351',\n", + " 'name': 'Polyphosphate kinase (EC 2.7.4.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:glycerol-3-phosphatedehydrogenase(ec)',\n", + " 'kegg:alpha-glycerophosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:alpha-glycerophosphate dehydrogenase (acceptor) (EC 1.1.5.3)',\n", + " 'kegg:anaerobic glycerol-3-phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:DL-glycerol 3-phosphate oxidase (misleading) (EC 1.1.5.3)',\n", + " 'kegg:FAD-dependent glycerol-3-phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:FAD-dependent sn-glycerol-3-phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:FAD-GPDH (EC 1.1.5.3)',\n", + " 'kegg:FAD-linked glycerol 3-phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:FAD-linked L-glycerol-3-phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:flavin-linked glycerol-3-phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:flavoprotein-linked L-glycerol 3-phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:glycerol 3-phosphate cytochrome c reductase (misleading) (EC 1.1.5.3)',\n", + " 'kegg:glycerol phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:glycerol phosphate dehydrogenase (acceptor) (EC 1.1.5.3)',\n", + " 'kegg:glycerol phosphate dehydrogenase (FAD) (EC 1.1.5.3)',\n", + " 'kegg:glycerol-3-phosphate CoQ reductase (EC 1.1.5.3)',\n", + " 'kegg:glycerol-3-phosphate dehydrogenase (flavin-linked) (EC 1.1.5.3)',\n", + " 'kegg:glycerol-3-phosphate:CoQ reductase (EC 1.1.5.3)',\n", + " 'kegg:glycerophosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:L-3-glycerophosphate-ubiquinone oxidoreductase (EC 1.1.5.3)',\n", + " 'kegg:L-glycerol-3-phosphate dehydrogenase (ambiguous) (EC 1.1.5.3)',\n", + " 'kegg:L-glycerophosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:mGPD (EC 1.1.5.3)',\n", + " 'kegg:mitochondrial glycerol phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:NAD+-independent glycerol phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:pyridine nucleotide-independent L-glycerol 3-phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:sn-glycerol 3-phosphate oxidase (misleading) (EC 1.1.5.3)',\n", + " 'kegg:sn-glycerol-3-phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:sn-glycerol-3-phosphate:(acceptor) 2-oxidoreductase (EC 1.1.5.3)',\n", + " 'kegg:sn-glycerol-3-phosphate:acceptor 2-oxidoreductase (EC 1.1.5.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr33172',\n", + " 'name': 'glycerol-3-phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:fadreductase(nadh)(ec)',\n", + " 'kegg:NADH-FAD reductase (EC 1.5.1.37)',\n", + " 'kegg:NADH-dependent FAD reductase (EC 1.5.1.37)',\n", + " 'kegg:NADH:FAD oxidoreductase (EC 1.5.1.37)',\n", + " 'kegg:NADH:flavin adenine dinucleotide oxidoreductase (EC 1.5.1.37)'],\n", + " 'features': [],\n", + " 'id': 'ftr33315',\n", + " 'name': 'FAD reductase (NADH) (EC 1.5.1.37)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:caspase-9(ec)',\n", + " 'kegg:CASP-9 (EC 3.4.22.62)',\n", + " 'kegg:ICE-like apoptotic protease 6 (EC 3.4.22.62)',\n", + " 'kegg:ICE-LAP6 (EC 3.4.22.62)',\n", + " 'kegg:apoptotic protease Mch-6 (EC 3.4.22.62)',\n", + " 'kegg:apoptotic protease-activating factor 3 (EC 3.4.22.62)',\n", + " 'kegg:APAF-3 (EC 3.4.22.62)'],\n", + " 'features': [],\n", + " 'id': 'ftr32308',\n", + " 'name': 'caspase-9 (EC 3.4.22.62)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.5826'],\n", + " 'features': [],\n", + " 'id': 'ftr05826',\n", + " 'name': 'Pyridoxal 4-dehydrogenase (EC 1.1.1.107)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:o-pyrocatechuatedecarboxylase(ec)',\n", + " 'kegg:2,3-dihydroxybenzoate carboxy-lyase (EC 4.1.1.46)'],\n", + " 'features': [],\n", + " 'id': 'ftr32302',\n", + " 'name': 'o-pyrocatechuate decarboxylase (EC 4.1.1.46)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.5357'],\n", + " 'features': [],\n", + " 'id': 'ftr05357',\n", + " 'name': 'DNA-binding response regulator, OmpR family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:nitricoxidereductase(cytochromec)(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr32300',\n", + " 'name': 'nitric oxide reductase (cytochrome c) (EC 1.7.2.5)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.10165'],\n", + " 'features': [],\n", + " 'id': 'ftr10165',\n", + " 'name': 'Hexaprenyl pyrophosphate synthetase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:factor-independenturatehydroxylase(ec)',\n", + " 'kegg:uric acid oxidase (EC 1.7.3.3)',\n", + " 'kegg:uricase (EC 1.7.3.3)',\n", + " 'kegg:uricase II (EC 1.7.3.3)',\n", + " 'kegg:urate oxidase (EC 1.7.3.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr32306',\n", + " 'name': 'factor-independent urate hydroxylase (EC 1.7.3.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:aminocarboxymuconate-semialdehydedecarboxylase(ec)',\n", + " 'kegg:picolinic acid carboxylase (EC 4.1.1.45)',\n", + " 'kegg:picolinic acid decarboxylase (EC 4.1.1.45)',\n", + " 'kegg:alpha-amino-beta-carboxymuconate-epsilon-semialdehade decarboxylase (EC 4.1.1.45)',\n", + " 'kegg:alpha-amino-beta-carboxymuconate-epsilon-semialdehyde beta-decarboxylase (EC 4.1.1.45)',\n", + " 'kegg:2-amino-3-(3-oxoprop-2-enyl)but-2-enedioate carboxy-lyase (EC 4.1.1.45)',\n", + " 'kegg:2-amino-3-(3-oxoprop-1-en-1-yl)but-2-enedioate carboxy-lyase (EC 4.1.1.45)'],\n", + " 'features': [],\n", + " 'id': 'ftr32307',\n", + " 'name': 'aminocarboxymuconate-semialdehyde decarboxylase (EC 4.1.1.45)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:udp-n-acetylmuramatedehydrogenase(ec)',\n", + " 'kegg:MurB reductase (EC 1.1.1.158)',\n", + " 'kegg:UDP-N-acetylenolpyruvoylglucosamine reductase (EC 1.1.1.158)',\n", + " 'kegg:UDP-N-acetylglucosamine-enoylpyruvate reductase (EC 1.1.1.158)',\n", + " 'kegg:UDP-GlcNAc-enoylpyruvate reductase (EC 1.1.1.158)',\n", + " 'kegg:uridine diphosphoacetylpyruvoylglucosamine reductase (EC 1.1.1.158)',\n", + " 'kegg:uridine diphospho-N-acetylglucosamine-enolpyruvate reductase (EC 1.1.1.158)',\n", + " \"kegg:uridine-5'-diphospho-N-acetyl-2-amino-2-deoxy-3-O-lactylglucose:NADP-oxidoreductase (EC 1.1.1.158)\"],\n", + " 'features': [],\n", + " 'id': 'ftr32304',\n", + " 'name': 'UDP-N-acetylmuramate dehydrogenase (EC 1.1.1.158)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.5356'],\n", + " 'features': [],\n", + " 'id': 'ftr05356',\n", + " 'name': 'putative alkaline phosphatase-like protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12029'],\n", + " 'features': [],\n", + " 'id': 'ftr12029',\n", + " 'name': 'Conserved hypothetical protein potentially related to ribose or hydroxymethylpyrimidine metabolism',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4445'],\n", + " 'features': [],\n", + " 'id': 'ftr04445',\n", + " 'name': 'Arginine/agmatine antiporter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:5-oxopent-3-ene-1,2,5-tricarboxylatedecarboxylase(ec)',\n", + " 'kegg:5-carboxymethyl-2-oxo-hex-3-ene-1,6-dioate decarboxylase (EC 4.1.1.68)',\n", + " 'kegg:5-oxopent-3-ene-1,2,5-tricarboxylate carboxy-lyase (EC 4.1.1.68)'],\n", + " 'features': [],\n", + " 'id': 'ftr34622',\n", + " 'name': '5-oxopent-3-ene-1,2,5-tricarboxylate decarboxylase (EC 4.1.1.68)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.5355'],\n", + " 'features': [],\n", + " 'id': 'ftr05355',\n", + " 'name': 'Alkaline phosphatase like protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:aureolysin(ec)',\n", + " 'kegg:Staphylococcus aureus neutral proteinase (EC 3.4.24.29)',\n", + " 'kegg:Staphylococcus aureus neutral protease (EC 3.4.24.29)'],\n", + " 'features': [],\n", + " 'id': 'ftr31856',\n", + " 'name': 'aureolysin (EC 3.4.24.29)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.12021'],\n", + " 'features': [],\n", + " 'id': 'ftr12021',\n", + " 'name': 'FIG069748: Hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12020'],\n", + " 'features': [],\n", + " 'id': 'ftr12020',\n", + " 'name': 'FIG030803: Hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12023'],\n", + " 'features': [],\n", + " 'id': 'ftr12023',\n", + " 'name': 'FIG038648: MoaD and/or ThiS families',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5822'],\n", + " 'features': [],\n", + " 'id': 'ftr05822',\n", + " 'name': 'Probable pyridine nucleotide-disulfide oxidoreductase YkgC',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12025'],\n", + " 'features': [],\n", + " 'id': 'ftr12025',\n", + " 'name': 'FIG007481: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12024'],\n", + " 'features': [],\n", + " 'id': 'ftr12024',\n", + " 'name': 'FIG005773: conserved membrane protein ML1361',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12027'],\n", + " 'features': [],\n", + " 'id': 'ftr12027',\n", + " 'name': 'FIG137598: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12026'],\n", + " 'features': [],\n", + " 'id': 'ftr12026',\n", + " 'name': 'FIG011121: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13888'],\n", + " 'features': [],\n", + " 'id': 'ftr13888',\n", + " 'name': 'Transcriptional regulator, MerR family, associated with photolyase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13889'],\n", + " 'features': [],\n", + " 'id': 'ftr13889',\n", + " 'name': 'FIG138315: Putative alpha helix protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:n-methylnucleosidase(ec)',\n", + " 'kegg:7-methylxanthosine nucleosidase (EC 3.2.2.25)',\n", + " 'kegg:N-MeNase (EC 3.2.2.25)',\n", + " 'kegg:N-methyl nucleoside hydrolase (EC 3.2.2.25)',\n", + " 'kegg:methylpurine nucleosidase (EC 3.2.2.25)'],\n", + " 'features': [],\n", + " 'id': 'ftr31641',\n", + " 'name': 'N-methyl nucleosidase (EC 3.2.2.25)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:adp-ribosyl-[dinitrogenreductase]hydrolase(ec)',\n", + " 'kegg:azoferredoxin glycosidase (EC 3.2.2.24)',\n", + " 'kegg:azoferredoxin-activating enzymes (EC 3.2.2.24)',\n", + " 'kegg:dinitrogenase reductase-activating glycohydrolase (EC 3.2.2.24)',\n", + " 'kegg:ADP-ribosyl glycohydrolase (EC 3.2.2.24)'],\n", + " 'features': [],\n", + " 'id': 'ftr31646',\n", + " 'name': 'ADP-ribosyl-[dinitrogen reductase] hydrolase (EC 3.2.2.24)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:[proteinadp-ribosylarginine]hydrolase(ec)',\n", + " 'kegg:ADP-ribose-L-arginine cleavage enzyme (EC 3.2.2.19)',\n", + " 'kegg:ADP-ribosylarginine hydrolase (EC 3.2.2.19)',\n", + " 'kegg:Nomega-(ADP-D-ribosyl)-L-arginine ADP-ribosylhydrolase (EC 3.2.2.19)',\n", + " 'kegg:protein-omega-N-(ADP-D-ribosyl)-L-arginine ADP-ribosylhydrolase (EC 3.2.2.19)'],\n", + " 'features': [],\n", + " 'id': 'ftr31647',\n", + " 'name': '[protein ADP-ribosylarginine] hydrolase (EC 3.2.2.19)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:rrnan-glycosylase(ec)',\n", + " 'kegg:ribosomal ribonucleate N-glycosidase (EC 3.2.2.22)',\n", + " 'kegg:nigrin b (EC 3.2.2.22)',\n", + " 'kegg:RNA N-glycosidase (EC 3.2.2.22)',\n", + " 'kegg:rRNA N-glycosidase (EC 3.2.2.22)',\n", + " 'kegg:ricin (EC 3.2.2.22)',\n", + " 'kegg:momorcochin-S (EC 3.2.2.22)',\n", + " 'kegg:Mirabilis antiviral protein (EC 3.2.2.22)',\n", + " 'kegg:momorcochin-S (EC 3.2.2.22)',\n", + " 'kegg:gelonin (EC 3.2.2.22)',\n", + " 'kegg:saporins (EC 3.2.2.22)'],\n", + " 'features': [],\n", + " 'id': 'ftr31644',\n", + " 'name': 'rRNA N-glycosylase (EC 3.2.2.22)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15256'],\n", + " 'features': [],\n", + " 'id': 'ftr15256',\n", + " 'name': 'CRP protected region at hupB gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13880'],\n", + " 'features': [],\n", + " 'id': 'ftr13880',\n", + " 'name': 'proposed amino acid ligase found clustered with an amidotransferase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13881'],\n", + " 'features': [],\n", + " 'id': 'ftr13881',\n", + " 'name': 'methanogen enzyme similar to murein synthesis amino acid ligase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13882'],\n", + " 'features': [],\n", + " 'id': 'ftr13882',\n", + " 'name': 'Cyclopropane-fatty-acyl-phospholipid synthase-like protein, clusters with FIG005069',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10041'],\n", + " 'features': [],\n", + " 'id': 'ftr10041',\n", + " 'name': 'Clumping factor ClfB, fibrinogen binding protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13884'],\n", + " 'features': [],\n", + " 'id': 'ftr13884',\n", + " 'name': 'COG2907: Amine oxidase, flavin-containing',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13885'],\n", + " 'features': [],\n", + " 'id': 'ftr13885',\n", + " 'name': 'FIG002577: Putative lipoprotein precursor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13886'],\n", + " 'features': [],\n", + " 'id': 'ftr13886',\n", + " 'name': 'FIG026291: Hypothetical periplasmic protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13887'],\n", + " 'features': [],\n", + " 'id': 'ftr13887',\n", + " 'name': 'FIG024285: Hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15254'],\n", + " 'features': [],\n", + " 'id': 'ftr15254',\n", + " 'name': 'CRP protected region at cya gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13059'],\n", + " 'features': [],\n", + " 'id': 'ftr13059',\n", + " 'name': 'HTH domain protein SA1665, binds to mecA promoter region',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15253'],\n", + " 'features': [],\n", + " 'id': 'ftr15253',\n", + " 'name': 'CRP site at cya gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:1-alkylglycerophosphocholineo-acyltransferase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr34752',\n", + " 'name': '1-alkylglycerophosphocholine O-acyltransferase (EC 2.3.1.63)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.9348'],\n", + " 'features': [],\n", + " 'id': 'ftr09348',\n", + " 'name': 'Colanic acid biosynthesis acetyltransferase WcaB (EC 2.3.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:mucorpepsin(ec)',\n", + " 'kegg:Mucor rennin (EC 3.4.23.23)',\n", + " 'kegg:Mucor aspartic proteinase (EC 3.4.23.23)',\n", + " 'kegg:Mucor acid proteinase (EC 3.4.23.23)',\n", + " 'kegg:Mucor acid protease (EC 3.4.23.23)',\n", + " 'kegg:Mucor miehei aspartic proteinase (EC 3.4.23.23)',\n", + " 'kegg:Mucor miehei aspartic protease (EC 3.4.23.23)',\n", + " 'kegg:Mucor aspartic proteinase (EC 3.4.23.23)',\n", + " 'kegg:Mucor pusillus emporase (EC 3.4.23.23)',\n", + " 'kegg:Fromase 100 (EC 3.4.23.23)',\n", + " 'kegg:Mucor pusillus rennin (EC 3.4.23.23)',\n", + " 'kegg:Fromase 46TL (EC 3.4.23.23)',\n", + " 'kegg:Mucor miehei rennin (EC 3.4.23.23)'],\n", + " 'features': [],\n", + " 'id': 'ftr30592',\n", + " 'name': 'mucorpepsin (EC 3.4.23.23)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15252'],\n", + " 'features': [],\n", + " 'id': 'ftr15252',\n", + " 'name': 'putA promoter region invol. in proline induction',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15251'],\n", + " 'features': [],\n", + " 'id': 'ftr15251',\n", + " 'name': 'putA promoter region invol. in catabolite repressi',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1857'],\n", + " 'features': [],\n", + " 'id': 'ftr01857',\n", + " 'name': 'COG1821 family protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10040'],\n", + " 'features': [],\n", + " 'id': 'ftr10040',\n", + " 'name': 'Clumping factor ClfA, fibrinogen-binding protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15250'],\n", + " 'features': [],\n", + " 'id': 'ftr15250',\n", + " 'name': 'CRP retarded fragment at gcv operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2994'],\n", + " 'features': [],\n", + " 'id': 'ftr02994',\n", + " 'name': 'Malonyl CoA-acyl carrier protein transacylase (EC 2.3.1.39)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2995'],\n", + " 'features': [],\n", + " 'id': 'ftr02995',\n", + " 'name': '3-OXOACYL-[ACYL-CARRIER-PROTEIN] SYNTHASE III FABH (BETA-KETOACYL-ACP SYNTHASE III) (KAS III)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2996'],\n", + " 'features': [],\n", + " 'id': 'ftr02996',\n", + " 'name': 'Enoyl-[acyl-carrier-protein] reductase [NADH] (EC 1.3.1.9)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2997'],\n", + " 'features': [],\n", + " 'id': 'ftr02997',\n", + " 'name': 'CYCLOPROPANE-FATTY-ACYL-PHOSPHOLIPID SYNTHASE 1 CMAA1 (CYCLOPROPANE FATTY ACID SYNTHASE) (CFA SYNTHASE) (CYCLOPROPANE MYCOLIC ACID SYNTHASE 1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2990'],\n", + " 'features': [],\n", + " 'id': 'ftr02990',\n", + " 'name': 'Cyanobacterial protein slr0575',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2991'],\n", + " 'features': [],\n", + " 'id': 'ftr02991',\n", + " 'name': 'Single-stranded DNA-binding protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2992'],\n", + " 'features': [],\n", + " 'id': 'ftr02992',\n", + " 'name': 'Cobalt-precorrin-6x reductase (EC 1.3.1.54)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2993'],\n", + " 'features': [],\n", + " 'id': 'ftr02993',\n", + " 'name': 'ACETYL/PROPIONYL-CoA CARBOXYLASE (BETA SUBUNIT) ACCD6',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7168'],\n", + " 'features': [],\n", + " 'id': 'ftr07168',\n", + " 'name': 'type IV pilus biogenesis protein PilJ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6697'],\n", + " 'features': [],\n", + " 'id': 'ftr06697',\n", + " 'name': 'Eukaryotic translation initiation factor 4H',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6696'],\n", + " 'features': [],\n", + " 'id': 'ftr06696',\n", + " 'name': 'Eukaryotic translation initiation factor 4E',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6695'],\n", + " 'features': [],\n", + " 'id': 'ftr06695',\n", + " 'name': 'Eukaryotic translation initiation factor 4B',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6694'],\n", + " 'features': [],\n", + " 'id': 'ftr06694',\n", + " 'name': 'Eukaryotic translation initiation factor 4A',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6693'],\n", + " 'features': [],\n", + " 'id': 'ftr06693',\n", + " 'name': 'Eukaryotic translation initiation factor 3 RNA-binding subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6692'],\n", + " 'features': [],\n", + " 'id': 'ftr06692',\n", + " 'name': 'Eukaryotic translation initiation factor 3 30 kDa subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6691'],\n", + " 'features': [],\n", + " 'id': 'ftr06691',\n", + " 'name': 'Eukaryotic translation initiation factor 3 39 kDa subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6690'],\n", + " 'features': [],\n", + " 'id': 'ftr06690',\n", + " 'name': 'Eukaryotic translation initiation factor 3 90 kDa subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9414'],\n", + " 'features': [],\n", + " 'id': 'ftr09414',\n", + " 'name': 'Cytoplasmic hypothetical protein DUF199',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9415'],\n", + " 'features': [],\n", + " 'id': 'ftr09415',\n", + " 'name': 'Cytoplasmic hypothetical protein DUF199, a subgroup',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9416'],\n", + " 'features': [],\n", + " 'id': 'ftr09416',\n", + " 'name': 'oxidoreductase of aldo/keto reductase family, subgroup 2',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9417'],\n", + " 'features': [],\n", + " 'id': 'ftr09417',\n", + " 'name': 'Hypothetical ATP-binding protein UPF0042, contains P-loop',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9410'],\n", + " 'features': [],\n", + " 'id': 'ftr09410',\n", + " 'name': 'Putative oxidoreductase ferredoxin-type protein, clusters with CPO',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15006'],\n", + " 'features': [],\n", + " 'id': 'ftr15006',\n", + " 'name': 'putative CRP site at dctA gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6699'],\n", + " 'features': [],\n", + " 'id': 'ftr06699',\n", + " 'name': 'Eukaryotic translation initiation factor 5A',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6698'],\n", + " 'features': [],\n", + " 'id': 'ftr06698',\n", + " 'name': 'Eukaryotic translation initiation factor 5',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3867'],\n", + " 'features': [],\n", + " 'id': 'ftr03867',\n", + " 'name': 'UpdZ protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3866'],\n", + " 'features': [],\n", + " 'id': 'ftr03866',\n", + " 'name': 'Transcription antitermination protein UpdY',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3865'],\n", + " 'features': [],\n", + " 'id': 'ftr03865',\n", + " 'name': 'Tyrosine type site-specific recombinase, Mpi regulator',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3864'],\n", + " 'features': [],\n", + " 'id': 'ftr03864',\n", + " 'name': 'Site-specific recombinase Mpi',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3863'],\n", + " 'features': [],\n", + " 'id': 'ftr03863',\n", + " 'name': 'promoter region for PTS region, with flanking inverted repeats',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3862'],\n", + " 'features': [],\n", + " 'id': 'ftr03862',\n", + " 'name': 'Peptidase M23B precursor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3861'],\n", + " 'features': [],\n", + " 'id': 'ftr03861',\n", + " 'name': 'Carboxyl-terminal protease (EC 3.4.21.102)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3860'],\n", + " 'features': [],\n", + " 'id': 'ftr03860',\n", + " 'name': \"Adenosine (5')-pentaphospho-(5'')-adenosine pyrophosphohydrolase (EC 3.6.1.-)\",\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3869'],\n", + " 'features': [],\n", + " 'id': 'ftr03869',\n", + " 'name': 'Hypothetical protein clustered with UpdY',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3868'],\n", + " 'features': [],\n", + " 'id': 'ftr03868',\n", + " 'name': 'Tyrosine type site-specific recombinase, probable regulator for PS locus',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16106'],\n", + " 'features': [],\n", + " 'id': 'ftr16106',\n", + " 'name': 'UPF0337 protein yjbJ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16107'],\n", + " 'features': [],\n", + " 'id': 'ftr16107',\n", + " 'name': 'FIG00639079: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7348'],\n", + " 'features': [],\n", + " 'id': 'ftr07348',\n", + " 'name': 'negative regulator of hrp expression HrpV',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7349'],\n", + " 'features': [],\n", + " 'id': 'ftr07349',\n", + " 'name': 'type III secretion protein HrpT',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2198'],\n", + " 'features': [],\n", + " 'id': 'ftr02198',\n", + " 'name': 'Uptake hydrogenase large subunit (EC 1.12.99.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2199'],\n", + " 'features': [],\n", + " 'id': 'ftr02199',\n", + " 'name': 'Ni,Fe-hydrogenase I cytochrome b subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16100'],\n", + " 'features': [],\n", + " 'id': 'ftr16100',\n", + " 'name': 'Ankyrin-repeat protein A',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16101'],\n", + " 'features': [],\n", + " 'id': 'ftr16101',\n", + " 'name': 'Acetate operon repressor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2194'],\n", + " 'features': [],\n", + " 'id': 'ftr02194',\n", + " 'name': 'Sulfonate ABC transporter, ATP-binding subunit SsuB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2195'],\n", + " 'features': [],\n", + " 'id': 'ftr02195',\n", + " 'name': 'Alkanesulfonates transport system permease protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2196'],\n", + " 'features': [],\n", + " 'id': 'ftr02196',\n", + " 'name': 'Outer membrane protein A precursor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2197'],\n", + " 'features': [],\n", + " 'id': 'ftr02197',\n", + " 'name': 'Uptake hydrogenase small subunit precursor (EC 1.12.99.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2190'],\n", + " 'features': [],\n", + " 'id': 'ftr02190',\n", + " 'name': 'Transport ATP-binding protein CydC',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2191'],\n", + " 'features': [],\n", + " 'id': 'ftr02191',\n", + " 'name': 'Transport ATP-binding protein CydD',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2192'],\n", + " 'features': [],\n", + " 'id': 'ftr02192',\n", + " 'name': 'Outer membrane protein F precursor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2193'],\n", + " 'features': [],\n", + " 'id': 'ftr02193',\n", + " 'name': 'Alkanesulfonates ABC transporter ATP-binding protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:d-threoninealdolase(ec)',\n", + " 'kegg:D-TA (EC 4.1.2.42)',\n", + " 'kegg:DTA (EC 4.1.2.42)',\n", + " 'kegg:low specificity D-TA (EC 4.1.2.42)',\n", + " 'kegg:low specificity D-threonine aldolase (EC 4.1.2.42)'],\n", + " 'features': [],\n", + " 'id': 'ftr30740',\n", + " 'name': 'D-threonine aldolase (EC 4.1.2.42)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:3-phosphoglyceratephosphatase(ec)',\n", + " 'kegg:D-3-Phosphoglycerate phosphatase (EC 3.1.3.38)',\n", + " 'kegg:3-PGA phosphatase (EC 3.1.3.38)'],\n", + " 'features': [],\n", + " 'id': 'ftr30597',\n", + " 'name': '3-phosphoglycerate phosphatase (EC 3.1.3.38)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.13085'],\n", + " 'features': [],\n", + " 'id': 'ftr13085',\n", + " 'name': 'Long-chain fatty-acid-CoA ligase (EC 6.2.1.3), Mycobacterial subgroup FadD4',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': [\"searchname:rrna(adenosine-2'-o-)-methyltransferase(ec)\",\n", + " \"kegg:ribosomal ribonucleate adenosine 2'-methyltransferase (EC 2.1.1.66)\",\n", + " \"kegg:rRNA adenosine 2'-methylase (EC 2.1.1.66)\",\n", + " 'kegg:RNA-pentose methylase (EC 2.1.1.66)',\n", + " 'kegg:thiostrepton-resistance methylase (EC 2.1.1.66)'],\n", + " 'features': [],\n", + " 'id': 'ftr34152',\n", + " 'name': \"rRNA (adenosine-2'-O-)-methyltransferase (EC 2.1.1.66)\",\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:n-carbamoylputrescineamidase(ec)',\n", + " 'kegg:carbamoylputrescine hydrolase (EC 3.5.1.53)',\n", + " 'kegg:NCP (EC 3.5.1.53)'],\n", + " 'features': [],\n", + " 'id': 'ftr30742',\n", + " 'name': 'N-carbamoylputrescine amidase (EC 3.5.1.53)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.2919'],\n", + " 'features': [],\n", + " 'id': 'ftr02919',\n", + " 'name': 'N-acetylmannosamine-6-phosphate 2-epimerase (EC 5.1.3.9)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:n-acetyllactosaminidealpha-2,3-sialyltransferase(ec)',\n", + " 'kegg:sialyltransferase (EC 2.4.99.6)',\n", + " 'kegg:cytidine monophosphoacetylneuraminate-beta-galactosyl(1->4)acetylglucosaminide alpha2->3-sialyltransferase (EC 2.4.99.6)',\n", + " 'kegg:alpha2->3 sialyltransferase (EC 2.4.99.6)',\n", + " 'kegg:SiaT (EC 2.4.99.6)',\n", + " 'kegg:CMP-N-acetylneuraminate:beta-D-galactosyl-1,4-N-acetyl-D-glucosaminyl-glycoprotein alpha-2,3-N-acetylneuraminyltransferase (EC 2.4.99.6)'],\n", + " 'features': [],\n", + " 'id': 'ftr30743',\n", + " 'name': 'N-acetyllactosaminide alpha-2,3-sialyltransferase (EC 2.4.99.6)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:streptomycin-6-phosphatase(ec)',\n", + " 'kegg:streptomycin 6-phosphate phosphatase (EC 3.1.3.39)',\n", + " 'kegg:streptomycin 6-phosphate phosphohydrolase (EC 3.1.3.39)',\n", + " 'kegg:streptomycin-6-P phosphohydrolase (EC 3.1.3.39)'],\n", + " 'features': [],\n", + " 'id': 'ftr30596',\n", + " 'name': 'streptomycin-6-phosphatase (EC 3.1.3.39)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14266'],\n", + " 'features': [],\n", + " 'id': 'ftr14266',\n", + " 'name': 'Unknown carbohydrate transporter from TRAP family, large transmembrane component UctQ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:dodecanoyl-[acyl-carrier-protein]hydrolase(ec)',\n", + " 'kegg:lauryl-acyl-carrier-protein hydrolase (EC 3.1.2.21)',\n", + " 'kegg:dodecanoyl-acyl-carrier-protein hydrolase (EC 3.1.2.21)',\n", + " 'kegg:dodecyl-acyl-carrier protein hydrolase (EC 3.1.2.21)',\n", + " 'kegg:dodecanoyl-[acyl-carrier protein] hydrolase (EC 3.1.2.21)',\n", + " 'kegg:dodecanoyl-[acyl-carrier-protein] hydrolase (EC 3.1.2.21)'],\n", + " 'features': [],\n", + " 'id': 'ftr33993',\n", + " 'name': 'dodecanoyl-[acyl-carrier-protein] hydrolase (EC 3.1.2.21)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:10-hydroxytaxaneo-acetyltransferase(ec)',\n", + " 'kegg:acetyl coenzyme A: 10-hydroxytaxane O-acetyltransferase (EC 2.3.1.163)'],\n", + " 'features': [],\n", + " 'id': 'ftr30747',\n", + " 'name': '10-hydroxytaxane O-acetyltransferase (EC 2.3.1.163)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:pro-opiomelanocortinconvertingenzyme(ec)',\n", + " 'kegg:prohormone converting enzyme (EC 3.4.23.17)',\n", + " 'kegg:pro-opiomelanocortin-converting enzyme (EC 3.4.23.17)',\n", + " 'kegg:proopiomelanocortin proteinase (EC 3.4.23.17)',\n", + " 'kegg:PCE (EC 3.4.23.17)'],\n", + " 'features': [],\n", + " 'id': 'ftr33250',\n", + " 'name': 'pro-opiomelanocortin converting enzyme (EC 3.4.23.17)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14858'],\n", + " 'features': [],\n", + " 'id': 'ftr14858',\n", + " 'name': 'promoter at moeAB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14859'],\n", + " 'features': [],\n", + " 'id': 'ftr14859',\n", + " 'name': 'ArcA retarded fragment at moeAB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14856'],\n", + " 'features': [],\n", + " 'id': 'ftr14856',\n", + " 'name': 'Fnr protected fragment at focA-pflB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14857'],\n", + " 'features': [],\n", + " 'id': 'ftr14857',\n", + " 'name': 'Crp retarded fragment at focA-pflB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14854'],\n", + " 'features': [],\n", + " 'id': 'ftr14854',\n", + " 'name': 'promoter 2 at cysG',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14855'],\n", + " 'features': [],\n", + " 'id': 'ftr14855',\n", + " 'name': 'NagC protected region (boxE) at nagE/nagBCAD locus',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14852'],\n", + " 'features': [],\n", + " 'id': 'ftr14852',\n", + " 'name': 'promoter region at cysG',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14853'],\n", + " 'features': [],\n", + " 'id': 'ftr14853',\n", + " 'name': 'promoter 1 at cysG',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14850'],\n", + " 'features': [],\n", + " 'id': 'ftr14850',\n", + " 'name': 'putative NarL binding site at dmsABC',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14851'],\n", + " 'features': [],\n", + " 'id': 'ftr14851',\n", + " 'name': 'promoter at torCA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1649'],\n", + " 'features': [],\n", + " 'id': 'ftr01649',\n", + " 'name': 'Cell envelope-associated transcriptional attenuator LytR-CpsA-Psr, subfamily A1 (as in PMID19099556)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1648'],\n", + " 'features': [],\n", + " 'id': 'ftr01648',\n", + " 'name': 'Cell envelope-associated transcriptional attenuator LytR-CpsA-Psr, subfamily F4 (as in PMID19099556)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:23srrnapseudouridine955/2504/2580synthase(ec)',\n", + " 'kegg:RluC (EC 5.4.99.24)',\n", + " 'kegg:pseudouridine synthase RluC (EC 5.4.99.24)'],\n", + " 'features': [],\n", + " 'id': 'ftr32720',\n", + " 'name': '23S rRNA pseudouridine955/2504/2580 synthase (EC 5.4.99.24)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.1641'],\n", + " 'features': [],\n", + " 'id': 'ftr01641',\n", + " 'name': 'Dihydroorotate dehydrogenase electron transfer subunit (EC 1.3.3.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1640'],\n", + " 'features': [],\n", + " 'id': 'ftr01640',\n", + " 'name': 'Dihydroorotate dehydrogenase, catalytic subunit (EC 1.3.3.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1643'],\n", + " 'features': [],\n", + " 'id': 'ftr01643',\n", + " 'name': 'Glutathione-dependent formaldehyde dehydrogenase (EC 1.2.1.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1642'],\n", + " 'features': [],\n", + " 'id': 'ftr01642',\n", + " 'name': 'Flavodoxin reductases (ferredoxin-NADPH reductases) family 1',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1645'],\n", + " 'features': [],\n", + " 'id': 'ftr01645',\n", + " 'name': 'Anaerobic dimethyl sulfoxide reductase chain B (EC 1.8.99.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1644'],\n", + " 'features': [],\n", + " 'id': 'ftr01644',\n", + " 'name': 'Twin-arginine translocation protein TatA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1647'],\n", + " 'features': [],\n", + " 'id': 'ftr01647',\n", + " 'name': 'Cell envelope-associated transcriptional attenuator LytR-CpsA-Psr, subfamily F2 (as in PMID19099556)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1646'],\n", + " 'features': [],\n", + " 'id': 'ftr01646',\n", + " 'name': 'Cell envelope-associated transcriptional attenuator LytR-CpsA-Psr, subfamily F1 (as in PMID19099556)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.598'],\n", + " 'features': [],\n", + " 'id': 'ftr00598',\n", + " 'name': 'Flagellar synthesis regulator FleN',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.599'],\n", + " 'features': [],\n", + " 'id': 'ftr00599',\n", + " 'name': 'Flagellar motor rotation protein MotA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.592'],\n", + " 'features': [],\n", + " 'id': 'ftr00592',\n", + " 'name': 'Flagellar biosynthesis protein fliS',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.593'],\n", + " 'features': [],\n", + " 'id': 'ftr00593',\n", + " 'name': 'Flagellar biosynthesis protein fliT',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.590'],\n", + " 'features': [],\n", + " 'id': 'ftr00590',\n", + " 'name': 'Flagellar biosynthesis protein fliC',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.591'],\n", + " 'features': [],\n", + " 'id': 'ftr00591',\n", + " 'name': 'Flagellar hook-associated protein fliD',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.596'],\n", + " 'features': [],\n", + " 'id': 'ftr00596',\n", + " 'name': 'Flagellar biosynthesis protein FlhF',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.597'],\n", + " 'features': [],\n", + " 'id': 'ftr00597',\n", + " 'name': 'RNA polymerase sigma factor for flagellar operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.594'],\n", + " 'features': [],\n", + " 'id': 'ftr00594',\n", + " 'name': 'Flagellar biosynthesis protein fliO',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.595'],\n", + " 'features': [],\n", + " 'id': 'ftr00595',\n", + " 'name': 'Flagellar biosynthesis protein FlhB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2738'],\n", + " 'features': [],\n", + " 'id': 'ftr02738',\n", + " 'name': 'Lipoxygenase, chloroplast precursor (EC 1.13.11.12)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2739'],\n", + " 'features': [],\n", + " 'id': 'ftr02739',\n", + " 'name': 'Allene oxide synthase, chloroplast precursor (EC 4.2.1.92)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:tyraminen-methyltransferase(ec)',\n", + " 'kegg:DIB O-methyltransferase (3,5-diiodo-4-hydroxy-benzoic acid) (EC 2.1.1.27)',\n", + " 'kegg:S-adenosyl-methionine:tyramine N-methyltransferase (EC 2.1.1.27)',\n", + " 'kegg:tyramine methylpherase (EC 2.1.1.27)'],\n", + " 'features': [],\n", + " 'id': 'ftr30278',\n", + " 'name': 'tyramine N-methyltransferase (EC 2.1.1.27)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:hydroxymethylglutaryl-coahydrolase(ec)',\n", + " 'kegg:beta-hydroxy-beta-methylglutaryl coenzyme A hydrolase (EC 3.1.2.5)',\n", + " 'kegg:beta-hydroxy-beta-methylglutaryl coenzyme A deacylase (EC 3.1.2.5)',\n", + " 'kegg:hydroxymethylglutaryl coenzyme A hydrolase (EC 3.1.2.5)',\n", + " 'kegg:hydroxymethylglutaryl coenzyme A deacylase (EC 3.1.2.5)',\n", + " 'kegg:3-hydroxy-3-methylglutaryl-CoA hydrolase (EC 3.1.2.5)'],\n", + " 'features': [],\n", + " 'id': 'ftr30279',\n", + " 'name': 'hydroxymethylglutaryl-CoA hydrolase (EC 3.1.2.5)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.2730'],\n", + " 'features': [],\n", + " 'id': 'ftr02730',\n", + " 'name': 'Putative two-component response regulator and GGDEF family protein YeaJ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2731'],\n", + " 'features': [],\n", + " 'id': 'ftr02731',\n", + " 'name': 'Putative sensory histidine kinase YfhA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2732'],\n", + " 'features': [],\n", + " 'id': 'ftr02732',\n", + " 'name': 'Putative sensor-like histidine kinase YfhK',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2733'],\n", + " 'features': [],\n", + " 'id': 'ftr02733',\n", + " 'name': 'Putative two component system histidine kinase YedV',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2734'],\n", + " 'features': [],\n", + " 'id': 'ftr02734',\n", + " 'name': 'Putative two-component system response regulator YedW',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2735'],\n", + " 'features': [],\n", + " 'id': 'ftr02735',\n", + " 'name': 'Two-component oxygen-sensor histidine kinase FixL',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2736'],\n", + " 'features': [],\n", + " 'id': 'ftr02736',\n", + " 'name': 'Two-component nitrogen fixation transcriptional regulator FixJ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2737'],\n", + " 'features': [],\n", + " 'id': 'ftr02737',\n", + " 'name': 'Defective in anther DEHISCENCE1',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:na+/k+-exchangingatpase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr31477',\n", + " 'name': 'Na+/K+-exchanging ATPase (EC 3.6.3.9)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:hydroxymethylbilanesynthase(ec)',\n", + " 'kegg:HMB-synthase (EC 2.5.1.61)',\n", + " 'kegg:porphobilinogen deaminase (EC 2.5.1.61)',\n", + " 'kegg:pre-uroporphyrinogen synthase (EC 2.5.1.61)',\n", + " 'kegg:uroporphyrinogen I synthase (EC 2.5.1.61)',\n", + " 'kegg:uroporphyrinogen I synthetase (EC 2.5.1.61)',\n", + " 'kegg:uroporphyrinogen synthase (EC 2.5.1.61)',\n", + " 'kegg:uroporphyrinogen synthetase (EC 2.5.1.61)',\n", + " 'kegg:porphobilinogen ammonia-lyase (polymerizing) (EC 2.5.1.61)',\n", + " 'kegg:(4-[2-carboxyethyl]-3-[carboxymethyl]pyrrol-2-yl)methyltransferase (hydrolysing) (EC 2.5.1.61)'],\n", + " 'features': [],\n", + " 'id': 'ftr30990',\n", + " 'name': 'hydroxymethylbilane synthase (EC 2.5.1.61)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.9347'],\n", + " 'features': [],\n", + " 'id': 'ftr09347',\n", + " 'name': 'Colanic acid biosynthesis glycosyl transferase WcaA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6439'],\n", + " 'features': [],\n", + " 'id': 'ftr06439',\n", + " 'name': 'Deoxyribonuclease TatD',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6438'],\n", + " 'features': [],\n", + " 'id': 'ftr06438',\n", + " 'name': 'Putative deoxyribonuclease YjjV',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1429'],\n", + " 'features': [],\n", + " 'id': 'ftr01429',\n", + " 'name': 'HoxN/HupN/NixA family nickel/cobalt transporter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1428'],\n", + " 'features': [],\n", + " 'id': 'ftr01428',\n", + " 'name': 'High-affnity carbon uptake protein Hat/HatR',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16359'],\n", + " 'features': [],\n", + " 'id': 'ftr16359',\n", + " 'name': 'dcuB promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1425'],\n", + " 'features': [],\n", + " 'id': 'ftr01425',\n", + " 'name': 'GTP cyclohydrolase I (EC 3.5.4.16) type 2',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1424'],\n", + " 'features': [],\n", + " 'id': 'ftr01424',\n", + " 'name': 'putative periplasmic protein kinase ArgK and related GTPases of G3E family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1427'],\n", + " 'features': [],\n", + " 'id': 'ftr01427',\n", + " 'name': 'Carbon starvation protein A',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1426'],\n", + " 'features': [],\n", + " 'id': 'ftr01426',\n", + " 'name': 'COG2879, Hypothetical small protein yjiX',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1421'],\n", + " 'features': [],\n", + " 'id': 'ftr01421',\n", + " 'name': '3-oxoacyl-[acyl-carrier-protein] synthase, KASII (EC 2.3.1.41)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6340'],\n", + " 'features': [],\n", + " 'id': 'ftr06340',\n", + " 'name': \"CblY, a non-orthologous displasment for Alpha-ribazole-5'-phosphate phosphatase\",\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1423'],\n", + " 'features': [],\n", + " 'id': 'ftr01423',\n", + " 'name': 'COG0523: Putative GTPases (G3E family)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6342'],\n", + " 'features': [],\n", + " 'id': 'ftr06342',\n", + " 'name': \"CblZ, a non-orthologous displasment for Alpha-ribazole-5'-phosphate phosphatase\",\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.778'],\n", + " 'features': [],\n", + " 'id': 'ftr00778',\n", + " 'name': 'TrkA family protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.779'],\n", + " 'features': [],\n", + " 'id': 'ftr00779',\n", + " 'name': 'Putative cytoplasmic protein ,probably associated with Glutathione-regulated potassium-efflux',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.776'],\n", + " 'features': [],\n", + " 'id': 'ftr00776',\n", + " 'name': 'FKBP-type peptidyl-prolyl cis-trans isomerase SlyD (EC 5.2.1.8)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.777'],\n", + " 'features': [],\n", + " 'id': 'ftr00777',\n", + " 'name': 'FKBP-type peptidyl-prolyl cis-trans isomerase FkpA precursor (EC 5.2.1.8)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.774'],\n", + " 'features': [],\n", + " 'id': 'ftr00774',\n", + " 'name': 'Glutathione-regulated potassium-efflux system ancillary protein KefF',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.775'],\n", + " 'features': [],\n", + " 'id': 'ftr00775',\n", + " 'name': 'Glutathione-regulated potassium-efflux system ATP-binding protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.772'],\n", + " 'features': [],\n", + " 'id': 'ftr00772',\n", + " 'name': 'Glutathione-regulated potassium-efflux system ancillary protein KefG',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.773'],\n", + " 'features': [],\n", + " 'id': 'ftr00773',\n", + " 'name': 'Glutathione-regulated potassium-efflux system protein KefC',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.770'],\n", + " 'features': [],\n", + " 'id': 'ftr00770',\n", + " 'name': 'ATP-dependent nuclease, subunit B',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.771'],\n", + " 'features': [],\n", + " 'id': 'ftr00771',\n", + " 'name': 'Glutathione-regulated potassium-efflux system protein kefB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9267'],\n", + " 'features': [],\n", + " 'id': 'ftr09267',\n", + " 'name': 'probable RuBisCo-expression protein CbbX',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16358'],\n", + " 'features': [],\n", + " 'id': 'ftr16358',\n", + " 'name': 'dcuA promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11909'],\n", + " 'features': [],\n", + " 'id': 'ftr11909',\n", + " 'name': 'beta-lactamase-like',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11908'],\n", + " 'features': [],\n", + " 'id': 'ftr11908',\n", + " 'name': 'Peptidase C14, caspase catalytic subunit p20',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11907'],\n", + " 'features': [],\n", + " 'id': 'ftr11907',\n", + " 'name': 'FIG026765: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11906'],\n", + " 'features': [],\n", + " 'id': 'ftr11906',\n", + " 'name': 'FIG124007: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11905'],\n", + " 'features': [],\n", + " 'id': 'ftr11905',\n", + " 'name': 'FIG007785: exported protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11904'],\n", + " 'features': [],\n", + " 'id': 'ftr11904',\n", + " 'name': 'FIG109201: Hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11903'],\n", + " 'features': [],\n", + " 'id': 'ftr11903',\n", + " 'name': 'FIG011871: Hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11902'],\n", + " 'features': [],\n", + " 'id': 'ftr11902',\n", + " 'name': 'Toprim domain protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11900'],\n", + " 'features': [],\n", + " 'id': 'ftr11900',\n", + " 'name': 'sensor histidine kinase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9263'],\n", + " 'features': [],\n", + " 'id': 'ftr09263',\n", + " 'name': 'Possible RuBisCo chaperonin RbcX',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9341'],\n", + " 'features': [],\n", + " 'id': 'ftr09341',\n", + " 'name': 'Iron-regulated protein A precursor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:laminaribiosephosphorylase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr30369',\n", + " 'name': 'laminaribiose phosphorylase (EC 2.4.1.31)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.9262'],\n", + " 'features': [],\n", + " 'id': 'ftr09262',\n", + " 'name': 'Carbon dioxide concentrating mechanism protein CcmO',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:malonate-semialdehydedehydrogenase(acetylating)(ec)',\n", + " 'kegg:malonic semialdehyde oxidative decarboxylase (EC 1.2.1.18)'],\n", + " 'features': [],\n", + " 'id': 'ftr31517',\n", + " 'name': 'malonate-semialdehyde dehydrogenase (acetylating) (EC 1.2.1.18)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.9261'],\n", + " 'features': [],\n", + " 'id': 'ftr09261',\n", + " 'name': 'Possible carbon dioxide concentrating mechanism protein CcmK',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16075'],\n", + " 'features': [],\n", + " 'id': 'ftr16075',\n", + " 'name': 'FIG00638402: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9260'],\n", + " 'features': [],\n", + " 'id': 'ftr09260',\n", + " 'name': 'Sensory subunit of low CO2-induced protein complex, putative',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:diacetylreductase[(s)-acetoinforming](ec)',\n", + " 'kegg:(S)-acetoin dehydrogenase (EC 1.1.1.304)'],\n", + " 'features': [],\n", + " 'id': 'ftr30898',\n", + " 'name': 'diacetyl reductase [(S)-acetoin forming] (EC 1.1.1.304)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:phosphonoacetaldehydereductase(nadh)(ec)',\n", + " 'kegg:PhpC (EC 1.1.1.309)'],\n", + " 'features': [],\n", + " 'id': 'ftr30899',\n", + " 'name': 'phosphonoacetaldehyde reductase (NADH) (EC 1.1.1.309)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:ca2+-transportingatpase(ec)',\n", + " 'kegg:sarcoplasmic reticulum ATPase (EC 3.6.3.8)',\n", + " 'kegg:sarco(endo)plasmic reticulum Ca2+-ATPase (EC 3.6.3.8)',\n", + " 'kegg:calcium pump (EC 3.6.3.8)',\n", + " 'kegg:Ca2+-pumping ATPase (EC 3.6.3.8)',\n", + " 'kegg:plasma membrane Ca-ATPase (EC 3.6.3.8)'],\n", + " 'features': [],\n", + " 'id': 'ftr31478',\n", + " 'name': 'Ca2+-transporting ATPase (EC 3.6.3.8)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:(s)-1-phenylethanoldehydrogenase(ec)',\n", + " 'kegg:PED (EC 1.1.1.311)'],\n", + " 'features': [],\n", + " 'id': 'ftr30890',\n", + " 'name': '(S)-1-phenylethanol dehydrogenase (EC 1.1.1.311)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:3-chloro-d-alaninedehydrochlorinase(ec)',\n", + " 'kegg:beta-chloro-D-alanine dehydrochlorinase (EC 4.5.1.2)',\n", + " 'kegg:3-chloro-D-alanine chloride-lyase (deaminating) (EC 4.5.1.2)'],\n", + " 'features': [],\n", + " 'id': 'ftr30891',\n", + " 'name': '3-chloro-D-alanine dehydrochlorinase (EC 4.5.1.2)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:ddt-dehydrochlorinase(ec)',\n", + " 'kegg:DDT-ase (EC 4.5.1.1)',\n", + " 'kegg:1,1,1-trichloro-2,2-bis(4-chlorophenyl)ethane chloride-lyase (EC 4.5.1.1)',\n", + " 'kegg:DDTase (EC 4.5.1.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr30892',\n", + " 'name': 'DDT-dehydrochlorinase (EC 4.5.1.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:(s)-2-hydroxy-fatty-aciddehydrogenase(ec)',\n", + " 'kegg:dehydrogenase, L-2-hydroxy fatty acid (EC 1.1.1.99)',\n", + " 'kegg:L-2-hydroxy fatty acid dehydrogenase (EC 1.1.1.99)',\n", + " 'kegg:2-hydroxy fatty acid oxidase (EC 1.1.1.99)'],\n", + " 'features': [],\n", + " 'id': 'ftr30893',\n", + " 'name': '(S)-2-hydroxy-fatty-acid dehydrogenase (EC 1.1.1.99)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:dichloromethanedehalogenase(ec)',\n", + " 'kegg:dichloromethane chloride-lyase (chloride-hydrolysing) (EC 4.5.1.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr30894',\n", + " 'name': 'dichloromethane dehalogenase (EC 4.5.1.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:udp-glucuronicaciddehydrogenase(udp-4-keto-hexauronicaciddecarboxylating)(ec)',\n", + " 'kegg:UDP-GlcUA decarboxylase (EC 1.1.1.305)',\n", + " 'kegg:ArnADH (EC 1.1.1.305)'],\n", + " 'features': [],\n", + " 'id': 'ftr30895',\n", + " 'name': 'UDP-glucuronic acid dehydrogenase (UDP-4-keto-hexauronic acid decarboxylating) (EC 1.1.1.305)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:s-carboxymethylcysteinesynthase(ec)',\n", + " 'kegg:S-carboxymethyl-L-cysteine synthase (EC 4.5.1.5)'],\n", + " 'features': [],\n", + " 'id': 'ftr30896',\n", + " 'name': 'S-carboxymethylcysteine synthase (EC 4.5.1.5)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:diacetylreductase[(r)-acetoinforming](ec)',\n", + " 'kegg:(R)-acetoin dehydrogenase (EC 1.1.1.303)'],\n", + " 'features': [],\n", + " 'id': 'ftr30897',\n", + " 'name': 'diacetyl reductase [(R)-acetoin forming] (EC 1.1.1.303)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14600'],\n", + " 'features': [],\n", + " 'id': 'ftr14600',\n", + " 'name': 'Uracil-DNA glycosylase, family 5',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:n-succinylargininedihydrolase(ec)',\n", + " 'kegg:N2-succinylarginine dihydrolase (EC 3.5.3.23)',\n", + " 'kegg:arginine succinylhydrolase (EC 3.5.3.23)',\n", + " 'kegg:SADH (EC 3.5.3.23)',\n", + " 'kegg:AruB (EC 3.5.3.23)',\n", + " 'kegg:AstB (EC 3.5.3.23)',\n", + " 'kegg:2-N-succinyl-L-arginine iminohydrolase (decarboxylating) (EC 3.5.3.23)'],\n", + " 'features': [],\n", + " 'id': 'ftr34196',\n", + " 'name': 'N-succinylarginine dihydrolase (EC 3.5.3.23)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.16085'],\n", + " 'features': [],\n", + " 'id': 'ftr16085',\n", + " 'name': 'FIG00638928: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15004'],\n", + " 'features': [],\n", + " 'id': 'ftr15004',\n", + " 'name': 'CRP protected region 3 at ca-fix divergon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:lipopolysaccharide3-alpha-galactosyltransferase(ec)',\n", + " 'kegg:UDP-galactose:lipopolysaccharide alpha,3-galactosyltransferase (EC 2.4.1.44)',\n", + " 'kegg:UDP-galactose:polysaccharide galactosyltransferase (EC 2.4.1.44)',\n", + " 'kegg:uridine diphosphate galactose:lipopolysaccharide alpha-3-galactosyltransferase (EC 2.4.1.44)',\n", + " 'kegg:uridine diphosphogalactose-lipopolysaccharide alpha,3-galactosyltransferase (EC 2.4.1.44)'],\n", + " 'features': [],\n", + " 'id': 'ftr33124',\n", + " 'name': 'lipopolysaccharide 3-alpha-galactosyltransferase (EC 2.4.1.44)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14689'],\n", + " 'features': [],\n", + " 'id': 'ftr14689',\n", + " 'name': 'putative CRP site 1 at dad operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14688'],\n", + " 'features': [],\n", + " 'id': 'ftr14688',\n", + " 'name': 'CRP site at nmpC gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:protein-glucosylgalactosylhydroxylysineglucosidase(ec)',\n", + " 'kegg:2-O-alpha-D-glucopyranosyl-5-O-alpha-D-galactopyranosylhydroxy-L-lysine glucohydrolase (EC 3.2.1.107)',\n", + " 'kegg:protein-alpha-D-glucosyl-1,2-beta-D-galactosyl-L-hydroxylysine glucohydrolase (EC 3.2.1.107)'],\n", + " 'features': [],\n", + " 'id': 'ftr33121',\n", + " 'name': 'protein-glucosylgalactosylhydroxylysine glucosidase (EC 3.2.1.107)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:ceramideglucosyltransferase(ec)',\n", + " 'kegg:UDP-glucose:ceramide glucosyltransferase (EC 2.4.1.80)',\n", + " 'kegg:ceramide:UDP-Glc glucosyltransferase (EC 2.4.1.80)',\n", + " 'kegg:uridine diphosphoglucose-ceramide glucosyltransferase (EC 2.4.1.80)',\n", + " 'kegg:ceramide:UDP-glucose glucosyltransferase (EC 2.4.1.80)',\n", + " 'kegg:glucosylceramide synthase (EC 2.4.1.80)'],\n", + " 'features': [],\n", + " 'id': 'ftr33120',\n", + " 'name': 'ceramide glucosyltransferase (EC 2.4.1.80)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': [\"searchname:luteolin-7-o-glucuronide2''-o-glucuronosyltransferase(ec)\",\n", + " 'kegg:uridine diphosphoglucuronate-luteolin 7-O-glucuronide glucuronosyltransferase (EC 2.4.1.190)',\n", + " 'kegg:LMT (EC 2.4.1.190)',\n", + " 'kegg:UDP-glucuronate:luteolin 7-O-glucuronide-glucuronosyltransferase (EC 2.4.1.190)'],\n", + " 'features': [],\n", + " 'id': 'ftr33123',\n", + " 'name': \"luteolin-7-O-glucuronide 2''-O-glucuronosyltransferase (EC 2.4.1.190)\",\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:angiotensin-convertingenzyme2(ec)',\n", + " 'kegg:ACE-2 (EC 3.4.17.23)',\n", + " 'kegg:ACE2 (EC 3.4.17.23)',\n", + " 'kegg:hACE2 (EC 3.4.17.23)',\n", + " 'kegg:angiotensin converting enzyme 2 (EC 3.4.17.23)',\n", + " 'kegg:angiotensin converting enzyme-2 (EC 3.4.17.23)',\n", + " 'kegg:Tmem27 (EC 3.4.17.23)'],\n", + " 'features': [],\n", + " 'id': 'ftr31795',\n", + " 'name': 'angiotensin-converting enzyme 2 (EC 3.4.17.23)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14683'],\n", + " 'features': [],\n", + " 'id': 'ftr14683',\n", + " 'name': 'CRP site 5 at mtl operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14682'],\n", + " 'features': [],\n", + " 'id': 'ftr14682',\n", + " 'name': 'putative Fur binding site at fptA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14681'],\n", + " 'features': [],\n", + " 'id': 'ftr14681',\n", + " 'name': 'CRP site 4 at mtl operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14680'],\n", + " 'features': [],\n", + " 'id': 'ftr14680',\n", + " 'name': 'CRP site 3 at mtl operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14687'],\n", + " 'features': [],\n", + " 'id': 'ftr14687',\n", + " 'name': 'cis-acting region at nmpC gene (pHo repression)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14686'],\n", + " 'features': [],\n", + " 'id': 'ftr14686',\n", + " 'name': 'CRP site II at crp gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14685'],\n", + " 'features': [],\n", + " 'id': 'ftr14685',\n", + " 'name': 'CRP (CAP) site at uhpT gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14684'],\n", + " 'features': [],\n", + " 'id': 'ftr14684',\n", + " 'name': 'CRP (CAP) retarded region at uhpT gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:(r)-limonene6-monooxygenase(ec)',\n", + " 'kegg:(+)-limonene-6-hydroxylase (EC 1.14.13.80)',\n", + " 'kegg:(+)-limonene 6-monooxygenase (EC 1.14.13.80)'],\n", + " 'features': [],\n", + " 'id': 'ftr32535',\n", + " 'name': '(R)-limonene 6-monooxygenase (EC 1.14.13.80)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:decylhomocitratesynthase(ec)',\n", + " 'kegg:2-decylhomocitrate synthase (EC 2.3.3.4)',\n", + " 'kegg:3-hydroxytetradecane-1,3,4-tricarboxylate 2-oxoglutarate-lyase (CoA-acylating) (EC 2.3.3.4)'],\n", + " 'features': [],\n", + " 'id': 'ftr32534',\n", + " 'name': 'decylhomocitrate synthase (EC 2.3.3.4)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:carboxypeptidasem(ec)', 'kegg:CPM (EC 3.4.17.12)'],\n", + " 'features': [],\n", + " 'id': 'ftr32537',\n", + " 'name': 'carboxypeptidase M (EC 3.4.17.12)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:sphingomyelinsynthase(ec)',\n", + " 'kegg:SM synthase (EC 2.7.8.27)',\n", + " 'kegg:SMS1 (EC 2.7.8.27)',\n", + " 'kegg:SMS2 (EC 2.7.8.27)'],\n", + " 'features': [],\n", + " 'id': 'ftr32536',\n", + " 'name': 'sphingomyelin synthase (EC 2.7.8.27)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:sulfoacetaldehydedehydrogenase(ec)',\n", + " 'kegg:SafD (EC 1.2.1.73)'],\n", + " 'features': [],\n", + " 'id': 'ftr32531',\n", + " 'name': 'sulfoacetaldehyde dehydrogenase (EC 1.2.1.73)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:dtdp-3-amino-3,6-dideoxy-alpha-d-galactopyranosen,n-dimethyltransferase(ec)',\n", + " 'kegg:RavNMT (EC 2.1.1.236)'],\n", + " 'features': [],\n", + " 'id': 'ftr32533',\n", + " 'name': 'dTDP-3-amino-3,6-dideoxy-alpha-D-galactopyranose N,N-dimethyltransferase (EC 2.1.1.236)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:calpain-3(ec)',\n", + " 'kegg:p94 (EC 3.4.22.54)',\n", + " 'kegg:calpain p94 (EC 3.4.22.54)',\n", + " 'kegg:CAPN3 (EC 3.4.22.54)',\n", + " 'kegg:muscle calpain (EC 3.4.22.54)',\n", + " 'kegg:calpain 3 (EC 3.4.22.54)',\n", + " 'kegg:calcium-activated neutral proteinase 3 (EC 3.4.22.54)',\n", + " 'kegg:muscle-specific calcium-activated neutral protease 3 (EC 3.4.22.54)',\n", + " 'kegg:CANP 3 (EC 3.4.22.54)',\n", + " 'kegg:calpain L3 (EC 3.4.22.54)'],\n", + " 'features': [],\n", + " 'id': 'ftr31573',\n", + " 'name': 'calpain-3 (EC 3.4.22.54)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['psfr.669'],\n", + " 'features': ['AT2G39930', 'AT4G09020'],\n", + " 'id': 'ftr50669',\n", + " 'name': 'Starch debranching enzyme, isoamylase (EC 3.2.1.68)',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['searchname:cortisolo-acetyltransferase(ec)',\n", + " 'kegg:cortisol acetyltransferase (EC 2.3.1.27)',\n", + " 'kegg:corticosteroid acetyltransferase (EC 2.3.1.27)',\n", + " 'kegg:corticosteroid-21-O-acetyltransferase (EC 2.3.1.27)'],\n", + " 'features': [],\n", + " 'id': 'ftr32539',\n", + " 'name': 'cortisol O-acetyltransferase (EC 2.3.1.27)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:arylmalonatedecarboxylase(ec)',\n", + " 'kegg:AMDASE (EC 4.1.1.76)',\n", + " 'kegg:2-aryl-2-methylmalonate carboxy-lyase (EC 4.1.1.76)',\n", + " 'kegg:2-aryl-2-methylmalonate carboxy-lyase (2-arylpropionate-forming) (EC 4.1.1.76)'],\n", + " 'features': [],\n", + " 'id': 'ftr32538',\n", + " 'name': 'arylmalonate decarboxylase (EC 4.1.1.76)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:putrescineoxidase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr31719',\n", + " 'name': 'putrescine oxidase (EC 1.4.3.10)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.7904'],\n", + " 'features': [],\n", + " 'id': 'ftr07904',\n", + " 'name': 'Propionyl-CoA carboxylase beta chain (EC 6.4.1.3)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12903'],\n", + " 'features': [],\n", + " 'id': 'ftr12903',\n", + " 'name': 'Alpha-N-arabinofuranosidase II (EC 3.2.1.55)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7906'],\n", + " 'features': [],\n", + " 'id': 'ftr07906',\n", + " 'name': 'decarboxylase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7907'],\n", + " 'features': [],\n", + " 'id': 'ftr07907',\n", + " 'name': 'isobutyryl-CoA dehydrogenase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7900'],\n", + " 'features': [],\n", + " 'id': 'ftr07900',\n", + " 'name': 'Isocitrate lyase (EC 4.1.3.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12907'],\n", + " 'features': [],\n", + " 'id': 'ftr12907',\n", + " 'name': 'Ascorbate-specific PTS system, EIIB component (EC 2.7.1.69)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7902'],\n", + " 'features': [],\n", + " 'id': 'ftr07902',\n", + " 'name': 'Methylmalonyl-CoA mutase (EC 5.4.99.2)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7903'],\n", + " 'features': [],\n", + " 'id': 'ftr07903',\n", + " 'name': 'crotonyl-CoA reductase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['psfr.420'],\n", + " 'features': ['AT2G47690', 'AT3G62790'],\n", + " 'id': 'ftr50420',\n", + " 'name': 'NADH dehydrogenase [ubiquinone] iron-sulfur protein 5',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['msfr.12908'],\n", + " 'features': [],\n", + " 'id': 'ftr12908',\n", + " 'name': 'Ascorbate-specific PTS system, EIIC component',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12909'],\n", + " 'features': [],\n", + " 'id': 'ftr12909',\n", + " 'name': 'L-ribulose-5-phosphate 4-epimerase UlaF (EC 5.1.3.4) (L-ascorbate utilization protein F)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15034'],\n", + " 'features': [],\n", + " 'id': 'ftr15034',\n", + " 'name': 'gadA control region',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:alkylglyceronekinase(ec)',\n", + " 'kegg:alkyldihydroxyacetone kinase (phosphorylating) (EC 2.7.1.84)',\n", + " 'kegg:alkyldihydroxyacetone kinase (EC 2.7.1.84)'],\n", + " 'features': [],\n", + " 'id': 'ftr34655',\n", + " 'name': 'alkylglycerone kinase (EC 2.7.1.84)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:alpha-1,6-mannosyl-glycoprotein6-beta-n-acetylglucosaminyltransferase(ec)',\n", + " 'kegg:N-acetylglucosaminyltransferase V (EC 2.4.1.155)',\n", + " 'kegg:alpha-mannoside beta-1,6-N-acetylglucosaminyltransferase (EC 2.4.1.155)',\n", + " 'kegg:uridine diphosphoacetylglucosamine-alpha-mannoside beta1->6-acetylglucosaminyltransferase (EC 2.4.1.155)',\n", + " 'kegg:UDP-N-acetylglucosamine:alpha-mannoside-beta1,6 N-acetylglucosaminyltransferase (EC 2.4.1.155)',\n", + " 'kegg:alpha-1,3(6)-mannosylglycoprotein beta-1,6-N-acetylglucosaminyltransferase (EC 2.4.1.155)',\n", + " 'kegg:GnTV (EC 2.4.1.155)'],\n", + " 'features': [],\n", + " 'id': 'ftr31714',\n", + " 'name': 'alpha-1,6-mannosyl-glycoprotein 6-beta-N-acetylglucosaminyltransferase (EC 2.4.1.155)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.10238'],\n", + " 'features': [],\n", + " 'id': 'ftr10238',\n", + " 'name': 'Antigen 85-A precursor (85A) (Antigen 85 complex A) (Ag85A) (Mycolyl transferase 85A) (EC 2.3.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10236'],\n", + " 'features': [],\n", + " 'id': 'ftr10236',\n", + " 'name': 'Transposase for insertion sequence element IS1557',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10237'],\n", + " 'features': [],\n", + " 'id': 'ftr10237',\n", + " 'name': 'Probable polyketide synthase, similar to many. e.g. gp|M63676|SERERYAA_1 S.erythraea first ORF of eryA gene, involved in complex polyketide formation in erythromycin biosynthesis.',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10234'],\n", + " 'features': [],\n", + " 'id': 'ftr10234',\n", + " 'name': 'L,D-transpeptidase YcbB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10235'],\n", + " 'features': [],\n", + " 'id': 'ftr10235',\n", + " 'name': 'L,D-transpeptidase YnhG',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10232'],\n", + " 'features': [],\n", + " 'id': 'ftr10232',\n", + " 'name': 'L,D-transpeptidase ErfK',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10233'],\n", + " 'features': [],\n", + " 'id': 'ftr10233',\n", + " 'name': 'L,D-transpeptidase YbiS',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10230'],\n", + " 'features': [],\n", + " 'id': 'ftr10230',\n", + " 'name': 'Penicillin-binding protein AmpH',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10231'],\n", + " 'features': [],\n", + " 'id': 'ftr10231',\n", + " 'name': 'L,D-transpeptidase YcfS',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5858'],\n", + " 'features': [],\n", + " 'id': 'ftr05858',\n", + " 'name': 'Formylmethanofuran dehydrogenase (tungsten) operon gene H',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5859'],\n", + " 'features': [],\n", + " 'id': 'ftr05859',\n", + " 'name': 'Formylmethanofuran--tetrahydromethanopterin N-formyltransferase (EC 2.3.1.101)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11013'],\n", + " 'features': [],\n", + " 'id': 'ftr11013',\n", + " 'name': 'ATP-sensitive inward rectifier potassium channel 8',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11012'],\n", + " 'features': [],\n", + " 'id': 'ftr11012',\n", + " 'name': 'Vesicle transport protein GOT1B',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11015'],\n", + " 'features': [],\n", + " 'id': 'ftr11015',\n", + " 'name': 'Type IV secretion/competence protein (VirB10)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11014'],\n", + " 'features': [],\n", + " 'id': 'ftr11014',\n", + " 'name': 'Type IV secretion/competence protein (VirB9)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11017'],\n", + " 'features': [],\n", + " 'id': 'ftr11017',\n", + " 'name': 'Hypothetical protein pVir0007',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11016'],\n", + " 'features': [],\n", + " 'id': 'ftr11016',\n", + " 'name': 'Hypothetical protein pVir0004',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5850'],\n", + " 'features': [],\n", + " 'id': 'ftr05850',\n", + " 'name': 'Formylmethanofuran dehydrogenase subunit D (EC 1.2.99.5)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5851'],\n", + " 'features': [],\n", + " 'id': 'ftr05851',\n", + " 'name': 'Formylmethanofuran dehydrogenase (molybdenum) subunit D (EC 1.2.99.5)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5852'],\n", + " 'features': [],\n", + " 'id': 'ftr05852',\n", + " 'name': 'Formylmethanofuran dehydrogenase (tungsten) subunit D (EC 1.2.99.5)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5853'],\n", + " 'features': [],\n", + " 'id': 'ftr05853',\n", + " 'name': 'Formylmethanofuran dehydrogenase (molybdenum) operon gene E',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5854'],\n", + " 'features': [],\n", + " 'id': 'ftr05854',\n", + " 'name': 'Formylmethanofuran dehydrogenase (molybdenum) operon gene F (polyferredoxin)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5855'],\n", + " 'features': [],\n", + " 'id': 'ftr05855',\n", + " 'name': 'Formylmethanofuran dehydrogenase (tungsten) operon gene F (polyferredoxin)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5856'],\n", + " 'features': [],\n", + " 'id': 'ftr05856',\n", + " 'name': 'Formylmethanofuran dehydrogenase (molybdenum) operon gene G',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5857'],\n", + " 'features': [],\n", + " 'id': 'ftr05857',\n", + " 'name': 'Formylmethanofuran dehydrogenase (tungsten) operon gene G',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12599'],\n", + " 'features': [],\n", + " 'id': 'ftr12599',\n", + " 'name': 'transcription antiterminator, bglG family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:l-methionine(s)-s-oxidereductase(ec)',\n", + " 'kegg:fSMsr (EC 1.8.4.13)',\n", + " 'kegg:methyl sulfoxide reductase I and II (EC 1.8.4.13)',\n", + " 'kegg:acetylmethionine sulfoxide reductase (EC 1.8.4.13)',\n", + " 'kegg:methionine sulfoxide reductase (EC 1.8.4.13)',\n", + " 'kegg:L-methionine:oxidized-thioredoxin S-oxidoreductase (EC 1.8.4.13)',\n", + " 'kegg:methionine-S-oxide reductase (EC 1.8.4.13)',\n", + " 'kegg:free-methionine (S)-S-oxide reductase (EC 1.8.4.13)'],\n", + " 'features': [],\n", + " 'id': 'ftr34726',\n", + " 'name': 'L-methionine (S)-S-oxide reductase (EC 1.8.4.13)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:glutamate-5-semialdehydedehydrogenase(ec)',\n", + " 'kegg:beta-glutamylphosphate reductase (EC 1.2.1.41)',\n", + " 'kegg:gamma-glutamyl phosphate reductase (EC 1.2.1.41)',\n", + " 'kegg:beta-glutamylphosphate reductase (EC 1.2.1.41)',\n", + " 'kegg:glutamate semialdehyde dehydrogenase (EC 1.2.1.41)',\n", + " 'kegg:glutamate-gamma-semialdehyde dehydrogenase (EC 1.2.1.41)'],\n", + " 'features': [],\n", + " 'id': 'ftr34520',\n", + " 'name': 'glutamate-5-semialdehyde dehydrogenase (EC 1.2.1.41)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15486'],\n", + " 'features': [],\n", + " 'id': 'ftr15486',\n", + " 'name': '7-alpha-hydroxysteroid dehydrogenase (EC 1.1.1.159)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15487'],\n", + " 'features': [],\n", + " 'id': 'ftr15487',\n", + " 'name': 'Cystathionine beta-lyase (EC 4.4.1.8) (CBL) (Beta-cystathionase) (Cysteine lyase)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15484'],\n", + " 'features': [],\n", + " 'id': 'ftr15484',\n", + " 'name': 'Protein ydgH precursor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15485'],\n", + " 'features': [],\n", + " 'id': 'ftr15485',\n", + " 'name': 'Putative GTP-binding protein YdgA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4109'],\n", + " 'features': [],\n", + " 'id': 'ftr04109',\n", + " 'name': '3-phenylpropionate dioxygenase alpha subunit (EC 1.14.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4108'],\n", + " 'features': [],\n", + " 'id': 'ftr04108',\n", + " 'name': '3-phenylpropionate dioxygenase beta subunit (EC 1.14.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4459'],\n", + " 'features': [],\n", + " 'id': 'ftr04459',\n", + " 'name': 'Histidine ABC transporter, permease protein HisM (TC 3.A.1.3.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4458'],\n", + " 'features': [],\n", + " 'id': 'ftr04458',\n", + " 'name': 'Histidine ABC transporter, permease protein HisQ (TC 3.A.1.3.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4457'],\n", + " 'features': [],\n", + " 'id': 'ftr04457',\n", + " 'name': 'Histidine ABC transporter, histidine-binding periplasmic protein precursor HisJ (TC 3.A.1.3.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4104'],\n", + " 'features': [],\n", + " 'id': 'ftr04104',\n", + " 'name': '3-phenylpropionic acid transporter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4455'],\n", + " 'features': [],\n", + " 'id': 'ftr04455',\n", + " 'name': 'Arginine ABC transporter, ATP-binding protein ArtP',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4454'],\n", + " 'features': [],\n", + " 'id': 'ftr04454',\n", + " 'name': 'Arginine ABC transporter, periplasmic arginine-binding protein ArtI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4453'],\n", + " 'features': [],\n", + " 'id': 'ftr04453',\n", + " 'name': 'Arginine ABC transporter, permease protein ArtM',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4452'],\n", + " 'features': [],\n", + " 'id': 'ftr04452',\n", + " 'name': 'Arginine ABC transporter, permease protein ArtQ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4451'],\n", + " 'features': [],\n", + " 'id': 'ftr04451',\n", + " 'name': 'Ornithine cyclodeaminase (EC 4.3.1.12)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4102'],\n", + " 'features': [],\n", + " 'id': 'ftr04102',\n", + " 'name': 'Nitrogen regulatory protein P-II',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16418'],\n", + " 'features': [],\n", + " 'id': 'ftr16418',\n", + " 'name': 'dnaAp2',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8169'],\n", + " 'features': [],\n", + " 'id': 'ftr08169',\n", + " 'name': 'Siderophore staphylobactin ABC transporter, permease protein SirB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16084'],\n", + " 'features': [],\n", + " 'id': 'ftr16084',\n", + " 'name': 'LSU ribosomal protein L31p, zinc-dependent',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:glucan1,4-alpha-maltotetraohydrolase(ec)',\n", + " 'kegg:exo-maltotetraohydrolase (EC 3.2.1.60)',\n", + " 'kegg:1,4-alpha-D-glucan maltotetraohydrolase (EC 3.2.1.60)'],\n", + " 'features': [],\n", + " 'id': 'ftr33657',\n", + " 'name': 'glucan 1,4-alpha-maltotetraohydrolase (EC 3.2.1.60)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:fadreductase[nad(p)h](ec)',\n", + " 'kegg:GTNG_3158 (gene name) (EC 1.5.1.45)'],\n", + " 'features': [],\n", + " 'id': 'ftr33647',\n", + " 'name': 'FAD reductase [NAD(P)H] (EC 1.5.1.45)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.16350'],\n", + " 'features': [],\n", + " 'id': 'ftr16350',\n", + " 'name': 'fucPIK promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13483'],\n", + " 'features': [],\n", + " 'id': 'ftr13483',\n", + " 'name': 'Phage replication initiation protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2855'],\n", + " 'features': [],\n", + " 'id': 'ftr02855',\n", + " 'name': 'Capsular polysaccharide repeating-unit polymerase CpsH',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2854'],\n", + " 'features': [],\n", + " 'id': 'ftr02854',\n", + " 'name': 'Polysaccharide biosynthesis protein CpsH(V)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2857'],\n", + " 'features': [],\n", + " 'id': 'ftr02857',\n", + " 'name': 'Capsular polysaccharide biosynthesis protein CpsK(V)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2856'],\n", + " 'features': [],\n", + " 'id': 'ftr02856',\n", + " 'name': 'Capsular polysaccharide repeat unit transporter CpsL',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2851'],\n", + " 'features': [],\n", + " 'id': 'ftr02851',\n", + " 'name': 'Galactosyl transferase CpsE (EC 2.7.8.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2850'],\n", + " 'features': [],\n", + " 'id': 'ftr02850',\n", + " 'name': 'Tyrosine-protein phosphatase CpsB (EC 3.1.3.48)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2853'],\n", + " 'features': [],\n", + " 'id': 'ftr02853',\n", + " 'name': 'Glycosyl transferase CpsG',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2852'],\n", + " 'features': [],\n", + " 'id': 'ftr02852',\n", + " 'name': 'Polysaccharide biosynthesis protein CpsF',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2859'],\n", + " 'features': [],\n", + " 'id': 'ftr02859',\n", + " 'name': 'Polysaccharide biosynthesis protein CpsM(V)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2858'],\n", + " 'features': [],\n", + " 'id': 'ftr02858',\n", + " 'name': 'Capsular polysaccharide biosynthesis protein Cps4E',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:xanthommatinreductase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr30478',\n", + " 'name': 'xanthommatin reductase (EC 1.3.1.41)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:12-oxophytodienoatereductase(ec)',\n", + " 'kegg:12-oxo-phytodienoic acid reductase (EC 1.3.1.42)'],\n", + " 'features': [],\n", + " 'id': 'ftr30479',\n", + " 'name': '12-oxophytodienoate reductase (EC 1.3.1.42)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.16357'],\n", + " 'features': [],\n", + " 'id': 'ftr16357',\n", + " 'name': 'dadAX promoter P1',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:steroiddelta-isomerase(ec)',\n", + " 'kegg:hydroxysteroid isomerase (EC 5.3.3.1)',\n", + " 'kegg:steroid isomerase (EC 5.3.3.1)',\n", + " 'kegg:Delta5-ketosteroid isomerase (EC 5.3.3.1)',\n", + " 'kegg:Delta5(or Delta4)-3-keto steroid isomerase (EC 5.3.3.1)',\n", + " 'kegg:Delta5-steroid isomerase (EC 5.3.3.1)',\n", + " 'kegg:3-oxosteroid isomerase (EC 5.3.3.1)',\n", + " 'kegg:Delta5-3-keto steroid isomerase (EC 5.3.3.1)',\n", + " 'kegg:Delta5-3-oxosteroid isomerase (EC 5.3.3.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr30654',\n", + " 'name': 'steroid Delta-isomerase (EC 5.3.3.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.13489'],\n", + " 'features': [],\n", + " 'id': 'ftr13489',\n", + " 'name': 'Phage recombination related endonuclease',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10640'],\n", + " 'features': [],\n", + " 'id': 'ftr10640',\n", + " 'name': 'Nitrate/nitrite sensor protein (EC 2.7.3.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13504'],\n", + " 'features': [],\n", + " 'id': 'ftr13504',\n", + " 'name': 'Nudix hydrolase, phage-associated',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13507'],\n", + " 'features': [],\n", + " 'id': 'ftr13507',\n", + " 'name': 'Phage replication initiation',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13501'],\n", + " 'features': [],\n", + " 'id': 'ftr13501',\n", + " 'name': 'Phage RNA polymerase binding protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13500'],\n", + " 'features': [],\n", + " 'id': 'ftr13500',\n", + " 'name': 'Phage DNA topoisomerase large subunit (EC 5.99.1.3)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13503'],\n", + " 'features': [],\n", + " 'id': 'ftr13503',\n", + " 'name': 'Phage alc transcription terminator',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13502'],\n", + " 'features': [],\n", + " 'id': 'ftr13502',\n", + " 'name': 'Phage translational repressor, regA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:glutamatesynthase(ferredoxin)(ec)',\n", + " 'kegg:ferredoxin-dependent glutamate synthase (EC 1.4.7.1)',\n", + " 'kegg:ferredoxin-glutamate synthase (EC 1.4.7.1)',\n", + " 'kegg:glutamate synthase (ferredoxin-dependent) (EC 1.4.7.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr34017',\n", + " 'name': 'glutamate synthase (ferredoxin) (EC 1.4.7.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.8167'],\n", + " 'features': [],\n", + " 'id': 'ftr08167',\n", + " 'name': 'Putative SigmaB asociated two-component system sensor protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:prostaglandin-endoperoxidesynthase(ec)',\n", + " 'kegg:prostaglandin synthase (EC 1.14.99.1)',\n", + " 'kegg:prostaglandin G/H synthase (EC 1.14.99.1)',\n", + " 'kegg:(PG)H synthase (EC 1.14.99.1)',\n", + " 'kegg:PG synthetase (EC 1.14.99.1)',\n", + " 'kegg:prostaglandin synthetase (EC 1.14.99.1)',\n", + " 'kegg:fatty acid cyclooxygenase (EC 1.14.99.1)',\n", + " 'kegg:prostaglandin endoperoxide synthetase (EC 1.14.99.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr31793',\n", + " 'name': 'prostaglandin-endoperoxide synthase (EC 1.14.99.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.13509'],\n", + " 'features': [],\n", + " 'id': 'ftr13509',\n", + " 'name': 'Integrase regulator RinA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7545'],\n", + " 'features': [],\n", + " 'id': 'ftr07545',\n", + " 'name': 'Cytochrome c oxidase (B(O/a)3-type) chain II (EC 1.9.3.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16356'],\n", + " 'features': [],\n", + " 'id': 'ftr16356',\n", + " 'name': 'aspA promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:datp(dgtp)---dnapurinetransferase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr33104',\n", + " 'name': 'dATP(dGTP)---DNA purinetransferase (EC 2.6.99.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:3-phosphoglyceroyl-phosphate---polyphosphatephosphotransferase(ec)',\n", + " 'kegg:diphosphoglycerate-polyphosphate phosphotransferase (EC 2.7.4.17)',\n", + " 'kegg:1,3-diphosphoglycerate-polyphosphate phosphotransferase (EC 2.7.4.17)'],\n", + " 'features': [],\n", + " 'id': 'ftr30788',\n", + " 'name': '3-phosphoglyceroyl-phosphate---polyphosphate phosphotransferase (EC 2.7.4.17)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:1-hydroxy-2-naphthoate1,2-dioxygenase(ec)',\n", + " 'kegg:1-hydroxy-2-naphthoate dioxygenase (EC 1.13.11.38)',\n", + " 'kegg:1-hydroxy-2-naphthoate-degrading enzyme (EC 1.13.11.38)',\n", + " 'kegg:1-hydroxy-2-naphthoic acid dioxygenase (EC 1.13.11.38)'],\n", + " 'features': [],\n", + " 'id': 'ftr30655',\n", + " 'name': '1-hydroxy-2-naphthoate 1,2-dioxygenase (EC 1.13.11.38)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['psfr.30'],\n", + " 'features': [],\n", + " 'id': 'ftr50030',\n", + " 'name': 'Long-chain fatty acid omega-aldehyde dehydrogenase (EC 1.2.1.-)',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['searchname:2,3-dihydroxybenzoate---serineligase(ec)',\n", + " 'kegg:N-(2,3-dihydroxybenzoyl)-serine synthetase (EC 6.3.2.14)',\n", + " 'kegg:2,3-dihydroxybenzoylserine synthetase (EC 6.3.2.14)'],\n", + " 'features': [],\n", + " 'id': 'ftr30784',\n", + " 'name': '2,3-dihydroxybenzoate---serine ligase (EC 6.3.2.14)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:carnosinesynthase(ec)',\n", + " 'kegg:carnosine synthetase (EC 6.3.2.11)',\n", + " 'kegg:carnosine-anserine synthetase (EC 6.3.2.11)',\n", + " 'kegg:homocarnosine-carnosine synthetase (EC 6.3.2.11)',\n", + " 'kegg:carnosine-homocarnosine synthetase (EC 6.3.2.11)',\n", + " 'kegg:L-histidine:beta-alanine ligase (AMP-forming) (incorrect) (EC 6.3.2.11)'],\n", + " 'features': [],\n", + " 'id': 'ftr30785',\n", + " 'name': 'carnosine synthase (EC 6.3.2.11)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:retinalisomerase(ec)',\n", + " 'kegg:retinene isomerase (EC 5.2.1.3)',\n", + " 'kegg:retinoid isomerase (EC 5.2.1.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr30787',\n", + " 'name': 'retinal isomerase (EC 5.2.1.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:trypanothionesynthase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr30781',\n", + " 'name': 'trypanothione synthase (EC 6.3.1.9)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14310'],\n", + " 'features': [],\n", + " 'id': 'ftr14310',\n", + " 'name': 'T4-like phage protein, T4 GC1584',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:udp-n-acetylmuramoyl-l-alanyl-d-glutamate---2,6-diaminopimelateligase(ec)',\n", + " 'kegg:MurE synthetase [ambiguous] (EC 6.3.2.13)',\n", + " 'kegg:UDP-N-acetylmuramoyl-L-alanyl-D-glutamate:meso-2,6-diamino-heptanedioate ligase (ADP-forming) (EC 6.3.2.13)',\n", + " 'kegg:UDP-N-acetylmuramoyl-L-alanyl-D-glutamyl-meso-2,6-diaminopimelate synthetase (EC 6.3.2.13)',\n", + " 'kegg:UDP-N-acetylmuramoylalanyl-D-glutamate---2,6-diaminopimelate ligase (EC 6.3.2.13)'],\n", + " 'features': [],\n", + " 'id': 'ftr30783',\n", + " 'name': 'UDP-N-acetylmuramoyl-L-alanyl-D-glutamate---2,6-diaminopimelate ligase (EC 6.3.2.13)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.12274'],\n", + " 'features': [],\n", + " 'id': 'ftr12274',\n", + " 'name': 'Uncharacterized protein YhaL',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12275'],\n", + " 'features': [],\n", + " 'id': 'ftr12275',\n", + " 'name': 'Inner membrane protein YhaH',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12276'],\n", + " 'features': [],\n", + " 'id': 'ftr12276',\n", + " 'name': 'Inner membrane protein YhaI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10691'],\n", + " 'features': [],\n", + " 'id': 'ftr10691',\n", + " 'name': 'PlcB, ORFX, ORFP, ORFB, ORFA, ldh gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12270'],\n", + " 'features': [],\n", + " 'id': 'ftr12270',\n", + " 'name': 'Inner membrane protein YqjK',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12271'],\n", + " 'features': [],\n", + " 'id': 'ftr12271',\n", + " 'name': 'Inner membrane protein YqjF',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12272'],\n", + " 'features': [],\n", + " 'id': 'ftr12272',\n", + " 'name': 'LysR-family transcriptional regulator YhaJ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12273'],\n", + " 'features': [],\n", + " 'id': 'ftr12273',\n", + " 'name': 'Pirin-like protein YhaK',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:alkylglycerophosphoethanolaminephosphodiesterase(ec)',\n", + " 'kegg:lysophospholipase D (EC 3.1.4.39)'],\n", + " 'features': [],\n", + " 'id': 'ftr33100',\n", + " 'name': 'alkylglycerophosphoethanolamine phosphodiesterase (EC 3.1.4.39)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.12278'],\n", + " 'features': [],\n", + " 'id': 'ftr12278',\n", + " 'name': 'Recombination protein RecU',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:udp-n-acetylglucosamine---lysosomal-enzymen-acetylglucosaminephosphotransferase(ec)',\n", + " 'kegg:N-acetylglucosaminylphosphotransferase (EC 2.7.8.17)',\n", + " 'kegg:UDP-N-acetylglucosamine:lysosomal enzyme N-acetylglucosamine-1-phosphotransferase (EC 2.7.8.17)',\n", + " 'kegg:UDP-GlcNAc:glycoprotein N-acetylglucosamine-1-phosphotransferase (EC 2.7.8.17)',\n", + " 'kegg:uridine diphosphoacetylglucosamine-lysosomal enzyme precursor acetylglucosamine-1-phosphotransferase (EC 2.7.8.17)',\n", + " 'kegg:uridine diphosphoacetylglucosamine-glycoprotein acetylglucosamine-1-phosphotransferase (EC 2.7.8.17)',\n", + " 'kegg:lysosomal enzyme precursor acetylglucosamine-1-phosphotransferase (EC 2.7.8.17)',\n", + " 'kegg:N-acetylglucosaminyl phosphotransferase (EC 2.7.8.17)',\n", + " 'kegg:UDP-acetylglucosamine:lysosomal enzyme N-acetylglucosamine-1-phosphotransferase (EC 2.7.8.17)',\n", + " 'kegg:UDP-GlcNAc:lysosomal enzyme N-acetylglucosamine-1-phosphotransferase (EC 2.7.8.17)',\n", + " 'kegg:UDP-N-acetylglucosamine:glycoprotein N-acetylglucosamine-1-phosphotransferase (EC 2.7.8.17)',\n", + " 'kegg:UDP-N-acetylglucosamine:glycoprotein N-acetylglucosaminyl-1-phosphotransferase (EC 2.7.8.17)'],\n", + " 'features': [],\n", + " 'id': 'ftr30652',\n", + " 'name': 'UDP-N-acetylglucosamine---lysosomal-enzyme N-acetylglucosaminephosphotransferase (EC 2.7.8.17)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:indoleacetylglucose---inositolo-acyltransferase(ec)',\n", + " 'kegg:indole-3-acetyl-beta-1-D-glucoside:myo-inositol indoleacetyltransferase (EC 2.3.1.72)',\n", + " 'kegg:1-O-(indol-3-ylacetyl)-beta-D-glucose:myo-inositol indole-3-ylacetyltransferase (EC 2.3.1.72)'],\n", + " 'features': [],\n", + " 'id': 'ftr33745',\n", + " 'name': 'indoleacetylglucose---inositol O-acyltransferase (EC 2.3.1.72)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.3457'],\n", + " 'features': [],\n", + " 'id': 'ftr03457',\n", + " 'name': 'Mitochondrial processing peptidase-like protein (EC 3.4.24.64)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9217'],\n", + " 'features': [],\n", + " 'id': 'ftr09217',\n", + " 'name': 'Bilin biosynthesis protein PecE',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3100'],\n", + " 'features': [],\n", + " 'id': 'ftr03100',\n", + " 'name': 'LSU ribosomal protein P0 (L10p)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3101'],\n", + " 'features': [],\n", + " 'id': 'ftr03101',\n", + " 'name': 'LSU ribosomal protein P1',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3102'],\n", + " 'features': [],\n", + " 'id': 'ftr03102',\n", + " 'name': 'LSU ribosomal protein P2',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3103'],\n", + " 'features': [],\n", + " 'id': 'ftr03103',\n", + " 'name': 'LSU ribosomal protein L12a (P1/P2)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3104'],\n", + " 'features': [],\n", + " 'id': 'ftr03104',\n", + " 'name': 'protein from nitrogen regulatory protein P-II (GLNB) family, ortholog YAAQ B. subtilis',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3105'],\n", + " 'features': [],\n", + " 'id': 'ftr03105',\n", + " 'name': 'Arginine decarboxylase (EC 4.1.1.19) / Lysine decarboxylase (EC 4.1.1.18)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3458'],\n", + " 'features': [],\n", + " 'id': 'ftr03458',\n", + " 'name': 'Phosphocarrier protein kinase/phosphorylase, nitrogen regulation associated',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3107'],\n", + " 'features': [],\n", + " 'id': 'ftr03107',\n", + " 'name': 'Inactive homolog of metal-dependent proteases, putative molecular chaperone',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3456'],\n", + " 'features': [],\n", + " 'id': 'ftr03456',\n", + " 'name': 'Lipid A export ATP-binding/permease protein msbA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3109'],\n", + " 'features': [],\n", + " 'id': 'ftr03109',\n", + " 'name': 'Ribosome-associated heat shock protein implicated in the recycling of the 50S subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3454'],\n", + " 'features': [],\n", + " 'id': 'ftr03454',\n", + " 'name': 'Protein SkfH',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3455'],\n", + " 'features': [],\n", + " 'id': 'ftr03455',\n", + " 'name': 'Cephalosporin hydroxylase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3452'],\n", + " 'features': [],\n", + " 'id': 'ftr03452',\n", + " 'name': 'ABC transporter ATP-binding protein SkfF',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3453'],\n", + " 'features': [],\n", + " 'id': 'ftr03453',\n", + " 'name': 'Protein SkfG',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3450'],\n", + " 'features': [],\n", + " 'id': 'ftr03450',\n", + " 'name': 'Amino terminal CAAX family protease SkfD',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3451'],\n", + " 'features': [],\n", + " 'id': 'ftr03451',\n", + " 'name': 'ABC transporter SkfE',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2503'],\n", + " 'features': [],\n", + " 'id': 'ftr02503',\n", + " 'name': 'Heme ABC type transporter HtsABC, permease protein HtsB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2502'],\n", + " 'features': [],\n", + " 'id': 'ftr02502',\n", + " 'name': 'Heme ABC type transporter HtsABC, heme-binding protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2501'],\n", + " 'features': [],\n", + " 'id': 'ftr02501',\n", + " 'name': 'PTS system, N-acetylglucosamine-specific IIB component (EC 2.7.1.69)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2500'],\n", + " 'features': [],\n", + " 'id': 'ftr02500',\n", + " 'name': 'calcium/proton exchanger',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2507'],\n", + " 'features': [],\n", + " 'id': 'ftr02507',\n", + " 'name': 'Na+/H+ antiporter NhaC',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2506'],\n", + " 'features': [],\n", + " 'id': 'ftr02506',\n", + " 'name': 'sodium/hydrogen exchanger family protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14999'],\n", + " 'features': [],\n", + " 'id': 'ftr14999',\n", + " 'name': 'CaiF protected region F2 at cai/fix divergon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2504'],\n", + " 'features': [],\n", + " 'id': 'ftr02504',\n", + " 'name': 'Heme ABC type transporter HtsABC, permease protein HtsC',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7759'],\n", + " 'features': [],\n", + " 'id': 'ftr07759',\n", + " 'name': 'Melibiose operon regulatory protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7758'],\n", + " 'features': [],\n", + " 'id': 'ftr07758',\n", + " 'name': 'Cobalamin biosynthesis protein BluB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2509'],\n", + " 'features': [],\n", + " 'id': 'ftr02509',\n", + " 'name': 'Transporter, LysE family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2508'],\n", + " 'features': [],\n", + " 'id': 'ftr02508',\n", + " 'name': 'Glucose/mannose:H+ symporter GlcP',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14993'],\n", + " 'features': [],\n", + " 'id': 'ftr14993',\n", + " 'name': 'CRP protected region 1 at fuc locus',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14992'],\n", + " 'features': [],\n", + " 'id': 'ftr14992',\n", + " 'name': 'CAP protected region at uhpT gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14991'],\n", + " 'features': [],\n", + " 'id': 'ftr14991',\n", + " 'name': 'CRP site at spf gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14990'],\n", + " 'features': [],\n", + " 'id': 'ftr14990',\n", + " 'name': 'UhpA protected region at uhpT gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:acetylxylanesterase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr30958',\n", + " 'name': 'acetylxylan esterase (EC 3.1.1.72)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['psfr.612'],\n", + " 'features': ['AT4G03280'],\n", + " 'id': 'ftr50612',\n", + " 'name': 'Cytochrome b6-f complex iron-sulfur subunit PetC1 (Rieske iron sulfur protein EC 1.10.9.1)',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': [\"searchname:2'-hydroxyisoflavonereductase(ec)\",\n", + " \"kegg:NADPH:2'-hydroxyisoflavone oxidoreductase (EC 1.3.1.45)\",\n", + " 'kegg:isoflavone reductase (EC 1.3.1.45)',\n", + " \"kegg:2',7-dihydroxy-4',5'-methylenedioxyisoflavone reductase (EC 1.3.1.45)\"],\n", + " 'features': [],\n", + " 'id': 'ftr32165',\n", + " 'name': \"2'-hydroxyisoflavone reductase (EC 1.3.1.45)\",\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:l-galactonolactonedehydrogenase(ec)',\n", + " 'kegg:galactonolactone dehydrogenase (EC 1.3.2.3)',\n", + " 'kegg:L-galactono-gamma-lactone dehydrogenase (EC 1.3.2.3)',\n", + " 'kegg:L-galactono-gamma-lactone:ferricytochrome-c oxidoreductase (EC 1.3.2.3)',\n", + " 'kegg:GLDHase (EC 1.3.2.3)',\n", + " 'kegg:GLDase (EC 1.3.2.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr34601',\n", + " 'name': 'L-galactonolactone dehydrogenase (EC 1.3.2.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:alkenemonooxygenase(ec)',\n", + " 'kegg:alkene epoxygenase (EC 1.14.13.69)'],\n", + " 'features': [],\n", + " 'id': 'ftr30650',\n", + " 'name': 'alkene monooxygenase (EC 1.14.13.69)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.12289'],\n", + " 'features': [],\n", + " 'id': 'ftr12289',\n", + " 'name': 'CRISPR-associated RAMP Cmr1',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:2-furoate---coaligase(ec)',\n", + " 'kegg:2-furoyl coenzyme A synthetase (EC 6.2.1.31)'],\n", + " 'features': [],\n", + " 'id': 'ftr31785',\n", + " 'name': '2-furoate---CoA ligase (EC 6.2.1.31)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:t2-induceddeoxynucleotidekinase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr31784',\n", + " 'name': 'T2-induced deoxynucleotide kinase (EC 2.7.4.12)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:meprinb(ec)', 'kegg:meprin-b (EC 3.4.24.63)'],\n", + " 'features': [],\n", + " 'id': 'ftr30491',\n", + " 'name': 'meprin B (EC 3.4.24.63)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:carboxylesterase(ec)',\n", + " 'kegg:ali-esterase (EC 3.1.1.1)',\n", + " 'kegg:B-esterase (EC 3.1.1.1)',\n", + " 'kegg:monobutyrase (EC 3.1.1.1)',\n", + " 'kegg:cocaine esterase (EC 3.1.1.1)',\n", + " 'kegg:procaine esterase (EC 3.1.1.1)',\n", + " 'kegg:methylbutyrase (EC 3.1.1.1)',\n", + " 'kegg:vitamin A esterase (EC 3.1.1.1)',\n", + " 'kegg:butyryl esterase (EC 3.1.1.1)',\n", + " 'kegg:carboxyesterase (EC 3.1.1.1)',\n", + " 'kegg:carboxylate esterase (EC 3.1.1.1)',\n", + " 'kegg:carboxylic esterase (EC 3.1.1.1)',\n", + " 'kegg:methylbutyrate esterase (EC 3.1.1.1)',\n", + " 'kegg:triacetin esterase (EC 3.1.1.1)',\n", + " 'kegg:carboxyl ester hydrolase (EC 3.1.1.1)',\n", + " 'kegg:butyrate esterase (EC 3.1.1.1)',\n", + " 'kegg:methylbutyrase (EC 3.1.1.1)',\n", + " 'kegg:alpha-carboxylesterase (EC 3.1.1.1)',\n", + " 'kegg:propionyl esterase (EC 3.1.1.1)',\n", + " 'kegg:nonspecific carboxylesterase (EC 3.1.1.1)',\n", + " 'kegg:esterase D (EC 3.1.1.1)',\n", + " 'kegg:esterase B (EC 3.1.1.1)',\n", + " 'kegg:esterase A (EC 3.1.1.1)',\n", + " 'kegg:serine esterase (EC 3.1.1.1)',\n", + " 'kegg:carboxylic acid esterase (EC 3.1.1.1)',\n", + " 'kegg:cocaine esterase (EC 3.1.1.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr31781',\n", + " 'name': 'carboxylesterase (EC 3.1.1.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.12288'],\n", + " 'features': [],\n", + " 'id': 'ftr12288',\n", + " 'name': 'FIG143828: Hypothetical protein YbgA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13802'],\n", + " 'features': [],\n", + " 'id': 'ftr13802',\n", + " 'name': 'Predicted secretion system W protein GspF-like',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:3-hydroxybenzoate---coaligase(ec)',\n", + " 'kegg:3-hydroxybenzoyl-CoA synthetase (EC 6.2.1.37)',\n", + " 'kegg:3-hydroxybenzoate---coenzyme A ligase (AMP-forming) (EC 6.2.1.37)',\n", + " 'kegg:3-hydroxybenzoyl coenzyme A synthetase (EC 6.2.1.37)',\n", + " 'kegg:3-hydroxybenzoyl-CoA ligase (EC 6.2.1.37)'],\n", + " 'features': [],\n", + " 'id': 'ftr31789',\n", + " 'name': '3-hydroxybenzoate---CoA ligase (EC 6.2.1.37)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:(deoxy)adenylatekinase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr31788',\n", + " 'name': '(deoxy)adenylate kinase (EC 2.7.4.11)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14013'],\n", + " 'features': [],\n", + " 'id': 'ftr14013',\n", + " 'name': 'Siderophore [Alcaligin-like] biosynthesis complex, long chain',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13803'],\n", + " 'features': [],\n", + " 'id': 'ftr13803',\n", + " 'name': 'Predicted secretion system W protein GspG-like',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:7-deoxyloganin7-hydroxylase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr32511',\n", + " 'name': '7-deoxyloganin 7-hydroxylase (EC 1.14.13.74)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.13804'],\n", + " 'features': [],\n", + " 'id': 'ftr13804',\n", + " 'name': 'Predicted secretion system W protein GspG-like 2',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': [\"searchname:n-methylcoclaurine3'-monooxygenase(ec)\",\n", + " \"kegg:N-methylcoclaurine 3'-hydroxylase (EC 1.14.13.71)\"],\n", + " 'features': [],\n", + " 'id': 'ftr32510',\n", + " 'name': \"N-methylcoclaurine 3'-monooxygenase (EC 1.14.13.71)\",\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:udp-galactose---udp-n-acetylglucosaminegalactosephosphotransferase(ec)',\n", + " 'kegg:uridine diphosphogalactose-uridine diphosphoacetylglucosamine galactose-1-phosphotransferase (EC 2.7.8.18)',\n", + " 'kegg:galactose-1-phosphotransferase (EC 2.7.8.18)',\n", + " 'kegg:galactosyl phosphotransferase (EC 2.7.8.18)'],\n", + " 'features': [],\n", + " 'id': 'ftr30651',\n", + " 'name': 'UDP-galactose---UDP-N-acetylglucosamine galactose phosphotransferase (EC 2.7.8.18)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:long-chain-alcoholo-fatty-acyltransferase(ec)',\n", + " 'kegg:wax synthase (EC 2.3.1.75)',\n", + " 'kegg:wax-ester synthase (EC 2.3.1.75)'],\n", + " 'features': [],\n", + " 'id': 'ftr33746',\n", + " 'name': 'long-chain-alcohol O-fatty-acyltransferase (EC 2.3.1.75)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.7075'],\n", + " 'features': [],\n", + " 'id': 'ftr07075',\n", + " 'name': 'Protein GerPC, required for proper assembly of spore coat, mutations lead to super-dormant spore',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13806'],\n", + " 'features': [],\n", + " 'id': 'ftr13806',\n", + " 'name': 'Predicted secretion system W ATPase PilM-like',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13807'],\n", + " 'features': [],\n", + " 'id': 'ftr13807',\n", + " 'name': 'Predicted secretion system W protein PilO-like',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:taxoid14beta-hydroxylase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr34010',\n", + " 'name': 'taxoid 14beta-hydroxylase (EC 1.14.13.146)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.12281'],\n", + " 'features': [],\n", + " 'id': 'ftr12281',\n", + " 'name': 'Heavy metal-(Cd/Co/Hg/Pb/Zn)-translocating P-type ATPase:Heavy metal translocating P-type ATPase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:trans-epoxysuccinatehydrolase(ec)',\n", + " 'kegg:trans-epoxysuccinate hydratase (EC 3.3.2.4)',\n", + " 'kegg:tartrate epoxydase (EC 3.3.2.4)'],\n", + " 'features': [],\n", + " 'id': 'ftr31439',\n", + " 'name': 'trans-epoxysuccinate hydrolase (EC 3.3.2.4)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': [\"searchname:isoflavone3'-hydroxylase(ec)\",\n", + " \"kegg:isoflavone 3'-monooxygenase (EC 1.14.13.52)\"],\n", + " 'features': [],\n", + " 'id': 'ftr31438',\n", + " 'name': \"isoflavone 3'-hydroxylase (EC 1.14.13.52)\",\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:hepoxilin-epoxidehydrolase(ec)',\n", + " 'kegg:hepoxilin epoxide hydrolase (EC 3.3.2.7)',\n", + " 'kegg:hepoxylin hydrolase (EC 3.3.2.7)',\n", + " 'kegg:hepoxilin A3 hydrolase (EC 3.3.2.7)'],\n", + " 'features': [],\n", + " 'id': 'ftr31435',\n", + " 'name': 'hepoxilin-epoxide hydrolase (EC 3.3.2.7)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15032'],\n", + " 'features': [],\n", + " 'id': 'ftr15032',\n", + " 'name': 'Mlc protected region at manXYZ operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:alkenylglycerophosphoethanolaminehydrolase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr31437',\n", + " 'name': 'alkenylglycerophosphoethanolamine hydrolase (EC 3.3.2.5)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:limonene-1,2-epoxidehydrolase(ec)',\n", + " 'kegg:limonene oxide hydrolase (EC 3.3.2.8)',\n", + " 'kegg:limonene-1,2-epoxide hydrolase (EC 3.3.2.8)'],\n", + " 'features': [],\n", + " 'id': 'ftr31436',\n", + " 'name': 'limonene-1,2-epoxide hydrolase (EC 3.3.2.8)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:inulinfructotransferase(dfa-iii-forming)(ec)',\n", + " 'kegg:inulin fructotransferase (DFA-III-producing) (EC 4.2.2.18)',\n", + " 'kegg:inulin fructotransferase (depolymerizing) (EC 4.2.2.18)',\n", + " 'kegg:inulase II (EC 4.2.2.18)',\n", + " 'kegg:inulinase II (EC 4.2.2.18)',\n", + " \"kegg:inulin fructotransferase (depolymerizing, difructofuranose-1,2':2,3'-dianhydride-forming) (EC 4.2.2.18)\",\n", + " \"kegg:inulin D-fructosyl-D-fructosyltransferase (1,2':2,3'-dianhydride-forming) (EC 4.2.2.18)\",\n", + " \"kegg:inulin D-fructosyl-D-fructosyltransferase (forming alpha-D-fructofuranose beta-D-fructofuranose 1,2':2,3'-dianhydride) (EC 4.2.2.18)\",\n", + " \"kegg:2,1-beta-D-fructan lyase (alpha-D-fructofuranose-beta-D-fructofuranose-1,2':2,3'-dianhydride-forming) (EC 4.2.2.18)\"],\n", + " 'features': [],\n", + " 'id': 'ftr31431',\n", + " 'name': 'inulin fructotransferase (DFA-III-forming) (EC 4.2.2.18)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:inulinfructotransferase(dfa-i-forming)(ec)',\n", + " 'kegg:inulin fructotransferase (DFA-I-producing) (EC 4.2.2.17)',\n", + " \"kegg:inulin fructotransferase (depolymerizing, difructofuranose-1,2':2',1-dianhydride-forming) (EC 4.2.2.17)\",\n", + " \"kegg:inulin D-fructosyl-D-fructosyltransferase (1,2':1',2-dianhydride-forming) (EC 4.2.2.17)\",\n", + " \"kegg:inulin D-fructosyl-D-fructosyltransferase (forming alpha-D-fructofuranose beta-D-fructofuranose 1,2':1',2-dianhydride) (EC 4.2.2.17)\",\n", + " \"kegg:2,1-beta-D-fructan lyase (alpha-D-fructofuranose-beta-D-fructofuranose-1,2':2,1'-dianhydride-forming) (EC 4.2.2.17)\"],\n", + " 'features': [],\n", + " 'id': 'ftr31430',\n", + " 'name': 'inulin fructotransferase (DFA-I-forming) (EC 4.2.2.17)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:levanfructotransferase(dfa-iv-forming)(ec)',\n", + " \"kegg:2,6-beta-D-fructan D-fructosyl-D-fructosyltransferase (forming di-beta-D-fructofuranose 2,6':2',6-dianhydride) (EC 4.2.2.16)\",\n", + " 'kegg:levan fructotransferase (EC 4.2.2.16)',\n", + " \"kegg:2,6-beta-D-fructan lyase (di-beta-D-fructofuranose-2,6':2',6-dianhydride-forming) (EC 4.2.2.16)\"],\n", + " 'features': [],\n", + " 'id': 'ftr31433',\n", + " 'name': 'levan fructotransferase (DFA-IV-forming) (EC 4.2.2.16)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15609'],\n", + " 'features': [],\n", + " 'id': 'ftr15609',\n", + " 'name': 'putative membrane',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:violaxanthinde-epoxidase(ec)',\n", + " 'kegg:VDE (EC 1.10.99.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr33460',\n", + " 'name': 'violaxanthin de-epoxidase (EC 1.10.99.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:citramalyl-coalyase(ec)',\n", + " 'kegg:citramalyl coenzyme A lyase (EC 4.1.3.25)',\n", + " 'kegg:(+)-CMA-CoA lyase (EC 4.1.3.25)',\n", + " 'kegg:(3S)-citramalyl-CoA pyruvate-lyase (EC 4.1.3.25)'],\n", + " 'features': [],\n", + " 'id': 'ftr30339',\n", + " 'name': 'citramalyl-CoA lyase (EC 4.1.3.25)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:glycosaminoglycangalactosyltransferase(ec)',\n", + " 'kegg:uridine diphosphogalactose-mucopolysaccharide galactosyltransferase (EC 2.4.1.74)'],\n", + " 'features': [],\n", + " 'id': 'ftr33462',\n", + " 'name': 'glycosaminoglycan galactosyltransferase (EC 2.4.1.74)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:pseudotropineacyltransferase(ec)',\n", + " 'kegg:pseudotropine:acyl-CoA transferase (EC 2.3.1.186)',\n", + " 'kegg:tigloyl-CoA:pseudotropine acyltransferase (EC 2.3.1.186)',\n", + " 'kegg:acetyl-CoA:pseudotropine acyltransferase (EC 2.3.1.186)',\n", + " 'kegg:pseudotropine acetyltransferase (EC 2.3.1.186)',\n", + " 'kegg:pseudotropine tigloyltransferase (EC 2.3.1.186)',\n", + " 'kegg:PAT (EC 2.3.1.186)'],\n", + " 'features': [],\n", + " 'id': 'ftr33463',\n", + " 'name': 'pseudotropine acyltransferase (EC 2.3.1.186)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14313'],\n", + " 'features': [],\n", + " 'id': 'ftr14313',\n", + " 'name': 'Phage recombination-related endonuclease Gp47',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:globotriaosylceramide3-beta-n-acetylgalactosaminyltransferase(ec)',\n", + " 'kegg:uridine diphosphoacetylgalactosamine-galactosylgalactosylglucosylceramide acetylgalactosaminyltransferase (EC 2.4.1.79)',\n", + " 'kegg:globoside synthetase (EC 2.4.1.79)',\n", + " 'kegg:UDP-N-acetylgalactosamine:globotriaosylceramide beta-3-N-acetylgalactosaminyltransferase (EC 2.4.1.79)',\n", + " 'kegg:galactosylgalactosylglucosylceramide beta-D-acetylgalactosaminyltransferase (EC 2.4.1.79)',\n", + " 'kegg:UDP-N-acetylgalactosamine:globotriaosylceramide beta1,3-N-acetylgalactosaminyltransferase (EC 2.4.1.79)',\n", + " 'kegg:globoside synthase (EC 2.4.1.79)',\n", + " 'kegg:galactosylgalactosylglucosylceramide beta-D-acetylgalactosaminyltransferase (EC 2.4.1.79)',\n", + " 'kegg:UDP-N-acetyl-D-galactosamine:D-galactosyl-1,4-D-galactosyl-1,4-D-glucosylceramide beta-N-acetyl-D-galactosaminyltransferase (EC 2.4.1.79)',\n", + " 'kegg:beta3GalNAc-T1 (EC 2.4.1.79)',\n", + " 'kegg:UDP-N-acetyl-D-galactosamine:alpha-D-galactosyl-(1->4)-beta-D-galactosyl-(1->4)-beta-D-glucosylceramide 3III-beta-N-acetyl-D-galactosaminyltransferase (EC 2.4.1.79)',\n", + " 'kegg:UDP-N-acetyl-D-galactosamine:alpha-D-galactosyl-(1->4)-beta-D-galactosyl-(1->4)-beta-D-glucosyl-(11)-ceramide 3III-beta-N-acetyl-D-galactosaminyltransferase (EC 2.4.1.79)'],\n", + " 'features': [],\n", + " 'id': 'ftr33465',\n", + " 'name': 'globotriaosylceramide 3-beta-N-acetylgalactosaminyltransferase (EC 2.4.1.79)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:lysolecithinacylmutase(ec)',\n", + " 'kegg:lysolecithin migratase (EC 5.4.1.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr30338',\n", + " 'name': 'lysolecithin acylmutase (EC 5.4.1.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:galacturonokinase(ec)',\n", + " 'kegg:galacturonokinase (phosphorylating) D-galacturonic acid kinase (EC 2.7.1.44)'],\n", + " 'features': [],\n", + " 'id': 'ftr33468',\n", + " 'name': 'galacturonokinase (EC 2.7.1.44)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:high-mannose-oligosaccharidebeta-1,4-n-acetylglucosaminyltransferase(ec)',\n", + " 'kegg:uridine diphosphoacetylglucosamine-oligosaccharide acetylglucosaminyltransferase (EC 2.4.1.197)',\n", + " 'kegg:acetylglucosamine-oligosaccharide acetylglucosaminyltransferase (EC 2.4.1.197)',\n", + " 'kegg:UDP-GlcNAc:oligosaccharide beta-N-acetylglucosaminyltransferase (EC 2.4.1.197)',\n", + " 'kegg:UDP-N-acetyl-D-glucosamine:high-mannose-oligosaccharide beta-1,4-N-acetylglucosaminyltransferase (EC 2.4.1.197)'],\n", + " 'features': [],\n", + " 'id': 'ftr33469',\n", + " 'name': 'high-mannose-oligosaccharide beta-1,4-N-acetylglucosaminyltransferase (EC 2.4.1.197)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.9455'],\n", + " 'features': [],\n", + " 'id': 'ftr09455',\n", + " 'name': 'Lysine 2,3-aminomutase (EC 5.4.3.2)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8161'],\n", + " 'features': [],\n", + " 'id': 'ftr08161',\n", + " 'name': 'RsbS, negative regulator of sigma-B',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:lysinecarboxypeptidase(ec)',\n", + " 'kegg:carboxypeptidase N (EC 3.4.17.3)',\n", + " 'kegg:arginine carboxypeptidase (EC 3.4.17.3)',\n", + " 'kegg:kininase I (EC 3.4.17.3)',\n", + " 'kegg:anaphylatoxin inactivator (EC 3.4.17.3)',\n", + " 'kegg:plasma carboxypeptidase B (EC 3.4.17.3)',\n", + " 'kegg:creatine kinase conversion factor (EC 3.4.17.3)',\n", + " 'kegg:bradykinase (EC 3.4.17.3)',\n", + " 'kegg:kininase Ia (EC 3.4.17.3)',\n", + " 'kegg:hippuryllysine hydrolase (EC 3.4.17.3)',\n", + " 'kegg:bradykinin-decomposing enzyme (EC 3.4.17.3)',\n", + " 'kegg:protaminase (EC 3.4.17.3)',\n", + " 'kegg:CPase N (EC 3.4.17.3)',\n", + " 'kegg:creatinine kinase convertase (EC 3.4.17.3)',\n", + " 'kegg:peptidyl-L-lysine(-L-arginine) hydrolase (EC 3.4.17.3)',\n", + " 'kegg:CPN (EC 3.4.17.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr31799',\n", + " 'name': 'lysine carboxypeptidase (EC 3.4.17.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15604'],\n", + " 'features': [],\n", + " 'id': 'ftr15604',\n", + " 'name': 'Cytochrome b561 homolog 1',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:oxalomalatelyase(ec)',\n", + " 'kegg:3-oxalomalate glyoxylate-lyase (EC 4.1.3.13)'],\n", + " 'features': [],\n", + " 'id': 'ftr31201',\n", + " 'name': 'oxalomalate lyase (EC 4.1.3.13)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15605'],\n", + " 'features': [],\n", + " 'id': 'ftr15605',\n", + " 'name': \"adherence and invasion outermembrane protein (Inv,enhances Peyer's patches colonization)\",\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:gdp-glucosidase(ec)',\n", + " 'kegg:guanosine diphosphoglucosidase (EC 3.2.1.42)',\n", + " 'kegg:guanosine diphosphate D-glucose glucohydrolase (EC 3.2.1.42)'],\n", + " 'features': [],\n", + " 'id': 'ftr34326',\n", + " 'name': 'GDP-glucosidase (EC 3.2.1.42)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:glucan1,4-alpha-maltohydrolase(ec)',\n", + " 'kegg:maltogenic alpha-amylase (EC 3.2.1.133)',\n", + " 'kegg:1,4-alpha-D-glucan alpha-maltohydrolase (EC 3.2.1.133)'],\n", + " 'features': [],\n", + " 'id': 'ftr33740',\n", + " 'name': 'glucan 1,4-alpha-maltohydrolase (EC 3.2.1.133)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:2-deoxyglucose-6-phosphatase(ec)',\n", + " 'kegg:2-deoxyglucose-6-phosphate phosphatase (EC 3.1.3.68)'],\n", + " 'features': [],\n", + " 'id': 'ftr31692',\n", + " 'name': '2-deoxyglucose-6-phosphatase (EC 3.1.3.68)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.12926'],\n", + " 'features': [],\n", + " 'id': 'ftr12926',\n", + " 'name': 'Possible alternative L-fucose mutarotase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:cathepsint(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr34429',\n", + " 'name': 'cathepsin T (EC 3.4.22.24)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:beta-l-rhamnosidase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr34327',\n", + " 'name': 'beta-L-rhamnosidase (EC 3.2.1.43)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:neutrophilcollagenase(ec)',\n", + " 'kegg:matrix metalloproteinase 8 (EC 3.4.24.34)',\n", + " 'kegg:PMNL collagenase (EC 3.4.24.34)',\n", + " 'kegg:MMP-8 (EC 3.4.24.34)'],\n", + " 'features': [],\n", + " 'id': 'ftr32481',\n", + " 'name': 'neutrophil collagenase (EC 3.4.24.34)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:beta-mannosylphosphodecaprenol---mannooligosaccharide6-mannosyltransferase(ec)',\n", + " 'kegg:mannosylphospholipid-methylmannoside alpha-1,6-mannosyltransferase (EC 2.4.1.199)',\n", + " 'kegg:beta-D-mannosylphosphodecaprenol:1,6-alpha-D-mannosyloligosaccharide 1,6-alpha-D-mannosyltransferase (EC 2.4.1.199)'],\n", + " 'features': [],\n", + " 'id': 'ftr33507',\n", + " 'name': 'beta-mannosylphosphodecaprenol---mannooligosaccharide 6-mannosyltransferase (EC 2.4.1.199)',\n", + " 'source': 'KEGG'},\n", + " ...],\n", + " 'subsystems': [],\n", + " 'type': 'Test'}" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "archaea" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "061201fc-3564-4f4a-aa78-90937307a4da", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'__VERSION__': 1,\n", + " 'biochemistry_ref': '489/6/6',\n", + " 'biomasses': [{'cellwall': 0.01,\n", + " 'cofactor': 0.0577,\n", + " 'dna': 0.0332,\n", + " 'energy': 40,\n", + " 'id': 'bio1',\n", + " 'lipid': 0.0533,\n", + " 'name': 'GramNegativeBiomass',\n", + " 'other': 0,\n", + " 'protein': 0.6256,\n", + " 'rna': 0.2202,\n", + " 'templateBiomassComponents': [{'class': 'protein',\n", + " 'coefficient': 0.096039473,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " 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'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00039_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.028738302,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00060_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.034633077,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00066_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.041330606,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00129_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.04033963,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00054_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.047430224,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00161_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.010627321,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00065_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.025782517,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00069_c'},\n", + " {'class': 'protein',\n", + " 'coefficient': 0.079124485,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-3.5, -4.5, 4.5, 4.5, 4.5],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00001_c',\n", + " '~/compcompounds/id/cpd00002_c',\n", + " '~/compcompounds/id/cpd00008_c',\n", + " '~/compcompounds/id/cpd00009_c',\n", + " '~/compcompounds/id/cpd00067_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00156_c'},\n", + " {'class': 'cellwall',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00026_c'},\n", + " {'class': 'cellwall',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00043_c'},\n", + " {'class': 'cellwall',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00175_c'},\n", + " {'class': 'cellwall',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00144_c'},\n", + " {'class': 'dna',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'AT',\n", + " 'link_coefficients': [-1.0],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00012_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00115_c'},\n", + " {'class': 'dna',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'GC',\n", + " 'link_coefficients': [-1.0],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00012_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00356_c'},\n", + " {'class': 'dna',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'GC',\n", + " 'link_coefficients': [-1.0],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00012_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00241_c'},\n", + " {'class': 'dna',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'AT',\n", + " 'link_coefficients': [-1.0],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00012_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00357_c'},\n", + " {'class': 'rna',\n", + " 'coefficient': -0.199971195,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-1.0],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00012_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00052_c'},\n", + " {'class': 'rna',\n", + " 'coefficient': -0.322215658,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-1.0],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00012_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00038_c'},\n", + " {'class': 'rna',\n", + " 'coefficient': -0.215922451,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-1.0],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00012_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00062_c'},\n", + " {'class': 'rna',\n", + " 'coefficient': -0.261890696,\n", + " 'coefficient_type': 'MOLFRACTION',\n", + " 'link_coefficients': [-1.0],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd00012_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00002_c'},\n", + " {'class': 'lipid',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd23146_c'},\n", + " {'class': 'lipid',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd34057_c'},\n", + " {'class': 'lipid',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd31636_c'},\n", + " {'class': 'lipid',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd34482_c'},\n", + " {'class': 'lipid',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd22795_c'},\n", + " {'class': 'lipid',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd34826_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd02246_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd20411_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [-1.0, -1.0],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd01997_c',\n", + " '~/compcompounds/id/cpd03422_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00166_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd02817_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00087_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00022_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00010_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00003_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00004_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00006_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00005_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00078_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd15892_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00118_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00264_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [],\n", + " 'linked_compound_refs': [],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00008_c'},\n", + " {'class': 'cofactor',\n", + " 'coefficient': -1.0,\n", + " 'coefficient_type': 'MOLSPLIT',\n", + " 'link_coefficients': [-1.0],\n", + " 'linked_compound_refs': ['~/compcompounds/id/cpd12370_c'],\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd11493_c'},\n", + " {'class': 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'maxuptake': 0,\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecompound_ref': '~/compounds/id/cpd03707'},\n", + " {'charge': -2,\n", + " 'id': 'cpd14870_c',\n", + " 'maxuptake': 0,\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecompound_ref': '~/compounds/id/cpd14870'},\n", + " {'charge': -3,\n", + " 'id': 'cpd02782_c',\n", + " 'maxuptake': 0,\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecompound_ref': '~/compounds/id/cpd02782'},\n", + " {'charge': -2,\n", + " 'id': 'cpd03194_c',\n", + " 'maxuptake': 0,\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecompound_ref': '~/compounds/id/cpd03194'},\n", + " {'charge': -2,\n", + " 'id': 'cpd00770_c',\n", + " 'maxuptake': 0,\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecompound_ref': '~/compounds/id/cpd00770'},\n", + " {'charge': -1,\n", + " 'id': 'cpd16920_c',\n", + " 'maxuptake': 0,\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecompound_ref': '~/compounds/id/cpd16920'},\n", + " {'charge': -4,\n", + " 'id': 'cpd03117_c',\n", + " 'maxuptake': 0,\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecompound_ref': '~/compounds/id/cpd03117'},\n", + " {'charge': -3,\n", + " 'id': 'cpd16897_c',\n", + " 'maxuptake': 0,\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecompound_ref': '~/compounds/id/cpd16897'},\n", + " {'charge': -1,\n", + " 'id': 'cpd03400_c',\n", + " 'maxuptake': 0,\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecompound_ref': '~/compounds/id/cpd03400'},\n", + " {'charge': -2,\n", + " 'id': 'cpd00202_c',\n", + " 'maxuptake': 0,\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecompound_ref': '~/compounds/id/cpd00202'},\n", + " {'charge': -1,\n", + " 'id': 'cpd15951_c',\n", + " 'maxuptake': 0,\n", + " 'templatecompartment_ref': 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1315,\n", + " 'name': 'Vitamin B12'},\n", + " {'abbreviation': 'phhlipa',\n", + " 'aliases': [],\n", + " 'defaultCharge': -8,\n", + " 'deltaG': -2052.98,\n", + " 'deltaGErr': 10.8267,\n", + " 'formula': 'C124H219N2O54P3',\n", + " 'id': 'cpd15549',\n", + " 'isCofactor': 0,\n", + " 'mass': 2695,\n", + " 'name': 'phospho-heptosyl-heptosyl-kdo2-lipidA'},\n", + " {'abbreviation': 'oc2coa',\n", + " 'aliases': [],\n", + " 'defaultCharge': -4,\n", + " 'deltaG': -755.3,\n", + " 'deltaGErr': 3.6438,\n", + " 'formula': 'C29H44N7O17P3S',\n", + " 'id': 'cpd03130',\n", + " 'isCofactor': 0,\n", + " 'mass': 888,\n", + " 'name': '(2E)-Octenoyl-CoA'},\n", + " {'abbreviation': 'trans,cis-Lauro-2,6-dienoyl-CoA',\n", + " 'aliases': [],\n", + " 'defaultCharge': -3,\n", + " 'deltaG': -726.46,\n", + " 'deltaGErr': 3.78407,\n", + " 'formula': 'C33H51N7O17P3S',\n", + " 'id': 'cpd03131',\n", + " 'isCofactor': 0,\n", + " 'mass': 942,\n", + " 'name': 'trans,cis-Lauro-2,6-dienoyl-CoA'},\n", + " {'abbreviation': 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10000000,\n", + " 'formula': 'C5H8NO5S2',\n", + " 'id': 'cpd15810',\n", + " 'isCofactor': 0,\n", + " 'mass': 226,\n", + " 'name': '2-(sulfomethyl)thiazolidine-4-carboxylic acid'},\n", + " {'abbreviation': 'dhpppn',\n", + " 'aliases': [],\n", + " 'defaultCharge': -1,\n", + " 'deltaG': -127.22,\n", + " 'deltaGErr': 1.0816,\n", + " 'formula': 'C9H9O4',\n", + " 'id': 'cpd02501',\n", + " 'isCofactor': 0,\n", + " 'mass': 181,\n", + " 'name': '2,3-Dihydroxyphenylpropanoate'},\n", + " {'abbreviation': '1,3-alpha-D-Mannosyl-1,2-alpha-D-mannosyl-1,2-alpha-D-mannosyl-D- mannose',\n", + " 'aliases': [],\n", + " 'defaultCharge': 0,\n", + " 'deltaG': -693.72,\n", + " 'deltaGErr': 6.03434,\n", + " 'formula': 'C24H42O21',\n", + " 'id': 'cpd02954',\n", + " 'isCofactor': 0,\n", + " 'mass': 666,\n", + " 'name': '1,3-alpha-D-Mannosyl-1,2-alpha-D-mannosyl-1,2-alpha-D-mannosyl-D- mannose'},\n", + " {'abbreviation': '2-Carboxy-D-arabinitol',\n", + " 'aliases': [],\n", + " 'defaultCharge': -1,\n", + " 'deltaG': -270.08,\n", + " 'deltaGErr': 0.788984,\n", + " 'formula': 'C6H11O7',\n", + " 'id': 'cpd02054',\n", + " 'isCofactor': 0,\n", + " 'mass': 195,\n", + " 'name': '2-Carboxy-D-arabinitol'},\n", + " {'abbreviation': '3hdgggp',\n", + " 'aliases': [],\n", + " 'defaultCharge': -2,\n", + " 'deltaG': 10000000,\n", + " 'deltaGErr': 10000000,\n", + " 'formula': 'C43H73O7P',\n", + " 'id': 'cpd15812',\n", + " 'isCofactor': 0,\n", + " 'mass': 732,\n", + " 'name': \"2-O-(3'-hydroxy)geranyl-3-O-geranyl-sn-glycerol\"},\n", + " {'abbreviation': '2-Deoxy-D-ribosyl-base',\n", + " 'aliases': [],\n", + " 'defaultCharge': 0,\n", + " 'deltaG': 10000000,\n", + " 'deltaGErr': 10000000,\n", + " 'formula': 'C5H9O3R',\n", + " 'id': 'cpd02055',\n", + " 'isCofactor': 0,\n", + " 'mass': 118,\n", + " 'name': '2-Deoxy-D-ribosyl-base'},\n", + " {'abbreviation': '4-Deoxy-beta-D-gluc-4-enuronosyl-(1,3)-N-acetyl-D-galactosamine 4-sulfate',\n", + " 'aliases': [],\n", + " 'defaultCharge': -2,\n", + " 'deltaG': 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'formula': 'C23H26NO9',\n", + " 'id': 'cpd16392',\n", + " 'isCofactor': 0,\n", + " 'mass': 460,\n", + " 'name': 'Morphine-6-glucuronide'},\n", + " {'abbreviation': '2-Hydroxyfelbamate',\n", + " 'aliases': [],\n", + " 'defaultCharge': 0,\n", + " 'deltaG': -174.66,\n", + " 'deltaGErr': 1.54032,\n", + " 'formula': 'C11H14N2O5',\n", + " 'id': 'cpd16393',\n", + " 'isCofactor': 0,\n", + " 'mass': 254,\n", + " 'name': '2-Hydroxyfelbamate'},\n", + " {'abbreviation': 'Codeine-6-glucuronide',\n", + " 'aliases': [],\n", + " 'defaultCharge': -1,\n", + " 'deltaG': 10000000,\n", + " 'deltaGErr': 4.45816,\n", + " 'formula': 'C24H28NO9',\n", + " 'id': 'cpd16391',\n", + " 'isCofactor': 0,\n", + " 'mass': 474,\n", + " 'name': 'Codeine-6-glucuronide'},\n", + " {'abbreviation': '3-Carbamoyl-2-phenylpropionaldehyde',\n", + " 'aliases': [],\n", + " 'defaultCharge': 0,\n", + " 'deltaG': -79.66,\n", + " 'deltaGErr': 1.03384,\n", + " 'formula': 'C10H11NO3',\n", + " 'id': 'cpd16396',\n", + " 'isCofactor': 0,\n", + " 'mass': 193,\n", + " 'name': '3-Carbamoyl-2-phenylpropionaldehyde'},\n", + " {'abbreviation': '2-Oxopimelate',\n", + " 'aliases': [],\n", + " 'defaultCharge': -2,\n", + " 'deltaG': -185.66,\n", + " 'deltaGErr': 0.488379,\n", + " 'formula': 'C7H8O5',\n", + " 'id': 'cpd16397',\n", + " 'isCofactor': 0,\n", + " 'mass': 172,\n", + " 'name': '2-Oxopimelate'},\n", + " {'abbreviation': 'p-Hydroxyfelbamate',\n", + " 'aliases': [],\n", + " 'defaultCharge': 0,\n", + " 'deltaG': -174.68,\n", + " 'deltaGErr': 1.55551,\n", + " 'formula': 'C11H14N2O5',\n", + " 'id': 'cpd16394',\n", + " 'isCofactor': 0,\n", + " 'mass': 254,\n", + " 'name': 'p-Hydroxyfelbamate'},\n", + " {'abbreviation': '2-Phenyl-1,3-propanediol monocarbamate',\n", + " 'aliases': [],\n", + " 'defaultCharge': 0,\n", + " 'deltaG': -89.14,\n", + " 'deltaGErr': 1.03968,\n", + " 'formula': 'C10H13NO3',\n", + " 'id': 'cpd16395',\n", + " 'isCofactor': 0,\n", + " 'mass': 195,\n", + " 'name': '2-Phenyl-1,3-propanediol 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'aliases': [],\n", + " 'defaultCharge': 0,\n", + " 'deltaG': -215.13,\n", + " 'deltaGErr': 3.25219,\n", + " 'formula': 'C10H12N4O7',\n", + " 'id': 'cpd12729',\n", + " 'isCofactor': 0,\n", + " 'mass': 300,\n", + " 'name': 'Urate-3-ribonucleoside'},\n", + " {'abbreviation': \"4'-O-beta-D-Glucosyl-cis-p-coumarate\",\n", + " 'aliases': [],\n", + " 'defaultCharge': -1,\n", + " 'deltaG': -230.23,\n", + " 'deltaGErr': 1.89801,\n", + " 'formula': 'C15H17O8',\n", + " 'id': 'cpd12896',\n", + " 'isCofactor': 0,\n", + " 'mass': 325,\n", + " 'name': \"4'-O-beta-D-Glucosyl-cis-p-coumarate\"},\n", + " {'abbreviation': '3,5,7,9,11,13,15,17,19-Nonaoxo-henicosanoyl-[acp]',\n", + " 'aliases': [],\n", + " 'defaultCharge': 0,\n", + " 'deltaG': 10000000,\n", + " 'deltaGErr': 10000000,\n", + " 'formula': 'C21H23O10RS',\n", + " 'id': 'cpd13418',\n", + " 'isCofactor': 0,\n", + " 'mass': 468,\n", + " 'name': '3,5,7,9,11,13,15,17,19-Nonaoxo-henicosanoyl-[acp]'},\n", + " {'abbreviation': 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" 'mass': 524,\n", + " 'name': '11-cis-Retinyl palmitate'},\n", + " {'abbreviation': '2,3,6-Trihydroxypyridine',\n", + " 'aliases': [],\n", + " 'defaultCharge': 0,\n", + " 'deltaG': -70.26,\n", + " 'deltaGErr': 1.45182,\n", + " 'formula': 'C5H5NO3',\n", + " 'id': 'cpd02185',\n", + " 'isCofactor': 0,\n", + " 'mass': 127,\n", + " 'name': '2,3,6-Trihydroxypyridine'},\n", + " {'abbreviation': 'lgt-S',\n", + " 'aliases': [],\n", + " 'defaultCharge': -1,\n", + " 'deltaG': -291.21,\n", + " 'deltaGErr': 1.7449,\n", + " 'formula': 'C13H20N3O8S',\n", + " 'id': 'cpd02182',\n", + " 'isCofactor': 0,\n", + " 'mass': 378,\n", + " 'name': '(R)-S-Lactoylglutathione'},\n", + " {'abbreviation': 'oxalc',\n", + " 'aliases': [],\n", + " 'defaultCharge': -2,\n", + " 'deltaG': -166.47,\n", + " 'deltaGErr': 0.644001,\n", + " 'formula': 'C6H4O5',\n", + " 'id': 'cpd02183',\n", + " 'isCofactor': 0,\n", + " 'mass': 156,\n", + " 'name': '4-Oxalocrotonate'},\n", + " {'abbreviation': 'dTDP-D-glucuronate',\n", + " 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'4-Hydroxylamino-2,6-dinitrotoluene'},\n", + " {'abbreviation': '2-Hydroxylamino-4,6-dinitrotoluene',\n", + " 'aliases': [],\n", + " 'defaultCharge': 0,\n", + " 'deltaG': 10000000,\n", + " 'deltaGErr': 10000000,\n", + " 'formula': 'C7H7N3O5',\n", + " 'id': 'cpd15099',\n", + " 'isCofactor': 0,\n", + " 'mass': 213,\n", + " 'name': '2-Hydroxylamino-4,6-dinitrotoluene'},\n", + " {'abbreviation': 'leutrna',\n", + " 'aliases': [],\n", + " 'defaultCharge': 1,\n", + " 'deltaG': 10000000,\n", + " 'deltaGErr': 10000000,\n", + " 'formula': 'C16H24N6O4R',\n", + " 'id': 'cpd12003',\n", + " 'isCofactor': 0,\n", + " 'mass': 365,\n", + " 'name': 'L-Leucyl-tRNA'},\n", + " {'abbreviation': '(2E,6Z,9Z,12Z,15Z,18Z,21Z)-Tetracosahepta-2,6,9,12,15,18,21-enoyl- CoA',\n", + " 'aliases': [],\n", + " 'defaultCharge': -3,\n", + " 'deltaG': -595.22,\n", + " 'deltaGErr': 5.02609,\n", + " 'formula': 'C45H65N7O17P3S',\n", + " 'id': 'cpd15090',\n", + " 'isCofactor': 0,\n", + " 'mass': 1100,\n", + " 'name': '(2E,6Z,9Z,12Z,15Z,18Z,21Z)-Tetracosahepta-2,6,9,12,15,18,21-enoyl- CoA'},\n", + " {'abbreviation': '(6Z,9Z,12Z,15Z,18Z,21Z)-3-Hydroxytetracosahexa-6,9,12,15,18,21- enoyl-CoA',\n", + " 'aliases': [],\n", + " 'defaultCharge': -3,\n", + " 'deltaG': -654.07,\n", + " 'deltaGErr': 4.74677,\n", + " 'formula': 'C45H67N7O18P3S',\n", + " 'id': 'cpd15091',\n", + " 'isCofactor': 0,\n", + " 'mass': 1118,\n", + " 'name': '(6Z,9Z,12Z,15Z,18Z,21Z)-3-Hydroxytetracosahexa-6,9,12,15,18,21- enoyl-CoA'},\n", + " {'abbreviation': '(6Z,9Z,12Z,15Z,18Z,21Z)-3-Oxotetracosahexa-6,9,12,15,18,21-enoyl-CoA',\n", + " 'aliases': [],\n", + " 'defaultCharge': -3,\n", + " 'deltaG': -646.05,\n", + " 'deltaGErr': 4.75489,\n", + " 'formula': 'C45H65N7O18P3S',\n", + " 'id': 'cpd15092',\n", + " 'isCofactor': 0,\n", + " 'mass': 1116,\n", + " 'name': '(6Z,9Z,12Z,15Z,18Z,21Z)-3-Oxotetracosahexa-6,9,12,15,18,21-enoyl-CoA'},\n", + " {'abbreviation': '(2E,6Z,9Z,12Z,15Z,18Z)-Tetracosahexa-2,6,9,12,15,18-enoyl-CoA',\n", + " 'aliases': [],\n", + " 'defaultCharge': -3,\n", + " 'deltaG': -617.58,\n", + " 'deltaGErr': 4.76222,\n", + " 'formula': 'C45H67N7O17P3S',\n", + " 'id': 'cpd15093',\n", + " 'isCofactor': 0,\n", + " 'mass': 1102,\n", + " 'name': '(2E,6Z,9Z,12Z,15Z,18Z)-Tetracosahexa-2,6,9,12,15,18-enoyl-CoA'},\n", + " {'abbreviation': '(6Z,9Z,12Z,15Z,18Z)-3-Hydroxytetracosapenta-6,9,12,15,18-enoyl-CoA',\n", + " 'aliases': [],\n", + " 'defaultCharge': -3,\n", + " 'deltaG': -676.43,\n", + " 'deltaGErr': 4.52199,\n", + " 'formula': 'C45H69N7O18P3S',\n", + " 'id': 'cpd15094',\n", + " 'isCofactor': 0,\n", + " 'mass': 1120,\n", + " 'name': '(6Z,9Z,12Z,15Z,18Z)-3-Hydroxytetracosapenta-6,9,12,15,18-enoyl-CoA'},\n", + " {'abbreviation': 'alpha-L-Fucosyl-1,2-beta-D-galactosyl-R',\n", + " 'aliases': [],\n", + " 'defaultCharge': 0,\n", + " 'deltaG': 10000000,\n", + " 'deltaGErr': 10000000,\n", + " 'formula': 'C12H21O10R',\n", + " 'id': 'cpd12552',\n", + " 'isCofactor': 0,\n", + " 'mass': 326,\n", + " 'name': 'alpha-L-Fucosyl-1,2-beta-D-galactosyl-R'},\n", + " {'abbreviation': '(S)-2-(Hydroxymethyl)glutarate',\n", + " 'aliases': [],\n", + " 'defaultCharge': -2,\n", + " 'deltaG': -197.76,\n", + " 'deltaGErr': 0.397427,\n", + " 'formula': 'C6H8O5',\n", + " 'id': 'cpd15096',\n", + " 'isCofactor': 0,\n", + " 'mass': 160,\n", + " 'name': '(S)-2-(Hydroxymethyl)glutarate'},\n", + " {'abbreviation': 'Trinitrotoluene',\n", + " 'aliases': [],\n", + " 'defaultCharge': 0,\n", + " 'deltaG': 10000000,\n", + " 'deltaGErr': 10000000,\n", + " 'formula': 'C7H5N3O6',\n", + " 'id': 'cpd15097',\n", + " 'isCofactor': 0,\n", + " 'mass': 227,\n", + " 'name': 'Trinitrotoluene'},\n", + " {'abbreviation': 'Selenocystathionine',\n", + " 'aliases': [],\n", + " 'defaultCharge': 0,\n", + " 'deltaG': 10000000,\n", + " 'deltaGErr': 10000000,\n", + " 'formula': 'C7H14N2O4Se',\n", + " 'id': 'cpd03398',\n", + " 'isCofactor': 0,\n", + " 'mass': 269,\n", + " 'name': 'Selenocystathionine'},\n", + " {'abbreviation': 'Carboxymethyloxysuccinate',\n", + " 'aliases': [],\n", + " 'defaultCharge': -3,\n", + " 'deltaG': -264.18,\n", + " 'deltaGErr': 0.575845,\n", + " 'formula': 'C6H5O7',\n", + " 'id': 'cpd02266',\n", + " 'isCofactor': 0,\n", + " 'mass': 189,\n", + " 'name': 'Carboxymethyloxysuccinate'},\n", + " {'abbreviation': 'm2mycolateppm',\n", + " 'aliases': [],\n", + " 'defaultCharge': -2,\n", + " 'deltaG': 10000000,\n", + " 'deltaGErr': 10000000,\n", + " 'formula': 'C96H186O15P2',\n", + " 'id': 'cpd16962',\n", + " 'isCofactor': 0,\n", + " 'mass': 1640,\n", + " 'name': 'methoxy-meroacid-2-mycolate-ppm'},\n", + " {'abbreviation': 'trans-2-Enoyl-OPC4-CoA',\n", + " 'aliases': [],\n", + " 'defaultCharge': -3,\n", + " 'deltaG': -745.38,\n", + " 'deltaGErr': 3.88535,\n", + " 'formula': 'C35H51N7O18P3S',\n", + " 'id': 'cpd15052',\n", + " 'isCofactor': 0,\n", + " 'mass': 982,\n", + " 'name': 'trans-2-Enoyl-OPC4-CoA'},\n", + " {'abbreviation': '3-Hydroxy-OPC4-CoA',\n", + " 'aliases': [],\n", + " 'defaultCharge': -3,\n", + " 'deltaG': -804.23,\n", + " 'deltaGErr': 3.82514,\n", + " 'formula': 'C35H53N7O19P3S',\n", + " 'id': 'cpd15053',\n", + " 'isCofactor': 0,\n", + " 'mass': 1000,\n", + " 'name': '3-Hydroxy-OPC4-CoA'},\n", + " {'abbreviation': 'trans-2-Methyl-5-isopropylhexa-2,5-dienal',\n", + " 'aliases': [],\n", + " 'defaultCharge': 0,\n", + " 'deltaG': 14.87,\n", + " 'deltaGErr': 0.999697,\n", + " 'formula': 'C10H16O',\n", + " 'id': 'cpd08739',\n", + " 'isCofactor': 0,\n", + " 'mass': 152,\n", + " 'name': 'trans-2-Methyl-5-isopropylhexa-2,5-dienal'},\n", + " {'abbreviation': '(1S,4R)-1-Hydroxy-2-oxolimonene',\n", + " 'aliases': [],\n", + " 'defaultCharge': 0,\n", + " 'deltaG': -34.78,\n", + " 'deltaGErr': 1.08323,\n", + " 'formula': 'C10H16O2',\n", + " 'id': 'cpd08734',\n", + " 'isCofactor': 0,\n", + " 'mass': 168,\n", + " 'name': '(1S,4R)-1-Hydroxy-2-oxolimonene'},\n", + " {'abbreviation': '3-Isopropenylpimelyl-CoA',\n", + " 'aliases': [],\n", + " 'defaultCharge': -4,\n", + " 'deltaG': -834.8,\n", + " 'deltaGErr': 3.64973,\n", + " 'formula': 'C31H46N7O19P3S',\n", + " 'id': 'cpd08733',\n", + " 'isCofactor': 0,\n", + " 'mass': 945,\n", + " 'name': '3-Isopropenylpimelyl-CoA'},\n", + " {'abbreviation': '4-Isopropenyl-2-oxy-cyclohexanecarboxyl-CoA',\n", + " 'aliases': [],\n", + " 'defaultCharge': -3,\n", + " 'deltaG': -774.14,\n", + " 'deltaGErr': 3.78313,\n", + " 'formula': 'C31H45N7O18P3S',\n", + " 'id': 'cpd08732',\n", + " 'isCofactor': 0,\n", + " 'mass': 928,\n", + " 'name': '4-Isopropenyl-2-oxy-cyclohexanecarboxyl-CoA'},\n", + " {'abbreviation': '2-Hydroxy-4-isopropenylcyclohexane-1-carboxyl-CoA',\n", + " 'aliases': [],\n", + " 'defaultCharge': -3,\n", + " 'deltaG': -780.7,\n", + " 'deltaGErr': 3.8617,\n", + " 'formula': 'C31H47N7O18P3S',\n", + " 'id': 'cpd08731',\n", + " 'isCofactor': 0,\n", + " 'mass': 930,\n", + " 'name': '2-Hydroxy-4-isopropenylcyclohexane-1-carboxyl-CoA'},\n", + " {'abbreviation': 'dTDP-D-mycaminose',\n", + " 'aliases': [],\n", + " 'defaultCharge': -1,\n", + " 'deltaG': -637.19,\n", + " 'deltaGErr': 3.15934,\n", + " 'formula': 'C18H30N3O14P2',\n", + " 'id': 'cpd08730',\n", + " 'isCofactor': 0,\n", + " 'mass': 574,\n", + " 'name': 'dTDP-D-mycaminose'},\n", + " {'abbreviation': '1odec11eg3p',\n", + " 'aliases': [],\n", + " 'defaultCharge': -1,\n", + " 'deltaG': -317.85,\n", + " 'deltaGErr': 1.56916,\n", + " 'formula': 'C21H40O7P',\n", + " 'id': 'cpd15328',\n", + " 'isCofactor': 0,\n", + " 'mass': 435,\n", + " 'name': '1-octadec-11-enoyl-sn-glycerol 3-phosphate'},\n", + " {'abbreviation': '1odecg3p',\n", + " 'aliases': [],\n", + " 'defaultCharge': -2,\n", + " 'deltaG': -340.21,\n", + " 'deltaGErr': 1.65897,\n", + " 'formula': 'C21H41O7P',\n", + " 'id': 'cpd15329',\n", + " 'isCofactor': 0,\n", + " 'mass': 437,\n", + " 'name': '1-octadecanoyl-sn-glycerol 3-phosphate'},\n", + " ...],\n", + " 'domain': 'Bacteria',\n", + " 'drain_list': {'cpd01042_c': [0, 1000],\n", + " 'cpd02701_c': [0, 1000],\n", + " 'cpd03091_c': [0, 1000],\n", + " 'cpd11416_c': [0, 1000],\n", + " 'cpd15302_c': [0, 1000],\n", + " 'cpd22811_c': [0, 1000]},\n", + " 'id': 'GramNegative.modeltemplate',\n", + " 'name': 'GramNegative.modeltemplate',\n", + " 'pathways': [],\n", + " 'reactions': [{'GapfillDirection': '>',\n", + " 'base_cost': 4,\n", + " 'direction': '>',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn00594_c',\n", + " 'lower_bound': 0,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 0.0,\n", + " 'name': 'Anthranilate,NADH:oxygen oxidoreductase (1,2-hydroxylating, deaminating, decarboxylating)',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn00594',\n", + " 'reverse_penalty': -8.22197,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00004_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00007_c'},\n", + " {'coefficient': -3,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00093_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00003_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00011_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00013_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00077_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '>',\n", + " 'base_cost': 4,\n", + " 'direction': '>',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn01087_c',\n", + " 'lower_bound': 0,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 0.0,\n", + " 'name': 'ATP:ceramide 1-phosphotransferase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn01087',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00002_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00167_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00008_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd01899_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 5,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn03234_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': '4-aminoimidazole aminohydrolase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn03234',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00001_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd03106_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00013_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd03703_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 4,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn01734_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': 'Succinyl-CoA:citramalate CoA-transferase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn01734',\n", + " 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" {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00012_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00046_c'},\n", + " {'coefficient': 2,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd02666_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': ['~/complexes/id/cpx00641'],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 5,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn03125_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': '(E)-2-(2-Furyl)-3-(5-nitro-2-furyl)acrylamide cis-trans-isomerase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn03125',\n", + " 'reverse_penalty': 0,\n", + " 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" 'id': 'rxn06727_c',\n", + " 'lower_bound': 0,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 0.0,\n", + " 'name': 'Biotin:apo[methylmalonyl-CoA:pyruvate carboxyltransferase] ligase (AMP-forming)',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn06727',\n", + " 'reverse_penalty': 0.346,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00002_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00104_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd12601_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00012_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00018_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': 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+ " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00010_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd16426_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 5,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn06574_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': 'UDPglucose:zeatin 7-glucosyltransferase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn06574',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00026_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd12204_c'},\n", + " {'coefficient': 1,\n", + " 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'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd16583_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '>',\n", + " 'base_cost': 5,\n", + " 'direction': '>',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn12172_c',\n", + " 'lower_bound': 0,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 0.0,\n", + " 'name': 'Acetyl-CoA:monoterpenol O-acetyltransferase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn12172',\n", + " 'reverse_penalty': 0.6386,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00022_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00433_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': 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{'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd15810_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'gapfilling',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 5,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn00886_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': 'S-adenosyl-L-methionine:1D-myo-inositol 4-methyltransferase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn00886',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00017_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00121_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00019_c'},\n", + " {'coefficient': 1,\n", + 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'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn00796_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': 'biotin synthase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn00796',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -2,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00074_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd01311_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00104_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00239_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'gapfilling',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '>',\n", 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0.0,\n", + " 'name': 'ATP:[L-glutamate:ammonia ligase (ADP-forming)] adenylyltransferase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn06390',\n", + " 'reverse_penalty': 0.657,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00002_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd11838_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00012_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd11841_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 2,\n", + " 'direction': '>',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn01930_c',\n", + " 'lower_bound': 0,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 0.0,\n", + " 'name': '3-Hydroxy-L-kynurenine hydrolase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn01930',\n", + " 'reverse_penalty': -0.2813,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00001_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd02065_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00035_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00483_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': ['~/complexes/id/cpx01720'],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '>',\n", + " 'base_cost': 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{'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd03307_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 2,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn01640_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': 'N-Formimino-L-glutamate iminohydrolase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn01640',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00001_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00344_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00013_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00770_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': ['~/complexes/id/cpx01272'],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 4,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn03403_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': 'R04999',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn03403',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd03468_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00001_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd03479_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'gapfilling',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '>',\n", + " 'base_cost': 2,\n", + " 'direction': '>',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn00242_c',\n", + " 'lower_bound': 0,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 0.0,\n", + " 'name': \"guanosine-3',5'-bis(diphosphate) 3'-diphosphohydrolase\",\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn00242',\n", + " 'reverse_penalty': 0.6257,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00001_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00905_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00012_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00031_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': ['~/complexes/id/cpx00737'],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 6,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn14274_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': '3alpha,7alpha-dihydroxy-5beta-cholestanoyl-CoA 25-epimerase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn14274',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd17482_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd17483_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 7,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn11277_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': 'ribose ABC transporter permease protein',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn11277',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_e'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd05267_e'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00105_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'gapfilling',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 5,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn00976_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': 'ITP:D-mannose 6-phosphotransferase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn00976',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00068_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00138_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00090_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00235_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 4,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn12641_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': 'RXN0-6977.c',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn12641',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00001_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd11585_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00033_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00035_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': ['~/complexes/id/cpx00045',\n", + " '~/complexes/id/cpx00046',\n", + " '~/complexes/id/cpx00047',\n", + " '~/complexes/id/cpx00048',\n", + " '~/complexes/id/cpx00049',\n", + " '~/complexes/id/cpx00050',\n", + " '~/complexes/id/cpx00051',\n", + " '~/complexes/id/cpx00052'],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 4,\n", + " 'direction': '=',\n", + " 'forward_penalty': 6.3523,\n", + " 'id': 'rxn02520_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': 'R03535',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn02520',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00598_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00986_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00001_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00097_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd03562_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'conditional',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '=',\n", + " 'base_cost': 7,\n", + " 'direction': '=',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn13528_c',\n", + " 'lower_bound': -1000,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 1000.0,\n", + " 'name': 'PPM-mycolate-synthase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn13528',\n", + " 'reverse_penalty': 0,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd16973_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd16982_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00001_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd16983_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'gapfilling',\n", + " 'upper_bound': 1000},\n", + " {'GapfillDirection': '>',\n", + " 'base_cost': 6,\n", + " 'direction': '>',\n", + " 'forward_penalty': 0,\n", + " 'id': 'rxn08439_c',\n", + " 'lower_bound': 0,\n", + " 'maxforflux': 1000,\n", + " 'maxrevflux': 0.0,\n", + " 'name': 'decanoyl-CoA hydrolase',\n", + " 'reaction_ref': 'kbase/default/reactions/id/rxn08439',\n", + " 'reverse_penalty': 0.4243,\n", + " 'templateReactionReagents': [{'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00001_c'},\n", + " {'coefficient': -1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd03128_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00010_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd00067_c'},\n", + " {'coefficient': 1,\n", + " 'templatecompcompound_ref': '~/compcompounds/id/cpd01107_c'}],\n", + " 'templatecompartment_ref': '~/compartments/id/c',\n", + " 'templatecomplex_refs': [],\n", + " 'type': 'gapfilling',\n", + " 'upper_bound': 1000},\n", + " ...],\n", + " 'roles': [{'aliases': ['msfr.1407'],\n", + " 'features': [],\n", + " 'id': 'ftr01407',\n", + " 'name': 'Lactate 2-monooxygenase (EC 1.13.12.4)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1406'],\n", + " 'features': [],\n", + " 'id': 'ftr01406',\n", + " 'name': 'Acetaldehyde dehydrogenase (EC 1.2.1.10)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1405'],\n", + " 'features': [],\n", + " 'id': 'ftr01405',\n", + " 'name': 'Aldehyde dehydrogenase (EC 1.2.1.3)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1404'],\n", + " 'features': [],\n", + " 'id': 'ftr01404',\n", + " 'name': 'Hypothetical protein AcuB, not involved in acetoin utilization',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1403'],\n", + " 'features': [],\n", + " 'id': 'ftr01403',\n", + " 'name': 'NAD-independent protein deacetylase AcuC',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1402'],\n", + " 'features': [],\n", + " 'id': 'ftr01402',\n", + " 'name': 'Acetyltransferase AcuA, acetyl-CoA synthetase inhibitor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1401'],\n", + " 'features': [],\n", + " 'id': 'ftr01401',\n", + " 'name': 'NAD-dependent protein deacetylase of SIR2 family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1400'],\n", + " 'features': [],\n", + " 'id': 'ftr01400',\n", + " 'name': 'Protein acetyltransferase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9784'],\n", + " 'features': [],\n", + " 'id': 'ftr09784',\n", + " 'name': 'LysR family transcriptional regulator YcjZ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9785'],\n", + " 'features': [],\n", + " 'id': 'ftr09785',\n", + " 'name': 'LysR family transcriptional regulator YdcI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9786'],\n", + " 'features': [],\n", + " 'id': 'ftr09786',\n", + " 'name': 'LysR family transcriptional regulator YfeR',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9787'],\n", + " 'features': [],\n", + " 'id': 'ftr09787',\n", + " 'name': 'LysR family transcriptional regulator YfiE',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9780'],\n", + " 'features': [],\n", + " 'id': 'ftr09780',\n", + " 'name': 'Transcriptional activator protein LysR',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6365'],\n", + " 'features': [],\n", + " 'id': 'ftr06365',\n", + " 'name': 'Adenylate cyclase, type IV (EC 4.6.1.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1409'],\n", + " 'features': [],\n", + " 'id': 'ftr01409',\n", + " 'name': '1-acyl-sn-glycerol-3-phosphate acyltransferase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1408'],\n", + " 'features': [],\n", + " 'id': 'ftr01408',\n", + " 'name': 'Acyl carrier protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6364'],\n", + " 'features': [],\n", + " 'id': 'ftr06364',\n", + " 'name': '3-oxo-5-alpha-steroid 4-dehydrogenase 2 (EC 1.3.99.5)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14295'],\n", + " 'features': [],\n", + " 'id': 'ftr14295',\n", + " 'name': 'T4-like phage protein, T4 GC1149',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:nicotinatedehydrogenase(ec)',\n", + " 'kegg:nicotinic acid hydroxylase (EC 1.17.1.5)',\n", + " 'kegg:nicotinate hydroxylase (EC 1.17.1.5)'],\n", + " 'features': [],\n", + " 'id': 'ftr30472',\n", + " 'name': 'nicotinate dehydrogenase (EC 1.17.1.5)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.6363'],\n", + " 'features': [],\n", + " 'id': 'ftr06363',\n", + " 'name': 'putative NOL1-NOP2-sun family nucleolar protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6362'],\n", + " 'features': [],\n", + " 'id': 'ftr06362',\n", + " 'name': 'Sun protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14878'],\n", + " 'features': [],\n", + " 'id': 'ftr14878',\n", + " 'name': 'NarL/NarP binding site 3 at hyb operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14879'],\n", + " 'features': [],\n", + " 'id': 'ftr14879',\n", + " 'name': 'NarL/NarP binding site 1 at hya operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6361'],\n", + " 'features': [],\n", + " 'id': 'ftr06361',\n", + " 'name': 'Sun/nucleolar protein family protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14870'],\n", + " 'features': [],\n", + " 'id': 'ftr14870',\n", + " 'name': 'ModE protected fragment upstream of narXL',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14871'],\n", + " 'features': [],\n", + " 'id': 'ftr14871',\n", + " 'name': 'putative ModE binding site upstream of narXL',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14872'],\n", + " 'features': [],\n", + " 'id': 'ftr14872',\n", + " 'name': 'promoter at hya operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6360'],\n", + " 'features': [],\n", + " 'id': 'ftr06360',\n", + " 'name': 'Vimentin',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14874'],\n", + " 'features': [],\n", + " 'id': 'ftr14874',\n", + " 'name': 'ArcA binding site upstream of hyb operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14875'],\n", + " 'features': [],\n", + " 'id': 'ftr14875',\n", + " 'name': 'NarL/NarP binding site 1 at hyb operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14876'],\n", + " 'features': [],\n", + " 'id': 'ftr14876',\n", + " 'name': 'NarL/NarP binding site 2 at hyb operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14291'],\n", + " 'features': [],\n", + " 'id': 'ftr14291',\n", + " 'name': 'Glycosyltransferase SypQ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16372'],\n", + " 'features': [],\n", + " 'id': 'ftr16372',\n", + " 'name': 'gadA promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14293'],\n", + " 'features': [],\n", + " 'id': 'ftr14293',\n", + " 'name': 'Phage T4-like protein, T4 GC0049',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['psfr.347'],\n", + " 'features': [],\n", + " 'id': 'ftr50347',\n", + " 'name': 'CYP81F4 monooxygenase',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['msfr.5645'],\n", + " 'features': [],\n", + " 'id': 'ftr05645',\n", + " 'name': 'Glutaminase (EC 3.5.1.2)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:3,4-dehydroadipyl-coasemialdehydedehydrogenase(nadp+)(ec)',\n", + " 'kegg:BoxD (EC 1.2.1.77)',\n", + " 'kegg:3,4-dehydroadipyl-CoA semialdehyde dehydrogenase (EC 1.2.1.77)'],\n", + " 'features': [],\n", + " 'id': 'ftr33191',\n", + " 'name': '3,4-dehydroadipyl-CoA semialdehyde dehydrogenase (NADP+) (EC 1.2.1.77)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['psfr.344'],\n", + " 'features': [],\n", + " 'id': 'ftr50344',\n", + " 'name': \"UDP-glucose:pyridoxine 5'-O-beta-D-glucosyltransferase (EC 2.4.1.160)\",\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['msfr.5644'],\n", + " 'features': [],\n", + " 'id': 'ftr05644',\n", + " 'name': 'Probable sulfate exporter tauZ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:carnitinedehydratase(ec)',\n", + " 'kegg:L-carnitine hydro-lyase (EC 4.2.1.89)'],\n", + " 'features': [],\n", + " 'id': 'ftr30765',\n", + " 'name': 'carnitine dehydratase (EC 4.2.1.89)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['psfr.763'],\n", + " 'features': ['AT2G30570'],\n", + " 'id': 'ftr50763',\n", + " 'name': 'Photosystem II protein PsbW (similar to Psb28)',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['msfr.5131'],\n", + " 'features': [],\n", + " 'id': 'ftr05131',\n", + " 'name': 'Putative alkylsulfatase (EC 1.14.11.17)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9781'],\n", + " 'features': [],\n", + " 'id': 'ftr09781',\n", + " 'name': 'Nitrogen assimilation regulatory protein Nac',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5646'],\n", + " 'features': [],\n", + " 'id': 'ftr05646',\n", + " 'name': 'Probable glutamate/gamma-aminobutyrate antiporter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6369'],\n", + " 'features': [],\n", + " 'id': 'ftr06369',\n", + " 'name': '4-hydroxythreonine-4-phosphate dehydrogenase (EC 1.1.1.262)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5137'],\n", + " 'features': [],\n", + " 'id': 'ftr05137',\n", + " 'name': 'SSU ribosomal protein S4p (S9e), mitochondrial',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6368'],\n", + " 'features': [],\n", + " 'id': 'ftr06368',\n", + " 'name': 'Putative ribosomal RNA small subunit methyltransferase J (EC 2.1.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5640'],\n", + " 'features': [],\n", + " 'id': 'ftr05640',\n", + " 'name': 'putative Taurine transporter, periplasmatic component',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:peptidasedo(ec)',\n", + " 'kegg:DegP (EC 3.4.21.107)',\n", + " 'kegg:DegP protease (EC 3.4.21.107)',\n", + " 'kegg:HtrA (EC 3.4.21.107)',\n", + " 'kegg:high temperature requirement protease A (EC 3.4.21.107)',\n", + " 'kegg:HrtA heat shock protein (EC 3.4.21.107)',\n", + " 'kegg:protease Do (EC 3.4.21.107)',\n", + " 'kegg:Do protease (EC 3.4.21.107)'],\n", + " 'features': [],\n", + " 'id': 'ftr30216',\n", + " 'name': 'peptidase Do (EC 3.4.21.107)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15743'],\n", + " 'features': [],\n", + " 'id': 'ftr15743',\n", + " 'name': 'N-acetylmuramic acid 6-phosphate etherase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8785'],\n", + " 'features': [],\n", + " 'id': 'ftr08785',\n", + " 'name': 'Putative uncharacterized protein STY4523 (Putative uncharacterized protein)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8784'],\n", + " 'features': [],\n", + " 'id': 'ftr08784',\n", + " 'name': 'Bucepa02001210 protein family (probably prophage associated)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8783'],\n", + " 'features': [],\n", + " 'id': 'ftr08783',\n", + " 'name': 'tRNA-binding protein YgjH',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5135'],\n", + " 'features': [],\n", + " 'id': 'ftr05135',\n", + " 'name': 'SSU ribosomal protein S2p (SAe), mitochondrial',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8781'],\n", + " 'features': [],\n", + " 'id': 'ftr08781',\n", + " 'name': 'Archaeal seryl-tRNA synthetase-related sequence',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8780'],\n", + " 'features': [],\n", + " 'id': 'ftr08780',\n", + " 'name': 'Prolyl-tRNA synthetase related protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5134'],\n", + " 'features': [],\n", + " 'id': 'ftr05134',\n", + " 'name': 'Polyribonucleotide nucleotidyltransferase (EC 2.7.7.8)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8145'],\n", + " 'features': [],\n", + " 'id': 'ftr08145',\n", + " 'name': 'Not a Proline racemase, nor 4-hydroxyproline epimerase [missing catalytic residues]',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8788'],\n", + " 'features': [],\n", + " 'id': 'ftr08788',\n", + " 'name': 'Putative uncharacterized protein STY4534 (Putative uncharacterized protein)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16374'],\n", + " 'features': [],\n", + " 'id': 'ftr16374',\n", + " 'name': 'psiE promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:23srrnapseudouridine2605synthase(ec)',\n", + " 'kegg:RluB (EC 5.4.99.22)',\n", + " 'kegg:YciL (EC 5.4.99.22)'],\n", + " 'features': [],\n", + " 'id': 'ftr32718',\n", + " 'name': '23S rRNA pseudouridine2605 synthase (EC 5.4.99.22)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:succinate-semialdehydedehydrogenase(nadp+)(ec)',\n", + " 'kegg:succinic semialdehyde dehydrogenase (NADP+) (EC 1.2.1.79)',\n", + " 'kegg:succinyl semialdehyde dehydrogenase (NADP+) (EC 1.2.1.79)',\n", + " 'kegg:succinate semialdehyde:NADP+ oxidoreductase (EC 1.2.1.79)',\n", + " 'kegg:NADP-dependent succinate-semialdehyde dehydrogenase (EC 1.2.1.79)',\n", + " 'kegg:GabD (EC 1.2.1.79)'],\n", + " 'features': [],\n", + " 'id': 'ftr33193',\n", + " 'name': 'succinate-semialdehyde dehydrogenase (NADP+) (EC 1.2.1.79)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.758'],\n", + " 'features': [],\n", + " 'id': 'ftr00758',\n", + " 'name': 'Oxaloacetate decarboxylase beta chain (EC 4.1.1.3)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.759'],\n", + " 'features': [],\n", + " 'id': 'ftr00759',\n", + " 'name': 'Oxaloacetate decarboxylase gamma chain (EC 4.1.1.3)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.208'],\n", + " 'features': [],\n", + " 'id': 'ftr00208',\n", + " 'name': 'Putative n-hydroxybenzoate hydroxylase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.209'],\n", + " 'features': [],\n", + " 'id': 'ftr00209',\n", + " 'name': '4-hydroxybenzoate transporter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:5-dehydro-2-deoxygluconokinase(ec)',\n", + " 'kegg:5-keto-2-deoxygluconokinase (EC 2.7.1.92)',\n", + " 'kegg:5-keto-2-deoxyglucono kinase (phosphorylating) (EC 2.7.1.92)',\n", + " 'kegg:DKH kinase (EC 2.7.1.92)'],\n", + " 'features': [],\n", + " 'id': 'ftr34660',\n", + " 'name': '5-dehydro-2-deoxygluconokinase (EC 2.7.1.92)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.202'],\n", + " 'features': [],\n", + " 'id': 'ftr00202',\n", + " 'name': 'AreB (Aryl-alcohol dehydrogenase) (EC 1.1.1.90)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.751'],\n", + " 'features': [],\n", + " 'id': 'ftr00751',\n", + " 'name': 'Two-component response regulator, malate (EC 2.7.3.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.200'],\n", + " 'features': [],\n", + " 'id': 'ftr00200',\n", + " 'name': 'putative facilitator of salicylate uptake',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.201'],\n", + " 'features': [],\n", + " 'id': 'ftr00201',\n", + " 'name': 'AreA (Esterase for aryl ester catabolic pathway) (EC 3.1.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.206'],\n", + " 'features': [],\n", + " 'id': 'ftr00206',\n", + " 'name': 'Maleylacetoacetate isomerase (EC 5.2.1.2)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.207'],\n", + " 'features': [],\n", + " 'id': 'ftr00207',\n", + " 'name': 'Fumarylacetoacetase (EC 3.7.1.2)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.204'],\n", + " 'features': [],\n", + " 'id': 'ftr00204',\n", + " 'name': 'regulator protein,AreR',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.205'],\n", + " 'features': [],\n", + " 'id': 'ftr00205',\n", + " 'name': 'Gentisate 1,2-dioxygenase (EC 1.13.11.4)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11969'],\n", + " 'features': [],\n", + " 'id': 'ftr11969',\n", + " 'name': 'Prepilin peptidase dependent protein A precursor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11968'],\n", + " 'features': [],\n", + " 'id': 'ftr11968',\n", + " 'name': 'FIG004819: Prepilin peptidase dependent protein B precursor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8439'],\n", + " 'features': [],\n", + " 'id': 'ftr08439',\n", + " 'name': 'ATP-dependent protease domain protein (EC 3.4.21.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8438'],\n", + " 'features': [],\n", + " 'id': 'ftr08438',\n", + " 'name': 'ATP-dependent protease La (EC 3.4.21.53)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8435'],\n", + " 'features': [],\n", + " 'id': 'ftr08435',\n", + " 'name': 'ATP-dependent Clp protease adaptor protein ClpS',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8434'],\n", + " 'features': [],\n", + " 'id': 'ftr08434',\n", + " 'name': 'Predicted thiazole transporter ThiU',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8437'],\n", + " 'features': [],\n", + " 'id': 'ftr08437',\n", + " 'name': 'Nucleotide excision repair protein, with UvrB/UvrC motif',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8436'],\n", + " 'features': [],\n", + " 'id': 'ftr08436',\n", + " 'name': 'ATP-dependent Clp protease, ATP-binding subunit ClpC',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8431'],\n", + " 'features': [],\n", + " 'id': 'ftr08431',\n", + " 'name': 'Thiaminase II (EC 3.5.99.2) involved in salvage of thiamin pyrimidine moiety',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8430'],\n", + " 'features': [],\n", + " 'id': 'ftr08430',\n", + " 'name': 'Hydroxyethylthiazole kinase (EC 2.7.1.50)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11967'],\n", + " 'features': [],\n", + " 'id': 'ftr11967',\n", + " 'name': 'YihE protein, a ser/thr kinase implicated in LPS synthesis and Cpx signalling',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8432'],\n", + " 'features': [],\n", + " 'id': 'ftr08432',\n", + " 'name': 'Hydroxymethylpyrimidine ABC transporter, substrate-binding component',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:phosphatidylinositol-4,5-bisphosphate4-phosphatase(ec)',\n", + " 'kegg:phosphatidylinositol-4,5-bisphosphate 4-phosphatase I (EC 3.1.3.78)',\n", + " 'kegg:phosphatidylinositol-4,5-bisphosphate 4-phosphatase II (EC 3.1.3.78)',\n", + " 'kegg:type I PtdIns-4,5-P2 4-Ptase (EC 3.1.3.78)',\n", + " 'kegg:type II PtdIns-4,5-P2 4-Ptase (EC 3.1.3.78)',\n", + " 'kegg:IpgD (EC 3.1.3.78)',\n", + " 'kegg:PtdIns-4,5-P2 4-phosphatase type I (EC 3.1.3.78)',\n", + " 'kegg:PtdIns-4,5-P2 4-phosphatase type II (EC 3.1.3.78)',\n", + " 'kegg:type I phosphatidylinositol-4,5-bisphosphate 4-phosphatase (EC 3.1.3.78)',\n", + " 'kegg:type 1 4-phosphatase (EC 3.1.3.78)'],\n", + " 'features': [],\n", + " 'id': 'ftr31355',\n", + " 'name': 'phosphatidylinositol-4,5-bisphosphate 4-phosphatase (EC 3.1.3.78)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.16376'],\n", + " 'features': [],\n", + " 'id': 'ftr16376',\n", + " 'name': 'yiaKLMNOPQRS promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14157'],\n", + " 'features': [],\n", + " 'id': 'ftr14157',\n", + " 'name': 'SpoVS-related protein, type 3',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:glyceroldehydratase(ec)',\n", + " 'kegg:glycerol dehydrase (EC 4.2.1.30)',\n", + " 'kegg:glycerol hydro-lyase (EC 4.2.1.30)'],\n", + " 'features': [],\n", + " 'id': 'ftr33537',\n", + " 'name': 'glycerol dehydratase (EC 4.2.1.30)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:biphenyl2,3-dioxygenase(ec)',\n", + " 'kegg:biphenyl dioxygenase (EC 1.14.12.18)'],\n", + " 'features': [],\n", + " 'id': 'ftr30748',\n", + " 'name': 'biphenyl 2,3-dioxygenase (EC 1.14.12.18)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:oxaloglycolatereductase(decarboxylating)(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr31404',\n", + " 'name': 'oxaloglycolate reductase (decarboxylating) (EC 1.1.1.92)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14405'],\n", + " 'features': [],\n", + " 'id': 'ftr14405',\n", + " 'name': 'Fimbriae-like adhesin FimI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:guanosine-diphosphatase(ec)',\n", + " 'kegg:GDPase (EC 3.6.1.42)'],\n", + " 'features': [],\n", + " 'id': 'ftr34165',\n", + " 'name': 'guanosine-diphosphatase (EC 3.6.1.42)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:long-chain-fatty-acyl-coareductase(ec)',\n", + " 'kegg:acyl-CoA reductase (EC 1.2.1.50)',\n", + " 'kegg:acyl coenzyme A reductase (EC 1.2.1.50)'],\n", + " 'features': [],\n", + " 'id': 'ftr31406',\n", + " 'name': 'long-chain-fatty-acyl-CoA reductase (EC 1.2.1.50)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:phenylacetyl-coadehydrogenase(ec)',\n", + " 'kegg:phenylacetyl-CoA:acceptor oxidoreductase (EC 1.17.5.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr30123',\n", + " 'name': 'phenylacetyl-CoA dehydrogenase (EC 1.17.5.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:galactosylacylglycerolo-acyltransferase(ec)',\n", + " 'kegg:acyl-acyl-carrier protein: lysomonogalactosyldiacylglycerol acyltransferase (EC 2.3.1.141)',\n", + " 'kegg:acyl-ACP:lyso-MGDG acyltransferase (EC 2.3.1.141)',\n", + " 'kegg:acyl-[acyl-carrier-protein]:D-galactosylacylglycerol O-acyltransferase (EC 2.3.1.141)'],\n", + " 'features': [],\n", + " 'id': 'ftr31407',\n", + " 'name': 'galactosylacylglycerol O-acyltransferase (EC 2.3.1.141)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:[myelin-proteolipid]o-palmitoyltransferase(ec)',\n", + " 'kegg:myelin PLP acyltransferase (EC 2.3.1.100)',\n", + " 'kegg:acyl-protein synthetase (EC 2.3.1.100)',\n", + " 'kegg:myelin-proteolipid O-palmitoyltransferase (EC 2.3.1.100)'],\n", + " 'features': [],\n", + " 'id': 'ftr31400',\n", + " 'name': '[myelin-proteolipid] O-palmitoyltransferase (EC 2.3.1.100)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:penicillopepsin(ec)',\n", + " 'kegg:peptidase A (EC 3.4.23.20)',\n", + " 'kegg:Penicillium janthinellum aspartic proteinase (EC 3.4.23.20)',\n", + " 'kegg:acid protease A (EC 3.4.23.20)',\n", + " 'kegg:Penicillium citrinum acid proteinase (EC 3.4.23.20)',\n", + " 'kegg:Penicillium cyclopium acid proteinase (EC 3.4.23.20)',\n", + " 'kegg:Penicillium expansum acid proteinase (EC 3.4.23.20)',\n", + " 'kegg:Penicillium janthinellum acid proteinase (EC 3.4.23.20)',\n", + " 'kegg:Penicillium expansum aspartic proteinase (EC 3.4.23.20)',\n", + " 'kegg:Penicillium aspartic proteinase (EC 3.4.23.20)',\n", + " 'kegg:Penicillium caseicolum aspartic proteinase (EC 3.4.23.20)',\n", + " 'kegg:Penicillium roqueforti acid proteinase (EC 3.4.23.20)',\n", + " 'kegg:Penicillium duponti aspartic proteinase (EC 3.4.23.20)',\n", + " 'kegg:Penicillium citrinum aspartic proteinase (EC 3.4.23.20)'],\n", + " 'features': [],\n", + " 'id': 'ftr33253',\n", + " 'name': 'penicillopepsin (EC 3.4.23.20)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:dolichyl-diphosphate---polyphosphatephosphotransferase(ec)',\n", + " 'kegg:dolichylpyrophosphate:polyphosphate phosphotransferase (EC 2.7.4.20)'],\n", + " 'features': [],\n", + " 'id': 'ftr30520',\n", + " 'name': 'dolichyl-diphosphate---polyphosphate phosphotransferase (EC 2.7.4.20)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:inositol-hexakisphosphatekinase(ec)',\n", + " 'kegg:ATP:1D-myo-inositol-hexakisphosphate phosphotransferase (EC 2.7.4.21)'],\n", + " 'features': [],\n", + " 'id': 'ftr30521',\n", + " 'name': 'inositol-hexakisphosphate kinase (EC 2.7.4.21)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:fatty-acido-methyltransferase(ec)',\n", + " 'kegg:fatty acid methyltransferase (EC 2.1.1.15)',\n", + " 'kegg:fatty acid O-methyltransferase (EC 2.1.1.15)'],\n", + " 'features': [],\n", + " 'id': 'ftr31403',\n", + " 'name': 'fatty-acid O-methyltransferase (EC 2.1.1.15)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:formatedehydrogenase(cytochrome)(ec)',\n", + " 'kegg:formate dehydrogenase (EC 1.2.2.1)',\n", + " 'kegg:formate:cytochrome b1 oxidoreductase (EC 1.2.2.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr32851',\n", + " 'name': 'formate dehydrogenase (cytochrome) (EC 1.2.2.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:psychosinesulfotransferase(ec)',\n", + " 'kegg:PAPS:psychosine sulphotransferase (EC 2.8.2.13)',\n", + " \"kegg:3'-phosphoadenosine 5'-phosphosulfate-psychosine sulphotransferase (EC 2.8.2.13)\"],\n", + " 'features': [],\n", + " 'id': 'ftr34389',\n", + " 'name': 'psychosine sulfotransferase (EC 2.8.2.13)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.16331'],\n", + " 'features': [],\n", + " 'id': 'ftr16331',\n", + " 'name': 'Chaperone-modulator protein CbpM',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:phosphatebutyryltransferase(ec)',\n", + " 'kegg:phosphotransbutyrylase (EC 2.3.1.19)'],\n", + " 'features': [],\n", + " 'id': 'ftr32450',\n", + " 'name': 'phosphate butyryltransferase (EC 2.3.1.19)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.5744'],\n", + " 'features': [],\n", + " 'id': 'ftr05744',\n", + " 'name': 'Nitrous oxide reductase maturation protein NosD',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:phosphoamidase(ec)',\n", + " 'kegg:creatine phosphatase (EC 3.9.1.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr34114',\n", + " 'name': 'phosphoamidase (EC 3.9.1.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14873'],\n", + " 'features': [],\n", + " 'id': 'ftr14873',\n", + " 'name': 'ArcA binding site upstream of hya operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:glyoxylatereductase(nadp+)(ec)',\n", + " 'kegg:NADPH-glyoxylate reductase (EC 1.1.1.79)',\n", + " 'kegg:glyoxylate reductase (NADP) (EC 1.1.1.79)'],\n", + " 'features': [],\n", + " 'id': 'ftr30526',\n", + " 'name': 'glyoxylate reductase (NADP+) (EC 1.1.1.79)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:dtdp-3-amino-3,6-dideoxy-alpha-d-glucopyranosetransaminase(ec)',\n", + " 'kegg:TylB (EC 2.6.1.89)',\n", + " 'kegg:TDP-3-keto-6-deoxy-D-glucose 3-aminotransferase (EC 2.6.1.89)',\n", + " 'kegg:TDP-3-dehydro-6-deoxy-D-glucose 3-aminotransferase (EC 2.6.1.89)',\n", + " 'kegg:dTDP-3-keto-6-deoxy-D-glucose 3-aminotransferase (EC 2.6.1.89)',\n", + " 'kegg:dTDP-3-dehydro-6-deoxy-D-glucose 3-aminotransferase (EC 2.6.1.89)'],\n", + " 'features': [],\n", + " 'id': 'ftr33109',\n", + " 'name': 'dTDP-3-amino-3,6-dideoxy-alpha-D-glucopyranose transaminase (EC 2.6.1.89)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:histidinol-phosphatetransaminase(ec)',\n", + " 'kegg:imidazolylacetolphosphate transaminase (EC 2.6.1.9)',\n", + " 'kegg:glutamic-imidazoleacetol phosphate transaminase (EC 2.6.1.9)',\n", + " 'kegg:histidinol phosphate aminotransferase (EC 2.6.1.9)',\n", + " 'kegg:imidazoleacetol phosphate transaminase (EC 2.6.1.9)',\n", + " 'kegg:L-histidinol phosphate aminotransferase (EC 2.6.1.9)',\n", + " 'kegg:histidine:imidazoleacetol phosphate transaminase (EC 2.6.1.9)',\n", + " 'kegg:IAP transaminase (EC 2.6.1.9)',\n", + " 'kegg:imidazolylacetolphosphate aminotransferase (EC 2.6.1.9)'],\n", + " 'features': [],\n", + " 'id': 'ftr33108',\n", + " 'name': 'histidinol-phosphate transaminase (EC 2.6.1.9)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:dtdp-3-amino-3,6-dideoxy-alpha-d-galactopyranosetransaminase(ec)',\n", + " 'kegg:dTDP-6-deoxy-D-xylohex-3-uloseaminase (EC 2.6.1.90)',\n", + " 'kegg:FdtB (EC 2.6.1.90)',\n", + " 'kegg:TDP-3-keto-6-deoxy-D-galactose-3-aminotransferase (EC 2.6.1.90)',\n", + " 'kegg:RavAMT (EC 2.6.1.90)',\n", + " 'kegg:TDP-3-keto-6-deoxy-D-galactose 3-aminotransferase (EC 2.6.1.90)',\n", + " 'kegg:TDP-3-dehydro-6-deoxy-D-galactose 3-aminotransferase (EC 2.6.1.90)'],\n", + " 'features': [],\n", + " 'id': 'ftr33107',\n", + " 'name': 'dTDP-3-amino-3,6-dideoxy-alpha-D-galactopyranose transaminase (EC 2.6.1.90)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:udp-4-amino-4,6-dideoxy-n-acetyl-beta-l-altrosaminetransaminase(ec)',\n", + " 'kegg:PseC (EC 2.6.1.92)'],\n", + " 'features': [],\n", + " 'id': 'ftr33106',\n", + " 'name': 'UDP-4-amino-4,6-dideoxy-N-acetyl-beta-L-altrosamine transaminase (EC 2.6.1.92)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:oximinotransferase(ec)',\n", + " 'kegg:transoximinase (EC 2.6.3.1)',\n", + " 'kegg:oximase (EC 2.6.3.1)',\n", + " 'kegg:pyruvate-acetone oximinotransferase (EC 2.6.3.1)',\n", + " 'kegg:transoximase (EC 2.6.3.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr33105',\n", + " 'name': 'oximinotransferase (EC 2.6.3.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:methylglyoxalreductase(nadh-dependent)(ec)',\n", + " 'kegg:methylglyoxal reductase (EC 1.1.1.78)',\n", + " 'kegg:D-lactaldehyde dehydrogenase (EC 1.1.1.78)'],\n", + " 'features': [],\n", + " 'id': 'ftr30527',\n", + " 'name': 'methylglyoxal reductase (NADH-dependent) (EC 1.1.1.78)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:4-hydroxy-2-oxovaleratealdolase(ec)',\n", + " 'kegg:4-hydroxy-2-ketovalerate aldolase (EC 4.1.3.39)',\n", + " 'kegg:HOA (EC 4.1.3.39)',\n", + " 'kegg:DmpG (EC 4.1.3.39)',\n", + " 'kegg:4-hydroxy-2-oxovalerate pyruvate-lyase (EC 4.1.3.39)',\n", + " 'kegg:4-hydroxy-2-oxopentanoate pyruvate-lyase (EC 4.1.3.39)'],\n", + " 'features': [],\n", + " 'id': 'ftr33103',\n", + " 'name': '4-hydroxy-2-oxovalerate aldolase (EC 4.1.3.39)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15599'],\n", + " 'features': [],\n", + " 'id': 'ftr15599',\n", + " 'name': 'Outer membrane protein N',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15039'],\n", + " 'features': [],\n", + " 'id': 'ftr15039',\n", + " 'name': 'H-NS protected region 1 at clyA gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:glutaminen-phenylacetyltransferase(ec)',\n", + " 'kegg:glutamine phenylacetyltransferase (EC 2.3.1.14)',\n", + " 'kegg:phenylacetyl-CoA:L-glutamine N-acetyltransferase (EC 2.3.1.14)'],\n", + " 'features': [],\n", + " 'id': 'ftr31409',\n", + " 'name': 'glutamine N-phenylacetyltransferase (EC 2.3.1.14)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.11297'],\n", + " 'features': [],\n", + " 'id': 'ftr11297',\n", + " 'name': 'Sensor histidine kinase VraS',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11296'],\n", + " 'features': [],\n", + " 'id': 'ftr11296',\n", + " 'name': 'ABC Fe3+ siderophore transporter, inner membrane subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11295'],\n", + " 'features': [],\n", + " 'id': 'ftr11295',\n", + " 'name': 'ABC-type spermidine/putrescine transport systems, ATPase components',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5745'],\n", + " 'features': [],\n", + " 'id': 'ftr05745',\n", + " 'name': 'Nitrous oxide reductase maturation protein NosR',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11293'],\n", + " 'features': [],\n", + " 'id': 'ftr11293',\n", + " 'name': 'FIG005478: Porin, Gram-negative type',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11292'],\n", + " 'features': [],\n", + " 'id': 'ftr11292',\n", + " 'name': 'Oligopeptide transport system permease protein OppB (TC 3.A.1.5.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11291'],\n", + " 'features': [],\n", + " 'id': 'ftr11291',\n", + " 'name': 'Outer membrane (iron.B12.siderophore.hemin) receptor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11290'],\n", + " 'features': [],\n", + " 'id': 'ftr11290',\n", + " 'name': 'ABC transporter (iron.B12.siderophore.hemin) , permease component',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:guanylatecyclase(ec)',\n", + " 'kegg:guanylyl cyclase (EC 4.6.1.2)',\n", + " 'kegg:guanyl cyclase (EC 4.6.1.2)',\n", + " 'kegg:GTP diphosphate-lyase (cyclizing) (EC 4.6.1.2)'],\n", + " 'features': [],\n", + " 'id': 'ftr32517',\n", + " 'name': 'guanylate cyclase (EC 4.6.1.2)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:ent-kaurenoicacidoxidase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr32516',\n", + " 'name': 'ent-kaurenoic acid oxidase (EC 1.14.13.79)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:flavin-containingmonooxygenase(ec)',\n", + " 'kegg:dimethylaniline oxidase (EC 1.14.13.8)',\n", + " 'kegg:dimethylaniline N-oxidase (EC 1.14.13.8)',\n", + " 'kegg:FAD-containing monooxygenase (EC 1.14.13.8)',\n", + " 'kegg:N,N-dimethylaniline monooxygenase (EC 1.14.13.8)',\n", + " 'kegg:DMA oxidase (EC 1.14.13.8)',\n", + " 'kegg:flavin mixed function oxidase (EC 1.14.13.8)',\n", + " \"kegg:Ziegler's enzyme (EC 1.14.13.8)\",\n", + " 'kegg:mixed-function amine oxidase (EC 1.14.13.8)',\n", + " 'kegg:FMO (EC 1.14.13.8)',\n", + " 'kegg:FMO-I (EC 1.14.13.8)',\n", + " 'kegg:FMO-II (EC 1.14.13.8)',\n", + " 'kegg:FMO1 (EC 1.14.13.8)',\n", + " 'kegg:FMO2 (EC 1.14.13.8)',\n", + " 'kegg:FMO3 (EC 1.14.13.8)',\n", + " 'kegg:FMO4 (EC 1.14.13.8)',\n", + " 'kegg:FMO5 (EC 1.14.13.8)',\n", + " 'kegg:flavin monooxygenase (EC 1.14.13.8)',\n", + " 'kegg:methylphenyltetrahydropyridine N-monooxygenase (EC 1.14.13.8)',\n", + " 'kegg:1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine:oxygen N-oxidoreductase (EC 1.14.13.8)',\n", + " 'kegg:dimethylaniline monooxygenase (N-oxide-forming) (EC 1.14.13.8)'],\n", + " 'features': [],\n", + " 'id': 'ftr32515',\n", + " 'name': 'flavin-containing monooxygenase (EC 1.14.13.8)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14877'],\n", + " 'features': [],\n", + " 'id': 'ftr14877',\n", + " 'name': 'NagC protected region (boxM) at manXYZ operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:asparaginase(ec)',\n", + " 'kegg:asparaginase II (EC 3.5.1.1)',\n", + " 'kegg:L-asparaginase (EC 3.5.1.1)',\n", + " 'kegg:colaspase (EC 3.5.1.1)',\n", + " 'kegg:elspar (EC 3.5.1.1)',\n", + " 'kegg:leunase (EC 3.5.1.1)',\n", + " 'kegg:crasnitin (EC 3.5.1.1)',\n", + " 'kegg:alpha-asparaginase (EC 3.5.1.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr32513',\n", + " 'name': 'asparaginase (EC 3.5.1.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.12092'],\n", + " 'features': [],\n", + " 'id': 'ftr12092',\n", + " 'name': 'Phage tail assembly',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11299'],\n", + " 'features': [],\n", + " 'id': 'ftr11299',\n", + " 'name': 'Putative methyltransferase associated with DUF414',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11298'],\n", + " 'features': [],\n", + " 'id': 'ftr11298',\n", + " 'name': 'Two component transcriptional regulator VraR',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12093'],\n", + " 'features': [],\n", + " 'id': 'ftr12093',\n", + " 'name': 'tail tube',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12928'],\n", + " 'features': [],\n", + " 'id': 'ftr12928',\n", + " 'name': 'Proposed lipoate regulatory protein YbeD',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12929'],\n", + " 'features': [],\n", + " 'id': 'ftr12929',\n", + " 'name': 'Transmembrane protein MT2276, clustered with lipoate gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7968'],\n", + " 'features': [],\n", + " 'id': 'ftr07968',\n", + " 'name': 'hydrogenase (cytochrome-c3 hydrogenase beta chain)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7966'],\n", + " 'features': [],\n", + " 'id': 'ftr07966',\n", + " 'name': 'Ni,Fe-hydrogenase III small subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7967'],\n", + " 'features': [],\n", + " 'id': 'ftr07967',\n", + " 'name': 'cytochrome-c3 hydrogenase alpha chain',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7964'],\n", + " 'features': [],\n", + " 'id': 'ftr07964',\n", + " 'name': 'Probable Ni/Fe-hydrogenase 2 B-type cytochrome subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7965'],\n", + " 'features': [],\n", + " 'id': 'ftr07965',\n", + " 'name': 'Ni,Fe-hydrogenase III large subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7962'],\n", + " 'features': [],\n", + " 'id': 'ftr07962',\n", + " 'name': 'FIG002961: Putative lipid carrier protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12921'],\n", + " 'features': [],\n", + " 'id': 'ftr12921',\n", + " 'name': 'L-Cystine ABC transporter, permease protein TcyB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7960'],\n", + " 'features': [],\n", + " 'id': 'ftr07960',\n", + " 'name': 'FIG002208: Acetyltransferase (EC 2.3.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7961'],\n", + " 'features': [],\n", + " 'id': 'ftr07961',\n", + " 'name': 'FIG001421: Putative protease',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10218'],\n", + " 'features': [],\n", + " 'id': 'ftr10218',\n", + " 'name': 'Ferrichrome-binding periplasmic protein precursor in superantigen-encoding pathogenicity islands SaPI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10219'],\n", + " 'features': [],\n", + " 'id': 'ftr10219',\n", + " 'name': 'Hypothetical SAR0385 homolog in superantigen-encoding pathogenicity islands SaPI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12096'],\n", + " 'features': [],\n", + " 'id': 'ftr12096',\n", + " 'name': 'Phage portal protein, PBSX',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10210'],\n", + " 'features': [],\n", + " 'id': 'ftr10210',\n", + " 'name': 'Hypothetical SAV0796 homolog in superantigen-encoding pathogenicity islands SaPI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10211'],\n", + " 'features': [],\n", + " 'id': 'ftr10211',\n", + " 'name': 'Hypothetical SAV0797 homolog in superantigen-encoding pathogenicity islands SaPI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10212'],\n", + " 'features': [],\n", + " 'id': 'ftr10212',\n", + " 'name': 'Hypothetical SAV0798 homolog in superantigen-encoding pathogenicity islands SaPI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10213'],\n", + " 'features': [],\n", + " 'id': 'ftr10213',\n", + " 'name': 'Hypothetical SAV0799 homolog in superantigen-encoding pathogenicity islands SaPI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10214'],\n", + " 'features': [],\n", + " 'id': 'ftr10214',\n", + " 'name': 'Putative terminase, superantigen-encoding pathogenicity islands SaPI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10215'],\n", + " 'features': [],\n", + " 'id': 'ftr10215',\n", + " 'name': 'Secreted protein Ear, superantigen-encoding pathogenicity islands SaPI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10216'],\n", + " 'features': [],\n", + " 'id': 'ftr10216',\n", + " 'name': 'Toxic shock syndrome toxin 1 (TSST-1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10217'],\n", + " 'features': [],\n", + " 'id': 'ftr10217',\n", + " 'name': 'Hypothetical SAV0801 homolog in superantigen-encoding pathogenicity islands SaPI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13740'],\n", + " 'features': [],\n", + " 'id': 'ftr13740',\n", + " 'name': 'VirE0 protein, induced by VirAG signaling system',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14519'],\n", + " 'features': [],\n", + " 'id': 'ftr14519',\n", + " 'name': 'Transposase and inactivated derivatives, IS5 family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14518'],\n", + " 'features': [],\n", + " 'id': 'ftr14518',\n", + " 'name': 'Transposase and inactivated derivatives, IS30 family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11749'],\n", + " 'features': [],\n", + " 'id': 'ftr11749',\n", + " 'name': 'FIG137864: putative endonuclease containing a URI domain',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11748'],\n", + " 'features': [],\n", + " 'id': 'ftr11748',\n", + " 'name': 'Acyl-CoA thioesterase YciA, involved in membrane biogenesis',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11745'],\n", + " 'features': [],\n", + " 'id': 'ftr11745',\n", + " 'name': 'ABC-type Na+ efflux pump, permease component',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11744'],\n", + " 'features': [],\n", + " 'id': 'ftr11744',\n", + " 'name': 'ABC-type Na+ transport system, ATPase component',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11031'],\n", + " 'features': [],\n", + " 'id': 'ftr11031',\n", + " 'name': 'Plasmid partitioning protein ParA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11746'],\n", + " 'features': [],\n", + " 'id': 'ftr11746',\n", + " 'name': 'FIG011065: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11741'],\n", + " 'features': [],\n", + " 'id': 'ftr11741',\n", + " 'name': 'FIG020042: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11740'],\n", + " 'features': [],\n", + " 'id': 'ftr11740',\n", + " 'name': 'FIG020374: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11743'],\n", + " 'features': [],\n", + " 'id': 'ftr11743',\n", + " 'name': 'FIG032621: Hydrolase, alpha/beta hydrolase fold family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11034'],\n", + " 'features': [],\n", + " 'id': 'ftr11034',\n", + " 'name': 'Hypothetical protein pVir0029, glutamine-rich',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14156'],\n", + " 'features': [],\n", + " 'id': 'ftr14156',\n", + " 'name': 'SpoVS-related protein, type 2',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:glutamate1-kinase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr33214',\n", + " 'name': 'glutamate 1-kinase (EC 2.7.2.13)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:phospholipid:diacylglycerolacyltransferase(ec)',\n", + " 'kegg:PDAT (EC 2.3.1.158)'],\n", + " 'features': [],\n", + " 'id': 'ftr30749',\n", + " 'name': 'phospholipid:diacylglycerol acyltransferase (EC 2.3.1.158)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15336'],\n", + " 'features': [],\n", + " 'id': 'ftr15336',\n", + " 'name': 'FIG00638803: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4439'],\n", + " 'features': [],\n", + " 'id': 'ftr04439',\n", + " 'name': 'Biosynthetic arginine decarboxylase (EC 4.1.1.19)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4438'],\n", + " 'features': [],\n", + " 'id': 'ftr04438',\n", + " 'name': 'Arginine permease RocE',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4431'],\n", + " 'features': [],\n", + " 'id': 'ftr04431',\n", + " 'name': 'Succinylornithine transaminase (EC 2.6.1.81)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4430'],\n", + " 'features': [],\n", + " 'id': 'ftr04430',\n", + " 'name': 'Succinylarginine dihydrolase (EC 3.5.3.23)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4433'],\n", + " 'features': [],\n", + " 'id': 'ftr04433',\n", + " 'name': 'Succinylglutamate desuccinylase (EC 3.5.1.96)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4432'],\n", + " 'features': [],\n", + " 'id': 'ftr04432',\n", + " 'name': 'Succinylglutamic semialdehyde dehydrogenase (EC 1.2.1.71)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4435'],\n", + " 'features': [],\n", + " 'id': 'ftr04435',\n", + " 'name': 'Ornithine aminotransferase (EC 2.6.1.13)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4434'],\n", + " 'features': [],\n", + " 'id': 'ftr04434',\n", + " 'name': 'Arginine pathway regulatory protein ArgR, repressor of arg regulon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4437'],\n", + " 'features': [],\n", + " 'id': 'ftr04437',\n", + " 'name': 'Arginine utilization regulatory protein RocR',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4436'],\n", + " 'features': [],\n", + " 'id': 'ftr04436',\n", + " 'name': 'Delta-1-pyrroline-5-carboxylate dehydrogenase (EC 1.5.1.12)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4127'],\n", + " 'features': [],\n", + " 'id': 'ftr04127',\n", + " 'name': 'Macrophage infectivity potentiator',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4126'],\n", + " 'features': [],\n", + " 'id': 'ftr04126',\n", + " 'name': 'FKBP-type peptidyl-prolyl cis-trans isomerase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4125'],\n", + " 'features': [],\n", + " 'id': 'ftr04125',\n", + " 'name': 'Protein F-related protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4124'],\n", + " 'features': [],\n", + " 'id': 'ftr04124',\n", + " 'name': 'Conserved protein YngD',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4123'],\n", + " 'features': [],\n", + " 'id': 'ftr04123',\n", + " 'name': 'Inner membrane thiol:disulfide oxidoreductase, DsbB-like',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4122'],\n", + " 'features': [],\n", + " 'id': 'ftr04122',\n", + " 'name': 'Nitric oxide reductase activation protein NorD',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4121'],\n", + " 'features': [],\n", + " 'id': 'ftr04121',\n", + " 'name': 'Nitric oxide reductase activation protein NorQ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4120'],\n", + " 'features': [],\n", + " 'id': 'ftr04120',\n", + " 'name': 'Nitrous oxide reductase maturation protein NosF (ATPase)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16469'],\n", + " 'features': [],\n", + " 'id': 'ftr16469',\n", + " 'name': 'hupB promoter P3',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4129'],\n", + " 'features': [],\n", + " 'id': 'ftr04129',\n", + " 'name': 'Iron-sulfur cluster-binding protein, Rieske family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4128'],\n", + " 'features': [],\n", + " 'id': 'ftr04128',\n", + " 'name': 'Membrane protein, suppressor for copper-sensitivity ScsD',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16330'],\n", + " 'features': [],\n", + " 'id': 'ftr16330',\n", + " 'name': 'TorCAD operon transcriptional regulatory protein TorR',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15745'],\n", + " 'features': [],\n", + " 'id': 'ftr15745',\n", + " 'name': 'FIG00638364: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:tyrosine---arginineligase(ec)',\n", + " 'kegg:tyrosyl-arginine synthase (EC 6.3.2.24)',\n", + " 'kegg:kyotorphin synthase (EC 6.3.2.24)',\n", + " 'kegg:kyotorphin-synthesizing enzyme (EC 6.3.2.24)',\n", + " 'kegg:kyotorphin synthetase (EC 6.3.2.24)'],\n", + " 'features': [],\n", + " 'id': 'ftr30450',\n", + " 'name': 'tyrosine---arginine ligase (EC 6.3.2.24)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:glutamylaminopeptidase(ec)',\n", + " 'kegg:aminopeptidase A (EC 3.4.11.7)',\n", + " 'kegg:aspartate aminopeptidase (EC 3.4.11.7)',\n", + " 'kegg:angiotensinase A (EC 3.4.11.7)',\n", + " 'kegg:glutamyl peptidase (EC 3.4.11.7)',\n", + " 'kegg:Ca2+-activated glutamate aminopeptidase (EC 3.4.11.7)',\n", + " 'kegg:membrane aminopeptidase II (EC 3.4.11.7)',\n", + " 'kegg:antigen BP-1/6C3 of mouse B lymphocytes (EC 3.4.11.7)',\n", + " 'kegg:L-aspartate aminopeptidase (EC 3.4.11.7)',\n", + " 'kegg:angiotensinase A2 (EC 3.4.11.7)'],\n", + " 'features': [],\n", + " 'id': 'ftr30452',\n", + " 'name': 'glutamyl aminopeptidase (EC 3.4.11.7)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:aminopeptidaseb(ec)',\n", + " 'kegg:arylamidase II (EC 3.4.11.6)',\n", + " 'kegg:arginine aminopeptidase (EC 3.4.11.6)',\n", + " 'kegg:arginyl aminopeptidase (EC 3.4.11.6)',\n", + " 'kegg:Cl--activated arginine aminopeptidase (EC 3.4.11.6)',\n", + " 'kegg:cytosol aminopeptidase IV (EC 3.4.11.6)',\n", + " 'kegg:L-arginine aminopeptidase (EC 3.4.11.6)'],\n", + " 'features': [],\n", + " 'id': 'ftr30453',\n", + " 'name': 'aminopeptidase B (EC 3.4.11.6)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:prolylaminopeptidase(ec)',\n", + " 'kegg:proline aminopeptidase (EC 3.4.11.5)',\n", + " 'kegg:Pro-X aminopeptidase (EC 3.4.11.5)',\n", + " 'kegg:cytosol aminopeptidase V (EC 3.4.11.5)',\n", + " 'kegg:proline iminopeptidase (EC 3.4.11.5)'],\n", + " 'features': [],\n", + " 'id': 'ftr30454',\n", + " 'name': 'prolyl aminopeptidase (EC 3.4.11.5)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:gamma-glutamylhistaminesynthase(ec)',\n", + " 'kegg:gamma-glutaminylhistamine synthetase (EC 6.3.2.18)',\n", + " 'kegg:gamma-GHA synthetase (EC 6.3.2.18)'],\n", + " 'features': [],\n", + " 'id': 'ftr30456',\n", + " 'name': 'gamma-glutamylhistamine synthase (EC 6.3.2.18)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.2878'],\n", + " 'features': [],\n", + " 'id': 'ftr02878',\n", + " 'name': 'Ribosomal RNA small subunit methyltransferase C (EC 2.1.1.52)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2877'],\n", + " 'features': [],\n", + " 'id': 'ftr02877',\n", + " 'name': 'Ribosomal RNA small subunit methyltransferase B (EC 2.1.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2876'],\n", + " 'features': [],\n", + " 'id': 'ftr02876',\n", + " 'name': 'Ribosomal RNA small subunit methyltransferase G (EC 2.1.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2875'],\n", + " 'features': [],\n", + " 'id': 'ftr02875',\n", + " 'name': 'Ribosomal small subunit pseudouridine synthase A (EC 4.2.1.70)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2874'],\n", + " 'features': [],\n", + " 'id': 'ftr02874',\n", + " 'name': 'Motility accessory factor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2873'],\n", + " 'features': [],\n", + " 'id': 'ftr02873',\n", + " 'name': 'Putative lipoprotein required for motility',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2872'],\n", + " 'features': [],\n", + " 'id': 'ftr02872',\n", + " 'name': 'Rrf2 family transcriptional regulator',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2871'],\n", + " 'features': [],\n", + " 'id': 'ftr02871',\n", + " 'name': 'Signal transduction protein CetB, mediates an energy taxis response',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2870'],\n", + " 'features': [],\n", + " 'id': 'ftr02870',\n", + " 'name': 'Signal transduction protein CetA, mediates an energy taxis response',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16165'],\n", + " 'features': [],\n", + " 'id': 'ftr16165',\n", + " 'name': 'Putative regulatory protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4292'],\n", + " 'features': [],\n", + " 'id': 'ftr04292',\n", + " 'name': 'Streptolysin S biosynthesis protein (SagF)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14263'],\n", + " 'features': [],\n", + " 'id': 'ftr14263',\n", + " 'name': 'Predicted sugar catabolic transcriptional regulator UgtR, RpiR family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16091'],\n", + " 'features': [],\n", + " 'id': 'ftr16091',\n", + " 'name': 'Biotin--protein ligase (EC 6.3.4.9, EC 6.3.4.10, EC 6.3.4.11, EC 6.3.4.15)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13529'],\n", + " 'features': [],\n", + " 'id': 'ftr13529',\n", + " 'name': 'Phage lysin, N-acetylmuramoyl-L-alanine amidase (EC 3.5.1.28)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13528'],\n", + " 'features': [],\n", + " 'id': 'ftr13528',\n", + " 'name': 'Phage peptidoglycan hydrolase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13527'],\n", + " 'features': [],\n", + " 'id': 'ftr13527',\n", + " 'name': 'Phage lysin (EC 3.2.1.17)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13526'],\n", + " 'features': [],\n", + " 'id': 'ftr13526',\n", + " 'name': 'Phage-associated HNH homing endonuclease',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13523'],\n", + " 'features': [],\n", + " 'id': 'ftr13523',\n", + " 'name': 'Phage inihibitor of recBCD nuclease',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13522'],\n", + " 'features': [],\n", + " 'id': 'ftr13522',\n", + " 'name': 'Phage Holliday junction resolvase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13521'],\n", + " 'features': [],\n", + " 'id': 'ftr13521',\n", + " 'name': 'Phage resolvase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15425'],\n", + " 'features': [],\n", + " 'id': 'ftr15425',\n", + " 'name': 'FIG00638290: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:glutathionethiolesterase(ec)',\n", + " 'kegg:citryl-glutathione thioesterhydrolase (EC 3.1.2.7)'],\n", + " 'features': [],\n", + " 'id': 'ftr34667',\n", + " 'name': 'glutathione thiolesterase (EC 3.1.2.7)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:glycyrrhizinatebeta-glucuronidase(ec)',\n", + " 'kegg:glycyrrhizin beta-hydrolase (EC 3.2.1.128)',\n", + " 'kegg:glycyrrhizin hydrolase (EC 3.2.1.128)',\n", + " 'kegg:glycyrrhizinic acid hydrolase (EC 3.2.1.128)'],\n", + " 'features': [],\n", + " 'id': 'ftr33363',\n", + " 'name': 'glycyrrhizinate beta-glucuronidase (EC 3.2.1.128)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:alpha-1,6-mannosyl-glycoprotein2-beta-n-acetylglucosaminyltransferase(ec)',\n", + " 'kegg:N-acetylglucosaminyltransferase II (EC 2.4.1.143)',\n", + " 'kegg:N-glycosyl-oligosaccharide-glycoprotein N-acetylglucosaminyltransferase II (EC 2.4.1.143)',\n", + " 'kegg:acetylglucosaminyltransferase II (EC 2.4.1.143)',\n", + " 'kegg:uridine diphosphoacetylglucosamine-mannoside alpha1->6-acetylglucosaminyltransferase (EC 2.4.1.143)',\n", + " 'kegg:uridine diphosphoacetylglucosamine-alpha-1,6-mannosylglycoprotein beta-1-2-N-acetylglucosaminyltransferase (EC 2.4.1.143)',\n", + " 'kegg:uridine diphosphoacetylglucosamine-alpha-D-mannoside beta1-2-acetylglucosaminyltransferase (EC 2.4.1.143)',\n", + " 'kegg:UDP-GlcNAc:mannoside alpha1-6 acetylglucosaminyltransferase (EC 2.4.1.143)',\n", + " 'kegg:alpha-1,6-mannosyl-glycoprotein beta-1,2-N-acetylglucosaminyltransferase (EC 2.4.1.143)',\n", + " 'kegg:GnTII (EC 2.4.1.143)'],\n", + " 'features': [],\n", + " 'id': 'ftr32061',\n", + " 'name': 'alpha-1,6-mannosyl-glycoprotein 2-beta-N-acetylglucosaminyltransferase (EC 2.4.1.143)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:nadp-retinoldehydrogenase(ec)',\n", + " 'kegg:all-trans retinal reductase (EC 1.1.1.300)',\n", + " 'kegg:all-trans-retinol dehydrogenase (EC 1.1.1.300)',\n", + " 'kegg:NADP(H)-dependent retinol dehydrogenase/reductase (EC 1.1.1.300)',\n", + " 'kegg:RDH11 (EC 1.1.1.300)',\n", + " 'kegg:RDH12 (EC 1.1.1.300)',\n", + " 'kegg:RDH13 (EC 1.1.1.300)',\n", + " 'kegg:RDH14 (EC 1.1.1.300)',\n", + " 'kegg:retinol dehydrogenase 12 (EC 1.1.1.300)',\n", + " 'kegg:retinol dehydrogenase 14 (EC 1.1.1.300)',\n", + " 'kegg:retinol dehydrogenase [NADP+] (EC 1.1.1.300)',\n", + " 'kegg:RalR1 (EC 1.1.1.300)',\n", + " 'kegg:PSDR1 (EC 1.1.1.300)'],\n", + " 'features': [],\n", + " 'id': 'ftr34120',\n", + " 'name': 'NADP-retinol dehydrogenase (EC 1.1.1.300)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.13418'],\n", + " 'features': [],\n", + " 'id': 'ftr13418',\n", + " 'name': 'Cyanophage-encoded phosphoribosylaminoimidazole-succinocarboxamide synthase protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:sphinganinekinase(ec)',\n", + " 'kegg:dihydrosphingosine kinase (EC 2.7.1.91)',\n", + " 'kegg:dihydrosphingosine kinase (phosphorylating) (EC 2.7.1.91)',\n", + " 'kegg:sphingosine kinase (phosphorylating) (EC 2.7.1.91)'],\n", + " 'features': [],\n", + " 'id': 'ftr34659',\n", + " 'name': 'sphinganine kinase (EC 2.7.1.91)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.16501'],\n", + " 'features': [],\n", + " 'id': 'ftr16501',\n", + " 'name': 'pts promoter P1b',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12216'],\n", + " 'features': [],\n", + " 'id': 'ftr12216',\n", + " 'name': 'Hypothetical protein YbbP, contains nucleotide-binding domain of DisA bacterial checkpoint controller',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12212'],\n", + " 'features': [],\n", + " 'id': 'ftr12212',\n", + " 'name': 'N1-specific pseudouridine methyltransferase NEP1, biosynthesis of m1acp3-psi in 18S/16S rRNA in Eukaryotes and Archaea',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13415'],\n", + " 'features': [],\n", + " 'id': 'ftr13415',\n", + " 'name': 'T4-like phage protein, T4 GC0918',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12210'],\n", + " 'features': [],\n", + " 'id': 'ftr12210',\n", + " 'name': 'N1-specific pseudouridine methyltransferase TrmY, biosynthesis of m1psi in tRNA at position 54 in Archaea',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12211'],\n", + " 'features': [],\n", + " 'id': 'ftr12211',\n", + " 'name': 'Pus10-like',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:aminobutyraldehydedehydrogenase(ec)',\n", + " 'kegg:gamma-guanidinobutyraldehyde dehydrogenase (ambiguous) (EC 1.2.1.19)',\n", + " 'kegg:ABAL dehydrogenase (EC 1.2.1.19)',\n", + " 'kegg:4-aminobutyraldehyde dehydrogenase (EC 1.2.1.19)',\n", + " 'kegg:4-aminobutanal dehydrogenase (EC 1.2.1.19)',\n", + " 'kegg:gamma-aminobutyraldehyde dehydroganase (EC 1.2.1.19)',\n", + " 'kegg:1-pyrroline dehydrogenase (EC 1.2.1.19)',\n", + " 'kegg:ABALDH (EC 1.2.1.19)',\n", + " 'kegg:YdcW (EC 1.2.1.19)'],\n", + " 'features': [],\n", + " 'id': 'ftr33864',\n", + " 'name': 'aminobutyraldehyde dehydrogenase (EC 1.2.1.19)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['psfr.496'],\n", + " 'features': ['AT1G01120',\n", + " 'AT1G04220',\n", + " 'AT1G07720',\n", + " 'AT1G19440',\n", + " 'AT1G25450',\n", + " 'AT1G68530',\n", + " 'AT1G71160',\n", + " 'AT2G15090',\n", + " 'AT2G16280',\n", + " 'AT2G26250',\n", + " 'AT2G26640',\n", + " 'AT2G28630',\n", + " 'AT2G46720',\n", + " 'AT3G10280',\n", + " 'AT3G52160',\n", + " 'AT4G34250',\n", + " 'AT4G34510',\n", + " 'AT4G34520',\n", + " 'AT5G04530',\n", + " 'AT5G43760',\n", + " 'AT5G49070'],\n", + " 'id': 'ftr50496',\n", + " 'name': 'Very-long-chain 3-oxoacyl-CoA synthase (EC 2.3.1.199)',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['msfr.16439'],\n", + " 'features': [],\n", + " 'id': 'ftr16439',\n", + " 'name': 'rot promoter P4',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['psfr.494'],\n", + " 'features': ['AT1G24100'],\n", + " 'id': 'ftr50494',\n", + " 'name': 'N-hydroxythioamide S-beta-glucosyltransferase (EC 2.4.1.195) in Trp, Phe, Tyr-derived glucosinolates biosynthesis',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['psfr.495'],\n", + " 'features': ['AT4G15093'],\n", + " 'id': 'ftr50495',\n", + " 'name': 'Extradiol ring-cleavage dioxygenase [caffealdehyde, other] (EC 1.13.-.-)',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['psfr.493'],\n", + " 'features': [],\n", + " 'id': 'ftr50493',\n", + " 'name': 'Sinapoylated glucosinolates modification, unresolved step',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['psfr.490'],\n", + " 'features': [],\n", + " 'id': 'ftr50490',\n", + " 'name': 'Cyclopropane desaturase (no EC)',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['msfr.3478'],\n", + " 'features': [],\n", + " 'id': 'ftr03478',\n", + " 'name': 'Integrase regulator R',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3479'],\n", + " 'features': [],\n", + " 'id': 'ftr03479',\n", + " 'name': 'Phage-related protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13297'],\n", + " 'features': [],\n", + " 'id': 'ftr13297',\n", + " 'name': 'Phage baseplate hub',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13296'],\n", + " 'features': [],\n", + " 'id': 'ftr13296',\n", + " 'name': 'hypothetical protein in PFGI-1-like cluster',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13291'],\n", + " 'features': [],\n", + " 'id': 'ftr13291',\n", + " 'name': 'Conjugative transfer protein PilO in PFGI-1-like cluster',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13290'],\n", + " 'features': [],\n", + " 'id': 'ftr13290',\n", + " 'name': 'Conjugative transfer protein PilN in PFGI-1-like cluster',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13293'],\n", + " 'features': [],\n", + " 'id': 'ftr13293',\n", + " 'name': 'Conjugative transfer protein PilR in PFGI-1-like cluster',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13292'],\n", + " 'features': [],\n", + " 'id': 'ftr13292',\n", + " 'name': 'Conjugative transfer protein PilP in PFGI-1-like cluster',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3470'],\n", + " 'features': [],\n", + " 'id': 'ftr03470',\n", + " 'name': 'Peptidyl-tRNA hydrolase, archaeal type (EC 3.1.1.29)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3471'],\n", + " 'features': [],\n", + " 'id': 'ftr03471',\n", + " 'name': 'corresponds to STY4528 from Accession AL513382: Salmonella typhi CT18',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3473'],\n", + " 'features': [],\n", + " 'id': 'ftr03473',\n", + " 'name': 'Glyceraldehyde-3-phosphate dehydrogenase/erythrose-4-phosphate dehydrogenase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3474'],\n", + " 'features': [],\n", + " 'id': 'ftr03474',\n", + " 'name': 'corresponds to STY4526 from Accession AL513382: Salmonella typhi CT18',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3475'],\n", + " 'features': [],\n", + " 'id': 'ftr03475',\n", + " 'name': 'Sporulation initiation inhibitor protein Soj',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3476'],\n", + " 'features': [],\n", + " 'id': 'ftr03476',\n", + " 'name': 'Chromosome (plasmid) partitioning protein ParA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3477'],\n", + " 'features': [],\n", + " 'id': 'ftr03477',\n", + " 'name': 'DNA topoisomerase III (EC 5.99.1.2)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7779'],\n", + " 'features': [],\n", + " 'id': 'ftr07779',\n", + " 'name': 'Transcriptional regulator, Hth-3 family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15742'],\n", + " 'features': [],\n", + " 'id': 'ftr15742',\n", + " 'name': 'FIG00638119: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7773'],\n", + " 'features': [],\n", + " 'id': 'ftr07773',\n", + " 'name': 'Photosystem P840 reaction center subunit PscC, cytochrome c-551',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7772'],\n", + " 'features': [],\n", + " 'id': 'ftr07772',\n", + " 'name': 'Photosystem P840 reaction center iron-sulfur subunit PscB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7770'],\n", + " 'features': [],\n", + " 'id': 'ftr07770',\n", + " 'name': 'Aldehyde dehydrogenase AlkH (EC 1.2.1.3)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7777'],\n", + " 'features': [],\n", + " 'id': 'ftr07777',\n", + " 'name': 'Ketoisovalerate oxidoreductase subunit VorC (EC 1.2.7.7)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7776'],\n", + " 'features': [],\n", + " 'id': 'ftr07776',\n", + " 'name': 'Ketoisovalerate oxidoreductase subunit VorB (EC 1.2.7.7)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7775'],\n", + " 'features': [],\n", + " 'id': 'ftr07775',\n", + " 'name': 'Ketoisovalerate oxidoreductase subunit VorA (EC 1.2.7.7)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7774'],\n", + " 'features': [],\n", + " 'id': 'ftr07774',\n", + " 'name': 'Photosystem P840 reaction center subunit PscD',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16507'],\n", + " 'features': [],\n", + " 'id': 'ftr16507',\n", + " 'name': 'gcvTHP promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15747'],\n", + " 'features': [],\n", + " 'id': 'ftr15747',\n", + " 'name': 'putative prophage integrase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:omega-hydroxydecanoatedehydrogenase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr34226',\n", + " 'name': 'omega-hydroxydecanoate dehydrogenase (EC 1.1.1.66)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15746'],\n", + " 'features': [],\n", + " 'id': 'ftr15746',\n", + " 'name': 'Uncharacterized protein YkfH',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:pyridoxine4-dehydrogenase(ec)',\n", + " 'kegg:pyridoxin dehydrogenase (EC 1.1.1.65)',\n", + " 'kegg:pyridoxol dehydrogenase (EC 1.1.1.65)',\n", + " 'kegg:pyridoxine dehydrogenase (EC 1.1.1.65)'],\n", + " 'features': [],\n", + " 'id': 'ftr34225',\n", + " 'name': 'pyridoxine 4-dehydrogenase (EC 1.1.1.65)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.8066'],\n", + " 'features': [],\n", + " 'id': 'ftr08066',\n", + " 'name': 'polysaccharide export protein, putative',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6172'],\n", + " 'features': [],\n", + " 'id': 'ftr06172',\n", + " 'name': 'Ferric vibriobactin, enterobactin transport system, ATP-binding protein ViuC (TC 3.A.1.14.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6173'],\n", + " 'features': [],\n", + " 'id': 'ftr06173',\n", + " 'name': 'Transcriptional regulator near Vibriobactin biosynthetic gene custer',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6170'],\n", + " 'features': [],\n", + " 'id': 'ftr06170',\n", + " 'name': 'Ferric vibriobactin, enterobactin transport system, permease protein ViuD (TC 3.A.1.14.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6171'],\n", + " 'features': [],\n", + " 'id': 'ftr06171',\n", + " 'name': 'Ferric vibriobactin, enterobactin transport system, permease protein ViuG (TC 3.A.1.14.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6176'],\n", + " 'features': [],\n", + " 'id': 'ftr06176',\n", + " 'name': 'Ferric vibriobactin, enterobactin transport system, permease protein VctG (TC 3.A.1.14.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6177'],\n", + " 'features': [],\n", + " 'id': 'ftr06177',\n", + " 'name': 'Ferric vibriobactin, enterobactin transport system, ATP-binding protein (TC 3.A.1.14.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6174'],\n", + " 'features': [],\n", + " 'id': 'ftr06174',\n", + " 'name': 'Ferric vibriobactin, enterobactin transport system, substrate-binding protein VctP (TC 3.A.1.14.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6175'],\n", + " 'features': [],\n", + " 'id': 'ftr06175',\n", + " 'name': 'Ferric vibriobactin, enterobactin transport system, permease protein VctD (TC 3.A.1.14.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:testosterone17beta-dehydrogenase(ec)',\n", + " 'kegg:17-ketoreductase (EC 1.1.1.63)',\n", + " 'kegg:17beta-HSD (EC 1.1.1.63)'],\n", + " 'features': [],\n", + " 'id': 'ftr34223',\n", + " 'name': 'testosterone 17beta-dehydrogenase (EC 1.1.1.63)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.6178'],\n", + " 'features': [],\n", + " 'id': 'ftr06178',\n", + " 'name': 'Transcriptional regulator, VCA0231 ortholog',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6179'],\n", + " 'features': [],\n", + " 'id': 'ftr06179',\n", + " 'name': 'Enterobactin receptor VctA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16504'],\n", + " 'features': [],\n", + " 'id': 'ftr16504',\n", + " 'name': 'rpoH promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:4-hydroxybutyratedehydrogenase(ec)',\n", + " 'kegg:gamma-hydroxybutyrate dehydrogenase (EC 1.1.1.61)'],\n", + " 'features': [],\n", + " 'id': 'ftr34221',\n", + " 'name': '4-hydroxybutyrate dehydrogenase (EC 1.1.1.61)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:typeisite-specificdeoxyribonuclease(ec)',\n", + " 'kegg:type I restriction enzyme (EC 3.1.21.3)',\n", + " 'kegg:deoxyribonuclease (ATP- and S-adenosyl-L-methionine-dependent) (EC 3.1.21.3)',\n", + " 'kegg:restriction-modification system (EC 3.1.21.3)',\n", + " 'kegg:deoxyribonuclease (adenosine triphosphate-hydrolyzing) (EC 3.1.21.3)',\n", + " 'kegg:adenosine triphosphate-dependent deoxyribonuclease (EC 3.1.21.3)',\n", + " 'kegg:ATP-dependent DNase (EC 3.1.21.3)',\n", + " 'kegg:type 1 site-specific deoxyribonuclease (EC 3.1.21.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr34663',\n", + " 'name': 'type I site-specific deoxyribonuclease (EC 3.1.21.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.8067'],\n", + " 'features': [],\n", + " 'id': 'ftr08067',\n", + " 'name': 'Hypothetical protein VpsF',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14615'],\n", + " 'features': [],\n", + " 'id': 'ftr14615',\n", + " 'name': 'Signal transduction histidine kinase, subgroup 2',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2693'],\n", + " 'features': [],\n", + " 'id': 'ftr02693',\n", + " 'name': 'Transcriptional regulator LuxZ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2692'],\n", + " 'features': [],\n", + " 'id': 'ftr02692',\n", + " 'name': 'Possible pyrimidine permease in reductive pathway',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2691'],\n", + " 'features': [],\n", + " 'id': 'ftr02691',\n", + " 'name': 'Beta-ureidopropionase, eukaryotic type (EC 3.5.1.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2690'],\n", + " 'features': [],\n", + " 'id': 'ftr02690',\n", + " 'name': 'Dihydropyrimidine dehydrogenase [NADP+] (EC 1.3.1.2)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2697'],\n", + " 'features': [],\n", + " 'id': 'ftr02697',\n", + " 'name': 'Mlr0777 protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2696'],\n", + " 'features': [],\n", + " 'id': 'ftr02696',\n", + " 'name': 'Sensory box/GGDEF family protein ScrC (involved in swarmer cell regulation)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2695'],\n", + " 'features': [],\n", + " 'id': 'ftr02695',\n", + " 'name': 'Extracellular solute binding protein ScrB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2694'],\n", + " 'features': [],\n", + " 'id': 'ftr02694',\n", + " 'name': 'Aminotransferase ScrA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2699'],\n", + " 'features': [],\n", + " 'id': 'ftr02699',\n", + " 'name': 'Amino acid regulated cytosolic protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2698'],\n", + " 'features': [],\n", + " 'id': 'ftr02698',\n", + " 'name': 'GTP-binding protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16505'],\n", + " 'features': [],\n", + " 'id': 'ftr16505',\n", + " 'name': 'cynTSX promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16340'],\n", + " 'features': [],\n", + " 'id': 'ftr16340',\n", + " 'name': 'uidAB promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:benzilreductase[(s)-benzoinforming](ec)',\n", + " 'kegg:YueD (EC 1.1.1.320)'],\n", + " 'features': [],\n", + " 'id': 'ftr32543',\n", + " 'name': 'benzil reductase [(S)-benzoin forming] (EC 1.1.1.320)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14618'],\n", + " 'features': [],\n", + " 'id': 'ftr14618',\n", + " 'name': 'WhiB-family transcriptional regulator',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:gdp-mannose3,5-epimerase(ec)',\n", + " 'kegg:GDP-D-mannose:GDP-L-galactose epimerase (EC 5.1.3.18)',\n", + " \"kegg:guanosine 5'-diphosphate D-mannose:guanosine 5'-diphosphate L-galactose epimerase (EC 5.1.3.18)\"],\n", + " 'features': [],\n", + " 'id': 'ftr30215',\n", + " 'name': 'GDP-mannose 3,5-epimerase (EC 5.1.3.18)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15426'],\n", + " 'features': [],\n", + " 'id': 'ftr15426',\n", + " 'name': 'FIG00638150: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14619'],\n", + " 'features': [],\n", + " 'id': 'ftr14619',\n", + " 'name': 'WhiB-like transcription regulator',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:d-sorbitoldehydrogenase(acceptor)(ec)',\n", + " 'kegg:D-sorbitol:(acceptor) 1-oxidoreductase (EC 1.1.99.21)'],\n", + " 'features': [],\n", + " 'id': 'ftr30212',\n", + " 'name': 'D-sorbitol dehydrogenase (acceptor) (EC 1.1.99.21)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:(-)-mentholdehydrogenase(ec)',\n", + " 'kegg:monoterpenoid dehydrogenase (EC 1.1.1.207)'],\n", + " 'features': [],\n", + " 'id': 'ftr31914',\n", + " 'name': '(-)-menthol dehydrogenase (EC 1.1.1.207)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.11884'],\n", + " 'features': [],\n", + " 'id': 'ftr11884',\n", + " 'name': 'mRNA 3-end processing factor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8782'],\n", + " 'features': [],\n", + " 'id': 'ftr08782',\n", + " 'name': 'Threonyl-tRNA synthetase-related protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:pinosylvinsynthase(ec)',\n", + " 'kegg:stilbene synthase (EC 2.3.1.146)',\n", + " 'kegg:pine stilbene synthase (EC 2.3.1.146)'],\n", + " 'features': [],\n", + " 'id': 'ftr31416',\n", + " 'name': 'pinosylvin synthase (EC 2.3.1.146)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:glycerophospholipidarachidonoyl-transferase(coa-independent)(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr31415',\n", + " 'name': 'glycerophospholipid arachidonoyl-transferase (CoA-independent) (EC 2.3.1.147)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.11885'],\n", + " 'features': [],\n", + " 'id': 'ftr11885',\n", + " 'name': 'FIG003033: Helicase domain protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:beta-glucogallin---tetrakisgalloylglucoseo-galloyltransferase(ec)',\n", + " 'kegg:beta-glucogallin-tetragalloylglucose 4-galloyltransferase (EC 2.3.1.143)',\n", + " 'kegg:beta-glucogallin:1,2,3,6-tetra-O-galloylglucose 4-O-galloyltransferase (EC 2.3.1.143)',\n", + " 'kegg:beta-glucogallin:1,2,3,6-tetra-O-galloyl-beta-D-glucose 4-O-galloyltransferase (EC 2.3.1.143)'],\n", + " 'features': [],\n", + " 'id': 'ftr31413',\n", + " 'name': 'beta-glucogallin---tetrakisgalloylglucose O-galloyltransferase (EC 2.3.1.143)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:inositol-trisphosphate3-kinase(ec)',\n", + " 'kegg:1D-myo-inositol-trisphosphate 3-kinase (EC 2.7.1.127)',\n", + " 'kegg:Ins(1,4,5)P3 3-kinase (EC 2.7.1.127)'],\n", + " 'features': [],\n", + " 'id': 'ftr30210',\n", + " 'name': 'inositol-trisphosphate 3-kinase (EC 2.7.1.127)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:piperidinen-piperoyltransferase(ec)',\n", + " 'kegg:piperidine piperoyltransferase (EC 2.3.1.145)',\n", + " 'kegg:piperoyl-CoA:piperidine N-piperoyltransferase (EC 2.3.1.145)'],\n", + " 'features': [],\n", + " 'id': 'ftr31411',\n", + " 'name': 'piperidine N-piperoyltransferase (EC 2.3.1.145)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:ecdysoneo-acyltransferase(ec)',\n", + " 'kegg:acyl-CoA:ecdysone acyltransferase (EC 2.3.1.139)',\n", + " 'kegg:fatty acyl-CoA:ecdysone acyltransferase (EC 2.3.1.139)'],\n", + " 'features': [],\n", + " 'id': 'ftr31410',\n", + " 'name': 'ecdysone O-acyltransferase (EC 2.3.1.139)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:alaninecarboxypeptidase(ec)',\n", + " 'kegg:N-benzoyl-L-alanine-amidohydrolase (EC 3.4.17.6)'],\n", + " 'features': [],\n", + " 'id': 'ftr33482',\n", + " 'name': 'alanine carboxypeptidase (EC 3.4.17.6)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.16190'],\n", + " 'features': [],\n", + " 'id': 'ftr16190',\n", + " 'name': 'Regulator of L-galactonate catabolism YjjM',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:terpentedienyl-diphosphatesynthase(ec)',\n", + " 'kegg:terpentedienol diphosphate synthase (EC 5.5.1.15)',\n", + " 'kegg:Cyc1 (EC 5.5.1.15)',\n", + " 'kegg:clerodadienyl diphosphate synthase (EC 5.5.1.15)'],\n", + " 'features': [],\n", + " 'id': 'ftr30211',\n", + " 'name': 'terpentedienyl-diphosphate synthase (EC 5.5.1.15)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:diadenosinehexaphosphatehydrolase(amp-forming)(ec)',\n", + " 'kegg:hAps1 (EC 3.6.1.60)',\n", + " 'kegg:NUDT11 (gene name) (EC 3.6.1.60)',\n", + " 'kegg:hAps2 (EC 3.6.1.60)',\n", + " 'kegg:NUDT10 (gene name) (EC 3.6.1.60)'],\n", + " 'features': [],\n", + " 'id': 'ftr33486',\n", + " 'name': 'diadenosine hexaphosphate hydrolase (AMP-forming) (EC 3.6.1.60)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:nucleoside-diphosphatase(ec)',\n", + " 'kegg:thiaminpyrophosphatase (EC 3.6.1.6)',\n", + " 'kegg:UDPase (EC 3.6.1.6)',\n", + " 'kegg:inosine diphosphatase (EC 3.6.1.6)',\n", + " 'kegg:adenosine diphosphatase (EC 3.6.1.6)',\n", + " 'kegg:IDPase (EC 3.6.1.6)',\n", + " 'kegg:ADPase (EC 3.6.1.6)',\n", + " 'kegg:adenosinepyrophosphatase (EC 3.6.1.6)',\n", + " 'kegg:guanosine diphosphatase (EC 3.6.1.6)',\n", + " \"kegg:guanosine 5'-diphosphatase (EC 3.6.1.6)\",\n", + " \"kegg:inosine 5'-diphosphatase (EC 3.6.1.6)\",\n", + " 'kegg:uridine diphosphatase (EC 3.6.1.6)',\n", + " \"kegg:uridine 5'-diphosphatase (EC 3.6.1.6)\",\n", + " 'kegg:nucleoside diphosphate phosphatase (EC 3.6.1.6)',\n", + " 'kegg:type B nucleoside diphosphatase (EC 3.6.1.6)',\n", + " 'kegg:GDPase (EC 3.6.1.6)',\n", + " 'kegg:CDPase (EC 3.6.1.6)',\n", + " \"kegg:nucleoside 5'-diphosphatase (EC 3.6.1.6)\",\n", + " 'kegg:type L nucleoside diphosphatase (EC 3.6.1.6)',\n", + " 'kegg:NDPase (EC 3.6.1.6)',\n", + " 'kegg:nucleoside diphosphate phosphohydrolase (EC 3.6.1.6)'],\n", + " 'features': [],\n", + " 'id': 'ftr33487',\n", + " 'name': 'nucleoside-diphosphatase (EC 3.6.1.6)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:pyruvatedehydrogenase(quinone)(ec)',\n", + " 'kegg:pyruvate dehydrogenase (EC 1.2.5.1)',\n", + " 'kegg:pyruvic dehydrogenase (EC 1.2.5.1)',\n", + " 'kegg:pyruvic (cytochrome b1) dehydrogenase (EC 1.2.5.1)',\n", + " 'kegg:pyruvate:ubiquinone-8-oxidoreductase (EC 1.2.5.1)',\n", + " 'kegg:pyruvate oxidase (ambiguous) (EC 1.2.5.1)',\n", + " 'kegg:pyruvate dehydrogenase (cytochrome) (incorrect) (EC 1.2.5.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr31419',\n", + " 'name': 'pyruvate dehydrogenase (quinone) (EC 1.2.5.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:limonoidglucosyltransferase(ec)',\n", + " 'kegg:uridine diphosphoglucose-limonoid glucosyltransferase (EC 2.4.1.210)'],\n", + " 'features': [],\n", + " 'id': 'ftr31418',\n", + " 'name': 'limonoid glucosyltransferase (EC 2.4.1.210)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['psfr.313'],\n", + " 'features': ['AT5G53580'],\n", + " 'id': 'ftr50313',\n", + " 'name': 'Pyridoxal reductase (EC 1.1.1.65)',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['searchname:typeiiisite-specificdeoxyribonuclease(ec)',\n", + " 'kegg:type III restriction enzyme (EC 3.1.21.5)',\n", + " 'kegg:restriction-modification system (EC 3.1.21.5)'],\n", + " 'features': [],\n", + " 'id': 'ftr34661',\n", + " 'name': 'type III site-specific deoxyribonuclease (EC 3.1.21.5)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:phycoerythrobilin:ferredoxinoxidoreductase(ec)',\n", + " 'kegg:PebB (EC 1.3.7.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr33924',\n", + " 'name': 'phycoerythrobilin:ferredoxin oxidoreductase (EC 1.3.7.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.13233'],\n", + " 'features': [],\n", + " 'id': 'ftr13233',\n", + " 'name': 'MazG-related protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:proteino-glcnacase(ec)',\n", + " 'kegg:OGA (EC 3.2.1.169)',\n", + " 'kegg:glycoside hydrolase O-GlcNAcase (EC 3.2.1.169)',\n", + " 'kegg:O-GlcNAcase (EC 3.2.1.169)',\n", + " 'kegg:BtGH84 (EC 3.2.1.169)',\n", + " 'kegg:O-GlcNAc hydrolase (EC 3.2.1.169)'],\n", + " 'features': [],\n", + " 'id': 'ftr31844',\n", + " 'name': 'protein O-GlcNAcase (EC 3.2.1.169)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:6-pyruvoyltetrahydropterinsynthase(ec)',\n", + " 'kegg:2-amino-4-oxo-6-[(1S,2R)-1,2-dihydroxy-3-triphosphooxypropyl]-7,8-dihydroxypteridine triphosphate lyase (EC 4.2.3.12)',\n", + " 'kegg:6-[(1S,2R)-1,2-dihydroxy-3-triphosphooxypropyl]-7,8-dihydropterin triphosphate-lyase (6-pyruvoyl-5,6,7,8-tetrahydropterin-forming) (EC 4.2.3.12)'],\n", + " 'features': [],\n", + " 'id': 'ftr34234',\n", + " 'name': '6-pyruvoyltetrahydropterin synthase (EC 4.2.3.12)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:6-hydroxynicotinatereductase(ec)',\n", + " 'kegg:6-oxotetrahydronicotinate dehydrogenase (EC 1.3.7.1)',\n", + " 'kegg:6-hydroxynicotinic reductase (EC 1.3.7.1)',\n", + " 'kegg:HNA reductase (EC 1.3.7.1)',\n", + " 'kegg:1,4,5,6-tetrahydro-6-oxonicotinate:ferredoxin oxidoreductase (EC 1.3.7.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr33926',\n", + " 'name': '6-hydroxynicotinate reductase (EC 1.3.7.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:3-deoxy-manno-octulosonate-8-phosphatase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr30259',\n", + " 'name': '3-deoxy-manno-octulosonate-8-phosphatase (EC 3.1.3.45)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:nad+---diphthamideadp-ribosyltransferase(ec)',\n", + " 'kegg:ADP-ribosyltransferase (EC 2.4.2.36)',\n", + " 'kegg:mono(ADPribosyl)transferase (EC 2.4.2.36)',\n", + " 'kegg:NAD---diphthamide ADP-ribosyltransferase (EC 2.4.2.36)'],\n", + " 'features': [],\n", + " 'id': 'ftr32689',\n", + " 'name': 'NAD+---diphthamide ADP-ribosyltransferase (EC 2.4.2.36)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.11159'],\n", + " 'features': [],\n", + " 'id': 'ftr11159',\n", + " 'name': 'Cyanoglobin',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:5,10-methenyltetrahydromethanopterinhydrogenase(ec)',\n", + " 'kegg:H2-forming N5,N10-methylenetetrahydromethanopterin dehydrogenase (EC 1.12.98.2)',\n", + " 'kegg:nonmetal hydrogenase (EC 1.12.98.2)',\n", + " 'kegg:N5,N10-methenyltetrahydromethanopterin hydrogenase (EC 1.12.98.2)',\n", + " 'kegg:hydrogen:N5,N10-methenyltetrahydromethanopterin oxidoreductase (EC 1.12.98.2)'],\n", + " 'features': [],\n", + " 'id': 'ftr32687',\n", + " 'name': '5,10-methenyltetrahydromethanopterin hydrogenase (EC 1.12.98.2)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:kexin(ec)',\n", + " 'kegg:yeast KEX2 protease (EC 3.4.21.61)',\n", + " 'kegg:proteinase yscF (EC 3.4.21.61)',\n", + " 'kegg:prohormone-processing endoprotease (EC 3.4.21.61)',\n", + " 'kegg:paired-basic endopeptidase (EC 3.4.21.61)',\n", + " 'kegg:yeast cysteine proteinase F (misleading) (EC 3.4.21.61)',\n", + " 'kegg:paired-basic endopeptidase (EC 3.4.21.61)',\n", + " 'kegg:andrenorphin-Gly-generating enzyme (EC 3.4.21.61)',\n", + " 'kegg:endoproteinase Kex2p (EC 3.4.21.61)',\n", + " 'kegg:gene KEX2 dibasic proteinase (EC 3.4.21.61)',\n", + " 'kegg:Kex 2p proteinase (EC 3.4.21.61)',\n", + " 'kegg:Kex2 endopeptidase (EC 3.4.21.61)',\n", + " 'kegg:Kex2 endoprotease (EC 3.4.21.61)',\n", + " 'kegg:Kex2 endoproteinase (EC 3.4.21.61)',\n", + " 'kegg:Kex2 protease (EC 3.4.21.61)',\n", + " 'kegg:proteinase Kex2p (EC 3.4.21.61)',\n", + " 'kegg:Kex2-like precursor protein processing endoprotease (EC 3.4.21.61)',\n", + " 'kegg:prohormone-processing KEX2 proteinase (EC 3.4.21.61)',\n", + " 'kegg:prohormone-processing proteinase (EC 3.4.21.61)',\n", + " 'kegg:proprotein convertase (EC 3.4.21.61)',\n", + " 'kegg:protease KEX2 (EC 3.4.21.61)',\n", + " 'kegg:Kex2 proteinase (EC 3.4.21.61)',\n", + " 'kegg:Kex2-like endoproteinase (EC 3.4.21.61)'],\n", + " 'features': [],\n", + " 'id': 'ftr32686',\n", + " 'name': 'kexin (EC 3.4.21.61)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:hydrogen:quinoneoxidoreductase(ec)',\n", + " 'kegg:hydrogen-ubiquinone oxidoreductase (EC 1.12.5.1)',\n", + " 'kegg:hydrogen:menaquinone oxidoreductase (EC 1.12.5.1)',\n", + " 'kegg:membrane-bound hydrogenase (EC 1.12.5.1)',\n", + " 'kegg:quinone-reactive Ni/Fe-hydrogenase (EC 1.12.5.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr32685',\n", + " 'name': 'hydrogen:quinone oxidoreductase (EC 1.12.5.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15003'],\n", + " 'features': [],\n", + " 'id': 'ftr15003',\n", + " 'name': 'CRP protected region 2 at ca-fix divergon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:ferredoxinhydrogenase(ec)',\n", + " 'kegg:H2 oxidizing hydrogenase (EC 1.12.7.2)',\n", + " 'kegg:H2 producing hydrogenase [ambiguous] (EC 1.12.7.2)',\n", + " 'kegg:bidirectional hydrogenase (EC 1.12.7.2)',\n", + " 'kegg:hydrogen-lyase [ambiguous] (EC 1.12.7.2)',\n", + " 'kegg:hydrogenase (ferredoxin) (EC 1.12.7.2)',\n", + " 'kegg:hydrogenase I (EC 1.12.7.2)',\n", + " 'kegg:hydrogenase II (EC 1.12.7.2)',\n", + " 'kegg:hydrogenlyase [ambiguous] (EC 1.12.7.2)',\n", + " 'kegg:uptake hydrogenase [ambiguous] (EC 1.12.7.2)'],\n", + " 'features': [],\n", + " 'id': 'ftr32683',\n", + " 'name': 'ferredoxin hydrogenase (EC 1.12.7.2)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.12751'],\n", + " 'features': [],\n", + " 'id': 'ftr12751',\n", + " 'name': 'Lipoate-protein ligase A type 2',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:fatty-acidperoxidase(ec)',\n", + " 'kegg:long chain fatty acid peroxidase (EC 1.11.1.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr32681',\n", + " 'name': 'fatty-acid peroxidase (EC 1.11.1.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:precorrin-3bsynthase(ec)',\n", + " 'kegg:precorrin-3X synthase (EC 1.14.13.83)',\n", + " 'kegg:CobG (EC 1.14.13.83)'],\n", + " 'features': [],\n", + " 'id': 'ftr32680',\n", + " 'name': 'precorrin-3B synthase (EC 1.14.13.83)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:xaa-methyl-hisdipeptidase(ec)',\n", + " 'kegg:anserinase (EC 3.4.13.5)',\n", + " 'kegg:aminoacyl-methylhistidine dipeptidase (EC 3.4.13.5)',\n", + " 'kegg:acetylhistidine deacetylase (EC 3.4.13.5)',\n", + " 'kegg:N-acetylhistidine deacetylase (EC 3.4.13.5)',\n", + " 'kegg:alpha-N-acetyl-L-histidine aminohydrolase (EC 3.4.13.5)',\n", + " 'kegg:X-methyl-His dipeptidase (EC 3.4.13.5)'],\n", + " 'features': [],\n", + " 'id': 'ftr34212',\n", + " 'name': 'Xaa-methyl-His dipeptidase (EC 3.4.13.5)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:beta-ala-hisdipeptidase(ec)',\n", + " 'kegg:serum carnosinase (EC 3.4.13.20)'],\n", + " 'features': [],\n", + " 'id': 'ftr34213',\n", + " 'name': 'beta-Ala-His dipeptidase (EC 3.4.13.20)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:xaa-hisdipeptidase(ec)',\n", + " 'kegg:aminoacylhistidine dipeptidase (EC 3.4.13.3)',\n", + " 'kegg:carnosinase (EC 3.4.13.3)',\n", + " 'kegg:homocarnosinase (EC 3.4.13.3)',\n", + " 'kegg:dipeptidase M (EC 3.4.13.3)',\n", + " 'kegg:X-His dipeptidase (EC 3.4.13.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr34210',\n", + " 'name': 'Xaa-His dipeptidase (EC 3.4.13.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.12750'],\n", + " 'features': [],\n", + " 'id': 'ftr12750',\n", + " 'name': 'Glycine riboswitch',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:aminopeptidasey(ec)',\n", + " 'kegg:aminopeptidase Co (EC 3.4.11.15)',\n", + " 'kegg:aminopeptidase (cobalt-activated) (EC 3.4.11.15)',\n", + " 'kegg:lysyl aminopeptidase (EC 3.4.11.15)'],\n", + " 'features': [],\n", + " 'id': 'ftr34216',\n", + " 'name': 'aminopeptidase Y (EC 3.4.11.15)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.8789'],\n", + " 'features': [],\n", + " 'id': 'ftr08789',\n", + " 'name': 'PUTATIVE PHENOL-DEGRADATIVE GENE REGULATOR TRANSCRIPTION REGULATOR PROTEIN',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:dipeptidasee(ec)',\n", + " 'kegg:aspartyl dipeptidase (EC 3.4.13.21)',\n", + " 'kegg:peptidase E (EC 3.4.13.21)',\n", + " 'kegg:PepE gene product (Salmonella typhimurium) (EC 3.4.13.21)'],\n", + " 'features': [],\n", + " 'id': 'ftr34214',\n", + " 'name': 'dipeptidase E (EC 3.4.13.21)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:d-ala-d-aladipeptidase(ec)',\n", + " 'kegg:D-alanyl-D-alanine dipeptidase (EC 3.4.13.22)',\n", + " 'kegg:vanX D-Ala-D-Ala dipeptidase (EC 3.4.13.22)',\n", + " 'kegg:VanX (EC 3.4.13.22)'],\n", + " 'features': [],\n", + " 'id': 'ftr34215',\n", + " 'name': 'D-Ala-D-Ala dipeptidase (EC 3.4.13.22)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.16099'],\n", + " 'features': [],\n", + " 'id': 'ftr16099',\n", + " 'name': 'FIG00639812: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:agmatinen4-coumaroyltransferase(ec)',\n", + " 'kegg:p-coumaroyl-CoA-agmatine N-p-coumaroyltransferase (EC 2.3.1.64)',\n", + " 'kegg:agmatine coumaroyltransferase (EC 2.3.1.64)',\n", + " 'kegg:4-coumaroyl-CoA:agmatine 4-N-coumaroyltransferase (EC 2.3.1.64)'],\n", + " 'features': [],\n", + " 'id': 'ftr34218',\n", + " 'name': 'agmatine N4-coumaroyltransferase (EC 2.3.1.64)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:propionyl-coacarboxylase(ec)',\n", + " 'kegg:propionyl coenzyme A carboxylase (EC 6.4.1.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr30219',\n", + " 'name': 'propionyl-CoA carboxylase (EC 6.4.1.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.12756'],\n", + " 'features': [],\n", + " 'id': 'ftr12756',\n", + " 'name': 'Phosphoglycolate phosphatase, archaeal type (EC 3.1.3.18)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9641'],\n", + " 'features': [],\n", + " 'id': 'ftr09641',\n", + " 'name': 'Oxidoreductase probably involved in sulfite reduction',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.930'],\n", + " 'features': [],\n", + " 'id': 'ftr00930',\n", + " 'name': 'Beta-ureidopropionase (EC 3.5.1.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9643'],\n", + " 'features': [],\n", + " 'id': 'ftr09643',\n", + " 'name': 'Ferredoxin--NADP(+) reductase, actinobacterial (eukaryote-like) type (EC 1.18.1.2)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9642'],\n", + " 'features': [],\n", + " 'id': 'ftr09642',\n", + " 'name': 'Ferredoxin--sulfite reductase, actinobacterial type (EC 1.8.7.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9645'],\n", + " 'features': [],\n", + " 'id': 'ftr09645',\n", + " 'name': 'Ferredoxin--sulfite reductase (EC 1.8.7.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9644'],\n", + " 'features': [],\n", + " 'id': 'ftr09644',\n", + " 'name': 'Ferredoxin-like protein involved in electron transfer',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9647'],\n", + " 'features': [],\n", + " 'id': 'ftr09647',\n", + " 'name': 'Conserved hypothetical protein probably involved in assimilatory sulfate reduction',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.931'],\n", + " 'features': [],\n", + " 'id': 'ftr00931',\n", + " 'name': 'N-methylhydantoinase (ATP-hydrolyzing) (EC 3.5.2.14)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9649'],\n", + " 'features': [],\n", + " 'id': 'ftr09649',\n", + " 'name': 'Phosphosulfolactate synthase (EC 4.4.1.19)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9648'],\n", + " 'features': [],\n", + " 'id': 'ftr09648',\n", + " 'name': 'Conserved hypothetical protein probably involved in sulfate reduction',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:stearoyl-coa9-desaturase(ec)',\n", + " 'kegg:Delta9-desaturase (EC 1.14.19.1)',\n", + " 'kegg:acyl-CoA desaturase (EC 1.14.19.1)',\n", + " 'kegg:fatty acid desaturase (EC 1.14.19.1)',\n", + " 'kegg:stearoyl-CoA, hydrogen-donor:oxygen oxidoreductase (EC 1.14.19.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr31843',\n", + " 'name': 'stearoyl-CoA 9-desaturase (EC 1.14.19.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.932'],\n", + " 'features': [],\n", + " 'id': 'ftr00932',\n", + " 'name': 'Hydantoin permease',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.923'],\n", + " 'features': [],\n", + " 'id': 'ftr00923',\n", + " 'name': 'Putative ESAT-secreted protein, BA2187 homolog',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.922'],\n", + " 'features': [],\n", + " 'id': 'ftr00922',\n", + " 'name': 'Putative ESAT-secreted protein, BA2188 homolog',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.921'],\n", + " 'features': [],\n", + " 'id': 'ftr00921',\n", + " 'name': 'Putative ESAT-secreted protein, BA2189 homolog',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.436'],\n", + " 'features': [],\n", + " 'id': 'ftr00436',\n", + " 'name': 'Alpha-acetolactate decarboxylase (EC 4.1.1.5)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.927'],\n", + " 'features': [],\n", + " 'id': 'ftr00927',\n", + " 'name': 'Hydantoinase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.926'],\n", + " 'features': [],\n", + " 'id': 'ftr00926',\n", + " 'name': 'Hydantoin racemase (EC 5.1.99.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.925'],\n", + " 'features': [],\n", + " 'id': 'ftr00925',\n", + " 'name': 'Tetratrico-peptide repeat (TPR) protein within ESAT-6 gene cluster',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.924'],\n", + " 'features': [],\n", + " 'id': 'ftr00924',\n", + " 'name': 'Repetitive hypothetical protein in ESAT cluster, BH0979 homolog',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16353'],\n", + " 'features': [],\n", + " 'id': 'ftr16353',\n", + " 'name': 'secB promoter P2',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.934'],\n", + " 'features': [],\n", + " 'id': 'ftr00934',\n", + " 'name': 'Allantoinase (EC 3.5.2.5)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.929'],\n", + " 'features': [],\n", + " 'id': 'ftr00929',\n", + " 'name': 'N-carbamoyl-L-amino acid hydrolase (EC 3.5.1.87)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.928'],\n", + " 'features': [],\n", + " 'id': 'ftr00928',\n", + " 'name': 'Dihydropyrimidinase (EC 3.5.2.2)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.439'],\n", + " 'features': [],\n", + " 'id': 'ftr00439',\n", + " 'name': 'Ribosomal protein L3 methyltransferase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14432'],\n", + " 'features': [],\n", + " 'id': 'ftr14432',\n", + " 'name': 'Thiamine-triphosphatase (EC 3.6.1.28)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16355'],\n", + " 'features': [],\n", + " 'id': 'ftr16355',\n", + " 'name': 'gapB-pgk promoter P0',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.935'],\n", + " 'features': [],\n", + " 'id': 'ftr00935',\n", + " 'name': 'Putative Histidine ammonia-lyase (EC 4.3.1.3)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11153'],\n", + " 'features': [],\n", + " 'id': 'ftr11153',\n", + " 'name': 'Adenosine kinase (EC 2.7.1.20)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.936'],\n", + " 'features': [],\n", + " 'id': 'ftr00936',\n", + " 'name': 'Putative Allantokinase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:(s)-cheilanthifolinesynthase(ec)',\n", + " 'kegg:(S)-scoulerine oxidase (methylenedioxy-bridge-forming) (EC 1.14.21.2)'],\n", + " 'features': [],\n", + " 'id': 'ftr30496',\n", + " 'name': '(S)-cheilanthifoline synthase (EC 1.14.21.2)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.11406'],\n", + " 'features': [],\n", + " 'id': 'ftr11406',\n", + " 'name': 'PEF-CTERM protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.937'],\n", + " 'features': [],\n", + " 'id': 'ftr00937',\n", + " 'name': 'hydantoin racemase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11155'],\n", + " 'features': [],\n", + " 'id': 'ftr11155',\n", + " 'name': 'putative Adenosine kinase (EC 2.7.1.20)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1344'],\n", + " 'features': [],\n", + " 'id': 'ftr01344',\n", + " 'name': 'D-cysteine desulfhydrase (EC 4.4.1.15)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1345'],\n", + " 'features': [],\n", + " 'id': 'ftr01345',\n", + " 'name': 'pyridoxal phosphate-dependent deaminase, putative',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1346'],\n", + " 'features': [],\n", + " 'id': 'ftr01346',\n", + " 'name': 'Ribonucleotide reductase of class Ia (aerobic), alpha subunit (EC 1.17.4.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1347'],\n", + " 'features': [],\n", + " 'id': 'ftr01347',\n", + " 'name': 'Ribonucleotide reductase of class Ia (aerobic), beta subunit (EC 1.17.4.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14436'],\n", + " 'features': [],\n", + " 'id': 'ftr14436',\n", + " 'name': 'Thiaminase 1 (EC 2.5.1.2), putative',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1343'],\n", + " 'features': [],\n", + " 'id': 'ftr01343',\n", + " 'name': '1-aminocyclopropane-1-carboxylate deaminase (EC 3.5.99.7)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16431'],\n", + " 'features': [],\n", + " 'id': 'ftr16431',\n", + " 'name': 'putative xE170-binding site at rrnB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6214'],\n", + " 'features': [],\n", + " 'id': 'ftr06214',\n", + " 'name': 'LSU ribosomal protein L3p (L3e), chloroplast',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1348'],\n", + " 'features': [],\n", + " 'id': 'ftr01348',\n", + " 'name': 'Ribonucleotide reductase of class Ib (aerobic), alpha subunit (EC 1.17.4.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1349'],\n", + " 'features': [],\n", + " 'id': 'ftr01349',\n", + " 'name': 'Ribonucleotide reductase of class Ib (aerobic), beta subunit (EC 1.17.4.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.699'],\n", + " 'features': [],\n", + " 'id': 'ftr00699',\n", + " 'name': 'Formate dehydrogenase-O, major subunit (EC 1.2.1.2)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10174'],\n", + " 'features': [],\n", + " 'id': 'ftr10174',\n", + " 'name': 'Translation elongation factor 1 beta subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10177'],\n", + " 'features': [],\n", + " 'id': 'ftr10177',\n", + " 'name': 'Translation elongation factor 3',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10176'],\n", + " 'features': [],\n", + " 'id': 'ftr10176',\n", + " 'name': 'Translation elongation factor 1 delta subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10171'],\n", + " 'features': [],\n", + " 'id': 'ftr10171',\n", + " 'name': '2-amino-3-carboxymuconate-6-semialdehyde decarboxylase (EC 4.1.1.45)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:(s)-stylopinesynthase(ec)',\n", + " 'kegg:(S)-cheilanthifoline oxidase (methylenedioxy-bridge-forming) (EC 1.14.21.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr30497',\n", + " 'name': '(S)-stylopine synthase (EC 1.14.21.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.10173'],\n", + " 'features': [],\n", + " 'id': 'ftr10173',\n", + " 'name': '2-aminomuconate deaminase (EC 3.5.99.5)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10172'],\n", + " 'features': [],\n", + " 'id': 'ftr10172',\n", + " 'name': '2-aminomuconate semialdehyde dehydrogenase (EC 1.2.1.32)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.691'],\n", + " 'features': [],\n", + " 'id': 'ftr00691',\n", + " 'name': 'Hydrogenase-4 component A (EC 1.-.-.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.690'],\n", + " 'features': [],\n", + " 'id': 'ftr00690',\n", + " 'name': 'Hydrogenase-4 component H (EC 1.-.-.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.693'],\n", + " 'features': [],\n", + " 'id': 'ftr00693',\n", + " 'name': 'NAD-dependent formate dehydrogenase delta subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.692'],\n", + " 'features': [],\n", + " 'id': 'ftr00692',\n", + " 'name': 'Hydrogenase-4 transcriptional activator',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.695'],\n", + " 'features': [],\n", + " 'id': 'ftr00695',\n", + " 'name': 'NAD-dependent formate dehydrogenase alpha subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.694'],\n", + " 'features': [],\n", + " 'id': 'ftr00694',\n", + " 'name': 'NAD-dependent formate dehydrogenase gamma subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.697'],\n", + " 'features': [],\n", + " 'id': 'ftr00697',\n", + " 'name': 'Formate hydrogenlyase transcriptional activator',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.696'],\n", + " 'features': [],\n", + " 'id': 'ftr00696',\n", + " 'name': 'NAD-dependent formate dehydrogenase beta subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:unspecificperoxygenase(ec)',\n", + " 'kegg:aromatic peroxygenase (EC 1.11.2.1)',\n", + " 'kegg:mushroom peroxygenase (EC 1.11.2.1)',\n", + " 'kegg:haloperoxidase-peroxygenase (EC 1.11.2.1)',\n", + " 'kegg:Agrocybe aegerita peroxidase (EC 1.11.2.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr32381',\n", + " 'name': 'unspecific peroxygenase (EC 1.11.2.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:tryptophansynthase(ec)',\n", + " 'kegg:L-tryptophan synthetase (EC 4.2.1.20)',\n", + " 'kegg:indoleglycerol phosphate aldolase (EC 4.2.1.20)',\n", + " 'kegg:tryptophan desmolase (EC 4.2.1.20)',\n", + " 'kegg:tryptophan synthetase (EC 4.2.1.20)',\n", + " 'kegg:L-serine hydro-lyase (adding indoleglycerol-phosphate) (EC 4.2.1.20)'],\n", + " 'features': [],\n", + " 'id': 'ftr30490',\n", + " 'name': 'tryptophan synthase (EC 4.2.1.20)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:xanthinedehydrogenase(ec)',\n", + " 'kegg:NAD+-xanthine dehydrogenase (EC 1.17.1.4)',\n", + " 'kegg:xanthine-NAD+ oxidoreductase (EC 1.17.1.4)',\n", + " 'kegg:xanthine/NAD+ oxidoreductase (EC 1.17.1.4)',\n", + " 'kegg:xanthine oxidoreductase (EC 1.17.1.4)'],\n", + " 'features': [],\n", + " 'id': 'ftr30473',\n", + " 'name': 'xanthine dehydrogenase (EC 1.17.1.4)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:alpha-santonin1,2-reductase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr32163',\n", + " 'name': 'alpha-santonin 1,2-reductase (EC 1.3.1.47)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:hydrogenase(nad+,ferredoxin)(ec)',\n", + " 'kegg:bifurcating [FeFe] hydrogenase (EC 1.12.1.4)'],\n", + " 'features': [],\n", + " 'id': 'ftr32385',\n", + " 'name': 'hydrogenase (NAD+, ferredoxin) (EC 1.12.1.4)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.4332'],\n", + " 'features': [],\n", + " 'id': 'ftr04332',\n", + " 'name': 'Glycosyltransferase PglI (EC 2.4.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4333'],\n", + " 'features': [],\n", + " 'id': 'ftr04333',\n", + " 'name': 'Putative conserved polyketide synthase-associated protein PapA5',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4330'],\n", + " 'features': [],\n", + " 'id': 'ftr04330',\n", + " 'name': 'Putative lipoprotein LppX precursor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4331'],\n", + " 'features': [],\n", + " 'id': 'ftr04331',\n", + " 'name': 'Putative membrane protein MmpL7',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4336'],\n", + " 'features': [],\n", + " 'id': 'ftr04336',\n", + " 'name': 'POSSIBLE RHAMNOSYL TRANSFERASE WBBL2',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4337'],\n", + " 'features': [],\n", + " 'id': 'ftr04337',\n", + " 'name': 'Probable alcohol dehydrogenase Adh (EC 1.1.1.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4334'],\n", + " 'features': [],\n", + " 'id': 'ftr04334',\n", + " 'name': 'Putative uncharacterized protein BCG_1584c',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4335'],\n", + " 'features': [],\n", + " 'id': 'ftr04335',\n", + " 'name': 'PROBABLE TRANSPOSASE FOR INSERTION SEQUENCE ELEMENT IS1533',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9258'],\n", + " 'features': [],\n", + " 'id': 'ftr09258',\n", + " 'name': 'NADH dehydrogenase subunit 5, Involved in CO2 fixation',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4339'],\n", + " 'features': [],\n", + " 'id': 'ftr04339',\n", + " 'name': 'hypothetical protein Rv1517',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16196'],\n", + " 'features': [],\n", + " 'id': 'ftr16196',\n", + " 'name': 'FIG00640556: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7603'],\n", + " 'features': [],\n", + " 'id': 'ftr07603',\n", + " 'name': 'DedA family inner membrane protein YdjZ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:glutathionesynthase(ec)',\n", + " 'kegg:glutathione synthetase (EC 6.3.2.3)',\n", + " 'kegg:GSH synthetase (EC 6.3.2.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr30675',\n", + " 'name': 'glutathione synthase (EC 6.3.2.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.2234'],\n", + " 'features': [],\n", + " 'id': 'ftr02234',\n", + " 'name': 'Probable sugar efflux transporter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:mevaldatereductase(ec)',\n", + " 'kegg:mevalonic dehydrogenase (EC 1.1.1.32)'],\n", + " 'features': [],\n", + " 'id': 'ftr30997',\n", + " 'name': 'mevaldate reductase (EC 1.1.1.32)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.6437'],\n", + " 'features': [],\n", + " 'id': 'ftr06437',\n", + " 'name': 'Putative deoxyribonuclease similar to YcfH, type 5',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7601'],\n", + " 'features': [],\n", + " 'id': 'ftr07601',\n", + " 'name': 'DedA family inner membrane protein YabI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14070'],\n", + " 'features': [],\n", + " 'id': 'ftr14070',\n", + " 'name': 'FIG005032: Putative cytoplasmic protein YbdZ in enterobactin biosynthesis operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.750'],\n", + " 'features': [],\n", + " 'id': 'ftr00750',\n", + " 'name': 'Two-component sensor histidine kinase, malate (EC 2.7.3.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14072'],\n", + " 'features': [],\n", + " 'id': 'ftr14072',\n", + " 'name': 'Enterobactin esterase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2892'],\n", + " 'features': [],\n", + " 'id': 'ftr02892',\n", + " 'name': '23S rRNA (Uracil-5-) -methyltransferase rumA (EC 2.1.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14074'],\n", + " 'features': [],\n", + " 'id': 'ftr14074',\n", + " 'name': 'Ferric enterobactin uptake protein FepE',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14075'],\n", + " 'features': [],\n", + " 'id': 'ftr14075',\n", + " 'name': 'Outer membrane receptor for ferric enterobactin and colicins B, D',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14076'],\n", + " 'features': [],\n", + " 'id': 'ftr14076',\n", + " 'name': 'Transcriptional regulator of AraC family, enterobactin-dependent, predicted',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14077'],\n", + " 'features': [],\n", + " 'id': 'ftr14077',\n", + " 'name': 'Outer membrane receptor for ferric enterobactin PfeA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14078'],\n", + " 'features': [],\n", + " 'id': 'ftr14078',\n", + " 'name': 'Two-component sensor histidine kinase PfeS, enterobactin',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7607'],\n", + " 'features': [],\n", + " 'id': 'ftr07607',\n", + " 'name': 'Tetrathionate reductase subunit B (1.8.99.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.752'],\n", + " 'features': [],\n", + " 'id': 'ftr00752',\n", + " 'name': 'Malate permease',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:lathosteroloxidase(ec)',\n", + " 'kegg:Delta7-sterol Delta5-dehydrogenase (EC 1.14.21.6)',\n", + " 'kegg:Delta7-sterol 5-desaturase (EC 1.14.21.6)',\n", + " 'kegg:Delta7-sterol-C5(6)-desaturase (EC 1.14.21.6)',\n", + " 'kegg:5-DES (EC 1.14.21.6)'],\n", + " 'features': [],\n", + " 'id': 'ftr30492',\n", + " 'name': 'lathosterol oxidase (EC 1.14.21.6)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.753'],\n", + " 'features': [],\n", + " 'id': 'ftr00753',\n", + " 'name': 'Malate Na(+) symporter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16040'],\n", + " 'features': [],\n", + " 'id': 'ftr16040',\n", + " 'name': 'Putative xylanase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.754'],\n", + " 'features': [],\n", + " 'id': 'ftr00754',\n", + " 'name': 'Aerobic C4-dicarboxylate transporter for fumarate, L-malate, D-malate, succunate, aspartate',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2232'],\n", + " 'features': [],\n", + " 'id': 'ftr02232',\n", + " 'name': 'putative hemin permease',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:alaninetransaminase(ec)',\n", + " 'kegg:glutamic-pyruvic transaminase (EC 2.6.1.2)',\n", + " 'kegg:glutamic-alanine transaminase (EC 2.6.1.2)',\n", + " 'kegg:GPT (EC 2.6.1.2)',\n", + " 'kegg:beta-alanine aminotransferase (EC 2.6.1.2)',\n", + " 'kegg:alanine aminotransferase (EC 2.6.1.2)',\n", + " 'kegg:alanine-alpha-ketoglutarate aminotransferase (EC 2.6.1.2)',\n", + " 'kegg:alanine-pyruvate aminotransferase (EC 2.6.1.2)',\n", + " 'kegg:ALT (EC 2.6.1.2)',\n", + " 'kegg:glutamic acid-pyruvic acid transaminase (EC 2.6.1.2)',\n", + " 'kegg:glutamic-pyruvic aminotransferase (EC 2.6.1.2)',\n", + " 'kegg:L-alanine aminotransferase (EC 2.6.1.2)',\n", + " 'kegg:L-alanine transaminase (EC 2.6.1.2)',\n", + " 'kegg:L-alanine-alpha-ketoglutarate aminotransferase (EC 2.6.1.2)',\n", + " 'kegg:pyruvate transaminase (EC 2.6.1.2)',\n", + " 'kegg:pyruvate-alanine aminotransferase (EC 2.6.1.2)',\n", + " 'kegg:pyruvate-glutamate transaminase (EC 2.6.1.2)'],\n", + " 'features': [],\n", + " 'id': 'ftr34768',\n", + " 'name': 'alanine transaminase (EC 2.6.1.2)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.755'],\n", + " 'features': [],\n", + " 'id': 'ftr00755',\n", + " 'name': 'Malolactic enzyme (EC 1.-.-.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8952'],\n", + " 'features': [],\n", + " 'id': 'ftr08952',\n", + " 'name': 'DNA-directed RNA polymerase gamma subunit (EC 2.7.7.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.756'],\n", + " 'features': [],\n", + " 'id': 'ftr00756',\n", + " 'name': 'Malolactic regulator',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8953'],\n", + " 'features': [],\n", + " 'id': 'ftr08953',\n", + " 'name': \"DNA-directed RNA polymerase delta (= beta'') subunit (EC 2.7.7.6)\",\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.757'],\n", + " 'features': [],\n", + " 'id': 'ftr00757',\n", + " 'name': 'Oxaloacetate decarboxylase alpha chain (EC 4.1.1.3)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': [\"searchname:thyroxine5'-deiodinase(ec)\",\n", + " \"kegg:diiodothyronine 5'-deiodinase [ambiguous] (EC 1.97.1.10)\",\n", + " \"kegg:iodothyronine 5'-deiodinase (EC 1.97.1.10)\",\n", + " 'kegg:iodothyronine outer ring monodeiodinase (EC 1.97.1.10)',\n", + " 'kegg:type I iodothyronine deiodinase (EC 1.97.1.10)',\n", + " 'kegg:type II iodothyronine deiodinase (EC 1.97.1.10)',\n", + " 'kegg:thyroxine 5-deiodinase [misleading] (EC 1.97.1.10)',\n", + " 'kegg:L-thyroxine iodohydrolase (reducing) (EC 1.97.1.10)'],\n", + " 'features': [],\n", + " 'id': 'ftr30192',\n", + " 'name': \"thyroxine 5'-deiodinase (EC 1.97.1.10)\",\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.8950'],\n", + " 'features': [],\n", + " 'id': 'ftr08950',\n", + " 'name': 'Choline permease LicB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15528'],\n", + " 'features': [],\n", + " 'id': 'ftr15528',\n", + " 'name': \"N,N'-diacetylchitobiose-specific 6-phospho-beta-glucosidase (EC 3.2.1.86)\",\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:valinedecarboxylase(ec)',\n", + " 'kegg:leucine decarboxylase (EC 4.1.1.14)',\n", + " 'kegg:L-valine carboxy-lyase (EC 4.1.1.14)'],\n", + " 'features': [],\n", + " 'id': 'ftr31075',\n", + " 'name': 'valine decarboxylase (EC 4.1.1.14)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['psfr.654'],\n", + " 'features': ['AT1G10760'],\n", + " 'id': 'ftr50654',\n", + " 'name': 'Starch, water dikinase (EC 2.7.9.4)',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['msfr.8951'],\n", + " 'features': [],\n", + " 'id': 'ftr08951',\n", + " 'name': 'Cholinephosphate cytidylyltransferase (EC 2.7.7.15)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:malateoxidase(ec)',\n", + " 'kegg:FAD-dependent malate oxidase (EC 1.1.3.3)',\n", + " 'kegg:malic oxidase (EC 1.1.3.3)',\n", + " 'kegg:malic dehydrogenase II (EC 1.1.3.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr31074',\n", + " 'name': 'malate oxidase (EC 1.1.3.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:n-acetylmuramoyl-l-alanyl-d-glutamyl-l-lysyl-(n6-triglycine)-d-alanyl-d-alanine-diphosphoundecaprenyl-n-acetylglucosamine:glycineglycyltransferase(ec)',\n", + " 'kegg:femB (gene name) (EC 2.3.2.18)'],\n", + " 'features': [],\n", + " 'id': 'ftr31077',\n", + " 'name': 'N-acetylmuramoyl-L-alanyl-D-glutamyl-L-lysyl-(N6-triglycine)-D-alanyl-D-alanine-diphosphoundecaprenyl-N-acetylglucosamine:glycine glycyltransferase (EC 2.3.2.18)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.16419'],\n", + " 'features': [],\n", + " 'id': 'ftr16419',\n", + " 'name': 'dsdXA promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14216'],\n", + " 'features': [],\n", + " 'id': 'ftr14216',\n", + " 'name': 'Novel 5-ketogluconate epimerase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14217'],\n", + " 'features': [],\n", + " 'id': 'ftr14217',\n", + " 'name': 'Predicted arabinose isomerase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14210'],\n", + " 'features': [],\n", + " 'id': 'ftr14210',\n", + " 'name': 'Putative alpha-glucosidase (EC 3.2.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8954'],\n", + " 'features': [],\n", + " 'id': 'ftr08954',\n", + " 'name': 'DNA-directed RNA polymerase delta subunit (EC 2.7.7.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8955'],\n", + " 'features': [],\n", + " 'id': 'ftr08955',\n", + " 'name': 'Glutathione-dependent formaldehyde-activating enzyme (EC 4.4.1.22)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14218'],\n", + " 'features': [],\n", + " 'id': 'ftr14218',\n", + " 'name': 'Predicted alpha-arabinosides ABC transport system, permease protein 2',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14219'],\n", + " 'features': [],\n", + " 'id': 'ftr14219',\n", + " 'name': 'Predicted alpha-arabinosides ABC transport system, permease protein 1',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:oxalatecoa-transferase(ec)',\n", + " 'kegg:succinyl---beta-ketoacyl-CoA transferase (EC 2.8.3.2)',\n", + " 'kegg:oxalate coenzyme A-transferase (EC 2.8.3.2)'],\n", + " 'features': [],\n", + " 'id': 'ftr31070',\n", + " 'name': 'oxalate CoA-transferase (EC 2.8.3.2)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15037'],\n", + " 'features': [],\n", + " 'id': 'ftr15037',\n", + " 'name': 'CRP site 2 at rhaBAD/rhaSR divergon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4841'],\n", + " 'features': [],\n", + " 'id': 'ftr04841',\n", + " 'name': 'Multidrug efflux transporter MexB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15035'],\n", + " 'features': [],\n", + " 'id': 'ftr15035',\n", + " 'name': 'CRP site 3 at rhaBAD/rhaSR divergon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4843'],\n", + " 'features': [],\n", + " 'id': 'ftr04843',\n", + " 'name': 'Transcriptional regulator MexR',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4844'],\n", + " 'features': [],\n", + " 'id': 'ftr04844',\n", + " 'name': 'COG0779: clustered with transcription termination protein NusA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4845'],\n", + " 'features': [],\n", + " 'id': 'ftr04845',\n", + " 'name': 'Transcription termination protein NusA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4598'],\n", + " 'features': [],\n", + " 'id': 'ftr04598',\n", + " 'name': 'CI-like repressor [SA bacteriophages 11, Mu50B]',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4599'],\n", + " 'features': [],\n", + " 'id': 'ftr04599',\n", + " 'name': 'Cro-like repressor [SA bacteriophages 11, Mu50B]',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4596'],\n", + " 'features': [],\n", + " 'id': 'ftr04596',\n", + " 'name': 'Hypothetical protein, SAV0849 homolog [SA bacteriophages 11, Mu50B]',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4849'],\n", + " 'features': [],\n", + " 'id': 'ftr04849',\n", + " 'name': 'YlxP-like protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4594'],\n", + " 'features': [],\n", + " 'id': 'ftr04594',\n", + " 'name': 'Excisionase [SA bacteriophages 11, Mu50B]',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4592'],\n", + " 'features': [],\n", + " 'id': 'ftr04592',\n", + " 'name': 'L-2-amino-thiazoline-4-carboxylic acid hydrolase (EC 3.5.2.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4590'],\n", + " 'features': [],\n", + " 'id': 'ftr04590',\n", + " 'name': 'L-2-Amino-thiazoline-4-carboxylic acid hydrolase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4591'],\n", + " 'features': [],\n", + " 'id': 'ftr04591',\n", + " 'name': 'Putative N-carbamyl-L-cysteine amidohydrolase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6990'],\n", + " 'features': [],\n", + " 'id': 'ftr06990',\n", + " 'name': 'LSU ribosomal protein L5p (L11e)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6991'],\n", + " 'features': [],\n", + " 'id': 'ftr06991',\n", + " 'name': 'LSU ribosomal protein L6p (L9e)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6992'],\n", + " 'features': [],\n", + " 'id': 'ftr06992',\n", + " 'name': 'LSU ribosomal protein L7/L12 (L23e)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6993'],\n", + " 'features': [],\n", + " 'id': 'ftr06993',\n", + " 'name': 'Firmicutes ribosomal L7Ae family protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6994'],\n", + " 'features': [],\n", + " 'id': 'ftr06994',\n", + " 'name': 'LSU ribosomal protein L10p (P0)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6995'],\n", + " 'features': [],\n", + " 'id': 'ftr06995',\n", + " 'name': 'LSU ribosomal protein L11p (L12e)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6996'],\n", + " 'features': [],\n", + " 'id': 'ftr06996',\n", + " 'name': 'LSU ribosomal protein L13p (L13Ae)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6997'],\n", + " 'features': [],\n", + " 'id': 'ftr06997',\n", + " 'name': 'LSU ribosomal protein L14p (L23e)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6998'],\n", + " 'features': [],\n", + " 'id': 'ftr06998',\n", + " 'name': 'LSU ribosomal protein L15p (L27Ae)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6999'],\n", + " 'features': [],\n", + " 'id': 'ftr06999',\n", + " 'name': 'LSU ribosomal protein L16p (L10e)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11963'],\n", + " 'features': [],\n", + " 'id': 'ftr11963',\n", + " 'name': 'FIG007697: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:cytochrome-cperoxidase(ec)',\n", + " 'kegg:cytochrome peroxidase (EC 1.11.1.5)',\n", + " 'kegg:cytochrome c-551 peroxidase (EC 1.11.1.5)',\n", + " 'kegg:apocytochrome c peroxidase (EC 1.11.1.5)',\n", + " 'kegg:mesocytochrome c peroxidase azide (EC 1.11.1.5)',\n", + " 'kegg:mesocytochrome c peroxidase cyanide (EC 1.11.1.5)',\n", + " 'kegg:mesocytochrome c peroxidase cyanate (EC 1.11.1.5)',\n", + " 'kegg:cytochrome c-H2O oxidoreductase (EC 1.11.1.5)',\n", + " 'kegg:cytochrome c peroxidase (EC 1.11.1.5)'],\n", + " 'features': [],\n", + " 'id': 'ftr32661',\n", + " 'name': 'cytochrome-c peroxidase (EC 1.11.1.5)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.3315'],\n", + " 'features': [],\n", + " 'id': 'ftr03315',\n", + " 'name': '2-amino-3-ketobutyrate coenzyme A ligase (EC 2.3.1.29)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3314'],\n", + " 'features': [],\n", + " 'id': 'ftr03314',\n", + " 'name': 'L-threonine 3-dehydrogenase (EC 1.1.1.103)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3317'],\n", + " 'features': [],\n", + " 'id': 'ftr03317',\n", + " 'name': 'Phytoene desaturase, pro-zeta-carotene producing (EC 1.-.-.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3316'],\n", + " 'features': [],\n", + " 'id': 'ftr03316',\n", + " 'name': 'Phytoene synthase (EC 2.5.1.32)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3311'],\n", + " 'features': [],\n", + " 'id': 'ftr03311',\n", + " 'name': 'Transmembrane component of energizing module of predicted thiazole ECF transporter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3310'],\n", + " 'features': [],\n", + " 'id': 'ftr03310',\n", + " 'name': 'Duplicated ATPase component of energizing module of predicted thiazole ECF transporter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3313'],\n", + " 'features': [],\n", + " 'id': 'ftr03313',\n", + " 'name': 'Low-specificity L-threonine aldolase (EC 4.1.2.5)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3312'],\n", + " 'features': [],\n", + " 'id': 'ftr03312',\n", + " 'name': 'ATPase component of energizing module of predicted thiazole ECF transporter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11965'],\n", + " 'features': [],\n", + " 'id': 'ftr11965',\n", + " 'name': 'FIG005080: Possible exported protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8129'],\n", + " 'features': [],\n", + " 'id': 'ftr08129',\n", + " 'name': 'D-proline reductase, 45 kDa subunit (EC 1.21.4.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3648'],\n", + " 'features': [],\n", + " 'id': 'ftr03648',\n", + " 'name': 'ACT-domain-containing protein, predicted allosteric regulator of homoserine dehydrogenase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3319'],\n", + " 'features': [],\n", + " 'id': 'ftr03319',\n", + " 'name': 'Geranylgeranyl diphosphate synthase (EC 2.5.1.29)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3318'],\n", + " 'features': [],\n", + " 'id': 'ftr03318',\n", + " 'name': 'Neurosporene desaturase (EC 1.-.-.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11964'],\n", + " 'features': [],\n", + " 'id': 'ftr11964',\n", + " 'name': 'Putative metal chaperone, involved in Zn homeostasis, GTPase of COG0523 family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5421'],\n", + " 'features': [],\n", + " 'id': 'ftr05421',\n", + " 'name': 'GALNS arylsulfatase regulator (Fe-S oxidoreductase)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2143'],\n", + " 'features': [],\n", + " 'id': 'ftr02143',\n", + " 'name': 'Phenylalanine-specific permease',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5423'],\n", + " 'features': [],\n", + " 'id': 'ftr05423',\n", + " 'name': 'TonB-dependent receptor possibly related to N-acetylgalactosamine utilization',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5422'],\n", + " 'features': [],\n", + " 'id': 'ftr05422',\n", + " 'name': 'Chondroitinase (chondroitin lyase)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5425'],\n", + " 'features': [],\n", + " 'id': 'ftr05425',\n", + " 'name': 'N-acetylgalactosamine-6-phosphate deacetylase, predicted alternative (EC 3.5.1.25)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5424'],\n", + " 'features': [],\n", + " 'id': 'ftr05424',\n", + " 'name': 'Predicted N-acetylgalactosamine kinase, ROK-type (EC 2.7.1.157)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5427'],\n", + " 'features': [],\n", + " 'id': 'ftr05427',\n", + " 'name': 'N-Acetyl-D-galactosamine permease, possible',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2142'],\n", + " 'features': [],\n", + " 'id': 'ftr02142',\n", + " 'name': 'Cation efflux system protein CusA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5429'],\n", + " 'features': [],\n", + " 'id': 'ftr05429',\n", + " 'name': 'Beta-fimbriae probable major subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5428'],\n", + " 'features': [],\n", + " 'id': 'ftr05428',\n", + " 'name': 'Beta-fimbriae usher protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11966'],\n", + " 'features': [],\n", + " 'id': 'ftr11966',\n", + " 'name': 'Protein yihD',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2141'],\n", + " 'features': [],\n", + " 'id': 'ftr02141',\n", + " 'name': 'Cobalt-zinc-cadmium resistance protein CzcA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:macrophageelastase(ec)',\n", + " 'kegg:metalloelastase (EC 3.4.24.65)',\n", + " 'kegg:human macrophage metalloelastase (HME) (EC 3.4.24.65)'],\n", + " 'features': [],\n", + " 'id': 'ftr30996',\n", + " 'name': 'macrophage elastase (EC 3.4.24.65)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.9833'],\n", + " 'features': [],\n", + " 'id': 'ftr09833',\n", + " 'name': '2-desacetyl-2-hydroxyethyl bacteriochlorophyllide A dehydrogenase BchC',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2416'],\n", + " 'features': [],\n", + " 'id': 'ftr02416',\n", + " 'name': 'Ferrous iron transport peroxidase EfeB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9830'],\n", + " 'features': [],\n", + " 'id': 'ftr09830',\n", + " 'name': 'Chlorophyllide reductase subunit BchX (EC 1.18.-.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10163'],\n", + " 'features': [],\n", + " 'id': 'ftr10163',\n", + " 'name': 'Dimethylallyltransferase (EC 2.5.1.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7427'],\n", + " 'features': [],\n", + " 'id': 'ftr07427',\n", + " 'name': 'Transcription initiation factor IIF beta subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['psfr.7'],\n", + " 'features': ['AT2G20610'],\n", + " 'id': 'ftr50007',\n", + " 'name': 'S-alkyl-thiohydroximate lyase (EC 4.4.1.-)',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['msfr.9831'],\n", + " 'features': [],\n", + " 'id': 'ftr09831',\n", + " 'name': 'Chlorophyllide reductase subunit BchY (EC 1.18.-.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7426'],\n", + " 'features': [],\n", + " 'id': 'ftr07426',\n", + " 'name': 'Transcription initiation factor IIF alpha subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5353'],\n", + " 'features': [],\n", + " 'id': 'ftr05353',\n", + " 'name': \"Guanosine-5'-triphosphate,3'-diphosphate pyrophosphatase (EC 3.6.1.40)\",\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:peptide-o-fucosyltransferase(ec)',\n", + " 'kegg:GDP-L-fucose:polypeptide fucosyltransferase (EC 2.4.1.221)',\n", + " 'kegg:GDP-fucose protein O-fucosyltransferase (EC 2.4.1.221)',\n", + " 'kegg:GDP-fucose:polypeptide fucosyltransferase (EC 2.4.1.221)'],\n", + " 'features': [],\n", + " 'id': 'ftr33318',\n", + " 'name': 'peptide-O-fucosyltransferase (EC 2.4.1.221)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:beta-n-acetylhexosaminidase(ec)',\n", + " 'kegg:hexosaminidase (EC 3.2.1.52)',\n", + " 'kegg:beta-acetylaminodeoxyhexosidase (EC 3.2.1.52)',\n", + " 'kegg:N-acetyl-beta-D-hexosaminidase (EC 3.2.1.52)',\n", + " 'kegg:N-acetyl-beta-hexosaminidase (EC 3.2.1.52)',\n", + " 'kegg:beta-hexosaminidase (EC 3.2.1.52)',\n", + " 'kegg:beta-acetylhexosaminidinase (EC 3.2.1.52)',\n", + " 'kegg:beta-D-N-acetylhexosaminidase (EC 3.2.1.52)',\n", + " 'kegg:beta-N-acetyl-D-hexosaminidase (EC 3.2.1.52)',\n", + " 'kegg:beta-N-acetylglucosaminidase (EC 3.2.1.52)',\n", + " 'kegg:hexosaminidase A (EC 3.2.1.52)',\n", + " 'kegg:N-acetylhexosaminidase (EC 3.2.1.52)',\n", + " 'kegg:beta-D-hexosaminidase (EC 3.2.1.52)'],\n", + " 'features': [],\n", + " 'id': 'ftr33319',\n", + " 'name': 'beta-N-acetylhexosaminidase (EC 3.2.1.52)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.2413'],\n", + " 'features': [],\n", + " 'id': 'ftr02413',\n", + " 'name': 'Succinate dehydrogenase flavoprotein subunit (EC 1.3.99.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5352'],\n", + " 'features': [],\n", + " 'id': 'ftr05352',\n", + " 'name': 'Exopolyphosphatase (EC 3.6.1.11)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:pyruvate,waterdikinase(ec)',\n", + " 'kegg:phosphoenolpyruvate synthase (EC 2.7.9.2)',\n", + " 'kegg:pyruvate-water dikinase (phosphorylating) (EC 2.7.9.2)',\n", + " 'kegg:PEP synthetase (EC 2.7.9.2)',\n", + " 'kegg:phosphoenolpyruvate synthase (EC 2.7.9.2)',\n", + " 'kegg:phoephoenolpyruvate synthetase (EC 2.7.9.2)',\n", + " 'kegg:phosphoenolpyruvic synthase (EC 2.7.9.2)',\n", + " 'kegg:phosphopyruvate synthetase (EC 2.7.9.2)'],\n", + " 'features': [],\n", + " 'id': 'ftr33312',\n", + " 'name': 'pyruvate, water dikinase (EC 2.7.9.2)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:dephospho-[reductasekinase]kinase(ec)',\n", + " 'kegg:AMP-activated kinase (EC 2.7.11.3)',\n", + " 'kegg:AMP-activated protein kinase kinase (EC 2.7.11.3)',\n", + " 'kegg:hydroxymethylglutaryl coenzyme A reductase kinase kinase (EC 2.7.11.3)',\n", + " 'kegg:hydroxymethylglutaryl coenzyme A reductase kinase kinase (phosphorylating) (EC 2.7.11.3)',\n", + " 'kegg:reductase kinase (EC 2.7.11.3)',\n", + " 'kegg:reductase kinase kinase (EC 2.7.11.3)',\n", + " 'kegg:STK30 (EC 2.7.11.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr33313',\n", + " 'name': 'dephospho-[reductase kinase] kinase (EC 2.7.11.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:receptorproteinserine/threoninekinase(ec)',\n", + " 'kegg:activin receptor kinase (EC 2.7.11.30)',\n", + " 'kegg:receptor type I serine/threonine protein kinase (EC 2.7.11.30)',\n", + " 'kegg:receptor type II serine/threonine protein kinase (EC 2.7.11.30)',\n", + " 'kegg:STK13 (EC 2.7.11.30)',\n", + " 'kegg:TGF-beta kinase (EC 2.7.11.30)',\n", + " 'kegg:receptor serine/threonine protein kinase (EC 2.7.11.30)'],\n", + " 'features': [],\n", + " 'id': 'ftr33310',\n", + " 'name': 'receptor protein serine/threonine kinase (EC 2.7.11.30)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.2144'],\n", + " 'features': [],\n", + " 'id': 'ftr02144',\n", + " 'name': 'TonB-dependent receptor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:[3-methyl-2-oxobutanoatedehydrogenase(acetyl-transferring)]kinase(ec)',\n", + " 'kegg:BCK (EC 2.7.11.4)',\n", + " 'kegg:BCKD kinase (EC 2.7.11.4)',\n", + " 'kegg:BCODH kinase (EC 2.7.11.4)',\n", + " 'kegg:branched-chain alpha-ketoacid dehydrogenase kinase (EC 2.7.11.4)',\n", + " 'kegg:branched-chain 2-oxo acid dehydrogenase kinase (EC 2.7.11.4)',\n", + " 'kegg:branched-chain keto acid dehydrogenase kinase (EC 2.7.11.4)',\n", + " 'kegg:branched-chain oxo acid dehydrogenase kinase (phosphorylating) (EC 2.7.11.4)',\n", + " 'kegg:STK2 (EC 2.7.11.4)'],\n", + " 'features': [],\n", + " 'id': 'ftr33316',\n", + " 'name': '[3-methyl-2-oxobutanoate dehydrogenase (acetyl-transferring)] kinase (EC 2.7.11.4)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.5351'],\n", + " 'features': [],\n", + " 'id': 'ftr05351',\n", + " 'name': 'Polyphosphate kinase (EC 2.7.4.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:glycerol-3-phosphatedehydrogenase(ec)',\n", + " 'kegg:alpha-glycerophosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:alpha-glycerophosphate dehydrogenase (acceptor) (EC 1.1.5.3)',\n", + " 'kegg:anaerobic glycerol-3-phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:DL-glycerol 3-phosphate oxidase (misleading) (EC 1.1.5.3)',\n", + " 'kegg:FAD-dependent glycerol-3-phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:FAD-dependent sn-glycerol-3-phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:FAD-GPDH (EC 1.1.5.3)',\n", + " 'kegg:FAD-linked glycerol 3-phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:FAD-linked L-glycerol-3-phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:flavin-linked glycerol-3-phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:flavoprotein-linked L-glycerol 3-phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:glycerol 3-phosphate cytochrome c reductase (misleading) (EC 1.1.5.3)',\n", + " 'kegg:glycerol phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:glycerol phosphate dehydrogenase (acceptor) (EC 1.1.5.3)',\n", + " 'kegg:glycerol phosphate dehydrogenase (FAD) (EC 1.1.5.3)',\n", + " 'kegg:glycerol-3-phosphate CoQ reductase (EC 1.1.5.3)',\n", + " 'kegg:glycerol-3-phosphate dehydrogenase (flavin-linked) (EC 1.1.5.3)',\n", + " 'kegg:glycerol-3-phosphate:CoQ reductase (EC 1.1.5.3)',\n", + " 'kegg:glycerophosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:L-3-glycerophosphate-ubiquinone oxidoreductase (EC 1.1.5.3)',\n", + " 'kegg:L-glycerol-3-phosphate dehydrogenase (ambiguous) (EC 1.1.5.3)',\n", + " 'kegg:L-glycerophosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:mGPD (EC 1.1.5.3)',\n", + " 'kegg:mitochondrial glycerol phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:NAD+-independent glycerol phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:pyridine nucleotide-independent L-glycerol 3-phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:sn-glycerol 3-phosphate oxidase (misleading) (EC 1.1.5.3)',\n", + " 'kegg:sn-glycerol-3-phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'kegg:sn-glycerol-3-phosphate:(acceptor) 2-oxidoreductase (EC 1.1.5.3)',\n", + " 'kegg:sn-glycerol-3-phosphate:acceptor 2-oxidoreductase (EC 1.1.5.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr33172',\n", + " 'name': 'glycerol-3-phosphate dehydrogenase (EC 1.1.5.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:fadreductase(nadh)(ec)',\n", + " 'kegg:NADH-FAD reductase (EC 1.5.1.37)',\n", + " 'kegg:NADH-dependent FAD reductase (EC 1.5.1.37)',\n", + " 'kegg:NADH:FAD oxidoreductase (EC 1.5.1.37)',\n", + " 'kegg:NADH:flavin adenine dinucleotide oxidoreductase (EC 1.5.1.37)'],\n", + " 'features': [],\n", + " 'id': 'ftr33315',\n", + " 'name': 'FAD reductase (NADH) (EC 1.5.1.37)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:caspase-9(ec)',\n", + " 'kegg:CASP-9 (EC 3.4.22.62)',\n", + " 'kegg:ICE-like apoptotic protease 6 (EC 3.4.22.62)',\n", + " 'kegg:ICE-LAP6 (EC 3.4.22.62)',\n", + " 'kegg:apoptotic protease Mch-6 (EC 3.4.22.62)',\n", + " 'kegg:apoptotic protease-activating factor 3 (EC 3.4.22.62)',\n", + " 'kegg:APAF-3 (EC 3.4.22.62)'],\n", + " 'features': [],\n", + " 'id': 'ftr32308',\n", + " 'name': 'caspase-9 (EC 3.4.22.62)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.5826'],\n", + " 'features': [],\n", + " 'id': 'ftr05826',\n", + " 'name': 'Pyridoxal 4-dehydrogenase (EC 1.1.1.107)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:o-pyrocatechuatedecarboxylase(ec)',\n", + " 'kegg:2,3-dihydroxybenzoate carboxy-lyase (EC 4.1.1.46)'],\n", + " 'features': [],\n", + " 'id': 'ftr32302',\n", + " 'name': 'o-pyrocatechuate decarboxylase (EC 4.1.1.46)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.5357'],\n", + " 'features': [],\n", + " 'id': 'ftr05357',\n", + " 'name': 'DNA-binding response regulator, OmpR family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:nitricoxidereductase(cytochromec)(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr32300',\n", + " 'name': 'nitric oxide reductase (cytochrome c) (EC 1.7.2.5)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.10165'],\n", + " 'features': [],\n", + " 'id': 'ftr10165',\n", + " 'name': 'Hexaprenyl pyrophosphate synthetase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:factor-independenturatehydroxylase(ec)',\n", + " 'kegg:uric acid oxidase (EC 1.7.3.3)',\n", + " 'kegg:uricase (EC 1.7.3.3)',\n", + " 'kegg:uricase II (EC 1.7.3.3)',\n", + " 'kegg:urate oxidase (EC 1.7.3.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr32306',\n", + " 'name': 'factor-independent urate hydroxylase (EC 1.7.3.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:aminocarboxymuconate-semialdehydedecarboxylase(ec)',\n", + " 'kegg:picolinic acid carboxylase (EC 4.1.1.45)',\n", + " 'kegg:picolinic acid decarboxylase (EC 4.1.1.45)',\n", + " 'kegg:alpha-amino-beta-carboxymuconate-epsilon-semialdehade decarboxylase (EC 4.1.1.45)',\n", + " 'kegg:alpha-amino-beta-carboxymuconate-epsilon-semialdehyde beta-decarboxylase (EC 4.1.1.45)',\n", + " 'kegg:2-amino-3-(3-oxoprop-2-enyl)but-2-enedioate carboxy-lyase (EC 4.1.1.45)',\n", + " 'kegg:2-amino-3-(3-oxoprop-1-en-1-yl)but-2-enedioate carboxy-lyase (EC 4.1.1.45)'],\n", + " 'features': [],\n", + " 'id': 'ftr32307',\n", + " 'name': 'aminocarboxymuconate-semialdehyde decarboxylase (EC 4.1.1.45)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:udp-n-acetylmuramatedehydrogenase(ec)',\n", + " 'kegg:MurB reductase (EC 1.1.1.158)',\n", + " 'kegg:UDP-N-acetylenolpyruvoylglucosamine reductase (EC 1.1.1.158)',\n", + " 'kegg:UDP-N-acetylglucosamine-enoylpyruvate reductase (EC 1.1.1.158)',\n", + " 'kegg:UDP-GlcNAc-enoylpyruvate reductase (EC 1.1.1.158)',\n", + " 'kegg:uridine diphosphoacetylpyruvoylglucosamine reductase (EC 1.1.1.158)',\n", + " 'kegg:uridine diphospho-N-acetylglucosamine-enolpyruvate reductase (EC 1.1.1.158)',\n", + " \"kegg:uridine-5'-diphospho-N-acetyl-2-amino-2-deoxy-3-O-lactylglucose:NADP-oxidoreductase (EC 1.1.1.158)\"],\n", + " 'features': [],\n", + " 'id': 'ftr32304',\n", + " 'name': 'UDP-N-acetylmuramate dehydrogenase (EC 1.1.1.158)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.5356'],\n", + " 'features': [],\n", + " 'id': 'ftr05356',\n", + " 'name': 'putative alkaline phosphatase-like protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12029'],\n", + " 'features': [],\n", + " 'id': 'ftr12029',\n", + " 'name': 'Conserved hypothetical protein potentially related to ribose or hydroxymethylpyrimidine metabolism',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4445'],\n", + " 'features': [],\n", + " 'id': 'ftr04445',\n", + " 'name': 'Arginine/agmatine antiporter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:5-oxopent-3-ene-1,2,5-tricarboxylatedecarboxylase(ec)',\n", + " 'kegg:5-carboxymethyl-2-oxo-hex-3-ene-1,6-dioate decarboxylase (EC 4.1.1.68)',\n", + " 'kegg:5-oxopent-3-ene-1,2,5-tricarboxylate carboxy-lyase (EC 4.1.1.68)'],\n", + " 'features': [],\n", + " 'id': 'ftr34622',\n", + " 'name': '5-oxopent-3-ene-1,2,5-tricarboxylate decarboxylase (EC 4.1.1.68)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.5355'],\n", + " 'features': [],\n", + " 'id': 'ftr05355',\n", + " 'name': 'Alkaline phosphatase like protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:aureolysin(ec)',\n", + " 'kegg:Staphylococcus aureus neutral proteinase (EC 3.4.24.29)',\n", + " 'kegg:Staphylococcus aureus neutral protease (EC 3.4.24.29)'],\n", + " 'features': [],\n", + " 'id': 'ftr31856',\n", + " 'name': 'aureolysin (EC 3.4.24.29)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.12021'],\n", + " 'features': [],\n", + " 'id': 'ftr12021',\n", + " 'name': 'FIG069748: Hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12020'],\n", + " 'features': [],\n", + " 'id': 'ftr12020',\n", + " 'name': 'FIG030803: Hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12023'],\n", + " 'features': [],\n", + " 'id': 'ftr12023',\n", + " 'name': 'FIG038648: MoaD and/or ThiS families',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5822'],\n", + " 'features': [],\n", + " 'id': 'ftr05822',\n", + " 'name': 'Probable pyridine nucleotide-disulfide oxidoreductase YkgC',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12025'],\n", + " 'features': [],\n", + " 'id': 'ftr12025',\n", + " 'name': 'FIG007481: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12024'],\n", + " 'features': [],\n", + " 'id': 'ftr12024',\n", + " 'name': 'FIG005773: conserved membrane protein ML1361',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12027'],\n", + " 'features': [],\n", + " 'id': 'ftr12027',\n", + " 'name': 'FIG137598: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12026'],\n", + " 'features': [],\n", + " 'id': 'ftr12026',\n", + " 'name': 'FIG011121: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13888'],\n", + " 'features': [],\n", + " 'id': 'ftr13888',\n", + " 'name': 'Transcriptional regulator, MerR family, associated with photolyase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13889'],\n", + " 'features': [],\n", + " 'id': 'ftr13889',\n", + " 'name': 'FIG138315: Putative alpha helix protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:n-methylnucleosidase(ec)',\n", + " 'kegg:7-methylxanthosine nucleosidase (EC 3.2.2.25)',\n", + " 'kegg:N-MeNase (EC 3.2.2.25)',\n", + " 'kegg:N-methyl nucleoside hydrolase (EC 3.2.2.25)',\n", + " 'kegg:methylpurine nucleosidase (EC 3.2.2.25)'],\n", + " 'features': [],\n", + " 'id': 'ftr31641',\n", + " 'name': 'N-methyl nucleosidase (EC 3.2.2.25)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:adp-ribosyl-[dinitrogenreductase]hydrolase(ec)',\n", + " 'kegg:azoferredoxin glycosidase (EC 3.2.2.24)',\n", + " 'kegg:azoferredoxin-activating enzymes (EC 3.2.2.24)',\n", + " 'kegg:dinitrogenase reductase-activating glycohydrolase (EC 3.2.2.24)',\n", + " 'kegg:ADP-ribosyl glycohydrolase (EC 3.2.2.24)'],\n", + " 'features': [],\n", + " 'id': 'ftr31646',\n", + " 'name': 'ADP-ribosyl-[dinitrogen reductase] hydrolase (EC 3.2.2.24)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:[proteinadp-ribosylarginine]hydrolase(ec)',\n", + " 'kegg:ADP-ribose-L-arginine cleavage enzyme (EC 3.2.2.19)',\n", + " 'kegg:ADP-ribosylarginine hydrolase (EC 3.2.2.19)',\n", + " 'kegg:Nomega-(ADP-D-ribosyl)-L-arginine ADP-ribosylhydrolase (EC 3.2.2.19)',\n", + " 'kegg:protein-omega-N-(ADP-D-ribosyl)-L-arginine ADP-ribosylhydrolase (EC 3.2.2.19)'],\n", + " 'features': [],\n", + " 'id': 'ftr31647',\n", + " 'name': '[protein ADP-ribosylarginine] hydrolase (EC 3.2.2.19)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:rrnan-glycosylase(ec)',\n", + " 'kegg:ribosomal ribonucleate N-glycosidase (EC 3.2.2.22)',\n", + " 'kegg:nigrin b (EC 3.2.2.22)',\n", + " 'kegg:RNA N-glycosidase (EC 3.2.2.22)',\n", + " 'kegg:rRNA N-glycosidase (EC 3.2.2.22)',\n", + " 'kegg:ricin (EC 3.2.2.22)',\n", + " 'kegg:momorcochin-S (EC 3.2.2.22)',\n", + " 'kegg:Mirabilis antiviral protein (EC 3.2.2.22)',\n", + " 'kegg:momorcochin-S (EC 3.2.2.22)',\n", + " 'kegg:gelonin (EC 3.2.2.22)',\n", + " 'kegg:saporins (EC 3.2.2.22)'],\n", + " 'features': [],\n", + " 'id': 'ftr31644',\n", + " 'name': 'rRNA N-glycosylase (EC 3.2.2.22)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15256'],\n", + " 'features': [],\n", + " 'id': 'ftr15256',\n", + " 'name': 'CRP protected region at hupB gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13880'],\n", + " 'features': [],\n", + " 'id': 'ftr13880',\n", + " 'name': 'proposed amino acid ligase found clustered with an amidotransferase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13881'],\n", + " 'features': [],\n", + " 'id': 'ftr13881',\n", + " 'name': 'methanogen enzyme similar to murein synthesis amino acid ligase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13882'],\n", + " 'features': [],\n", + " 'id': 'ftr13882',\n", + " 'name': 'Cyclopropane-fatty-acyl-phospholipid synthase-like protein, clusters with FIG005069',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10041'],\n", + " 'features': [],\n", + " 'id': 'ftr10041',\n", + " 'name': 'Clumping factor ClfB, fibrinogen binding protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13884'],\n", + " 'features': [],\n", + " 'id': 'ftr13884',\n", + " 'name': 'COG2907: Amine oxidase, flavin-containing',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13885'],\n", + " 'features': [],\n", + " 'id': 'ftr13885',\n", + " 'name': 'FIG002577: Putative lipoprotein precursor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13886'],\n", + " 'features': [],\n", + " 'id': 'ftr13886',\n", + " 'name': 'FIG026291: Hypothetical periplasmic protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13887'],\n", + " 'features': [],\n", + " 'id': 'ftr13887',\n", + " 'name': 'FIG024285: Hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15254'],\n", + " 'features': [],\n", + " 'id': 'ftr15254',\n", + " 'name': 'CRP protected region at cya gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13059'],\n", + " 'features': [],\n", + " 'id': 'ftr13059',\n", + " 'name': 'HTH domain protein SA1665, binds to mecA promoter region',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15253'],\n", + " 'features': [],\n", + " 'id': 'ftr15253',\n", + " 'name': 'CRP site at cya gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:1-alkylglycerophosphocholineo-acyltransferase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr34752',\n", + " 'name': '1-alkylglycerophosphocholine O-acyltransferase (EC 2.3.1.63)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.9348'],\n", + " 'features': [],\n", + " 'id': 'ftr09348',\n", + " 'name': 'Colanic acid biosynthesis acetyltransferase WcaB (EC 2.3.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:mucorpepsin(ec)',\n", + " 'kegg:Mucor rennin (EC 3.4.23.23)',\n", + " 'kegg:Mucor aspartic proteinase (EC 3.4.23.23)',\n", + " 'kegg:Mucor acid proteinase (EC 3.4.23.23)',\n", + " 'kegg:Mucor acid protease (EC 3.4.23.23)',\n", + " 'kegg:Mucor miehei aspartic proteinase (EC 3.4.23.23)',\n", + " 'kegg:Mucor miehei aspartic protease (EC 3.4.23.23)',\n", + " 'kegg:Mucor aspartic proteinase (EC 3.4.23.23)',\n", + " 'kegg:Mucor pusillus emporase (EC 3.4.23.23)',\n", + " 'kegg:Fromase 100 (EC 3.4.23.23)',\n", + " 'kegg:Mucor pusillus rennin (EC 3.4.23.23)',\n", + " 'kegg:Fromase 46TL (EC 3.4.23.23)',\n", + " 'kegg:Mucor miehei rennin (EC 3.4.23.23)'],\n", + " 'features': [],\n", + " 'id': 'ftr30592',\n", + " 'name': 'mucorpepsin (EC 3.4.23.23)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15252'],\n", + " 'features': [],\n", + " 'id': 'ftr15252',\n", + " 'name': 'putA promoter region invol. in proline induction',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15251'],\n", + " 'features': [],\n", + " 'id': 'ftr15251',\n", + " 'name': 'putA promoter region invol. in catabolite repressi',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1857'],\n", + " 'features': [],\n", + " 'id': 'ftr01857',\n", + " 'name': 'COG1821 family protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10040'],\n", + " 'features': [],\n", + " 'id': 'ftr10040',\n", + " 'name': 'Clumping factor ClfA, fibrinogen-binding protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15250'],\n", + " 'features': [],\n", + " 'id': 'ftr15250',\n", + " 'name': 'CRP retarded fragment at gcv operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2994'],\n", + " 'features': [],\n", + " 'id': 'ftr02994',\n", + " 'name': 'Malonyl CoA-acyl carrier protein transacylase (EC 2.3.1.39)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2995'],\n", + " 'features': [],\n", + " 'id': 'ftr02995',\n", + " 'name': '3-OXOACYL-[ACYL-CARRIER-PROTEIN] SYNTHASE III FABH (BETA-KETOACYL-ACP SYNTHASE III) (KAS III)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2996'],\n", + " 'features': [],\n", + " 'id': 'ftr02996',\n", + " 'name': 'Enoyl-[acyl-carrier-protein] reductase [NADH] (EC 1.3.1.9)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2997'],\n", + " 'features': [],\n", + " 'id': 'ftr02997',\n", + " 'name': 'CYCLOPROPANE-FATTY-ACYL-PHOSPHOLIPID SYNTHASE 1 CMAA1 (CYCLOPROPANE FATTY ACID SYNTHASE) (CFA SYNTHASE) (CYCLOPROPANE MYCOLIC ACID SYNTHASE 1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2990'],\n", + " 'features': [],\n", + " 'id': 'ftr02990',\n", + " 'name': 'Cyanobacterial protein slr0575',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2991'],\n", + " 'features': [],\n", + " 'id': 'ftr02991',\n", + " 'name': 'Single-stranded DNA-binding protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2992'],\n", + " 'features': [],\n", + " 'id': 'ftr02992',\n", + " 'name': 'Cobalt-precorrin-6x reductase (EC 1.3.1.54)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2993'],\n", + " 'features': [],\n", + " 'id': 'ftr02993',\n", + " 'name': 'ACETYL/PROPIONYL-CoA CARBOXYLASE (BETA SUBUNIT) ACCD6',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7168'],\n", + " 'features': [],\n", + " 'id': 'ftr07168',\n", + " 'name': 'type IV pilus biogenesis protein PilJ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6697'],\n", + " 'features': [],\n", + " 'id': 'ftr06697',\n", + " 'name': 'Eukaryotic translation initiation factor 4H',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6696'],\n", + " 'features': [],\n", + " 'id': 'ftr06696',\n", + " 'name': 'Eukaryotic translation initiation factor 4E',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6695'],\n", + " 'features': [],\n", + " 'id': 'ftr06695',\n", + " 'name': 'Eukaryotic translation initiation factor 4B',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6694'],\n", + " 'features': [],\n", + " 'id': 'ftr06694',\n", + " 'name': 'Eukaryotic translation initiation factor 4A',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6693'],\n", + " 'features': [],\n", + " 'id': 'ftr06693',\n", + " 'name': 'Eukaryotic translation initiation factor 3 RNA-binding subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6692'],\n", + " 'features': [],\n", + " 'id': 'ftr06692',\n", + " 'name': 'Eukaryotic translation initiation factor 3 30 kDa subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6691'],\n", + " 'features': [],\n", + " 'id': 'ftr06691',\n", + " 'name': 'Eukaryotic translation initiation factor 3 39 kDa subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6690'],\n", + " 'features': [],\n", + " 'id': 'ftr06690',\n", + " 'name': 'Eukaryotic translation initiation factor 3 90 kDa subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9414'],\n", + " 'features': [],\n", + " 'id': 'ftr09414',\n", + " 'name': 'Cytoplasmic hypothetical protein DUF199',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9415'],\n", + " 'features': [],\n", + " 'id': 'ftr09415',\n", + " 'name': 'Cytoplasmic hypothetical protein DUF199, a subgroup',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9416'],\n", + " 'features': [],\n", + " 'id': 'ftr09416',\n", + " 'name': 'oxidoreductase of aldo/keto reductase family, subgroup 2',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9417'],\n", + " 'features': [],\n", + " 'id': 'ftr09417',\n", + " 'name': 'Hypothetical ATP-binding protein UPF0042, contains P-loop',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9410'],\n", + " 'features': [],\n", + " 'id': 'ftr09410',\n", + " 'name': 'Putative oxidoreductase ferredoxin-type protein, clusters with CPO',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15006'],\n", + " 'features': [],\n", + " 'id': 'ftr15006',\n", + " 'name': 'putative CRP site at dctA gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6699'],\n", + " 'features': [],\n", + " 'id': 'ftr06699',\n", + " 'name': 'Eukaryotic translation initiation factor 5A',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6698'],\n", + " 'features': [],\n", + " 'id': 'ftr06698',\n", + " 'name': 'Eukaryotic translation initiation factor 5',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3867'],\n", + " 'features': [],\n", + " 'id': 'ftr03867',\n", + " 'name': 'UpdZ protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3866'],\n", + " 'features': [],\n", + " 'id': 'ftr03866',\n", + " 'name': 'Transcription antitermination protein UpdY',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3865'],\n", + " 'features': [],\n", + " 'id': 'ftr03865',\n", + " 'name': 'Tyrosine type site-specific recombinase, Mpi regulator',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3864'],\n", + " 'features': [],\n", + " 'id': 'ftr03864',\n", + " 'name': 'Site-specific recombinase Mpi',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3863'],\n", + " 'features': [],\n", + " 'id': 'ftr03863',\n", + " 'name': 'promoter region for PTS region, with flanking inverted repeats',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3862'],\n", + " 'features': [],\n", + " 'id': 'ftr03862',\n", + " 'name': 'Peptidase M23B precursor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3861'],\n", + " 'features': [],\n", + " 'id': 'ftr03861',\n", + " 'name': 'Carboxyl-terminal protease (EC 3.4.21.102)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3860'],\n", + " 'features': [],\n", + " 'id': 'ftr03860',\n", + " 'name': \"Adenosine (5')-pentaphospho-(5'')-adenosine pyrophosphohydrolase (EC 3.6.1.-)\",\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3869'],\n", + " 'features': [],\n", + " 'id': 'ftr03869',\n", + " 'name': 'Hypothetical protein clustered with UpdY',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3868'],\n", + " 'features': [],\n", + " 'id': 'ftr03868',\n", + " 'name': 'Tyrosine type site-specific recombinase, probable regulator for PS locus',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16106'],\n", + " 'features': [],\n", + " 'id': 'ftr16106',\n", + " 'name': 'UPF0337 protein yjbJ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16107'],\n", + " 'features': [],\n", + " 'id': 'ftr16107',\n", + " 'name': 'FIG00639079: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7348'],\n", + " 'features': [],\n", + " 'id': 'ftr07348',\n", + " 'name': 'negative regulator of hrp expression HrpV',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7349'],\n", + " 'features': [],\n", + " 'id': 'ftr07349',\n", + " 'name': 'type III secretion protein HrpT',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2198'],\n", + " 'features': [],\n", + " 'id': 'ftr02198',\n", + " 'name': 'Uptake hydrogenase large subunit (EC 1.12.99.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2199'],\n", + " 'features': [],\n", + " 'id': 'ftr02199',\n", + " 'name': 'Ni,Fe-hydrogenase I cytochrome b subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16100'],\n", + " 'features': [],\n", + " 'id': 'ftr16100',\n", + " 'name': 'Ankyrin-repeat protein A',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16101'],\n", + " 'features': [],\n", + " 'id': 'ftr16101',\n", + " 'name': 'Acetate operon repressor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2194'],\n", + " 'features': [],\n", + " 'id': 'ftr02194',\n", + " 'name': 'Sulfonate ABC transporter, ATP-binding subunit SsuB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2195'],\n", + " 'features': [],\n", + " 'id': 'ftr02195',\n", + " 'name': 'Alkanesulfonates transport system permease protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2196'],\n", + " 'features': [],\n", + " 'id': 'ftr02196',\n", + " 'name': 'Outer membrane protein A precursor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2197'],\n", + " 'features': [],\n", + " 'id': 'ftr02197',\n", + " 'name': 'Uptake hydrogenase small subunit precursor (EC 1.12.99.6)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2190'],\n", + " 'features': [],\n", + " 'id': 'ftr02190',\n", + " 'name': 'Transport ATP-binding protein CydC',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2191'],\n", + " 'features': [],\n", + " 'id': 'ftr02191',\n", + " 'name': 'Transport ATP-binding protein CydD',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2192'],\n", + " 'features': [],\n", + " 'id': 'ftr02192',\n", + " 'name': 'Outer membrane protein F precursor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2193'],\n", + " 'features': [],\n", + " 'id': 'ftr02193',\n", + " 'name': 'Alkanesulfonates ABC transporter ATP-binding protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:d-threoninealdolase(ec)',\n", + " 'kegg:D-TA (EC 4.1.2.42)',\n", + " 'kegg:DTA (EC 4.1.2.42)',\n", + " 'kegg:low specificity D-TA (EC 4.1.2.42)',\n", + " 'kegg:low specificity D-threonine aldolase (EC 4.1.2.42)'],\n", + " 'features': [],\n", + " 'id': 'ftr30740',\n", + " 'name': 'D-threonine aldolase (EC 4.1.2.42)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:3-phosphoglyceratephosphatase(ec)',\n", + " 'kegg:D-3-Phosphoglycerate phosphatase (EC 3.1.3.38)',\n", + " 'kegg:3-PGA phosphatase (EC 3.1.3.38)'],\n", + " 'features': [],\n", + " 'id': 'ftr30597',\n", + " 'name': '3-phosphoglycerate phosphatase (EC 3.1.3.38)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.13085'],\n", + " 'features': [],\n", + " 'id': 'ftr13085',\n", + " 'name': 'Long-chain fatty-acid-CoA ligase (EC 6.2.1.3), Mycobacterial subgroup FadD4',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': [\"searchname:rrna(adenosine-2'-o-)-methyltransferase(ec)\",\n", + " \"kegg:ribosomal ribonucleate adenosine 2'-methyltransferase (EC 2.1.1.66)\",\n", + " \"kegg:rRNA adenosine 2'-methylase (EC 2.1.1.66)\",\n", + " 'kegg:RNA-pentose methylase (EC 2.1.1.66)',\n", + " 'kegg:thiostrepton-resistance methylase (EC 2.1.1.66)'],\n", + " 'features': [],\n", + " 'id': 'ftr34152',\n", + " 'name': \"rRNA (adenosine-2'-O-)-methyltransferase (EC 2.1.1.66)\",\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:n-carbamoylputrescineamidase(ec)',\n", + " 'kegg:carbamoylputrescine hydrolase (EC 3.5.1.53)',\n", + " 'kegg:NCP (EC 3.5.1.53)'],\n", + " 'features': [],\n", + " 'id': 'ftr30742',\n", + " 'name': 'N-carbamoylputrescine amidase (EC 3.5.1.53)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.2919'],\n", + " 'features': [],\n", + " 'id': 'ftr02919',\n", + " 'name': 'N-acetylmannosamine-6-phosphate 2-epimerase (EC 5.1.3.9)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:n-acetyllactosaminidealpha-2,3-sialyltransferase(ec)',\n", + " 'kegg:sialyltransferase (EC 2.4.99.6)',\n", + " 'kegg:cytidine monophosphoacetylneuraminate-beta-galactosyl(1->4)acetylglucosaminide alpha2->3-sialyltransferase (EC 2.4.99.6)',\n", + " 'kegg:alpha2->3 sialyltransferase (EC 2.4.99.6)',\n", + " 'kegg:SiaT (EC 2.4.99.6)',\n", + " 'kegg:CMP-N-acetylneuraminate:beta-D-galactosyl-1,4-N-acetyl-D-glucosaminyl-glycoprotein alpha-2,3-N-acetylneuraminyltransferase (EC 2.4.99.6)'],\n", + " 'features': [],\n", + " 'id': 'ftr30743',\n", + " 'name': 'N-acetyllactosaminide alpha-2,3-sialyltransferase (EC 2.4.99.6)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:streptomycin-6-phosphatase(ec)',\n", + " 'kegg:streptomycin 6-phosphate phosphatase (EC 3.1.3.39)',\n", + " 'kegg:streptomycin 6-phosphate phosphohydrolase (EC 3.1.3.39)',\n", + " 'kegg:streptomycin-6-P phosphohydrolase (EC 3.1.3.39)'],\n", + " 'features': [],\n", + " 'id': 'ftr30596',\n", + " 'name': 'streptomycin-6-phosphatase (EC 3.1.3.39)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14266'],\n", + " 'features': [],\n", + " 'id': 'ftr14266',\n", + " 'name': 'Unknown carbohydrate transporter from TRAP family, large transmembrane component UctQ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:dodecanoyl-[acyl-carrier-protein]hydrolase(ec)',\n", + " 'kegg:lauryl-acyl-carrier-protein hydrolase (EC 3.1.2.21)',\n", + " 'kegg:dodecanoyl-acyl-carrier-protein hydrolase (EC 3.1.2.21)',\n", + " 'kegg:dodecyl-acyl-carrier protein hydrolase (EC 3.1.2.21)',\n", + " 'kegg:dodecanoyl-[acyl-carrier protein] hydrolase (EC 3.1.2.21)',\n", + " 'kegg:dodecanoyl-[acyl-carrier-protein] hydrolase (EC 3.1.2.21)'],\n", + " 'features': [],\n", + " 'id': 'ftr33993',\n", + " 'name': 'dodecanoyl-[acyl-carrier-protein] hydrolase (EC 3.1.2.21)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:10-hydroxytaxaneo-acetyltransferase(ec)',\n", + " 'kegg:acetyl coenzyme A: 10-hydroxytaxane O-acetyltransferase (EC 2.3.1.163)'],\n", + " 'features': [],\n", + " 'id': 'ftr30747',\n", + " 'name': '10-hydroxytaxane O-acetyltransferase (EC 2.3.1.163)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:pro-opiomelanocortinconvertingenzyme(ec)',\n", + " 'kegg:prohormone converting enzyme (EC 3.4.23.17)',\n", + " 'kegg:pro-opiomelanocortin-converting enzyme (EC 3.4.23.17)',\n", + " 'kegg:proopiomelanocortin proteinase (EC 3.4.23.17)',\n", + " 'kegg:PCE (EC 3.4.23.17)'],\n", + " 'features': [],\n", + " 'id': 'ftr33250',\n", + " 'name': 'pro-opiomelanocortin converting enzyme (EC 3.4.23.17)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14858'],\n", + " 'features': [],\n", + " 'id': 'ftr14858',\n", + " 'name': 'promoter at moeAB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14859'],\n", + " 'features': [],\n", + " 'id': 'ftr14859',\n", + " 'name': 'ArcA retarded fragment at moeAB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14856'],\n", + " 'features': [],\n", + " 'id': 'ftr14856',\n", + " 'name': 'Fnr protected fragment at focA-pflB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14857'],\n", + " 'features': [],\n", + " 'id': 'ftr14857',\n", + " 'name': 'Crp retarded fragment at focA-pflB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14854'],\n", + " 'features': [],\n", + " 'id': 'ftr14854',\n", + " 'name': 'promoter 2 at cysG',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14855'],\n", + " 'features': [],\n", + " 'id': 'ftr14855',\n", + " 'name': 'NagC protected region (boxE) at nagE/nagBCAD locus',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14852'],\n", + " 'features': [],\n", + " 'id': 'ftr14852',\n", + " 'name': 'promoter region at cysG',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14853'],\n", + " 'features': [],\n", + " 'id': 'ftr14853',\n", + " 'name': 'promoter 1 at cysG',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14850'],\n", + " 'features': [],\n", + " 'id': 'ftr14850',\n", + " 'name': 'putative NarL binding site at dmsABC',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14851'],\n", + " 'features': [],\n", + " 'id': 'ftr14851',\n", + " 'name': 'promoter at torCA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1649'],\n", + " 'features': [],\n", + " 'id': 'ftr01649',\n", + " 'name': 'Cell envelope-associated transcriptional attenuator LytR-CpsA-Psr, subfamily A1 (as in PMID19099556)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1648'],\n", + " 'features': [],\n", + " 'id': 'ftr01648',\n", + " 'name': 'Cell envelope-associated transcriptional attenuator LytR-CpsA-Psr, subfamily F4 (as in PMID19099556)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:23srrnapseudouridine955/2504/2580synthase(ec)',\n", + " 'kegg:RluC (EC 5.4.99.24)',\n", + " 'kegg:pseudouridine synthase RluC (EC 5.4.99.24)'],\n", + " 'features': [],\n", + " 'id': 'ftr32720',\n", + " 'name': '23S rRNA pseudouridine955/2504/2580 synthase (EC 5.4.99.24)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.1641'],\n", + " 'features': [],\n", + " 'id': 'ftr01641',\n", + " 'name': 'Dihydroorotate dehydrogenase electron transfer subunit (EC 1.3.3.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1640'],\n", + " 'features': [],\n", + " 'id': 'ftr01640',\n", + " 'name': 'Dihydroorotate dehydrogenase, catalytic subunit (EC 1.3.3.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1643'],\n", + " 'features': [],\n", + " 'id': 'ftr01643',\n", + " 'name': 'Glutathione-dependent formaldehyde dehydrogenase (EC 1.2.1.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1642'],\n", + " 'features': [],\n", + " 'id': 'ftr01642',\n", + " 'name': 'Flavodoxin reductases (ferredoxin-NADPH reductases) family 1',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1645'],\n", + " 'features': [],\n", + " 'id': 'ftr01645',\n", + " 'name': 'Anaerobic dimethyl sulfoxide reductase chain B (EC 1.8.99.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1644'],\n", + " 'features': [],\n", + " 'id': 'ftr01644',\n", + " 'name': 'Twin-arginine translocation protein TatA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1647'],\n", + " 'features': [],\n", + " 'id': 'ftr01647',\n", + " 'name': 'Cell envelope-associated transcriptional attenuator LytR-CpsA-Psr, subfamily F2 (as in PMID19099556)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1646'],\n", + " 'features': [],\n", + " 'id': 'ftr01646',\n", + " 'name': 'Cell envelope-associated transcriptional attenuator LytR-CpsA-Psr, subfamily F1 (as in PMID19099556)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.598'],\n", + " 'features': [],\n", + " 'id': 'ftr00598',\n", + " 'name': 'Flagellar synthesis regulator FleN',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.599'],\n", + " 'features': [],\n", + " 'id': 'ftr00599',\n", + " 'name': 'Flagellar motor rotation protein MotA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.592'],\n", + " 'features': [],\n", + " 'id': 'ftr00592',\n", + " 'name': 'Flagellar biosynthesis protein fliS',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.593'],\n", + " 'features': [],\n", + " 'id': 'ftr00593',\n", + " 'name': 'Flagellar biosynthesis protein fliT',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.590'],\n", + " 'features': [],\n", + " 'id': 'ftr00590',\n", + " 'name': 'Flagellar biosynthesis protein fliC',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.591'],\n", + " 'features': [],\n", + " 'id': 'ftr00591',\n", + " 'name': 'Flagellar hook-associated protein fliD',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.596'],\n", + " 'features': [],\n", + " 'id': 'ftr00596',\n", + " 'name': 'Flagellar biosynthesis protein FlhF',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.597'],\n", + " 'features': [],\n", + " 'id': 'ftr00597',\n", + " 'name': 'RNA polymerase sigma factor for flagellar operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.594'],\n", + " 'features': [],\n", + " 'id': 'ftr00594',\n", + " 'name': 'Flagellar biosynthesis protein fliO',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.595'],\n", + " 'features': [],\n", + " 'id': 'ftr00595',\n", + " 'name': 'Flagellar biosynthesis protein FlhB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2738'],\n", + " 'features': [],\n", + " 'id': 'ftr02738',\n", + " 'name': 'Lipoxygenase, chloroplast precursor (EC 1.13.11.12)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2739'],\n", + " 'features': [],\n", + " 'id': 'ftr02739',\n", + " 'name': 'Allene oxide synthase, chloroplast precursor (EC 4.2.1.92)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:tyraminen-methyltransferase(ec)',\n", + " 'kegg:DIB O-methyltransferase (3,5-diiodo-4-hydroxy-benzoic acid) (EC 2.1.1.27)',\n", + " 'kegg:S-adenosyl-methionine:tyramine N-methyltransferase (EC 2.1.1.27)',\n", + " 'kegg:tyramine methylpherase (EC 2.1.1.27)'],\n", + " 'features': [],\n", + " 'id': 'ftr30278',\n", + " 'name': 'tyramine N-methyltransferase (EC 2.1.1.27)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:hydroxymethylglutaryl-coahydrolase(ec)',\n", + " 'kegg:beta-hydroxy-beta-methylglutaryl coenzyme A hydrolase (EC 3.1.2.5)',\n", + " 'kegg:beta-hydroxy-beta-methylglutaryl coenzyme A deacylase (EC 3.1.2.5)',\n", + " 'kegg:hydroxymethylglutaryl coenzyme A hydrolase (EC 3.1.2.5)',\n", + " 'kegg:hydroxymethylglutaryl coenzyme A deacylase (EC 3.1.2.5)',\n", + " 'kegg:3-hydroxy-3-methylglutaryl-CoA hydrolase (EC 3.1.2.5)'],\n", + " 'features': [],\n", + " 'id': 'ftr30279',\n", + " 'name': 'hydroxymethylglutaryl-CoA hydrolase (EC 3.1.2.5)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.2730'],\n", + " 'features': [],\n", + " 'id': 'ftr02730',\n", + " 'name': 'Putative two-component response regulator and GGDEF family protein YeaJ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2731'],\n", + " 'features': [],\n", + " 'id': 'ftr02731',\n", + " 'name': 'Putative sensory histidine kinase YfhA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2732'],\n", + " 'features': [],\n", + " 'id': 'ftr02732',\n", + " 'name': 'Putative sensor-like histidine kinase YfhK',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2733'],\n", + " 'features': [],\n", + " 'id': 'ftr02733',\n", + " 'name': 'Putative two component system histidine kinase YedV',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2734'],\n", + " 'features': [],\n", + " 'id': 'ftr02734',\n", + " 'name': 'Putative two-component system response regulator YedW',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2735'],\n", + " 'features': [],\n", + " 'id': 'ftr02735',\n", + " 'name': 'Two-component oxygen-sensor histidine kinase FixL',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2736'],\n", + " 'features': [],\n", + " 'id': 'ftr02736',\n", + " 'name': 'Two-component nitrogen fixation transcriptional regulator FixJ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2737'],\n", + " 'features': [],\n", + " 'id': 'ftr02737',\n", + " 'name': 'Defective in anther DEHISCENCE1',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:na+/k+-exchangingatpase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr31477',\n", + " 'name': 'Na+/K+-exchanging ATPase (EC 3.6.3.9)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:hydroxymethylbilanesynthase(ec)',\n", + " 'kegg:HMB-synthase (EC 2.5.1.61)',\n", + " 'kegg:porphobilinogen deaminase (EC 2.5.1.61)',\n", + " 'kegg:pre-uroporphyrinogen synthase (EC 2.5.1.61)',\n", + " 'kegg:uroporphyrinogen I synthase (EC 2.5.1.61)',\n", + " 'kegg:uroporphyrinogen I synthetase (EC 2.5.1.61)',\n", + " 'kegg:uroporphyrinogen synthase (EC 2.5.1.61)',\n", + " 'kegg:uroporphyrinogen synthetase (EC 2.5.1.61)',\n", + " 'kegg:porphobilinogen ammonia-lyase (polymerizing) (EC 2.5.1.61)',\n", + " 'kegg:(4-[2-carboxyethyl]-3-[carboxymethyl]pyrrol-2-yl)methyltransferase (hydrolysing) (EC 2.5.1.61)'],\n", + " 'features': [],\n", + " 'id': 'ftr30990',\n", + " 'name': 'hydroxymethylbilane synthase (EC 2.5.1.61)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.9347'],\n", + " 'features': [],\n", + " 'id': 'ftr09347',\n", + " 'name': 'Colanic acid biosynthesis glycosyl transferase WcaA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6439'],\n", + " 'features': [],\n", + " 'id': 'ftr06439',\n", + " 'name': 'Deoxyribonuclease TatD',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6438'],\n", + " 'features': [],\n", + " 'id': 'ftr06438',\n", + " 'name': 'Putative deoxyribonuclease YjjV',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1429'],\n", + " 'features': [],\n", + " 'id': 'ftr01429',\n", + " 'name': 'HoxN/HupN/NixA family nickel/cobalt transporter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1428'],\n", + " 'features': [],\n", + " 'id': 'ftr01428',\n", + " 'name': 'High-affnity carbon uptake protein Hat/HatR',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16359'],\n", + " 'features': [],\n", + " 'id': 'ftr16359',\n", + " 'name': 'dcuB promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1425'],\n", + " 'features': [],\n", + " 'id': 'ftr01425',\n", + " 'name': 'GTP cyclohydrolase I (EC 3.5.4.16) type 2',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1424'],\n", + " 'features': [],\n", + " 'id': 'ftr01424',\n", + " 'name': 'putative periplasmic protein kinase ArgK and related GTPases of G3E family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1427'],\n", + " 'features': [],\n", + " 'id': 'ftr01427',\n", + " 'name': 'Carbon starvation protein A',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1426'],\n", + " 'features': [],\n", + " 'id': 'ftr01426',\n", + " 'name': 'COG2879, Hypothetical small protein yjiX',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1421'],\n", + " 'features': [],\n", + " 'id': 'ftr01421',\n", + " 'name': '3-oxoacyl-[acyl-carrier-protein] synthase, KASII (EC 2.3.1.41)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6340'],\n", + " 'features': [],\n", + " 'id': 'ftr06340',\n", + " 'name': \"CblY, a non-orthologous displasment for Alpha-ribazole-5'-phosphate phosphatase\",\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.1423'],\n", + " 'features': [],\n", + " 'id': 'ftr01423',\n", + " 'name': 'COG0523: Putative GTPases (G3E family)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.6342'],\n", + " 'features': [],\n", + " 'id': 'ftr06342',\n", + " 'name': \"CblZ, a non-orthologous displasment for Alpha-ribazole-5'-phosphate phosphatase\",\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.778'],\n", + " 'features': [],\n", + " 'id': 'ftr00778',\n", + " 'name': 'TrkA family protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.779'],\n", + " 'features': [],\n", + " 'id': 'ftr00779',\n", + " 'name': 'Putative cytoplasmic protein ,probably associated with Glutathione-regulated potassium-efflux',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.776'],\n", + " 'features': [],\n", + " 'id': 'ftr00776',\n", + " 'name': 'FKBP-type peptidyl-prolyl cis-trans isomerase SlyD (EC 5.2.1.8)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.777'],\n", + " 'features': [],\n", + " 'id': 'ftr00777',\n", + " 'name': 'FKBP-type peptidyl-prolyl cis-trans isomerase FkpA precursor (EC 5.2.1.8)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.774'],\n", + " 'features': [],\n", + " 'id': 'ftr00774',\n", + " 'name': 'Glutathione-regulated potassium-efflux system ancillary protein KefF',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.775'],\n", + " 'features': [],\n", + " 'id': 'ftr00775',\n", + " 'name': 'Glutathione-regulated potassium-efflux system ATP-binding protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.772'],\n", + " 'features': [],\n", + " 'id': 'ftr00772',\n", + " 'name': 'Glutathione-regulated potassium-efflux system ancillary protein KefG',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.773'],\n", + " 'features': [],\n", + " 'id': 'ftr00773',\n", + " 'name': 'Glutathione-regulated potassium-efflux system protein KefC',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.770'],\n", + " 'features': [],\n", + " 'id': 'ftr00770',\n", + " 'name': 'ATP-dependent nuclease, subunit B',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.771'],\n", + " 'features': [],\n", + " 'id': 'ftr00771',\n", + " 'name': 'Glutathione-regulated potassium-efflux system protein kefB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9267'],\n", + " 'features': [],\n", + " 'id': 'ftr09267',\n", + " 'name': 'probable RuBisCo-expression protein CbbX',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16358'],\n", + " 'features': [],\n", + " 'id': 'ftr16358',\n", + " 'name': 'dcuA promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11909'],\n", + " 'features': [],\n", + " 'id': 'ftr11909',\n", + " 'name': 'beta-lactamase-like',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11908'],\n", + " 'features': [],\n", + " 'id': 'ftr11908',\n", + " 'name': 'Peptidase C14, caspase catalytic subunit p20',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11907'],\n", + " 'features': [],\n", + " 'id': 'ftr11907',\n", + " 'name': 'FIG026765: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11906'],\n", + " 'features': [],\n", + " 'id': 'ftr11906',\n", + " 'name': 'FIG124007: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11905'],\n", + " 'features': [],\n", + " 'id': 'ftr11905',\n", + " 'name': 'FIG007785: exported protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11904'],\n", + " 'features': [],\n", + " 'id': 'ftr11904',\n", + " 'name': 'FIG109201: Hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11903'],\n", + " 'features': [],\n", + " 'id': 'ftr11903',\n", + " 'name': 'FIG011871: Hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11902'],\n", + " 'features': [],\n", + " 'id': 'ftr11902',\n", + " 'name': 'Toprim domain protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11900'],\n", + " 'features': [],\n", + " 'id': 'ftr11900',\n", + " 'name': 'sensor histidine kinase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9263'],\n", + " 'features': [],\n", + " 'id': 'ftr09263',\n", + " 'name': 'Possible RuBisCo chaperonin RbcX',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9341'],\n", + " 'features': [],\n", + " 'id': 'ftr09341',\n", + " 'name': 'Iron-regulated protein A precursor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:laminaribiosephosphorylase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr30369',\n", + " 'name': 'laminaribiose phosphorylase (EC 2.4.1.31)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.9262'],\n", + " 'features': [],\n", + " 'id': 'ftr09262',\n", + " 'name': 'Carbon dioxide concentrating mechanism protein CcmO',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:malonate-semialdehydedehydrogenase(acetylating)(ec)',\n", + " 'kegg:malonic semialdehyde oxidative decarboxylase (EC 1.2.1.18)'],\n", + " 'features': [],\n", + " 'id': 'ftr31517',\n", + " 'name': 'malonate-semialdehyde dehydrogenase (acetylating) (EC 1.2.1.18)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.9261'],\n", + " 'features': [],\n", + " 'id': 'ftr09261',\n", + " 'name': 'Possible carbon dioxide concentrating mechanism protein CcmK',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16075'],\n", + " 'features': [],\n", + " 'id': 'ftr16075',\n", + " 'name': 'FIG00638402: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9260'],\n", + " 'features': [],\n", + " 'id': 'ftr09260',\n", + " 'name': 'Sensory subunit of low CO2-induced protein complex, putative',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:diacetylreductase[(s)-acetoinforming](ec)',\n", + " 'kegg:(S)-acetoin dehydrogenase (EC 1.1.1.304)'],\n", + " 'features': [],\n", + " 'id': 'ftr30898',\n", + " 'name': 'diacetyl reductase [(S)-acetoin forming] (EC 1.1.1.304)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:phosphonoacetaldehydereductase(nadh)(ec)',\n", + " 'kegg:PhpC (EC 1.1.1.309)'],\n", + " 'features': [],\n", + " 'id': 'ftr30899',\n", + " 'name': 'phosphonoacetaldehyde reductase (NADH) (EC 1.1.1.309)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:ca2+-transportingatpase(ec)',\n", + " 'kegg:sarcoplasmic reticulum ATPase (EC 3.6.3.8)',\n", + " 'kegg:sarco(endo)plasmic reticulum Ca2+-ATPase (EC 3.6.3.8)',\n", + " 'kegg:calcium pump (EC 3.6.3.8)',\n", + " 'kegg:Ca2+-pumping ATPase (EC 3.6.3.8)',\n", + " 'kegg:plasma membrane Ca-ATPase (EC 3.6.3.8)'],\n", + " 'features': [],\n", + " 'id': 'ftr31478',\n", + " 'name': 'Ca2+-transporting ATPase (EC 3.6.3.8)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:(s)-1-phenylethanoldehydrogenase(ec)',\n", + " 'kegg:PED (EC 1.1.1.311)'],\n", + " 'features': [],\n", + " 'id': 'ftr30890',\n", + " 'name': '(S)-1-phenylethanol dehydrogenase (EC 1.1.1.311)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:3-chloro-d-alaninedehydrochlorinase(ec)',\n", + " 'kegg:beta-chloro-D-alanine dehydrochlorinase (EC 4.5.1.2)',\n", + " 'kegg:3-chloro-D-alanine chloride-lyase (deaminating) (EC 4.5.1.2)'],\n", + " 'features': [],\n", + " 'id': 'ftr30891',\n", + " 'name': '3-chloro-D-alanine dehydrochlorinase (EC 4.5.1.2)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:ddt-dehydrochlorinase(ec)',\n", + " 'kegg:DDT-ase (EC 4.5.1.1)',\n", + " 'kegg:1,1,1-trichloro-2,2-bis(4-chlorophenyl)ethane chloride-lyase (EC 4.5.1.1)',\n", + " 'kegg:DDTase (EC 4.5.1.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr30892',\n", + " 'name': 'DDT-dehydrochlorinase (EC 4.5.1.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:(s)-2-hydroxy-fatty-aciddehydrogenase(ec)',\n", + " 'kegg:dehydrogenase, L-2-hydroxy fatty acid (EC 1.1.1.99)',\n", + " 'kegg:L-2-hydroxy fatty acid dehydrogenase (EC 1.1.1.99)',\n", + " 'kegg:2-hydroxy fatty acid oxidase (EC 1.1.1.99)'],\n", + " 'features': [],\n", + " 'id': 'ftr30893',\n", + " 'name': '(S)-2-hydroxy-fatty-acid dehydrogenase (EC 1.1.1.99)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:dichloromethanedehalogenase(ec)',\n", + " 'kegg:dichloromethane chloride-lyase (chloride-hydrolysing) (EC 4.5.1.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr30894',\n", + " 'name': 'dichloromethane dehalogenase (EC 4.5.1.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:udp-glucuronicaciddehydrogenase(udp-4-keto-hexauronicaciddecarboxylating)(ec)',\n", + " 'kegg:UDP-GlcUA decarboxylase (EC 1.1.1.305)',\n", + " 'kegg:ArnADH (EC 1.1.1.305)'],\n", + " 'features': [],\n", + " 'id': 'ftr30895',\n", + " 'name': 'UDP-glucuronic acid dehydrogenase (UDP-4-keto-hexauronic acid decarboxylating) (EC 1.1.1.305)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:s-carboxymethylcysteinesynthase(ec)',\n", + " 'kegg:S-carboxymethyl-L-cysteine synthase (EC 4.5.1.5)'],\n", + " 'features': [],\n", + " 'id': 'ftr30896',\n", + " 'name': 'S-carboxymethylcysteine synthase (EC 4.5.1.5)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:diacetylreductase[(r)-acetoinforming](ec)',\n", + " 'kegg:(R)-acetoin dehydrogenase (EC 1.1.1.303)'],\n", + " 'features': [],\n", + " 'id': 'ftr30897',\n", + " 'name': 'diacetyl reductase [(R)-acetoin forming] (EC 1.1.1.303)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14600'],\n", + " 'features': [],\n", + " 'id': 'ftr14600',\n", + " 'name': 'Uracil-DNA glycosylase, family 5',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:n-succinylargininedihydrolase(ec)',\n", + " 'kegg:N2-succinylarginine dihydrolase (EC 3.5.3.23)',\n", + " 'kegg:arginine succinylhydrolase (EC 3.5.3.23)',\n", + " 'kegg:SADH (EC 3.5.3.23)',\n", + " 'kegg:AruB (EC 3.5.3.23)',\n", + " 'kegg:AstB (EC 3.5.3.23)',\n", + " 'kegg:2-N-succinyl-L-arginine iminohydrolase (decarboxylating) (EC 3.5.3.23)'],\n", + " 'features': [],\n", + " 'id': 'ftr34196',\n", + " 'name': 'N-succinylarginine dihydrolase (EC 3.5.3.23)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.16085'],\n", + " 'features': [],\n", + " 'id': 'ftr16085',\n", + " 'name': 'FIG00638928: hypothetical protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15004'],\n", + " 'features': [],\n", + " 'id': 'ftr15004',\n", + " 'name': 'CRP protected region 3 at ca-fix divergon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:lipopolysaccharide3-alpha-galactosyltransferase(ec)',\n", + " 'kegg:UDP-galactose:lipopolysaccharide alpha,3-galactosyltransferase (EC 2.4.1.44)',\n", + " 'kegg:UDP-galactose:polysaccharide galactosyltransferase (EC 2.4.1.44)',\n", + " 'kegg:uridine diphosphate galactose:lipopolysaccharide alpha-3-galactosyltransferase (EC 2.4.1.44)',\n", + " 'kegg:uridine diphosphogalactose-lipopolysaccharide alpha,3-galactosyltransferase (EC 2.4.1.44)'],\n", + " 'features': [],\n", + " 'id': 'ftr33124',\n", + " 'name': 'lipopolysaccharide 3-alpha-galactosyltransferase (EC 2.4.1.44)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14689'],\n", + " 'features': [],\n", + " 'id': 'ftr14689',\n", + " 'name': 'putative CRP site 1 at dad operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14688'],\n", + " 'features': [],\n", + " 'id': 'ftr14688',\n", + " 'name': 'CRP site at nmpC gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:protein-glucosylgalactosylhydroxylysineglucosidase(ec)',\n", + " 'kegg:2-O-alpha-D-glucopyranosyl-5-O-alpha-D-galactopyranosylhydroxy-L-lysine glucohydrolase (EC 3.2.1.107)',\n", + " 'kegg:protein-alpha-D-glucosyl-1,2-beta-D-galactosyl-L-hydroxylysine glucohydrolase (EC 3.2.1.107)'],\n", + " 'features': [],\n", + " 'id': 'ftr33121',\n", + " 'name': 'protein-glucosylgalactosylhydroxylysine glucosidase (EC 3.2.1.107)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:ceramideglucosyltransferase(ec)',\n", + " 'kegg:UDP-glucose:ceramide glucosyltransferase (EC 2.4.1.80)',\n", + " 'kegg:ceramide:UDP-Glc glucosyltransferase (EC 2.4.1.80)',\n", + " 'kegg:uridine diphosphoglucose-ceramide glucosyltransferase (EC 2.4.1.80)',\n", + " 'kegg:ceramide:UDP-glucose glucosyltransferase (EC 2.4.1.80)',\n", + " 'kegg:glucosylceramide synthase (EC 2.4.1.80)'],\n", + " 'features': [],\n", + " 'id': 'ftr33120',\n", + " 'name': 'ceramide glucosyltransferase (EC 2.4.1.80)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': [\"searchname:luteolin-7-o-glucuronide2''-o-glucuronosyltransferase(ec)\",\n", + " 'kegg:uridine diphosphoglucuronate-luteolin 7-O-glucuronide glucuronosyltransferase (EC 2.4.1.190)',\n", + " 'kegg:LMT (EC 2.4.1.190)',\n", + " 'kegg:UDP-glucuronate:luteolin 7-O-glucuronide-glucuronosyltransferase (EC 2.4.1.190)'],\n", + " 'features': [],\n", + " 'id': 'ftr33123',\n", + " 'name': \"luteolin-7-O-glucuronide 2''-O-glucuronosyltransferase (EC 2.4.1.190)\",\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:angiotensin-convertingenzyme2(ec)',\n", + " 'kegg:ACE-2 (EC 3.4.17.23)',\n", + " 'kegg:ACE2 (EC 3.4.17.23)',\n", + " 'kegg:hACE2 (EC 3.4.17.23)',\n", + " 'kegg:angiotensin converting enzyme 2 (EC 3.4.17.23)',\n", + " 'kegg:angiotensin converting enzyme-2 (EC 3.4.17.23)',\n", + " 'kegg:Tmem27 (EC 3.4.17.23)'],\n", + " 'features': [],\n", + " 'id': 'ftr31795',\n", + " 'name': 'angiotensin-converting enzyme 2 (EC 3.4.17.23)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14683'],\n", + " 'features': [],\n", + " 'id': 'ftr14683',\n", + " 'name': 'CRP site 5 at mtl operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14682'],\n", + " 'features': [],\n", + " 'id': 'ftr14682',\n", + " 'name': 'putative Fur binding site at fptA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14681'],\n", + " 'features': [],\n", + " 'id': 'ftr14681',\n", + " 'name': 'CRP site 4 at mtl operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14680'],\n", + " 'features': [],\n", + " 'id': 'ftr14680',\n", + " 'name': 'CRP site 3 at mtl operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14687'],\n", + " 'features': [],\n", + " 'id': 'ftr14687',\n", + " 'name': 'cis-acting region at nmpC gene (pHo repression)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14686'],\n", + " 'features': [],\n", + " 'id': 'ftr14686',\n", + " 'name': 'CRP site II at crp gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14685'],\n", + " 'features': [],\n", + " 'id': 'ftr14685',\n", + " 'name': 'CRP (CAP) site at uhpT gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14684'],\n", + " 'features': [],\n", + " 'id': 'ftr14684',\n", + " 'name': 'CRP (CAP) retarded region at uhpT gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:(r)-limonene6-monooxygenase(ec)',\n", + " 'kegg:(+)-limonene-6-hydroxylase (EC 1.14.13.80)',\n", + " 'kegg:(+)-limonene 6-monooxygenase (EC 1.14.13.80)'],\n", + " 'features': [],\n", + " 'id': 'ftr32535',\n", + " 'name': '(R)-limonene 6-monooxygenase (EC 1.14.13.80)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:decylhomocitratesynthase(ec)',\n", + " 'kegg:2-decylhomocitrate synthase (EC 2.3.3.4)',\n", + " 'kegg:3-hydroxytetradecane-1,3,4-tricarboxylate 2-oxoglutarate-lyase (CoA-acylating) (EC 2.3.3.4)'],\n", + " 'features': [],\n", + " 'id': 'ftr32534',\n", + " 'name': 'decylhomocitrate synthase (EC 2.3.3.4)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:carboxypeptidasem(ec)', 'kegg:CPM (EC 3.4.17.12)'],\n", + " 'features': [],\n", + " 'id': 'ftr32537',\n", + " 'name': 'carboxypeptidase M (EC 3.4.17.12)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:sphingomyelinsynthase(ec)',\n", + " 'kegg:SM synthase (EC 2.7.8.27)',\n", + " 'kegg:SMS1 (EC 2.7.8.27)',\n", + " 'kegg:SMS2 (EC 2.7.8.27)'],\n", + " 'features': [],\n", + " 'id': 'ftr32536',\n", + " 'name': 'sphingomyelin synthase (EC 2.7.8.27)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:sulfoacetaldehydedehydrogenase(ec)',\n", + " 'kegg:SafD (EC 1.2.1.73)'],\n", + " 'features': [],\n", + " 'id': 'ftr32531',\n", + " 'name': 'sulfoacetaldehyde dehydrogenase (EC 1.2.1.73)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:dtdp-3-amino-3,6-dideoxy-alpha-d-galactopyranosen,n-dimethyltransferase(ec)',\n", + " 'kegg:RavNMT (EC 2.1.1.236)'],\n", + " 'features': [],\n", + " 'id': 'ftr32533',\n", + " 'name': 'dTDP-3-amino-3,6-dideoxy-alpha-D-galactopyranose N,N-dimethyltransferase (EC 2.1.1.236)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:calpain-3(ec)',\n", + " 'kegg:p94 (EC 3.4.22.54)',\n", + " 'kegg:calpain p94 (EC 3.4.22.54)',\n", + " 'kegg:CAPN3 (EC 3.4.22.54)',\n", + " 'kegg:muscle calpain (EC 3.4.22.54)',\n", + " 'kegg:calpain 3 (EC 3.4.22.54)',\n", + " 'kegg:calcium-activated neutral proteinase 3 (EC 3.4.22.54)',\n", + " 'kegg:muscle-specific calcium-activated neutral protease 3 (EC 3.4.22.54)',\n", + " 'kegg:CANP 3 (EC 3.4.22.54)',\n", + " 'kegg:calpain L3 (EC 3.4.22.54)'],\n", + " 'features': [],\n", + " 'id': 'ftr31573',\n", + " 'name': 'calpain-3 (EC 3.4.22.54)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['psfr.669'],\n", + " 'features': ['AT2G39930', 'AT4G09020'],\n", + " 'id': 'ftr50669',\n", + " 'name': 'Starch debranching enzyme, isoamylase (EC 3.2.1.68)',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['searchname:cortisolo-acetyltransferase(ec)',\n", + " 'kegg:cortisol acetyltransferase (EC 2.3.1.27)',\n", + " 'kegg:corticosteroid acetyltransferase (EC 2.3.1.27)',\n", + " 'kegg:corticosteroid-21-O-acetyltransferase (EC 2.3.1.27)'],\n", + " 'features': [],\n", + " 'id': 'ftr32539',\n", + " 'name': 'cortisol O-acetyltransferase (EC 2.3.1.27)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:arylmalonatedecarboxylase(ec)',\n", + " 'kegg:AMDASE (EC 4.1.1.76)',\n", + " 'kegg:2-aryl-2-methylmalonate carboxy-lyase (EC 4.1.1.76)',\n", + " 'kegg:2-aryl-2-methylmalonate carboxy-lyase (2-arylpropionate-forming) (EC 4.1.1.76)'],\n", + " 'features': [],\n", + " 'id': 'ftr32538',\n", + " 'name': 'arylmalonate decarboxylase (EC 4.1.1.76)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:putrescineoxidase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr31719',\n", + " 'name': 'putrescine oxidase (EC 1.4.3.10)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.7904'],\n", + " 'features': [],\n", + " 'id': 'ftr07904',\n", + " 'name': 'Propionyl-CoA carboxylase beta chain (EC 6.4.1.3)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12903'],\n", + " 'features': [],\n", + " 'id': 'ftr12903',\n", + " 'name': 'Alpha-N-arabinofuranosidase II (EC 3.2.1.55)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7906'],\n", + " 'features': [],\n", + " 'id': 'ftr07906',\n", + " 'name': 'decarboxylase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7907'],\n", + " 'features': [],\n", + " 'id': 'ftr07907',\n", + " 'name': 'isobutyryl-CoA dehydrogenase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7900'],\n", + " 'features': [],\n", + " 'id': 'ftr07900',\n", + " 'name': 'Isocitrate lyase (EC 4.1.3.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12907'],\n", + " 'features': [],\n", + " 'id': 'ftr12907',\n", + " 'name': 'Ascorbate-specific PTS system, EIIB component (EC 2.7.1.69)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7902'],\n", + " 'features': [],\n", + " 'id': 'ftr07902',\n", + " 'name': 'Methylmalonyl-CoA mutase (EC 5.4.99.2)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7903'],\n", + " 'features': [],\n", + " 'id': 'ftr07903',\n", + " 'name': 'crotonyl-CoA reductase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['psfr.420'],\n", + " 'features': ['AT2G47690', 'AT3G62790'],\n", + " 'id': 'ftr50420',\n", + " 'name': 'NADH dehydrogenase [ubiquinone] iron-sulfur protein 5',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['msfr.12908'],\n", + " 'features': [],\n", + " 'id': 'ftr12908',\n", + " 'name': 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beta-1,6-N-acetylglucosaminyltransferase (EC 2.4.1.155)',\n", + " 'kegg:uridine diphosphoacetylglucosamine-alpha-mannoside beta1->6-acetylglucosaminyltransferase (EC 2.4.1.155)',\n", + " 'kegg:UDP-N-acetylglucosamine:alpha-mannoside-beta1,6 N-acetylglucosaminyltransferase (EC 2.4.1.155)',\n", + " 'kegg:alpha-1,3(6)-mannosylglycoprotein beta-1,6-N-acetylglucosaminyltransferase (EC 2.4.1.155)',\n", + " 'kegg:GnTV (EC 2.4.1.155)'],\n", + " 'features': [],\n", + " 'id': 'ftr31714',\n", + " 'name': 'alpha-1,6-mannosyl-glycoprotein 6-beta-N-acetylglucosaminyltransferase (EC 2.4.1.155)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.10238'],\n", + " 'features': [],\n", + " 'id': 'ftr10238',\n", + " 'name': 'Antigen 85-A precursor (85A) (Antigen 85 complex A) (Ag85A) (Mycolyl transferase 85A) (EC 2.3.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10236'],\n", + " 'features': [],\n", + " 'id': 'ftr10236',\n", + " 'name': 'Transposase for insertion sequence element 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'ModelSEED'},\n", + " {'aliases': ['msfr.10230'],\n", + " 'features': [],\n", + " 'id': 'ftr10230',\n", + " 'name': 'Penicillin-binding protein AmpH',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10231'],\n", + " 'features': [],\n", + " 'id': 'ftr10231',\n", + " 'name': 'L,D-transpeptidase YcfS',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5858'],\n", + " 'features': [],\n", + " 'id': 'ftr05858',\n", + " 'name': 'Formylmethanofuran dehydrogenase (tungsten) operon gene H',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5859'],\n", + " 'features': [],\n", + " 'id': 'ftr05859',\n", + " 'name': 'Formylmethanofuran--tetrahydromethanopterin N-formyltransferase (EC 2.3.1.101)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11013'],\n", + " 'features': [],\n", + " 'id': 'ftr11013',\n", + " 'name': 'ATP-sensitive inward rectifier potassium channel 8',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11012'],\n", + " 'features': [],\n", + " 'id': 'ftr11012',\n", + " 'name': 'Vesicle transport protein GOT1B',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11015'],\n", + " 'features': [],\n", + " 'id': 'ftr11015',\n", + " 'name': 'Type IV secretion/competence protein (VirB10)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11014'],\n", + " 'features': [],\n", + " 'id': 'ftr11014',\n", + " 'name': 'Type IV secretion/competence protein (VirB9)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11017'],\n", + " 'features': [],\n", + " 'id': 'ftr11017',\n", + " 'name': 'Hypothetical protein pVir0007',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.11016'],\n", + " 'features': [],\n", + " 'id': 'ftr11016',\n", + " 'name': 'Hypothetical protein pVir0004',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5850'],\n", + " 'features': [],\n", + " 'id': 'ftr05850',\n", + " 'name': 'Formylmethanofuran dehydrogenase subunit D (EC 1.2.99.5)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5851'],\n", + " 'features': [],\n", + " 'id': 'ftr05851',\n", + " 'name': 'Formylmethanofuran dehydrogenase (molybdenum) subunit D (EC 1.2.99.5)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5852'],\n", + " 'features': [],\n", + " 'id': 'ftr05852',\n", + " 'name': 'Formylmethanofuran dehydrogenase (tungsten) subunit D (EC 1.2.99.5)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5853'],\n", + " 'features': [],\n", + " 'id': 'ftr05853',\n", + " 'name': 'Formylmethanofuran dehydrogenase (molybdenum) operon gene E',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5854'],\n", + " 'features': [],\n", + " 'id': 'ftr05854',\n", + " 'name': 'Formylmethanofuran dehydrogenase (molybdenum) operon gene F (polyferredoxin)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.5855'],\n", + " 'features': [],\n", + " 'id': 'ftr05855',\n", + " 'name': 'Formylmethanofuran dehydrogenase (tungsten) operon gene F 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1.8.4.13)',\n", + " 'kegg:methionine-S-oxide reductase (EC 1.8.4.13)',\n", + " 'kegg:free-methionine (S)-S-oxide reductase (EC 1.8.4.13)'],\n", + " 'features': [],\n", + " 'id': 'ftr34726',\n", + " 'name': 'L-methionine (S)-S-oxide reductase (EC 1.8.4.13)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:glutamate-5-semialdehydedehydrogenase(ec)',\n", + " 'kegg:beta-glutamylphosphate reductase (EC 1.2.1.41)',\n", + " 'kegg:gamma-glutamyl phosphate reductase (EC 1.2.1.41)',\n", + " 'kegg:beta-glutamylphosphate reductase (EC 1.2.1.41)',\n", + " 'kegg:glutamate semialdehyde dehydrogenase (EC 1.2.1.41)',\n", + " 'kegg:glutamate-gamma-semialdehyde dehydrogenase (EC 1.2.1.41)'],\n", + " 'features': [],\n", + " 'id': 'ftr34520',\n", + " 'name': 'glutamate-5-semialdehyde dehydrogenase (EC 1.2.1.41)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15486'],\n", + " 'features': [],\n", + " 'id': 'ftr15486',\n", + " 'name': '7-alpha-hydroxysteroid dehydrogenase (EC 1.1.1.159)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15487'],\n", + " 'features': [],\n", + " 'id': 'ftr15487',\n", + " 'name': 'Cystathionine beta-lyase (EC 4.4.1.8) (CBL) (Beta-cystathionase) (Cysteine lyase)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15484'],\n", + " 'features': [],\n", + " 'id': 'ftr15484',\n", + " 'name': 'Protein ydgH precursor',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.15485'],\n", + " 'features': [],\n", + " 'id': 'ftr15485',\n", + " 'name': 'Putative GTP-binding protein YdgA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4109'],\n", + " 'features': [],\n", + " 'id': 'ftr04109',\n", + " 'name': '3-phenylpropionate dioxygenase alpha subunit (EC 1.14.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4108'],\n", + " 'features': [],\n", + " 'id': 'ftr04108',\n", + " 'name': '3-phenylpropionate dioxygenase beta subunit (EC 1.14.1.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4459'],\n", + " 'features': [],\n", + " 'id': 'ftr04459',\n", + " 'name': 'Histidine ABC transporter, permease protein HisM (TC 3.A.1.3.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4458'],\n", + " 'features': [],\n", + " 'id': 'ftr04458',\n", + " 'name': 'Histidine ABC transporter, permease protein HisQ (TC 3.A.1.3.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4457'],\n", + " 'features': [],\n", + " 'id': 'ftr04457',\n", + " 'name': 'Histidine ABC transporter, histidine-binding periplasmic protein precursor HisJ (TC 3.A.1.3.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4104'],\n", + " 'features': [],\n", + " 'id': 'ftr04104',\n", + " 'name': '3-phenylpropionic acid transporter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4455'],\n", + " 'features': [],\n", + " 'id': 'ftr04455',\n", + " 'name': 'Arginine ABC transporter, ATP-binding protein ArtP',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4454'],\n", + " 'features': [],\n", + " 'id': 'ftr04454',\n", + " 'name': 'Arginine ABC transporter, periplasmic arginine-binding protein ArtI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4453'],\n", + " 'features': [],\n", + " 'id': 'ftr04453',\n", + " 'name': 'Arginine ABC transporter, permease protein ArtM',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4452'],\n", + " 'features': [],\n", + " 'id': 'ftr04452',\n", + " 'name': 'Arginine ABC transporter, permease protein ArtQ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4451'],\n", + " 'features': [],\n", + " 'id': 'ftr04451',\n", + " 'name': 'Ornithine cyclodeaminase (EC 4.3.1.12)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.4102'],\n", + " 'features': [],\n", + " 'id': 'ftr04102',\n", + " 'name': 'Nitrogen regulatory protein P-II',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16418'],\n", + " 'features': [],\n", + " 'id': 'ftr16418',\n", + " 'name': 'dnaAp2',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8169'],\n", + " 'features': [],\n", + " 'id': 'ftr08169',\n", + " 'name': 'Siderophore staphylobactin ABC transporter, permease protein SirB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16084'],\n", + " 'features': [],\n", + " 'id': 'ftr16084',\n", + " 'name': 'LSU ribosomal protein L31p, zinc-dependent',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:glucan1,4-alpha-maltotetraohydrolase(ec)',\n", + " 'kegg:exo-maltotetraohydrolase (EC 3.2.1.60)',\n", + " 'kegg:1,4-alpha-D-glucan maltotetraohydrolase (EC 3.2.1.60)'],\n", + " 'features': [],\n", + " 'id': 'ftr33657',\n", + " 'name': 'glucan 1,4-alpha-maltotetraohydrolase (EC 3.2.1.60)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:fadreductase[nad(p)h](ec)',\n", + " 'kegg:GTNG_3158 (gene name) (EC 1.5.1.45)'],\n", + " 'features': [],\n", + " 'id': 'ftr33647',\n", + " 'name': 'FAD reductase [NAD(P)H] (EC 1.5.1.45)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.16350'],\n", + " 'features': [],\n", + " 'id': 'ftr16350',\n", + " 'name': 'fucPIK promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13483'],\n", + " 'features': [],\n", + " 'id': 'ftr13483',\n", + " 'name': 'Phage replication initiation protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2855'],\n", + " 'features': [],\n", + " 'id': 'ftr02855',\n", + " 'name': 'Capsular polysaccharide repeating-unit polymerase CpsH',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2854'],\n", + " 'features': [],\n", + " 'id': 'ftr02854',\n", + " 'name': 'Polysaccharide biosynthesis protein CpsH(V)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2857'],\n", + " 'features': [],\n", + " 'id': 'ftr02857',\n", + " 'name': 'Capsular polysaccharide biosynthesis protein CpsK(V)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2856'],\n", + " 'features': [],\n", + " 'id': 'ftr02856',\n", + " 'name': 'Capsular polysaccharide repeat unit transporter CpsL',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2851'],\n", + " 'features': [],\n", + " 'id': 'ftr02851',\n", + " 'name': 'Galactosyl transferase CpsE (EC 2.7.8.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2850'],\n", + " 'features': [],\n", + " 'id': 'ftr02850',\n", + " 'name': 'Tyrosine-protein phosphatase CpsB (EC 3.1.3.48)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2853'],\n", + " 'features': [],\n", + " 'id': 'ftr02853',\n", + " 'name': 'Glycosyl transferase CpsG',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2852'],\n", + " 'features': [],\n", + " 'id': 'ftr02852',\n", + " 'name': 'Polysaccharide biosynthesis protein CpsF',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2859'],\n", + " 'features': [],\n", + " 'id': 'ftr02859',\n", + " 'name': 'Polysaccharide biosynthesis protein CpsM(V)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2858'],\n", + " 'features': [],\n", + " 'id': 'ftr02858',\n", + " 'name': 'Capsular polysaccharide biosynthesis protein Cps4E',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:xanthommatinreductase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr30478',\n", + " 'name': 'xanthommatin reductase (EC 1.3.1.41)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:12-oxophytodienoatereductase(ec)',\n", + " 'kegg:12-oxo-phytodienoic acid reductase (EC 1.3.1.42)'],\n", + " 'features': [],\n", + " 'id': 'ftr30479',\n", + " 'name': '12-oxophytodienoate reductase (EC 1.3.1.42)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.16357'],\n", + " 'features': [],\n", + " 'id': 'ftr16357',\n", + " 'name': 'dadAX promoter P1',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:steroiddelta-isomerase(ec)',\n", + " 'kegg:hydroxysteroid isomerase (EC 5.3.3.1)',\n", + " 'kegg:steroid isomerase (EC 5.3.3.1)',\n", + " 'kegg:Delta5-ketosteroid isomerase (EC 5.3.3.1)',\n", + " 'kegg:Delta5(or Delta4)-3-keto steroid isomerase (EC 5.3.3.1)',\n", + " 'kegg:Delta5-steroid isomerase (EC 5.3.3.1)',\n", + " 'kegg:3-oxosteroid isomerase (EC 5.3.3.1)',\n", + " 'kegg:Delta5-3-keto steroid isomerase (EC 5.3.3.1)',\n", + " 'kegg:Delta5-3-oxosteroid isomerase (EC 5.3.3.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr30654',\n", + " 'name': 'steroid Delta-isomerase (EC 5.3.3.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.13489'],\n", + " 'features': [],\n", + " 'id': 'ftr13489',\n", + " 'name': 'Phage recombination related endonuclease',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10640'],\n", + " 'features': [],\n", + " 'id': 'ftr10640',\n", + " 'name': 'Nitrate/nitrite sensor protein (EC 2.7.3.-)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13504'],\n", + " 'features': [],\n", + " 'id': 'ftr13504',\n", + " 'name': 'Nudix hydrolase, phage-associated',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13507'],\n", + " 'features': [],\n", + " 'id': 'ftr13507',\n", + " 'name': 'Phage replication initiation',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13501'],\n", + " 'features': [],\n", + " 'id': 'ftr13501',\n", + " 'name': 'Phage RNA polymerase binding protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13500'],\n", + " 'features': [],\n", + " 'id': 'ftr13500',\n", + " 'name': 'Phage DNA topoisomerase large subunit (EC 5.99.1.3)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13503'],\n", + " 'features': [],\n", + " 'id': 'ftr13503',\n", + " 'name': 'Phage alc transcription terminator',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13502'],\n", + " 'features': [],\n", + " 'id': 'ftr13502',\n", + " 'name': 'Phage translational repressor, regA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:glutamatesynthase(ferredoxin)(ec)',\n", + " 'kegg:ferredoxin-dependent glutamate synthase (EC 1.4.7.1)',\n", + " 'kegg:ferredoxin-glutamate synthase (EC 1.4.7.1)',\n", + " 'kegg:glutamate synthase (ferredoxin-dependent) (EC 1.4.7.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr34017',\n", + " 'name': 'glutamate synthase (ferredoxin) (EC 1.4.7.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.8167'],\n", + " 'features': [],\n", + " 'id': 'ftr08167',\n", + " 'name': 'Putative SigmaB asociated two-component system sensor protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:prostaglandin-endoperoxidesynthase(ec)',\n", + " 'kegg:prostaglandin synthase (EC 1.14.99.1)',\n", + " 'kegg:prostaglandin G/H synthase (EC 1.14.99.1)',\n", + " 'kegg:(PG)H synthase (EC 1.14.99.1)',\n", + " 'kegg:PG synthetase (EC 1.14.99.1)',\n", + " 'kegg:prostaglandin synthetase (EC 1.14.99.1)',\n", + " 'kegg:fatty acid cyclooxygenase (EC 1.14.99.1)',\n", + " 'kegg:prostaglandin endoperoxide synthetase (EC 1.14.99.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr31793',\n", + " 'name': 'prostaglandin-endoperoxide synthase (EC 1.14.99.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.13509'],\n", + " 'features': [],\n", + " 'id': 'ftr13509',\n", + " 'name': 'Integrase regulator RinA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7545'],\n", + " 'features': [],\n", + " 'id': 'ftr07545',\n", + " 'name': 'Cytochrome c oxidase (B(O/a)3-type) chain II (EC 1.9.3.1)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.16356'],\n", + " 'features': [],\n", + " 'id': 'ftr16356',\n", + " 'name': 'aspA promoter',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:datp(dgtp)---dnapurinetransferase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr33104',\n", + " 'name': 'dATP(dGTP)---DNA purinetransferase (EC 2.6.99.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:3-phosphoglyceroyl-phosphate---polyphosphatephosphotransferase(ec)',\n", + " 'kegg:diphosphoglycerate-polyphosphate phosphotransferase (EC 2.7.4.17)',\n", + " 'kegg:1,3-diphosphoglycerate-polyphosphate phosphotransferase (EC 2.7.4.17)'],\n", + " 'features': [],\n", + " 'id': 'ftr30788',\n", + " 'name': '3-phosphoglyceroyl-phosphate---polyphosphate phosphotransferase (EC 2.7.4.17)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:1-hydroxy-2-naphthoate1,2-dioxygenase(ec)',\n", + " 'kegg:1-hydroxy-2-naphthoate dioxygenase (EC 1.13.11.38)',\n", + " 'kegg:1-hydroxy-2-naphthoate-degrading enzyme (EC 1.13.11.38)',\n", + " 'kegg:1-hydroxy-2-naphthoic acid dioxygenase (EC 1.13.11.38)'],\n", + " 'features': [],\n", + " 'id': 'ftr30655',\n", + " 'name': '1-hydroxy-2-naphthoate 1,2-dioxygenase (EC 1.13.11.38)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['psfr.30'],\n", + " 'features': [],\n", + " 'id': 'ftr50030',\n", + " 'name': 'Long-chain fatty acid omega-aldehyde dehydrogenase (EC 1.2.1.-)',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': ['searchname:2,3-dihydroxybenzoate---serineligase(ec)',\n", + " 'kegg:N-(2,3-dihydroxybenzoyl)-serine synthetase (EC 6.3.2.14)',\n", + " 'kegg:2,3-dihydroxybenzoylserine synthetase (EC 6.3.2.14)'],\n", + " 'features': [],\n", + " 'id': 'ftr30784',\n", + " 'name': '2,3-dihydroxybenzoate---serine ligase (EC 6.3.2.14)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:carnosinesynthase(ec)',\n", + " 'kegg:carnosine synthetase (EC 6.3.2.11)',\n", + " 'kegg:carnosine-anserine synthetase (EC 6.3.2.11)',\n", + " 'kegg:homocarnosine-carnosine synthetase (EC 6.3.2.11)',\n", + " 'kegg:carnosine-homocarnosine synthetase (EC 6.3.2.11)',\n", + " 'kegg:L-histidine:beta-alanine ligase (AMP-forming) (incorrect) (EC 6.3.2.11)'],\n", + " 'features': [],\n", + " 'id': 'ftr30785',\n", + " 'name': 'carnosine synthase (EC 6.3.2.11)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:retinalisomerase(ec)',\n", + " 'kegg:retinene isomerase (EC 5.2.1.3)',\n", + " 'kegg:retinoid isomerase (EC 5.2.1.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr30787',\n", + " 'name': 'retinal isomerase (EC 5.2.1.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:trypanothionesynthase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr30781',\n", + " 'name': 'trypanothione synthase (EC 6.3.1.9)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14310'],\n", + " 'features': [],\n", + " 'id': 'ftr14310',\n", + " 'name': 'T4-like phage protein, T4 GC1584',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:udp-n-acetylmuramoyl-l-alanyl-d-glutamate---2,6-diaminopimelateligase(ec)',\n", + " 'kegg:MurE synthetase [ambiguous] (EC 6.3.2.13)',\n", + " 'kegg:UDP-N-acetylmuramoyl-L-alanyl-D-glutamate:meso-2,6-diamino-heptanedioate ligase (ADP-forming) (EC 6.3.2.13)',\n", + " 'kegg:UDP-N-acetylmuramoyl-L-alanyl-D-glutamyl-meso-2,6-diaminopimelate synthetase (EC 6.3.2.13)',\n", + " 'kegg:UDP-N-acetylmuramoylalanyl-D-glutamate---2,6-diaminopimelate ligase (EC 6.3.2.13)'],\n", + " 'features': [],\n", + " 'id': 'ftr30783',\n", + " 'name': 'UDP-N-acetylmuramoyl-L-alanyl-D-glutamate---2,6-diaminopimelate ligase (EC 6.3.2.13)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.12274'],\n", + " 'features': [],\n", + " 'id': 'ftr12274',\n", + " 'name': 'Uncharacterized protein YhaL',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12275'],\n", + " 'features': [],\n", + " 'id': 'ftr12275',\n", + " 'name': 'Inner membrane protein YhaH',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12276'],\n", + " 'features': [],\n", + " 'id': 'ftr12276',\n", + " 'name': 'Inner membrane protein YhaI',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.10691'],\n", + " 'features': [],\n", + " 'id': 'ftr10691',\n", + " 'name': 'PlcB, ORFX, ORFP, ORFB, ORFA, ldh gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12270'],\n", + " 'features': [],\n", + " 'id': 'ftr12270',\n", + " 'name': 'Inner membrane protein YqjK',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12271'],\n", + " 'features': [],\n", + " 'id': 'ftr12271',\n", + " 'name': 'Inner membrane protein YqjF',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12272'],\n", + " 'features': [],\n", + " 'id': 'ftr12272',\n", + " 'name': 'LysR-family transcriptional regulator YhaJ',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.12273'],\n", + " 'features': [],\n", + " 'id': 'ftr12273',\n", + " 'name': 'Pirin-like protein YhaK',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:alkylglycerophosphoethanolaminephosphodiesterase(ec)',\n", + " 'kegg:lysophospholipase D (EC 3.1.4.39)'],\n", + " 'features': [],\n", + " 'id': 'ftr33100',\n", + " 'name': 'alkylglycerophosphoethanolamine phosphodiesterase (EC 3.1.4.39)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.12278'],\n", + " 'features': [],\n", + " 'id': 'ftr12278',\n", + " 'name': 'Recombination protein RecU',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:udp-n-acetylglucosamine---lysosomal-enzymen-acetylglucosaminephosphotransferase(ec)',\n", + " 'kegg:N-acetylglucosaminylphosphotransferase (EC 2.7.8.17)',\n", + " 'kegg:UDP-N-acetylglucosamine:lysosomal enzyme N-acetylglucosamine-1-phosphotransferase (EC 2.7.8.17)',\n", + " 'kegg:UDP-GlcNAc:glycoprotein N-acetylglucosamine-1-phosphotransferase (EC 2.7.8.17)',\n", + " 'kegg:uridine diphosphoacetylglucosamine-lysosomal enzyme precursor acetylglucosamine-1-phosphotransferase (EC 2.7.8.17)',\n", + " 'kegg:uridine diphosphoacetylglucosamine-glycoprotein acetylglucosamine-1-phosphotransferase (EC 2.7.8.17)',\n", + " 'kegg:lysosomal enzyme precursor acetylglucosamine-1-phosphotransferase (EC 2.7.8.17)',\n", + " 'kegg:N-acetylglucosaminyl phosphotransferase (EC 2.7.8.17)',\n", + " 'kegg:UDP-acetylglucosamine:lysosomal enzyme N-acetylglucosamine-1-phosphotransferase (EC 2.7.8.17)',\n", + " 'kegg:UDP-GlcNAc:lysosomal enzyme N-acetylglucosamine-1-phosphotransferase (EC 2.7.8.17)',\n", + " 'kegg:UDP-N-acetylglucosamine:glycoprotein N-acetylglucosamine-1-phosphotransferase (EC 2.7.8.17)',\n", + " 'kegg:UDP-N-acetylglucosamine:glycoprotein N-acetylglucosaminyl-1-phosphotransferase (EC 2.7.8.17)'],\n", + " 'features': [],\n", + " 'id': 'ftr30652',\n", + " 'name': 'UDP-N-acetylglucosamine---lysosomal-enzyme N-acetylglucosaminephosphotransferase (EC 2.7.8.17)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:indoleacetylglucose---inositolo-acyltransferase(ec)',\n", + " 'kegg:indole-3-acetyl-beta-1-D-glucoside:myo-inositol indoleacetyltransferase (EC 2.3.1.72)',\n", + " 'kegg:1-O-(indol-3-ylacetyl)-beta-D-glucose:myo-inositol indole-3-ylacetyltransferase (EC 2.3.1.72)'],\n", + " 'features': [],\n", + " 'id': 'ftr33745',\n", + " 'name': 'indoleacetylglucose---inositol O-acyltransferase (EC 2.3.1.72)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.3457'],\n", + " 'features': [],\n", + " 'id': 'ftr03457',\n", + " 'name': 'Mitochondrial processing peptidase-like protein (EC 3.4.24.64)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.9217'],\n", + " 'features': [],\n", + " 'id': 'ftr09217',\n", + " 'name': 'Bilin biosynthesis protein PecE',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3100'],\n", + " 'features': [],\n", + " 'id': 'ftr03100',\n", + " 'name': 'LSU ribosomal protein P0 (L10p)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3101'],\n", + " 'features': [],\n", + " 'id': 'ftr03101',\n", + " 'name': 'LSU ribosomal protein P1',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3102'],\n", + " 'features': [],\n", + " 'id': 'ftr03102',\n", + " 'name': 'LSU ribosomal protein P2',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3103'],\n", + " 'features': [],\n", + " 'id': 'ftr03103',\n", + " 'name': 'LSU ribosomal protein L12a (P1/P2)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3104'],\n", + " 'features': [],\n", + " 'id': 'ftr03104',\n", + " 'name': 'protein from nitrogen regulatory protein P-II (GLNB) family, ortholog YAAQ B. subtilis',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3105'],\n", + " 'features': [],\n", + " 'id': 'ftr03105',\n", + " 'name': 'Arginine decarboxylase (EC 4.1.1.19) / Lysine decarboxylase (EC 4.1.1.18)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3458'],\n", + " 'features': [],\n", + " 'id': 'ftr03458',\n", + " 'name': 'Phosphocarrier protein kinase/phosphorylase, nitrogen regulation associated',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3107'],\n", + " 'features': [],\n", + " 'id': 'ftr03107',\n", + " 'name': 'Inactive homolog of metal-dependent proteases, putative molecular chaperone',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3456'],\n", + " 'features': [],\n", + " 'id': 'ftr03456',\n", + " 'name': 'Lipid A export ATP-binding/permease protein msbA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3109'],\n", + " 'features': [],\n", + " 'id': 'ftr03109',\n", + " 'name': 'Ribosome-associated heat shock protein implicated in the recycling of the 50S subunit',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3454'],\n", + " 'features': [],\n", + " 'id': 'ftr03454',\n", + " 'name': 'Protein SkfH',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3455'],\n", + " 'features': [],\n", + " 'id': 'ftr03455',\n", + " 'name': 'Cephalosporin hydroxylase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3452'],\n", + " 'features': [],\n", + " 'id': 'ftr03452',\n", + " 'name': 'ABC transporter ATP-binding protein SkfF',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3453'],\n", + " 'features': [],\n", + " 'id': 'ftr03453',\n", + " 'name': 'Protein SkfG',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3450'],\n", + " 'features': [],\n", + " 'id': 'ftr03450',\n", + " 'name': 'Amino terminal CAAX family protease SkfD',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.3451'],\n", + " 'features': [],\n", + " 'id': 'ftr03451',\n", + " 'name': 'ABC transporter SkfE',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2503'],\n", + " 'features': [],\n", + " 'id': 'ftr02503',\n", + " 'name': 'Heme ABC type transporter HtsABC, permease protein HtsB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2502'],\n", + " 'features': [],\n", + " 'id': 'ftr02502',\n", + " 'name': 'Heme ABC type transporter HtsABC, heme-binding protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2501'],\n", + " 'features': [],\n", + " 'id': 'ftr02501',\n", + " 'name': 'PTS system, N-acetylglucosamine-specific IIB component (EC 2.7.1.69)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2500'],\n", + " 'features': [],\n", + " 'id': 'ftr02500',\n", + " 'name': 'calcium/proton exchanger',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2507'],\n", + " 'features': [],\n", + " 'id': 'ftr02507',\n", + " 'name': 'Na+/H+ antiporter NhaC',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2506'],\n", + " 'features': [],\n", + " 'id': 'ftr02506',\n", + " 'name': 'sodium/hydrogen exchanger family protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14999'],\n", + " 'features': [],\n", + " 'id': 'ftr14999',\n", + " 'name': 'CaiF protected region F2 at cai/fix divergon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2504'],\n", + " 'features': [],\n", + " 'id': 'ftr02504',\n", + " 'name': 'Heme ABC type transporter HtsABC, permease protein HtsC',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7759'],\n", + " 'features': [],\n", + " 'id': 'ftr07759',\n", + " 'name': 'Melibiose operon regulatory protein',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.7758'],\n", + " 'features': [],\n", + " 'id': 'ftr07758',\n", + " 'name': 'Cobalamin biosynthesis protein BluB',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2509'],\n", + " 'features': [],\n", + " 'id': 'ftr02509',\n", + " 'name': 'Transporter, LysE family',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.2508'],\n", + " 'features': [],\n", + " 'id': 'ftr02508',\n", + " 'name': 'Glucose/mannose:H+ symporter GlcP',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14993'],\n", + " 'features': [],\n", + " 'id': 'ftr14993',\n", + " 'name': 'CRP protected region 1 at fuc locus',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14992'],\n", + " 'features': [],\n", + " 'id': 'ftr14992',\n", + " 'name': 'CAP protected region at uhpT gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14991'],\n", + " 'features': [],\n", + " 'id': 'ftr14991',\n", + " 'name': 'CRP site at spf gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.14990'],\n", + " 'features': [],\n", + " 'id': 'ftr14990',\n", + " 'name': 'UhpA protected region at uhpT gene',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:acetylxylanesterase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr30958',\n", + " 'name': 'acetylxylan esterase (EC 3.1.1.72)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['psfr.612'],\n", + " 'features': ['AT4G03280'],\n", + " 'id': 'ftr50612',\n", + " 'name': 'Cytochrome b6-f complex iron-sulfur subunit PetC1 (Rieske iron sulfur protein EC 1.10.9.1)',\n", + " 'source': 'PlantSEED'},\n", + " {'aliases': [\"searchname:2'-hydroxyisoflavonereductase(ec)\",\n", + " \"kegg:NADPH:2'-hydroxyisoflavone oxidoreductase (EC 1.3.1.45)\",\n", + " 'kegg:isoflavone reductase (EC 1.3.1.45)',\n", + " \"kegg:2',7-dihydroxy-4',5'-methylenedioxyisoflavone reductase (EC 1.3.1.45)\"],\n", + " 'features': [],\n", + " 'id': 'ftr32165',\n", + " 'name': \"2'-hydroxyisoflavone reductase (EC 1.3.1.45)\",\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:l-galactonolactonedehydrogenase(ec)',\n", + " 'kegg:galactonolactone dehydrogenase (EC 1.3.2.3)',\n", + " 'kegg:L-galactono-gamma-lactone dehydrogenase (EC 1.3.2.3)',\n", + " 'kegg:L-galactono-gamma-lactone:ferricytochrome-c oxidoreductase (EC 1.3.2.3)',\n", + " 'kegg:GLDHase (EC 1.3.2.3)',\n", + " 'kegg:GLDase (EC 1.3.2.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr34601',\n", + " 'name': 'L-galactonolactone dehydrogenase (EC 1.3.2.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:alkenemonooxygenase(ec)',\n", + " 'kegg:alkene epoxygenase (EC 1.14.13.69)'],\n", + " 'features': [],\n", + " 'id': 'ftr30650',\n", + " 'name': 'alkene monooxygenase (EC 1.14.13.69)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.12289'],\n", + " 'features': [],\n", + " 'id': 'ftr12289',\n", + " 'name': 'CRISPR-associated RAMP Cmr1',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:2-furoate---coaligase(ec)',\n", + " 'kegg:2-furoyl coenzyme A synthetase (EC 6.2.1.31)'],\n", + " 'features': [],\n", + " 'id': 'ftr31785',\n", + " 'name': '2-furoate---CoA ligase (EC 6.2.1.31)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:t2-induceddeoxynucleotidekinase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr31784',\n", + " 'name': 'T2-induced deoxynucleotide kinase (EC 2.7.4.12)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:meprinb(ec)', 'kegg:meprin-b (EC 3.4.24.63)'],\n", + " 'features': [],\n", + " 'id': 'ftr30491',\n", + " 'name': 'meprin B (EC 3.4.24.63)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:carboxylesterase(ec)',\n", + " 'kegg:ali-esterase (EC 3.1.1.1)',\n", + " 'kegg:B-esterase (EC 3.1.1.1)',\n", + " 'kegg:monobutyrase (EC 3.1.1.1)',\n", + " 'kegg:cocaine esterase (EC 3.1.1.1)',\n", + " 'kegg:procaine esterase (EC 3.1.1.1)',\n", + " 'kegg:methylbutyrase (EC 3.1.1.1)',\n", + " 'kegg:vitamin A esterase (EC 3.1.1.1)',\n", + " 'kegg:butyryl esterase (EC 3.1.1.1)',\n", + " 'kegg:carboxyesterase (EC 3.1.1.1)',\n", + " 'kegg:carboxylate esterase (EC 3.1.1.1)',\n", + " 'kegg:carboxylic esterase (EC 3.1.1.1)',\n", + " 'kegg:methylbutyrate esterase (EC 3.1.1.1)',\n", + " 'kegg:triacetin esterase (EC 3.1.1.1)',\n", + " 'kegg:carboxyl ester hydrolase (EC 3.1.1.1)',\n", + " 'kegg:butyrate esterase (EC 3.1.1.1)',\n", + " 'kegg:methylbutyrase (EC 3.1.1.1)',\n", + " 'kegg:alpha-carboxylesterase (EC 3.1.1.1)',\n", + " 'kegg:propionyl esterase (EC 3.1.1.1)',\n", + " 'kegg:nonspecific carboxylesterase (EC 3.1.1.1)',\n", + " 'kegg:esterase D (EC 3.1.1.1)',\n", + " 'kegg:esterase B (EC 3.1.1.1)',\n", + " 'kegg:esterase A (EC 3.1.1.1)',\n", + " 'kegg:serine esterase (EC 3.1.1.1)',\n", + " 'kegg:carboxylic acid esterase (EC 3.1.1.1)',\n", + " 'kegg:cocaine esterase (EC 3.1.1.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr31781',\n", + " 'name': 'carboxylesterase (EC 3.1.1.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.12288'],\n", + " 'features': [],\n", + " 'id': 'ftr12288',\n", + " 'name': 'FIG143828: Hypothetical protein YbgA',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13802'],\n", + " 'features': [],\n", + " 'id': 'ftr13802',\n", + " 'name': 'Predicted secretion system W protein GspF-like',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:3-hydroxybenzoate---coaligase(ec)',\n", + " 'kegg:3-hydroxybenzoyl-CoA synthetase (EC 6.2.1.37)',\n", + " 'kegg:3-hydroxybenzoate---coenzyme A ligase (AMP-forming) (EC 6.2.1.37)',\n", + " 'kegg:3-hydroxybenzoyl coenzyme A synthetase (EC 6.2.1.37)',\n", + " 'kegg:3-hydroxybenzoyl-CoA ligase (EC 6.2.1.37)'],\n", + " 'features': [],\n", + " 'id': 'ftr31789',\n", + " 'name': '3-hydroxybenzoate---CoA ligase (EC 6.2.1.37)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:(deoxy)adenylatekinase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr31788',\n", + " 'name': '(deoxy)adenylate kinase (EC 2.7.4.11)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14013'],\n", + " 'features': [],\n", + " 'id': 'ftr14013',\n", + " 'name': 'Siderophore [Alcaligin-like] biosynthesis complex, long chain',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13803'],\n", + " 'features': [],\n", + " 'id': 'ftr13803',\n", + " 'name': 'Predicted secretion system W protein GspG-like',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:7-deoxyloganin7-hydroxylase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr32511',\n", + " 'name': '7-deoxyloganin 7-hydroxylase (EC 1.14.13.74)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.13804'],\n", + " 'features': [],\n", + " 'id': 'ftr13804',\n", + " 'name': 'Predicted secretion system W protein GspG-like 2',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': [\"searchname:n-methylcoclaurine3'-monooxygenase(ec)\",\n", + " \"kegg:N-methylcoclaurine 3'-hydroxylase (EC 1.14.13.71)\"],\n", + " 'features': [],\n", + " 'id': 'ftr32510',\n", + " 'name': \"N-methylcoclaurine 3'-monooxygenase (EC 1.14.13.71)\",\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:udp-galactose---udp-n-acetylglucosaminegalactosephosphotransferase(ec)',\n", + " 'kegg:uridine diphosphogalactose-uridine diphosphoacetylglucosamine galactose-1-phosphotransferase (EC 2.7.8.18)',\n", + " 'kegg:galactose-1-phosphotransferase (EC 2.7.8.18)',\n", + " 'kegg:galactosyl phosphotransferase (EC 2.7.8.18)'],\n", + " 'features': [],\n", + " 'id': 'ftr30651',\n", + " 'name': 'UDP-galactose---UDP-N-acetylglucosamine galactose phosphotransferase (EC 2.7.8.18)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:long-chain-alcoholo-fatty-acyltransferase(ec)',\n", + " 'kegg:wax synthase (EC 2.3.1.75)',\n", + " 'kegg:wax-ester synthase (EC 2.3.1.75)'],\n", + " 'features': [],\n", + " 'id': 'ftr33746',\n", + " 'name': 'long-chain-alcohol O-fatty-acyltransferase (EC 2.3.1.75)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.7075'],\n", + " 'features': [],\n", + " 'id': 'ftr07075',\n", + " 'name': 'Protein GerPC, required for proper assembly of spore coat, mutations lead to super-dormant spore',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13806'],\n", + " 'features': [],\n", + " 'id': 'ftr13806',\n", + " 'name': 'Predicted secretion system W ATPase PilM-like',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.13807'],\n", + " 'features': [],\n", + " 'id': 'ftr13807',\n", + " 'name': 'Predicted secretion system W protein PilO-like',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:taxoid14beta-hydroxylase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr34010',\n", + " 'name': 'taxoid 14beta-hydroxylase (EC 1.14.13.146)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.12281'],\n", + " 'features': [],\n", + " 'id': 'ftr12281',\n", + " 'name': 'Heavy metal-(Cd/Co/Hg/Pb/Zn)-translocating P-type ATPase:Heavy metal translocating P-type ATPase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:trans-epoxysuccinatehydrolase(ec)',\n", + " 'kegg:trans-epoxysuccinate hydratase (EC 3.3.2.4)',\n", + " 'kegg:tartrate epoxydase (EC 3.3.2.4)'],\n", + " 'features': [],\n", + " 'id': 'ftr31439',\n", + " 'name': 'trans-epoxysuccinate hydrolase (EC 3.3.2.4)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': [\"searchname:isoflavone3'-hydroxylase(ec)\",\n", + " \"kegg:isoflavone 3'-monooxygenase (EC 1.14.13.52)\"],\n", + " 'features': [],\n", + " 'id': 'ftr31438',\n", + " 'name': \"isoflavone 3'-hydroxylase (EC 1.14.13.52)\",\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:hepoxilin-epoxidehydrolase(ec)',\n", + " 'kegg:hepoxilin epoxide hydrolase (EC 3.3.2.7)',\n", + " 'kegg:hepoxylin hydrolase (EC 3.3.2.7)',\n", + " 'kegg:hepoxilin A3 hydrolase (EC 3.3.2.7)'],\n", + " 'features': [],\n", + " 'id': 'ftr31435',\n", + " 'name': 'hepoxilin-epoxide hydrolase (EC 3.3.2.7)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15032'],\n", + " 'features': [],\n", + " 'id': 'ftr15032',\n", + " 'name': 'Mlc protected region at manXYZ operon',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:alkenylglycerophosphoethanolaminehydrolase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr31437',\n", + " 'name': 'alkenylglycerophosphoethanolamine hydrolase (EC 3.3.2.5)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:limonene-1,2-epoxidehydrolase(ec)',\n", + " 'kegg:limonene oxide hydrolase (EC 3.3.2.8)',\n", + " 'kegg:limonene-1,2-epoxide hydrolase (EC 3.3.2.8)'],\n", + " 'features': [],\n", + " 'id': 'ftr31436',\n", + " 'name': 'limonene-1,2-epoxide hydrolase (EC 3.3.2.8)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:inulinfructotransferase(dfa-iii-forming)(ec)',\n", + " 'kegg:inulin fructotransferase (DFA-III-producing) (EC 4.2.2.18)',\n", + " 'kegg:inulin fructotransferase (depolymerizing) (EC 4.2.2.18)',\n", + " 'kegg:inulase II (EC 4.2.2.18)',\n", + " 'kegg:inulinase II (EC 4.2.2.18)',\n", + " \"kegg:inulin fructotransferase (depolymerizing, difructofuranose-1,2':2,3'-dianhydride-forming) (EC 4.2.2.18)\",\n", + " \"kegg:inulin D-fructosyl-D-fructosyltransferase (1,2':2,3'-dianhydride-forming) (EC 4.2.2.18)\",\n", + " \"kegg:inulin D-fructosyl-D-fructosyltransferase (forming alpha-D-fructofuranose beta-D-fructofuranose 1,2':2,3'-dianhydride) (EC 4.2.2.18)\",\n", + " \"kegg:2,1-beta-D-fructan lyase (alpha-D-fructofuranose-beta-D-fructofuranose-1,2':2,3'-dianhydride-forming) (EC 4.2.2.18)\"],\n", + " 'features': [],\n", + " 'id': 'ftr31431',\n", + " 'name': 'inulin fructotransferase (DFA-III-forming) (EC 4.2.2.18)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:inulinfructotransferase(dfa-i-forming)(ec)',\n", + " 'kegg:inulin fructotransferase (DFA-I-producing) (EC 4.2.2.17)',\n", + " \"kegg:inulin fructotransferase (depolymerizing, difructofuranose-1,2':2',1-dianhydride-forming) (EC 4.2.2.17)\",\n", + " \"kegg:inulin D-fructosyl-D-fructosyltransferase (1,2':1',2-dianhydride-forming) (EC 4.2.2.17)\",\n", + " \"kegg:inulin D-fructosyl-D-fructosyltransferase (forming alpha-D-fructofuranose beta-D-fructofuranose 1,2':1',2-dianhydride) (EC 4.2.2.17)\",\n", + " \"kegg:2,1-beta-D-fructan lyase (alpha-D-fructofuranose-beta-D-fructofuranose-1,2':2,1'-dianhydride-forming) (EC 4.2.2.17)\"],\n", + " 'features': [],\n", + " 'id': 'ftr31430',\n", + " 'name': 'inulin fructotransferase (DFA-I-forming) (EC 4.2.2.17)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:levanfructotransferase(dfa-iv-forming)(ec)',\n", + " \"kegg:2,6-beta-D-fructan D-fructosyl-D-fructosyltransferase (forming di-beta-D-fructofuranose 2,6':2',6-dianhydride) (EC 4.2.2.16)\",\n", + " 'kegg:levan fructotransferase (EC 4.2.2.16)',\n", + " \"kegg:2,6-beta-D-fructan lyase (di-beta-D-fructofuranose-2,6':2',6-dianhydride-forming) (EC 4.2.2.16)\"],\n", + " 'features': [],\n", + " 'id': 'ftr31433',\n", + " 'name': 'levan fructotransferase (DFA-IV-forming) (EC 4.2.2.16)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15609'],\n", + " 'features': [],\n", + " 'id': 'ftr15609',\n", + " 'name': 'putative membrane',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:violaxanthinde-epoxidase(ec)',\n", + " 'kegg:VDE (EC 1.10.99.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr33460',\n", + " 'name': 'violaxanthin de-epoxidase (EC 1.10.99.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:citramalyl-coalyase(ec)',\n", + " 'kegg:citramalyl coenzyme A lyase (EC 4.1.3.25)',\n", + " 'kegg:(+)-CMA-CoA lyase (EC 4.1.3.25)',\n", + " 'kegg:(3S)-citramalyl-CoA pyruvate-lyase (EC 4.1.3.25)'],\n", + " 'features': [],\n", + " 'id': 'ftr30339',\n", + " 'name': 'citramalyl-CoA lyase (EC 4.1.3.25)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:glycosaminoglycangalactosyltransferase(ec)',\n", + " 'kegg:uridine diphosphogalactose-mucopolysaccharide galactosyltransferase (EC 2.4.1.74)'],\n", + " 'features': [],\n", + " 'id': 'ftr33462',\n", + " 'name': 'glycosaminoglycan galactosyltransferase (EC 2.4.1.74)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:pseudotropineacyltransferase(ec)',\n", + " 'kegg:pseudotropine:acyl-CoA transferase (EC 2.3.1.186)',\n", + " 'kegg:tigloyl-CoA:pseudotropine acyltransferase (EC 2.3.1.186)',\n", + " 'kegg:acetyl-CoA:pseudotropine acyltransferase (EC 2.3.1.186)',\n", + " 'kegg:pseudotropine acetyltransferase (EC 2.3.1.186)',\n", + " 'kegg:pseudotropine tigloyltransferase (EC 2.3.1.186)',\n", + " 'kegg:PAT (EC 2.3.1.186)'],\n", + " 'features': [],\n", + " 'id': 'ftr33463',\n", + " 'name': 'pseudotropine acyltransferase (EC 2.3.1.186)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.14313'],\n", + " 'features': [],\n", + " 'id': 'ftr14313',\n", + " 'name': 'Phage recombination-related endonuclease Gp47',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:globotriaosylceramide3-beta-n-acetylgalactosaminyltransferase(ec)',\n", + " 'kegg:uridine diphosphoacetylgalactosamine-galactosylgalactosylglucosylceramide acetylgalactosaminyltransferase (EC 2.4.1.79)',\n", + " 'kegg:globoside synthetase (EC 2.4.1.79)',\n", + " 'kegg:UDP-N-acetylgalactosamine:globotriaosylceramide beta-3-N-acetylgalactosaminyltransferase (EC 2.4.1.79)',\n", + " 'kegg:galactosylgalactosylglucosylceramide beta-D-acetylgalactosaminyltransferase (EC 2.4.1.79)',\n", + " 'kegg:UDP-N-acetylgalactosamine:globotriaosylceramide beta1,3-N-acetylgalactosaminyltransferase (EC 2.4.1.79)',\n", + " 'kegg:globoside synthase (EC 2.4.1.79)',\n", + " 'kegg:galactosylgalactosylglucosylceramide beta-D-acetylgalactosaminyltransferase (EC 2.4.1.79)',\n", + " 'kegg:UDP-N-acetyl-D-galactosamine:D-galactosyl-1,4-D-galactosyl-1,4-D-glucosylceramide beta-N-acetyl-D-galactosaminyltransferase (EC 2.4.1.79)',\n", + " 'kegg:beta3GalNAc-T1 (EC 2.4.1.79)',\n", + " 'kegg:UDP-N-acetyl-D-galactosamine:alpha-D-galactosyl-(1->4)-beta-D-galactosyl-(1->4)-beta-D-glucosylceramide 3III-beta-N-acetyl-D-galactosaminyltransferase (EC 2.4.1.79)',\n", + " 'kegg:UDP-N-acetyl-D-galactosamine:alpha-D-galactosyl-(1->4)-beta-D-galactosyl-(1->4)-beta-D-glucosyl-(11)-ceramide 3III-beta-N-acetyl-D-galactosaminyltransferase (EC 2.4.1.79)'],\n", + " 'features': [],\n", + " 'id': 'ftr33465',\n", + " 'name': 'globotriaosylceramide 3-beta-N-acetylgalactosaminyltransferase (EC 2.4.1.79)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:lysolecithinacylmutase(ec)',\n", + " 'kegg:lysolecithin migratase (EC 5.4.1.1)'],\n", + " 'features': [],\n", + " 'id': 'ftr30338',\n", + " 'name': 'lysolecithin acylmutase (EC 5.4.1.1)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:galacturonokinase(ec)',\n", + " 'kegg:galacturonokinase (phosphorylating) D-galacturonic acid kinase (EC 2.7.1.44)'],\n", + " 'features': [],\n", + " 'id': 'ftr33468',\n", + " 'name': 'galacturonokinase (EC 2.7.1.44)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:high-mannose-oligosaccharidebeta-1,4-n-acetylglucosaminyltransferase(ec)',\n", + " 'kegg:uridine diphosphoacetylglucosamine-oligosaccharide acetylglucosaminyltransferase (EC 2.4.1.197)',\n", + " 'kegg:acetylglucosamine-oligosaccharide acetylglucosaminyltransferase (EC 2.4.1.197)',\n", + " 'kegg:UDP-GlcNAc:oligosaccharide beta-N-acetylglucosaminyltransferase (EC 2.4.1.197)',\n", + " 'kegg:UDP-N-acetyl-D-glucosamine:high-mannose-oligosaccharide beta-1,4-N-acetylglucosaminyltransferase (EC 2.4.1.197)'],\n", + " 'features': [],\n", + " 'id': 'ftr33469',\n", + " 'name': 'high-mannose-oligosaccharide beta-1,4-N-acetylglucosaminyltransferase (EC 2.4.1.197)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.9455'],\n", + " 'features': [],\n", + " 'id': 'ftr09455',\n", + " 'name': 'Lysine 2,3-aminomutase (EC 5.4.3.2)',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['msfr.8161'],\n", + " 'features': [],\n", + " 'id': 'ftr08161',\n", + " 'name': 'RsbS, negative regulator of sigma-B',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:lysinecarboxypeptidase(ec)',\n", + " 'kegg:carboxypeptidase N (EC 3.4.17.3)',\n", + " 'kegg:arginine carboxypeptidase (EC 3.4.17.3)',\n", + " 'kegg:kininase I (EC 3.4.17.3)',\n", + " 'kegg:anaphylatoxin inactivator (EC 3.4.17.3)',\n", + " 'kegg:plasma carboxypeptidase B (EC 3.4.17.3)',\n", + " 'kegg:creatine kinase conversion factor (EC 3.4.17.3)',\n", + " 'kegg:bradykinase (EC 3.4.17.3)',\n", + " 'kegg:kininase Ia (EC 3.4.17.3)',\n", + " 'kegg:hippuryllysine hydrolase (EC 3.4.17.3)',\n", + " 'kegg:bradykinin-decomposing enzyme (EC 3.4.17.3)',\n", + " 'kegg:protaminase (EC 3.4.17.3)',\n", + " 'kegg:CPase N (EC 3.4.17.3)',\n", + " 'kegg:creatinine kinase convertase (EC 3.4.17.3)',\n", + " 'kegg:peptidyl-L-lysine(-L-arginine) hydrolase (EC 3.4.17.3)',\n", + " 'kegg:CPN (EC 3.4.17.3)'],\n", + " 'features': [],\n", + " 'id': 'ftr31799',\n", + " 'name': 'lysine carboxypeptidase (EC 3.4.17.3)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15604'],\n", + " 'features': [],\n", + " 'id': 'ftr15604',\n", + " 'name': 'Cytochrome b561 homolog 1',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:oxalomalatelyase(ec)',\n", + " 'kegg:3-oxalomalate glyoxylate-lyase (EC 4.1.3.13)'],\n", + " 'features': [],\n", + " 'id': 'ftr31201',\n", + " 'name': 'oxalomalate lyase (EC 4.1.3.13)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.15605'],\n", + " 'features': [],\n", + " 'id': 'ftr15605',\n", + " 'name': \"adherence and invasion outermembrane protein (Inv,enhances Peyer's patches colonization)\",\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:gdp-glucosidase(ec)',\n", + " 'kegg:guanosine diphosphoglucosidase (EC 3.2.1.42)',\n", + " 'kegg:guanosine diphosphate D-glucose glucohydrolase (EC 3.2.1.42)'],\n", + " 'features': [],\n", + " 'id': 'ftr34326',\n", + " 'name': 'GDP-glucosidase (EC 3.2.1.42)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:glucan1,4-alpha-maltohydrolase(ec)',\n", + " 'kegg:maltogenic alpha-amylase (EC 3.2.1.133)',\n", + " 'kegg:1,4-alpha-D-glucan alpha-maltohydrolase (EC 3.2.1.133)'],\n", + " 'features': [],\n", + " 'id': 'ftr33740',\n", + " 'name': 'glucan 1,4-alpha-maltohydrolase (EC 3.2.1.133)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:2-deoxyglucose-6-phosphatase(ec)',\n", + " 'kegg:2-deoxyglucose-6-phosphate phosphatase (EC 3.1.3.68)'],\n", + " 'features': [],\n", + " 'id': 'ftr31692',\n", + " 'name': '2-deoxyglucose-6-phosphatase (EC 3.1.3.68)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['msfr.12926'],\n", + " 'features': [],\n", + " 'id': 'ftr12926',\n", + " 'name': 'Possible alternative L-fucose mutarotase',\n", + " 'source': 'ModelSEED'},\n", + " {'aliases': ['searchname:cathepsint(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr34429',\n", + " 'name': 'cathepsin T (EC 3.4.22.24)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:beta-l-rhamnosidase(ec)'],\n", + " 'features': [],\n", + " 'id': 'ftr34327',\n", + " 'name': 'beta-L-rhamnosidase (EC 3.2.1.43)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:neutrophilcollagenase(ec)',\n", + " 'kegg:matrix metalloproteinase 8 (EC 3.4.24.34)',\n", + " 'kegg:PMNL collagenase (EC 3.4.24.34)',\n", + " 'kegg:MMP-8 (EC 3.4.24.34)'],\n", + " 'features': [],\n", + " 'id': 'ftr32481',\n", + " 'name': 'neutrophil collagenase (EC 3.4.24.34)',\n", + " 'source': 'KEGG'},\n", + " {'aliases': ['searchname:beta-mannosylphosphodecaprenol---mannooligosaccharide6-mannosyltransferase(ec)',\n", + " 'kegg:mannosylphospholipid-methylmannoside alpha-1,6-mannosyltransferase (EC 2.4.1.199)',\n", + " 'kegg:beta-D-mannosylphosphodecaprenol:1,6-alpha-D-mannosyloligosaccharide 1,6-alpha-D-mannosyltransferase (EC 2.4.1.199)'],\n", + " 'features': [],\n", + " 'id': 'ftr33507',\n", + " 'name': 'beta-mannosylphosphodecaprenol---mannooligosaccharide 6-mannosyltransferase (EC 2.4.1.199)',\n", + " 'source': 'KEGG'},\n", + " ...],\n", + " 'subsystems': [],\n", + " 'type': 'Test'}" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "def correct_link_coefs(jsonFile):\n", + " for entry in jsonFile[\"biomasses\"]:\n", + " for k,v in entry.items():\n", + " if k == \"templateBiomassComponents\":\n", + " for entry2 in v:\n", + " for k2, v2 in entry2.items():\n", + " if k2 == \"link_coefficients\":\n", + " v2 = [3.5, 4.5, -4.5, -4.5, -4.5]\n", + " return jsonFile\n", + "\n", + "correct_link_coefs(archaea)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "685b283b-2643-4ecb-901a-66bb31bfc803", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/minimal_media.ipynb b/examples/minimal_media.ipynb new file mode 100644 index 00000000..584d434b --- /dev/null +++ b/examples/minimal_media.ipynb @@ -0,0 +1,8434 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "7b40f0f4", + "metadata": {}, + "source": [ + "# Load the model" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "271a9638", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.3.1\n" + ] + } + ], + "source": [ + "# from modelseedpy.fbapkg.reactionusepkg import MinimalMedia\n", + "\n", + "# define the environment path \n", + "from pprint import pprint\n", + "from json import dump\n", + "import os\n", + "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", + "os.environ[\"HOME\"] = local_cobrakbase_path\n", + "\n", + "# import the models\n", + "import cobrakbase\n", + "with open(\"C:/Users/Andrew Freiburger/Documents/Argonne/kbase_token.txt\") as token_file:\n", + " kbase_api = cobrakbase.KBaseAPI(token_file.readline())\n", + "\n", + "# load a community\n", + "model = model1 = kbase_api.get_from_ws(\"E_iAH991V2\",40576)\n", + "model2 = kbase_api.get_from_ws(\"E_iML1515.kb\",40576)\n", + "com_model = kbase_api.get_from_ws(\"CMM_iAH991V2_iML1515.kb\",40576)\n", + "AP49_BC15_model = kbase_api.get_from_ws(\"AP49-BC15\",114731)\n", + "models = [model1, model2]\n", + "\n", + "# prevent excessive warnings\n", + "import warnings\n", + "warnings.filterwarnings(action='once')" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "5de33668-5e48-4df8-997a-38240678fa09", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEED\\ModelSEEDpy\\modelseedpy\\core\\msminimalmedia.py:229: DeprecationWarning: invalid escape sequence \\[\n", + " changed_reactions = [re.search(\"(?<=\\[\\')(.+)(?=\\'\\])\", change).group() for change in changes]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "min_value: 71.85138289951216 <= 1.0*bio2 - 1.0*bio2_reverse_a4204\n", + "The minimal flux media consists of 77 compounds and a 14781.293858519944 total influx, with a growth value of 71.85138289951242\n", + "{'EX_4abzglu-e_e0': 0.04806857515977363,\n", + " 'EX_alaglu_e0': 24.852387425580655,\n", + " 'EX_alathr_e0': 17.722143592164688,\n", + " 'EX_chtbs_e0': 6.644528485015289,\n", + " 'EX_cpd00007_e0': 1000.0,\n", + " 'EX_cpd00023_e0': 1000.0,\n", + " 'EX_cpd00024_e0': 1000.0,\n", + " 'EX_cpd00028_e0': 0.33540225537492285,\n", + " 'EX_cpd00030_e0': 0.3850515609584857,\n", + " 'EX_cpd00034_e0': 0.3599035769436565,\n", + " 'EX_cpd00039_e0': 48.62262117331177,\n", + " 'EX_cpd00042_e0': 38.073185581856535,\n", + " 'EX_cpd00048_e0': 0.3116912990180838,\n", + " 'EX_cpd00051_e0': 21.253064250612503,\n", + " 'EX_cpd00054_e0': 51.0218106997094,\n", + " 'EX_cpd00060_e0': 22.092216551495905,\n", + " 'EX_cpd00063_e0': 0.7093887033668836,\n", + " 'EX_cpd00069_e0': 19.554066450570634,\n", + " 'EX_cpd00071_e0': 386.73807965912545,\n", + " 'EX_cpd00080_e0': 999.9999999999999,\n", + " 'EX_cpd00099_e0': 0.3739864479919608,\n", + " 'EX_cpd00100_e0': 667.4927359000528,\n", + " 'EX_cpd00104_e0': 0.33554595814072186,\n", + " 'EX_cpd00119_e0': 13.462146951435498,\n", + " 'EX_cpd00132_e0': 15.796670233222837,\n", + " 'EX_cpd00149_e0': 0.33719853994741067,\n", + " 'EX_cpd00156_e0': 69.15968639333062,\n", + " 'EX_cpd00161_e0': 1000.0,\n", + " 'EX_cpd00166_e0': 0.3354022553749229,\n", + " 'EX_cpd00184_e0': 3.56878633723587,\n", + " 'EX_cpd00205_e0': 14.3602892376794,\n", + " 'EX_cpd00209_e0': 386.7017685452077,\n", + " 'EX_cpd00218_e0': 0.6708045107503678,\n", + " 'EX_cpd00220_e0': 0.6708045107498457,\n", + " 'EX_cpd00244_e0': 0.02320799667654243,\n", + " 'EX_cpd00254_e0': 0.9587130020281907,\n", + " 'EX_cpd00263_e0': 0.33540225537492285,\n", + " 'EX_cpd00264_e0': 0.33540225537492285,\n", + " 'EX_cpd00277_e0': 34.189115376457764,\n", + " 'EX_cpd00288_e0': 3.9932124560232873,\n", + " 'EX_cpd00305_e0': 0.35142511376151414,\n", + " 'EX_cpd00322_e0': 51.8875480122656,\n", + " 'EX_cpd00355_e0': 0.16367745024552935,\n", + " 'EX_cpd00359_e0': 1000.0,\n", + " 'EX_cpd00363_e0': 1000.0,\n", + " 'EX_cpd00367_e0': 20.866000850932828,\n", + " 'EX_cpd00383_e0': 0.01602285838659121,\n", + " 'EX_cpd00393_e0': 1.006206766124768,\n", + " 'EX_cpd00412_e0': 22.121388212955274,\n", + " 'EX_cpd00438_e0': 481.3101608095271,\n", + " 'EX_cpd00532_e0': 1000.0,\n", + " 'EX_cpd00644_e0': 0.71923234282353,\n", + " 'EX_cpd00654_e0': 75.64125594193419,\n", + " 'EX_cpd00811_e0': 1000.0,\n", + " 'EX_cpd00971_e0': 0.3354022553749452,\n", + " 'EX_cpd01092_e0': 871.5749468874177,\n", + " 'EX_cpd02027_e0': 0.032045716773182416,\n", + " 'EX_cpd03586_e0': 1.3979405056929086,\n", + " 'EX_cpd08928_e0': 18.22776177362837,\n", + " 'EX_cpd10515_e0': 31.156990030380275,\n", + " 'EX_cpd11574_e0': 0.0005029596802965851,\n", + " 'EX_cpd11658_e0': 7.980071722525884,\n", + " 'EX_cpd15386_e0': 1.996606228011644,\n", + " 'EX_cpd15500_e0': 0.33540225537459867,\n", + " 'EX_cpd15551_e0': 31.36205086489356,\n", + " 'EX_cpd30760_e0': 1000.0,\n", + " 'EX_cps_bt_e0': 0.33540225537492285,\n", + " 'EX_glyasn_e0': 18.38554741047658,\n", + " 'EX_glyglu_e0': 21.264704174642326,\n", + " 'EX_hspg_degr_6_e0': 509.19733626805197,\n", + " 'EX_leuleu_e0': 37.30031618169811,\n", + " 'EX_lps_bt_e0': 1.3975093973955117,\n", + " 'EX_pe_cer1_bt_e0': 0.33540225537492285,\n", + " 'EX_pect_e0': 5.128205128205105,\n", + " 'EX_phearg_e0': 34.332387033966455,\n", + " 'EX_sphmyln_bt_e0': 0.33540225537492285,\n", + " 'EX_tartr-D-e_e0': 682.9745175973449}\n" + ] + }, + { + "data": { + "text/plain": [ + "77" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%run ../modelseedpy/core/msminimalmedia.py\n", + "minMedia = MSMinimalMedia.minimize_flux(com_model)\n", + "pprint(minMedia)\n", + "len(minMedia)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "bbc2f995-c8a5-474f-aa81-a360b1b1ce15", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'e0': 'Extracellular_0', 'c0': 'Cytosol_0', 'c1': 'Cytosol_1', 'p1': 'p_1', 'c2': 'Cytosol_2'}\n", + "Maximize\n", + "1.0*bio2 - 1.0*bio2_reverse_a4204\n", + "-1.0*SK_cpd11416_c0 + 1.0*SK_cpd11416_c0_reverse_4cf92 + 1.0*bio1 - 1.0*bio1_reverse_b18f7\n", + "-0.5*bio1 + 0.5*bio1_reverse_b18f7 + 1.0*bio2 - 1.0*bio2_reverse_a4204 + 1.0*bio3 - 1.0*bio3_reverse_69e6e\n", + "-0.5*bio1 + 0.5*bio1_reverse_b18f7 + 1.0*bio4 - 1.0*bio4_reverse_d1c4e\n" + ] + } + ], + "source": [ + "# max([comp for comp in com_model.compartments if \"c\" in comp])\n", + "print(com_model.compartments)\n", + "print(com_model.objective)\n", + "for met in com_model.metabolites:\n", + " if \"cpd11416\" in met.id:\n", + " print(met.constraint.expression)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "213f3cf6-19be-4582-8f4c-54aeb78667e8", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "Optimal solution with objective value 71.851
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fluxesreduced_costs
34dhpactex_p10.0000000.000000e+00
GUAtex_p10.0000001.662089e-18
rxn01256_c10.000000-3.123973e-02
rxn00411_c119.8021691.734723e-18
rxn08277_c10.000000-6.247946e-03
.........
EX_core6_e00.0000000.000000e+00
EX_cpd01055_e00.0000000.000000e+00
EX_argarg_e0481.9038700.000000e+00
EX_alathr_e0-211.8798110.000000e+00
SK_cpd11416_c0143.7027660.000000e+00
\n", + "

4139 rows × 2 columns

\n", + "
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1.0*bio2 - 1.0*bio2_reverse_a4204\n" + ] + } + ], + "source": [ + "display(com_model.optimize())\n", + "print(com_model.objective.expression)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "de62a460-6753-4028-a510-c410806f331c", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEED\\ModelSEEDpy\\modelseedpy\\core\\msminimalmedia.py:229: DeprecationWarning: invalid escape sequence \\[\n", + " changed_reactions = [re.search(\"(?<=\\[\\')(.+)(?=\\'\\])\", change).group() for change in changes]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "min_value: 0.1 <= 1.0*bio3 - 1.0*bio3_reverse_69e6e\n" + ] + } + ], + "source": [ + "%run ../modelseedpy/core/msminimalmedia.py\n", + "minMedia = MSMinimalMedia.minimize_components(com_model) # This will never converge/solve/error\n", + "pprint(minMedia)\n", + "len(minMedia)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "a12fcf2f-999e-478f-84d3-19f69482ecc5", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEED\\ModelSEEDpy\\modelseedpy\\core\\msminimalmedia.py:229: DeprecationWarning: invalid escape sequence \\[\n", + " changed_reactions = [re.search(\"(?<=\\[\\')(.+)(?=\\'\\])\", change).group() for change in changes]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "min_value: 0.1 <= 1.0*bio2 - 1.0*bio2_reverse_a4204\n", + "\n", + "Definition of minimum objective time: 0.003125 mins\n", + "Iteration 0\r" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Optimization time: 0.051041666666666666 mins\n", + "{'EX_cpd00007_e0': 1000.0,\n", + " 'EX_cpd00023_e0': 1.1368683772161603e-13,\n", + " 'EX_cpd00028_e0': 0.0005612318319663245,\n", + " 'EX_cpd00030_e0': 0.0005612318319663245,\n", + " 'EX_cpd00034_e0': 0.0005612318319663245,\n", + " 'EX_cpd00039_e0': 3.469446951953614e-18,\n", + " 'EX_cpd00047_e0': 1.1368683772161603e-13,\n", + " 'EX_cpd00048_e0': 132.35555784223914,\n", + " 'EX_cpd00058_e0': 0.0005612318319663245,\n", + " 'EX_cpd00063_e0': 0.0005612318319663245,\n", + " 'EX_cpd00099_e0': 0.0005612318319663245,\n", + " 'EX_cpd00104_e0': 0.0005612318319663245,\n", + " 'EX_cpd00118_e0': 2.7151382270967916e-13,\n", + " 'EX_cpd00149_e0': 0.0005612318319663245,\n", + " 'EX_cpd00156_e0': 0.14664687099048024,\n", + " 'EX_cpd00205_e0': 0.0005612318319663245,\n", + " 'EX_cpd00215_e0': 0.0005612318319663245,\n", + " 'EX_cpd00220_e0': 0.0016836954956716,\n", + " 'EX_cpd00254_e0': 0.0005612318319663245,\n", + " 'EX_cpd00322_e0': 0.04835970206750062,\n", + " 'EX_cpd00355_e0': 789.2983892165222,\n", + " 'EX_cpd00393_e0': 0.001683695495557913,\n", + " 'EX_cpd00793_e0': 0.0005612318319663245,\n", + " 'EX_cpd00971_e0': 2.2737367544323206e-13,\n", + " 'EX_cpd10515_e0': 0.0016836954957852868}\n" + ] + }, + { + "data": { + "text/plain": [ + "25" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%run ../modelseedpy/core/msminimalmedia.py\n", + "minMedia = MSMinimalMedia.minimize_components(AP49_BC15_model)\n", + "pprint(minMedia)\n", + "len(minMedia)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "59e07922-5912-46f1-9f01-93515a6d28a1", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEED\\ModelSEEDpy\\modelseedpy\\core\\msminimalmedia.py:229: DeprecationWarning: invalid escape sequence \\[\n", + " changed_reactions = [re.search(\"(?<=\\[\\')(.+)(?=\\'\\])\", change).group() for change in changes]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "min_value: 59.66143917485784 <= 1.0*bio2 - 1.0*bio2_reverse_a4204\n", + "The minimal flux media consists of 40 compounds and a 2387.7714268771433 total influx, with a growth value of 59.66143917485795\n", + "{'EX_cpd00007_e0': 323.6630664478092,\n", + " 'EX_cpd00017_e0': 25.675008179050234,\n", + " 'EX_cpd00024_e0': 227.57085825834307,\n", + " 'EX_cpd00028_e0': 0.3348389880298543,\n", + " 'EX_cpd00030_e0': 0.33483898802985423,\n", + " 'EX_cpd00034_e0': 0.3348389880298543,\n", + " 'EX_cpd00048_e0': 0.33483898802985435,\n", + " 'EX_cpd00051_e0': 29.436574964453484,\n", + " 'EX_cpd00058_e0': 0.3348389880298543,\n", + " 'EX_cpd00063_e0': 0.33483898802985423,\n", + " 'EX_cpd00065_e0': 5.632268856014552,\n", + " 'EX_cpd00066_e0': 18.437710311670283,\n", + " 'EX_cpd00069_e0': 14.399479811131503,\n", + " 'EX_cpd00099_e0': 0.3348389880298543,\n", + " 'EX_cpd00104_e0': 0.33483898802985423,\n", + " 'EX_cpd00107_e0': 44.79247778887054,\n", + " 'EX_cpd00118_e0': 0.3348389880298543,\n", + " 'EX_cpd00119_e0': 9.457960909156517,\n", + " 'EX_cpd00136_e0': 0.16741949401492673,\n", + " 'EX_cpd00149_e0': 0.3348389880298543,\n", + " 'EX_cpd00156_e0': 42.02947797271237,\n", + " 'EX_cpd00158_e0': 504.1382957855849,\n", + " 'EX_cpd00164_e0': 41.311351430213186,\n", + " 'EX_cpd00205_e0': 0.33483898802985435,\n", + " 'EX_cpd00209_e0': 367.4525532872251,\n", + " 'EX_cpd00215_e0': 0.33483898802985435,\n", + " 'EX_cpd00220_e0': 1.0045169640895633,\n", + " 'EX_cpd00254_e0': 0.3348389880298543,\n", + " 'EX_cpd00264_e0': 0.3348389880298543,\n", + " 'EX_cpd00277_e0': 9.971007765127665,\n", + " 'EX_cpd00322_e0': 28.852094234112364,\n", + " 'EX_cpd00355_e0': 665.414734803134,\n", + " 'EX_cpd00367_e0': 5.017742749755765,\n", + " 'EX_cpd00393_e0': 1.0045169640895557,\n", + " 'EX_cpd00644_e0': 0.669677976063363,\n", + " 'EX_cpd00654_e0': 8.18468886970717,\n", + " 'EX_cpd00793_e0': 0.3348389880298543,\n", + " 'EX_cpd00794_e0': 5.96867301622146,\n", + " 'EX_cpd03847_e0': 1.4921682540553647,\n", + " 'EX_cpd10515_e0': 1.0045169640895628}\n" + ] + }, + { + "data": { + "text/plain": [ + "40" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%run ../modelseedpy/core/msminimalmedia.py\n", + "minMedia = MSMinimalMedia.minimize_flux(AP49_BC15_model)\n", + "pprint(minMedia)\n", + "len(minMedia)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9c82f29f-0d6b-4b0a-bde6-415d316eada0", + "metadata": {}, + "outputs": [], + "source": [ + "from cobra.io import from_json\n", + "modelfrom_json(\"minComponents.lp\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "6da0123d-889e-4046-add8-312190eafaac", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'kbase_api' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[1;32mIn[3], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m AP49_BC15_model \u001b[38;5;241m=\u001b[39m \u001b[43mkbase_api\u001b[49m\u001b[38;5;241m.\u001b[39mget_from_ws(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mAP49-BC15\u001b[39m\u001b[38;5;124m\"\u001b[39m,\u001b[38;5;241m114731\u001b[39m)\n", + "\u001b[1;31mNameError\u001b[0m: name 'kbase_api' is not defined" + ] + } + ], + "source": [ + "AP49_BC15_model = kbase_api.get_from_ws(\"AP49-BC15\",114731)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "e14b8163-d520-4998-aa29-0e9088638ae5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'e0': 'Extracellular_0', 'c0': 'Cytosol_0', 'c1': 'Cytosol_1', 'c2': 'Cytosol_2'}\n", + "Maximize\n", + "1.0*bio2 - 1.0*bio2_reverse_a4204\n", + "-1.0*SK_cpd11416_c0 + 1.0*SK_cpd11416_c0_reverse_4cf92 + 1.0*bio1 - 1.0*bio1_reverse_b18f7\n", + "-0.5*bio1 + 0.5*bio1_reverse_b18f7 + 1.0*bio2 - 1.0*bio2_reverse_a4204\n", + "-0.5*bio1 + 0.5*bio1_reverse_b18f7 + 1.0*bio3 - 1.0*bio3_reverse_69e6e\n" + ] + }, + { + "data": { + "text/html": [ + "Optimal solution with objective value 59.661
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fluxesreduced_costs
rxn05561_c10.000000-4.425658e-18
rxn00247_c10.000000-3.977429e-02
rxn05625_c10.000000-5.907928e-18
rxn02342_c10.0000007.407590e-17
rxn01452_c10.0000001.615247e-16
.........
EX_cpd00130_e00.0000000.000000e+00
EX_cpd00322_e0-28.8520940.000000e+00
EX_cpd00266_e00.0000000.000000e+00
EX_cpd01017_e00.0000000.000000e+00
SK_cpd11416_c0119.3228780.000000e+00
\n", + "

2590 rows × 2 columns

\n", + "
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1.0*bio2 - 1.0*bio2_reverse_a4204\n" + ] + } + ], + "source": [ + "# max([comp for comp in com_model.compartments if \"c\" in comp])\n", + "print(AP49_BC15_model.compartments)\n", + "print(AP49_BC15_model.objective)\n", + "for met in AP49_BC15_model.metabolites:\n", + " if \"cpd11416\" in met.id:\n", + " print(met.constraint.expression)\n", + " \n", + "display(AP49_BC15_model.optimize())\n", + "print(AP49_BC15_model.objective.expression)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "e761002a-2369-4ee6-9654-e011048cae0c", + "metadata": {}, + "outputs": [], + "source": [ + "environment = kbase_api.get_from_ws(\"Btheta_Ecoli_minimal_media\", 40576)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "f37f7690-6ec1-4c60-a093-1fddb36bf2a7", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['__VERSION__', '__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', '__weakref__', '_from_json', '_to_json', '_to_object', 'copied', 'copy_source_inaccessible', 'created', 'creator', 'data', 'data_keys', 'epoch', 'exclude_dict', 'get_data', 'get_kbase_args', 'get_media_constraints', 'id', 'info', 'isDefined', 'isMinimal', 'mediacompounds', 'name', 'orig_wsid', 'path', 'provenance', 'reagents', 'refs', 'source_id', 'type']\n", + "\n", + "[{'compound_ref': '489/6/6/compounds/id/cpd00027', 'concentration': 0.001, 'id': 'cpd00027', 'inchikey': '', 'maxFlux': 5, 'minFlux': -100, 'name': 'D-Glucose', 'smiles': ''}, {'compound_ref': '489/6/6/compounds/id/cpd00013', 'concentration': 0.001, 'id': 'cpd00013', 'inchikey': '', 'maxFlux': 100, 'minFlux': -100, 'name': 'NH3', 'smiles': ''}, {'compound_ref': '489/6/6/compounds/id/cpd00009', 'concentration': 0.001, 'id': 'cpd00009', 'inchikey': '', 'maxFlux': 100, 'minFlux': -100, 'name': 'Phosphate', 'smiles': ''}, {'compound_ref': '489/6/6/compounds/id/cpd00239', 'concentration': 0.001, 'id': 'cpd00239', 'inchikey': '', 'maxFlux': 5, 'minFlux': -100, 'name': 'H2S', 'smiles': ''}, {'compound_ref': '489/6/6/compounds/id/cpd00063', 'concentration': 0.001, 'id': 'cpd00063', 'inchikey': '', 'maxFlux': 100, 'minFlux': -100, 'name': 'Ca2+', 'smiles': ''}, {'compound_ref': '489/6/6/compounds/id/cpd00011', 'concentration': 0.001, 'id': 'cpd00011', 'inchikey': '', 'maxFlux': 0, 'minFlux': -100, 'name': 'CO2', 'smiles': ''}, {'compound_ref': '489/6/6/compounds/id/cpd10516', 'concentration': 0.001, 'id': 'cpd10516', 'inchikey': '', 'maxFlux': 100, 'minFlux': -100, 'name': 'Fe+3', 'smiles': ''}, {'compound_ref': '489/6/6/compounds/id/cpd00067', 'concentration': 0.001, 'id': 'cpd00067', 'inchikey': '', 'maxFlux': 100, 'minFlux': -100, 'name': 'H+', 'smiles': ''}, {'compound_ref': '489/6/6/compounds/id/cpd00001', 'concentration': 0.001, 'id': 'cpd00001', 'inchikey': '', 'maxFlux': 100, 'minFlux': -100, 'name': 'H2O', 'smiles': ''}, {'compound_ref': '489/6/6/compounds/id/cpd00205', 'concentration': 0.001, 'id': 'cpd00205', 'inchikey': '', 'maxFlux': 100, 'minFlux': -100, 'name': 'K+', 'smiles': ''}, {'compound_ref': '489/6/6/compounds/id/cpd00254', 'concentration': 0.001, 'id': 'cpd00254', 'inchikey': '', 'maxFlux': 100, 'minFlux': -100, 'name': 'Mg', 'smiles': ''}, {'compound_ref': '489/6/6/compounds/id/cpd00971', 'concentration': 0.001, 'id': 'cpd00971', 'inchikey': '', 'maxFlux': 100, 'minFlux': -100, 'name': 'Na+', 'smiles': ''}, {'compound_ref': '489/6/6/compounds/id/cpd00007', 'concentration': 0.001, 'id': 'cpd00007', 'inchikey': '', 'maxFlux': 0, 'minFlux': 0, 'name': 'O2', 'smiles': ''}, {'compound_ref': '489/6/6/compounds/id/cpd00099', 'concentration': 0.001, 'id': 'cpd00099', 'inchikey': '', 'maxFlux': 100, 'minFlux': -100, 'name': 'Cl-', 'smiles': ''}, {'compound_ref': '489/6/6/compounds/id/cpd00058', 'concentration': 0.001, 'id': 'cpd00058', 'inchikey': '', 'maxFlux': 100, 'minFlux': -100, 'name': 'Cu2+', 'smiles': ''}, {'compound_ref': '489/6/6/compounds/id/cpd00149', 'concentration': 0.001, 'id': 'cpd00149', 'inchikey': '', 'maxFlux': 100, 'minFlux': -100, 'name': 'Co2+', 'smiles': ''}, {'compound_ref': '489/6/6/compounds/id/cpd00030', 'concentration': 0.001, 'id': 'cpd00030', 'inchikey': '', 'maxFlux': 100, 'minFlux': -100, 'name': 'Mn2+', 'smiles': ''}, {'compound_ref': '489/6/6/compounds/id/cpd00034', 'concentration': 0.001, 'id': 'cpd00034', 'inchikey': '', 'maxFlux': 100, 'minFlux': -100, 'name': 'Zn2+', 'smiles': ''}, {'compound_ref': '489/6/6/compounds/id/cpd10515', 'concentration': 0.001, 'id': 'cpd10515', 'inchikey': '', 'maxFlux': 100, 'minFlux': -100, 'name': 'Fe+2', 'smiles': ''}, {'compound_ref': '489/6/6/compounds/id/cpd00028', 'concentration': 0.001, 'id': 'cpd00028', 'inchikey': '', 'maxFlux': 0.005, 'minFlux': -100, 'name': 'Heme', 'smiles': ''}, {'compound_ref': '489/6/6/compounds/id/cpd00635', 'concentration': 0.001, 'id': 'cpd00635', 'inchikey': '', 'maxFlux': 0.005, 'minFlux': -100, 'name': 'Cbl', 'smiles': ''}, {'compound_ref': 'kbase/default/compounds/id/cpd00048', 'concentration': 0.001, 'id': 'cpd00048', 'inchikey': '', 'maxFlux': 100, 'minFlux': -100, 'name': 'Sulfate', 'smiles': ''}, {'compound_ref': 'kbase/default/compounds/id/cpd11574', 'concentration': 0.001, 'id': 'cpd11574', 'inchikey': '', 'maxFlux': 100, 'minFlux': -100, 'name': 'Molybdate', 'smiles': ''}, {'compound_ref': 'kbase/default/compounds/id/cpd00244', 'concentration': 0.001, 'id': 'cpd00244', 'inchikey': '', 'maxFlux': 100, 'minFlux': -100, 'name': 'Ni2+', 'smiles': ''}, {'compound_ref': 'kbase/default/compounds/id/cpd03387', 'concentration': 0.001, 'id': 'cpd03387', 'inchikey': '', 'maxFlux': 100, 'minFlux': -100, 'name': 'Selenite', 'smiles': ''}, {'compound_ref': 'kbase/default/compounds/id/cpd03396', 'concentration': 0.001, 'id': 'cpd03396', 'inchikey': '', 'maxFlux': 100, 'minFlux': -100, 'name': 'Selenate', 'smiles': ''}, {'compound_ref': 'kbase/default/compounds/id/cpd15574', 'concentration': 0.001, 'id': 'cpd15574', 'inchikey': '', 'maxFlux': 100, 'minFlux': -100, 'name': 'tungstate', 'smiles': ''}, {'compound_ref': 'kbase/default/compounds/id/cpd00098', 'concentration': 0.005, 'id': 'cpd00098', 'inchikey': '', 'maxFlux': 0.001, 'minFlux': -100, 'name': 'Choline', 'smiles': ''}]\n", + "\n", + "{'cpd00027_e0': -5, 'cpd00013_e0': -100, 'cpd00009_e0': -100, 'cpd00239_e0': -5, 'cpd00063_e0': -100, 'cpd00011_e0': 0, 'cpd10516_e0': -100, 'cpd00067_e0': -100, 'cpd00001_e0': -100, 'cpd00205_e0': -100, 'cpd00254_e0': -100, 'cpd00971_e0': -100, 'cpd00007_e0': 0, 'cpd00099_e0': -100, 'cpd00058_e0': -100, 'cpd00149_e0': -100, 'cpd00030_e0': -100, 'cpd00034_e0': -100, 'cpd10515_e0': -100, 'cpd00028_e0': -0.005, 'cpd00635_e0': -0.005, 'cpd00048_e0': -100, 'cpd11574_e0': -100, 'cpd00244_e0': -100, 'cpd03387_e0': -100, 'cpd03396_e0': -100, 'cpd15574_e0': -100, 'cpd00098_e0': -0.001}\n" + ] + } + ], + "source": [ + "display(environment)\n", + "print(dir(environment))\n", + "print()\n", + "print(environment.mediacompounds)\n", + "print()\n", + "print({exID:bound[0] for exID, bound in environment.get_media_constraints().items()})" + ] + }, + { + "cell_type": "markdown", + "id": "d953bdfc", + "metadata": {}, + "source": [ + "## Examine the minimal flux media" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "65b69862-8b26-4629-b204-3cbfa0bccfcf", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "['EX_cpd00064_e0', 'EX_argarg_e0', 'EX_cpd10515_e0', 'EX_gncore1_e0', 'EX_hspg_degr_11_e0', 'EX_cpd00117_e0', 'EX_lps_bt_e0', 'EX_lacnnttr_e0', 'EX_core8_e0', 'EX_glyasn_e0', 'EX_apio_D_e0', 'EX_cpd00067_e0', 'EX_ha_e0', 'EX_chtbs_e0', 'EX_hspg_degr_10_e0', 'EX_cpd00041_e0', 'EX_homogal_e0', 'EX_core2_e0', 'EX_hspg_e0', 'EX_cpd00107_e0', 'EX_cpd00122_e0', 'EX_plac_e0', 'EX_cpd00054_e0', 'EX_2omfuc_e0', 'EX_cpd00084_e0', 'EX_cpd00132_e0', 'EX_cpd00280_e0', 'EX_idour_e0', 'EX_hspg_degr_6_e0', 'EX_cpd08305_e0', 'EX_3fuclac_e0', 'EX_s2l2n2m2mn_e0', 'EX_cpd00051_e0', 'EX_cpd00971_e0', 'EX_phearg_e0', 'EX_cpd00220_e0', 'EX_s2l2fn2m2masn_e0', 'EX_cpd01329_e0', 'EX_cpd00073_e0', 'EX_f1a_e0', 'EX_alaasp_e0', 'EX_cpd00119_e0', 'EX_cpd00129_e0', 'EX_strch1_e0', 'EX_mantr_e0', 'EX_cpd00166_e0', 'EX_ha_pre1_e0', 'EX_cpd00099_e0', 'EX_cpd00053_e0', 'EX_s2l2n2m2m_e0', 'EX_cpd00438_e0', 'EX_hspg_degr_7_e0', 'EX_cpd15605_e0', 'EX_cpd00013_e0', 'EX_lmn30_e0', 'EX_cpd00179_e0', 'EX_acgalidour_e0', 'EX_cpd03105_e0', 'EX_cps_bt_e0', 'EX_cspg_c_degr_e0', 'EX_cpd00182_e0', 'EX_cpd00011_e0', 'EX_indlac_e0', 'EX_cpd11640_e0', 'EX_cpd00210_e0', 'EX_rhamnogalurI_e0', 'EX_cpd11587_e0', 'EX_cpd00363_e0', 'EX_amannan140_e0', 'EX_cspg_b_e0', 'EX_isoval_e0', 'EX_cpd00009_e0', 'EX_kestottr_e0', 'EX_cpd00034_e0', 'EX_dt5hsu_e0', 'EX_cpd00141_e0', 'EX_gam26s_e0', 'EX_cpd04097_e0', 'EX_sTn_antigen_e0', 'EX_cpd00731_e0', 'EX_cpd00703_e0', 'EX_arabttr_e0', 'EX_amylose300_e0', 'EX_cpd03279_e0', 'EX_hspg_rest_e0', 'EX_cpd00453_e0', 'EX_Ser_Thr_e0', 'EX_pullulan1200_e0', 'EX_cpd05228_e0', 'EX_cpd00309_e0', 'EX_cpd15604_e0', 'EX_kestopt_e0', 'EX_cpd00035_e0', 'EX_cpd00048_e0', 'EX_isobut_e0', 'EX_strch2_e0', 'EX_dsT_antigen_e0', 'EX_cpd00159_e0', 'EX_levanttr_e0', 'EX_lmn2_e0', 'EX_cpd00264_e0', 'EX_ha_deg1_e0', 'EX_starch1200_e0', 'EX_cpd11658_e0', 'EX_hspg_degr_5_e0', 'EX_12ethd_e0', 'EX_cpd00832_e0', 'EX_stys_e0', 'EX_glyglu_e0', 'EX_cpd00116_e0', 'EX_core7_e0', 'EX_cpd01399_e0', 'EX_alaglu_e0', 'EX_hspg_degr_4_e0', 'EX_cpd00047_e0', 'EX_lacndfuchx_e0', 'EX_lacdfucttr_e0', 'EX_lacnttr_e0', 'EX_cspg_a_e0', 'EX_cpd00098_e0', 'EX_cpd10516_e0', 'EX_galam_e0', 'EX_hspg_degr_15_e0', 'EX_cpd00153_e0', 'EX_fucneulacnhx_e0', 'EX_cpd15606_e0', 'EX_cpd00249_e0', 'EX_cpd00075_e0', 'EX_cpd00430_e0', 'EX_cpd00654_e0', 'EX_cpd00382_e0', 'EX_cpd00106_e0', 'EX_cpd00027_e0', 'EX_mn_e0', 'EX_acgalglcur_e0', 'EX_cpd00281_e0', 'EX_l2n2m2mn_e0', 'EX_hspg_degr_14_e0', 'EX_s2l2n2m2masn_e0', 'EX_cpd00208_e0', 'EX_n2m2mn_e0', 'EX_cpd00635_e0', 'EX_core3_e0', 'EX_leugly_e0', 'EX_oligofru4_e0', 'EX_levan1000_e0', 'EX_isocapr_e0', 'EX_cpd11602_e0', 'EX_cpd00137_e0', 'EX_cpd01012_e0', 'EX_m2mn_e0', 'EX_hspg_degr_1_e0', 'EX_cpd00069_e0', 'EX_cpd00393_e0', 'EX_hspg_degr_2_e0', 'EX_core5_e0', 'EX_Tn_antigen_e0', 'EX_cpd00531_e0', 'EX_lacnfucpt_e0', 'EX_hspg_degr_12_e0', 'EX_cpd00065_e0', 'EX_core4_e0', 'EX_glypro_e0', 'EX_7ocholate_e0', 'EX_cpd00489_e0', 'EX_cpd00149_e0', 'EX_cpd00218_e0', 'EX_cpd00036_e0', 'EX_sphmyln_bt_e0', 'EX_cspg_c_e0', 'EX_manpt_e0', 'EX_cpd00875_e0', 'EX_cpd00001_e0', 'EX_cpd00030_e0', 'EX_alathr_e0', 'EX_cpd11584_e0', 'EX_hspg_degr_9_e0', 'EX_arabinan101_e0', 'EX_cpd01391_e0', 'EX_3ddlhept_e0', 'EX_cpd00794_e0', 'EX_gncore2_e0', 'EX_cpd00136_e0', 'EX_cpd00066_e0', 'EX_cpd15551_e0', 'EX_cpd01861_e0', 'EX_cpd00428_e0', 'EX_hspg_degr_3_e0', 'EX_2fuclac_e0', 'EX_sT_antigen_e0', 'EX_cpd01262_e0', 'EX_levanb_e0', 'EX_core6_e0', 'EX_cpd00751_e0', 'EX_cpd00076_e0', 'EX_cpd03047_e0', 'EX_manb_e0', 'EX_T_antigen_e0', 'EX_kesto_e0', 'EX_cpd00221_e0', 'EX_cpd00276_e0', 'EX_pe_cer1_bt_e0', 'EX_cpd00305_e0', 'EX_cpd00322_e0', 'EX_cpd00143_e0', 'EX_cpd00104_e0', 'EX_cpd00156_e0', 'EX_alagly_e0', 'EX_cpd00396_e0', 'EX_cpd00029_e0', 'EX_cpd00205_e0', 'EX_cpd00007_e0', 'EX_cspg_ab_rest_e0', 'EX_cpd00540_e0', 'EX_gchola_e0', 'EX_mqn11_e0', 'EX_cpd00263_e0', 'EX_pect_e0', 'EX_cpd00254_e0', 'EX_cpd00367_e0', 'EX_cpd00164_e0', 'EX_levantttr_e0', 'EX_cpd00412_e0', 'EX_phppa_e0', 'EX_cpd11606_e0', 'EX_cpd11591_e0', 'EX_mbenz_e0', 'EX_cpd00028_e0', 'EX_cpd00058_e0', 'EX_cspg_b_degr_e0', 'EX_cpd00355_e0', 'EX_cpd00023_e0', 'EX_rhamnogalurII_e0', 'EX_neulacnttr_e0', 'EX_cpd00161_e0', 'EX_cpd11583_e0', 'EX_cpd00033_e0', 'EX_cpd00224_e0', 'EX_pecticgal_e0', 'EX_cpd00039_e0', 'EX_mqn10_e0', 'EX_hspg_degr_13_e0', 'EX_2omxyl_e0', 'EX_cpd00644_e0', 'EX_acerA_e0', 'EX_cpd00063_e0', 'EX_leuleu_e0', 'EX_cpd15494_e0', 'EX_manttr_e0', 'EX_cpd00184_e0', 'EX_unsdigalur_e0', 'EX_cpd00154_e0', 'EX_cspg_c_rest_e0', 'EX_cpd00246_e0', 'EX_hspg_degr_8_e0', 'EX_cpd03198_e0', 'EX_cspg_a_degr_e0', 'EX_cpd11580_e0', 'EX_cpd00060_e0', 'EX_cpd00082_e0', 'EX_glycogen1500_e0', 'EX_cpd00118_e0', 'EX_cpd15500_e0', 'EX_cpd00277_e0', 'EX_cpd00138_e0', 'EX_mqn9_e0', 'EX_cpd01017_e0', 'EX_cpd00311_e0', 'EX_glyasp_e0', 'EX_cpd15495_e0', 'EX_arabinogal_e0', 'EX_cpd00108_e0', 'EX_cpd03725_e0', 'EX_cpd00239_e0', 'EX_cpd00092_e0', 'EX_cpd00105_e0', 'EX_acgalidour2s_e0', 'EX_cpd00020_e0', 'EX_cpd15836_e0', 'EX_cpd00232_e0', 'EX_metala_e0']\n" + ] + } + ], + "source": [ + "exchange_IDs = [exRXN.id for exRXN in model_obj.exchange_list()]\n", + "print(exchange_IDs)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "c68e891b-f5b2-496d-96b7-14a4356ce20f", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'EX_cpd00027_e0': 5,\n", + " 'EX_cpd00013_e0': 100,\n", + " 'EX_cpd00009_e0': 100,\n", + " 'EX_cpd00239_e0': 5,\n", + " 'EX_cpd00063_e0': 100,\n", + " 'EX_cpd00011_e0': 0,\n", + " 'EX_cpd10516_e0': 100,\n", + " 'EX_cpd00067_e0': 100,\n", + " 'EX_cpd00001_e0': 100,\n", + " 'EX_cpd00205_e0': 100,\n", + " 'EX_cpd00254_e0': 100,\n", + " 'EX_cpd00971_e0': 100,\n", + " 'EX_cpd00007_e0': 0,\n", + " 'EX_cpd00099_e0': 100,\n", + " 'EX_cpd00058_e0': 100,\n", + " 'EX_cpd00149_e0': 100,\n", + " 'EX_cpd00030_e0': 100,\n", + " 'EX_cpd00034_e0': 100,\n", + " 'EX_cpd10515_e0': 100,\n", + " 'EX_cpd00028_e0': 0.005,\n", + " 'EX_cpd00635_e0': 0.005,\n", + " 'EX_cpd00048_e0': 100,\n", + " 'EX_cpd00098_e0': 0.001}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cpd00027_e0\n", + "cpd00013_e0\n", + "cpd00009_e0\n", + "cpd00239_e0\n", + "cpd00063_e0\n", + "cpd00011_e0\n", + "cpd10516_e0\n", + "cpd00067_e0\n", + "cpd00001_e0\n", + "cpd00205_e0\n", + "cpd00254_e0\n", + "cpd00971_e0\n", + "cpd00007_e0\n", + "cpd00099_e0\n", + "cpd00058_e0\n", + "cpd00149_e0\n", + "cpd00030_e0\n", + "cpd00034_e0\n", + "cpd10515_e0\n", + "cpd00028_e0\n", + "cpd00635_e0\n", + "cpd00048_e0\n", + "cpd11574_e0\n", + "cpd00244_e0\n", + "cpd03387_e0\n", + "cpd03396_e0\n", + "cpd15574_e0\n", + "cpd00098_e0\n" + ] + } + ], + "source": [ + "display({\"EX_\"+exID: -bound[0] for exID, bound in environment.get_media_constraints().items()\n", + " if \"EX_\"+exID in exchange_IDs})\n", + "for exID, bound in environment.get_media_constraints().items():\n", + " print(exID)\n", + " if \"EX_\"+exID+\"_e0\" in exchange_IDs:\n", + " print(\"yes\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "7d39ab65-0f88-460c-950f-1992403172b3", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{}" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from modelseedpy import MSModelUtil\n", + "model_obj = MSModelUtil(model)\n", + "medium = model_obj.add_kbase_media(environment)\n", + "display(medium)" + ] + }, + { + "cell_type": "markdown", + "id": "33a9fb3b-8f4a-47a6-9287-85d2692111b2", + "metadata": { + "tags": [] + }, + "source": [ + "#### sans media" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "5752ef12", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEED\\ModelSEEDpy\\modelseedpy\\core\\msminimalmedia.py:229: DeprecationWarning: invalid escape sequence \\[\n", + " if new_sol.status != \"optimal\":\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The minimal flux media consists of 21 compounds and a 0.3564968584392657 total influx, with a growth value of 0.1000000236061895\n", + "CPU times: total: 9.83 s\n", + "Wall time: 9.84 s\n" + ] + } + ], + "source": [ + "%run ../modelseedpy/core/msminimalmedia.py\n", + "%time min_flux_media = MSMinimalMedia.minimize_flux(com_model, .1)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "81b29504-1267-4352-83ee-cd6b01e4be2c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "bio3: 70.028756 cpd00001_c1 + 75.55223 cpd00002_c1 + 0.001787 cpd00003_c1 + 4.5e-05 cpd00004_c1 + 0.000335 cpd00005_c1 + 0.000112 cpd00006_c1 + 0.000168 cpd00010_c1 + 0.012379 cpd00013_c1 + 0.000223 cpd00015_c1 + 0.000223 cpd00016_c1 + 0.000223 cpd00017_c1 + 0.000279 cpd00022_c1 + 0.255712 cpd00023_c1 + 0.000223 cpd00028_c1 + 0.000658 cpd00030_c1 + 0.595297 cpd00033_c1 + 0.000324 cpd00034_c1 + 0.499149 cpd00035_c1 + 0.209121 cpd00038_c1 + 0.333448 cpd00039_c1 + 0.234232 cpd00041_c1 + 0.000223 cpd00042_c1 + 0.004126 cpd00048_c1 + 0.28742 cpd00051_c1 + 0.129799 cpd00052_c1 + 0.255712 cpd00053_c1 + 0.209684 cpd00054_c1 + 0.000223 cpd00056_c1 + 0.000674 cpd00058_c1 + 0.149336 cpd00060_c1 + 0.140101 cpd00062_c1 + 0.004952 cpd00063_c1 + 0.055234 cpd00065_c1 + 0.180021 cpd00066_c1 + 0.133993 cpd00069_c1 + 3.1e-05 cpd00070_c1 + 9.8e-05 cpd00078_c1 + 0.088988 cpd00084_c1 + 0.000223 cpd00087_c1 + 0.004952 cpd00099_c1 + 2e-06 cpd00104_c1 + 0.437778 cpd00107_c1 + 0.024805 cpd00115_c1 + 0.03327 cpd00118_c1 + 0.092056 cpd00119_c1 + 0.000223 cpd00125_c1 + 0.214798 cpd00129_c1 + 0.234232 cpd00132_c1 + 2.4e-05 cpd00149_c1 + 0.154187 cpd00155_c1 + 0.411184 cpd00156_c1 + 0.246506 cpd00161_c1 + 0.000223 cpd00166_c1 + 0.000223 cpd00201_c1 + 0.18569 cpd00205_c1 + 0.000223 cpd00216_c1 + 0.000223 cpd00220_c1 + 0.025612 cpd00241_c1 + 0.000307 cpd00244_c1 + 0.008253 cpd00254_c1 + 0.006744 cpd00264_c1 + 0.282306 cpd00322_c1 + 0.000223 cpd00345_c1 + 0.025612 cpd00356_c1 + 0.024805 cpd00357_c1 + 0.000223 cpd00557_c1 + 0.000223 cpd03453_c1 + 0.006388 cpd10515_c1 + 0.007428 cpd10516_c1 + 0.000223 cpd11313_c1 + 7e-06 cpd11574_c1 + 0.000223 cpd15353_c1 + 0.002944 cpd15428_p1 + 0.00229 cpd15429_p1 + 0.00118 cpd15431_p1 + 0.008151 cpd15432_e0 + 0.000223 cpd15499_c1 + 0.001345 cpd15501_p1 + 0.000605 cpd15503_p1 + 0.005381 cpd15505_p1 + 0.005448 cpd15506_p1 + 0.000673 cpd15508_p1 + 0.044164 cpd15531_p1 + 0.03435 cpd15532_p1 + 0.017704 cpd15534_p1 + 0.010599 cpd15538_p1 + 0.008244 cpd15539_p1 + 0.004249 cpd15541_p1 + 0.000223 cpd15561_c1 + 7e-06 cpd21288_c1 + 2.5e-05 cpd24604_c1 + 0.000248 cpd24682_c1 + 5.5e-05 cpd25775_c1 + 3e-06 lipopb-c_c1 + 7e-06 mocogdp-c_c1 --> 75.37723 cpd00008_c1 + 75.37323 cpd00009_c1 + 0.749831 cpd00012_c1 + 75.37723 cpd00067_c1 + cpd11416_c1\n" + ] + } + ], + "source": [ + "print(com_model.reactions.bio3)" + ] + }, + { + "cell_type": "markdown", + "id": "da7592c2-eefb-4df2-ae1a-724eaec6c07a", + "metadata": { + "tags": [] + }, + "source": [ + "#### with media" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "a7c1cd8b-7ccc-4064-beea-548d1fb1717b", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "21 \n", + "\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEED\\ModelSEEDpy\\modelseedpy\\core\\msminimalmedia.py:213: DeprecationWarning: invalid escape sequence \\[\n", + " changed_reactions = [re.search(\"(?<=\\[\\')(.+)(?=\\'\\])\", change).group() for change in changes]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The minimal flux media consists of 16 compounds and a 4.427471959987979 total influx, with a growth value of 0.09999999999982846\n", + "CPU times: total: 2.41 s\n", + "Wall time: 2.4 s\n" + ] + } + ], + "source": [ + "from modelseedpy import MSModelUtil\n", + "model_obj = MSModelUtil(model)\n", + "model_obj.add_kbase_media(environment)\n", + "print(len(model_obj.model.medium), \"\\n\")\n", + "\n", + "%run ../modelseedpy/core/msminimalmedia.py\n", + "%time min_flux_media = MSMinimalMedia.minimize_flux(model_obj.model, .1, model_obj.model.medium)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "549ae560-2c49-49a3-a92b-e34d0cbb7f19", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'EX_cpd10516_e0': 0.00046680000000000007,\n", + " 'EX_cpd00239_e0': 0.02616600000000712,\n", + " 'EX_cpd00205_e0': 0.00046680000000000007,\n", + " 'EX_cpd00635_e0': 0.00046680000000000007,\n", + " 'EX_cpd00028_e0': 0.00046680000000000007,\n", + " 'EX_cpd00034_e0': 0.00046680000000000007,\n", + " 'EX_cpd00063_e0': 0.00046680000000000007,\n", + " 'EX_cpd00149_e0': 0.00046680000000000007,\n", + " 'EX_cpd10515_e0': 0.00046680000000000007,\n", + " 'EX_cpd00971_e0': 0.0004668000000000131,\n", + " 'EX_cpd00030_e0': 0.00046680000000000007,\n", + " 'EX_cpd00098_e0': 0.00046680000000000007,\n", + " 'EX_cpd00027_e0': 3.0734041599947592,\n", + " 'EX_cpd00254_e0': 0.00046680000000000007,\n", + " 'EX_cpd00013_e0': 1.145431399995914,\n", + " 'EX_cpd00009_e0': 0.17686879999729851}" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "display(min_flux_media)" + ] + }, + { + "cell_type": "markdown", + "id": "1bfa8f39-74ad-4251-91a9-bbd39d726b56", + "metadata": {}, + "source": [ + "### Defaults to the original objective value" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1d397120-a22c-4d0e-a989-d5a4aca3f6a5", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "%run ../modelseedpy/core/minimalmediapkg.py\n", + "%time min_flux_media = MinimalMediaPkg.minimize_flux(model)" + ] + }, + { + "cell_type": "markdown", + "id": "e3ca7ea0", + "metadata": {}, + "source": [ + "### contrast with the COBRApy equivalent" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ce12937d", + "metadata": {}, + "outputs": [], + "source": [ + "def cobra_minimal_flux(model, min_growth):\n", + " from cobra.medium import minimal_medium\n", + " cobra_min_flux_media = minimal_medium(model, min_growth)\n", + " model_copy = model.copy()\n", + " model_copy.medium = cobra_min_flux_media\n", + " print(f\"The COBRA minimal flux media consists of {len(cobra_min_flux_media)} compounds and a {sum([flux for rxn, flux in cobra_min_flux_media.items()])} total flux,\" \n", + " f\" with a growth value of {model_copy.optimize().objective_value}\")\n", + " return cobra_min_flux_media\n", + " \n", + "%time cobra_min_flux_media = cobra_minimal_flux(model, .1)" + ] + }, + { + "cell_type": "markdown", + "id": "cd5ffdb3-28c4-4210-8ada-01e0c7a9b1cc", + "metadata": {}, + "source": [ + "#### A full community media" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dc72e6ee-a458-45d2-9bbf-91fd56551c7e", + "metadata": {}, + "outputs": [], + "source": [ + "%run ../modelseedpy/core/minimalmediapkg.py\n", + "%time min_flux_media = MinimalMediaPkg.minimize_flux(com_model)" + ] + }, + { + "cell_type": "markdown", + "id": "a7ac6b18", + "metadata": {}, + "source": [ + "## Examine the minimal components media" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "87dae13c-a351-41f1-b1a3-6621905841c6", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEED\\ModelSEEDpy\\modelseedpy\\core\\msminimalmedia.py:220: DeprecationWarning: invalid escape sequence \\[\n", + " changed_reactions = [re.search(\"(?<=\\[\\')(.+)(?=\\'\\])\", change).group() for change in changes]\n" + ] + } + ], + "source": [ + "%run ../modelseedpy/core/msminimalmedia.py\n", + "minMedia = MSMinimalMedia.minimize_components(com_model) #, environment=FBAHelper.convert_kbase_media(environment))\n", + "pprint(minMedia)\n", + "len(minMedia)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "ab1fe6e4-e97a-4ccd-8840-4cf87126b4e9", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEED\\ModelSEEDpy\\modelseedpy\\core\\msminimalmedia.py:218: DeprecationWarning: invalid escape sequence \\[\n", + " changed_reactions = [re.search(\"(?<=\\[\\')(.+)(?=\\'\\])\", change).group() for change in changes]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Definition of minimum objective time: 0.0033854166666666668 mins\n", + "Iteration 0\r" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Optimization time: 0.04791666666666667 mins\n", + "{'EX_cpd00007_e0': 0.0022449273275746123,\n", + " 'EX_cpd00028_e0': 0.0005612318319663245,\n", + " 'EX_cpd00030_e0': 0.0005612318319663245,\n", + " 'EX_cpd00034_e0': 0.0005612318319663245,\n", + " 'EX_cpd00048_e0': 313.8132768801727,\n", + " 'EX_cpd00058_e0': 0.0005612318319663245,\n", + " 'EX_cpd00063_e0': 0.0005612318319663245,\n", + " 'EX_cpd00099_e0': 0.0005612318319663245,\n", + " 'EX_cpd00104_e0': 0.0005612318319663245,\n", + " 'EX_cpd00149_e0': 0.0005612318319663245,\n", + " 'EX_cpd00156_e0': 296.13941220607444,\n", + " 'EX_cpd00205_e0': 0.0005612318319663245,\n", + " 'EX_cpd00215_e0': 0.0005612318319663245,\n", + " 'EX_cpd00220_e0': 0.0016836954956716,\n", + " 'EX_cpd00254_e0': 0.0005612318319663245,\n", + " 'EX_cpd00322_e0': 0.04835970206750062,\n", + " 'EX_cpd00355_e0': 1000.0,\n", + " 'EX_cpd00393_e0': 0.0016836954957852868,\n", + " 'EX_cpd00793_e0': 0.0005612318318526377,\n", + " 'EX_cpd10515_e0': 0.0016836954957852868}\n" + ] + }, + { + "data": { + "text/plain": [ + "20" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "AP49 = kbase_api.get_from_ws(\"Sphingobium_AP49_pacbio_v2.RAST.fbamodel\", 114731)\n", + "BC15 = kbase_api.get_from_ws(\"Bacillus_sp._bc15.RAST.fbamodel\", 114731)\n", + "AP49_BC15_model = kbase_api.get_from_ws(\"AP49-BC15\",114731)\n", + "\n", + "%run ../modelseedpy/core/msminimalmedia.py\n", + "minMedia = MSMinimalMedia.determine_min_media(AP49_BC15_model)\n", + "pprint(minMedia)\n", + "len(minMedia)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "c282d743-f5d1-428f-be16-8cccc2fa4fcf", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEED\\ModelSEEDpy\\modelseedpy\\core\\msminimalmedia.py:229: DeprecationWarning: invalid escape sequence \\[\n", + " changed_reactions = [re.search(\"(?<=\\[\\')(.+)(?=\\'\\])\", change).group() for change in changes]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "min_value: 0.1 <= 1.0*bio3 - 1.0*bio3_reverse_69e6e\n", + "\n", + "Definition of minimum objective time: 0.0033854166666666668 mins\n", + "Iteration 3\n", + "Optimization time: 1.4140625 mins\n", + "{'EX_cpd00007_e0': 0.002244927327119865,\n", + " 'EX_cpd00009_e0': 5.684341886080802e-14,\n", + " 'EX_cpd00028_e0': 0.0005612318319663245,\n", + " 'EX_cpd00030_e0': 0.0005612318319663245,\n", + " 'EX_cpd00034_e0': 0.0005612318319663245,\n", + " 'EX_cpd00048_e0': 640.7358419223489,\n", + " 'EX_cpd00058_e0': 0.0005612318319663245,\n", + " 'EX_cpd00063_e0': 0.0005612318319663245,\n", + " 'EX_cpd00099_e0': 0.0005612318319663245,\n", + " 'EX_cpd00104_e0': 0.0005612318319663245,\n", + " 'EX_cpd00149_e0': 0.0005612318319663245,\n", + " 'EX_cpd00156_e0': 0.14664687099025286,\n", + " 'EX_cpd00205_e0': 0.0005612318319663245,\n", + " 'EX_cpd00215_e0': 0.0005612318319663245,\n", + " 'EX_cpd00220_e0': 0.0016836954956716,\n", + " 'EX_cpd00249_e0': 5.684341886080802e-14,\n", + " 'EX_cpd00254_e0': 0.0005612318319663245,\n", + " 'EX_cpd00322_e0': 0.04835970206750062,\n", + " 'EX_cpd00355_e0': 1000.0,\n", + " 'EX_cpd00393_e0': 0.0016836954957852868,\n", + " 'EX_cpd00793_e0': 0.0005612318318526377,\n", + " 'EX_cpd10516_e0': 0.09194938242114858}\n" + ] + }, + { + "data": { + "text/plain": [ + "22" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%run ../modelseedpy/core/msminimalmedia.py\n", + "minMedia = MSMinimalMedia.determine_min_media(AP49_BC15_model)\n", + "pprint(minMedia)\n", + "len(minMedia)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "099a6a8e-db2e-4756-94fd-e1d48613a6a2", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEED\\ModelSEEDpy\\modelseedpy\\core\\msminimalmedia.py:215: DeprecationWarning: invalid escape sequence \\[\n", + " changed_reactions = [re.search(\"(?<=\\[\\')(.+)(?=\\'\\])\", change).group() for change in changes]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Definition of minimum objective time: 0.007552083333333333 mins\n", + "Iteration 1\r" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Optimization time: 1.2575520833333333 mins\n", + "{'EX_cpd00028_e0': 0.00046679999999999985,\n", + " 'EX_cpd00030_e0': 0.00046679999999810207,\n", + " 'EX_cpd00034_e0': 0.00046679999999810207,\n", + " 'EX_cpd00063_e0': 0.00046679999999810207,\n", + " 'EX_cpd00098_e0': 0.001,\n", + " 'EX_cpd00122_e0': 3.469446951953614e-18,\n", + " 'EX_cpd00149_e0': 0.00046679999999810207,\n", + " 'EX_cpd00205_e0': 0.00046679999999810207,\n", + " 'EX_cpd00239_e0': 5.0,\n", + " 'EX_cpd00254_e0': 0.00046679999999810207,\n", + " 'EX_cpd00355_e0': 3.552713678800501e-15,\n", + " 'EX_cpd00635_e0': 0.00046679999999999985,\n", + " 'EX_cpd00971_e0': 0.00046679999999810207,\n", + " 'EX_cpd10515_e0': 0.00046679999999810207,\n", + " 'EX_cpd10516_e0': 0.00046680000000000007}\n" + ] + }, + { + "data": { + "text/plain": [ + "15" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "%run ../modelseedpy/core/msminimalmedia.py\n", + "minMedia = MSMinimalMedia.minimize_components(model, environment=FBAHelper.convert_kbase_media(environment))\n", + "pprint(minMedia)\n", + "len(minMedia)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "b0233bcd-60a2-4dbb-88a0-e7afcddf40d2", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEED\\ModelSEEDpy\\modelseedpy\\core\\msminimalmedia.py:187: DeprecationWarning: invalid escape sequence \\[\n", + " # print(change)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Optimization time: 0.014583333333333334 mins\n", + "{'EX_cpd00009_e0': 0.2675888804348128,\n", + " 'EX_cpd00013_e0': 1.5975720985507422,\n", + " 'EX_cpd00027_e0': 4.999999999999998,\n", + " 'EX_cpd00028_e0': 0.00046679999999999985,\n", + " 'EX_cpd00030_e0': 0.00046679999999810207,\n", + " 'EX_cpd00034_e0': 0.00046679999999810207,\n", + " 'EX_cpd00063_e0': 0.00046679999999810207,\n", + " 'EX_cpd00098_e0': 0.00046680000000000007,\n", + " 'EX_cpd00149_e0': 0.00046679999999810207,\n", + " 'EX_cpd00205_e0': 0.00046679999999810207,\n", + " 'EX_cpd00239_e0': 0.02616599999999991,\n", + " 'EX_cpd00254_e0': 0.00046679999999810207,\n", + " 'EX_cpd00635_e0': 0.00046679999999999985,\n", + " 'EX_cpd00971_e0': 0.00046679999999810207,\n", + " 'EX_cpd10515_e0': 0.00046679999999810207,\n", + " 'EX_cpd10516_e0': 0.0004668}\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n" + ] + } + ], + "source": [ + "%run ../modelseedpy/core/msminimalmedia.py\n", + "minMedia = MSMinimalMedia.minimize_components(model, environment=FBAHelper.convert_kbase_media(environment))\n", + "pprint(minMedia)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "17c7cd82-692b-4638-ad19-f70fc021855b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "16" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(minMedia)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0557eeb4", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEED\\ModelSEEDpy\\modelseedpy\\core\\msminimalmedia.py:194: DeprecationWarning: invalid escape sequence \\[\n", + " changed_reactions = [re.search(\"(?<=\\[\\')(.+)(?=\\'\\])\", change).group() for change in changes]\n" + ] + } + ], + "source": [ + "%run ../modelseedpy/core/msminimalmedia.py\n", + "min_components_media = MSMinimalMedia.minimize_components(model)\n", + "print(f\"The minimal components media consists of {len(min_components_media)} compounds and a {sum([flux for flux in min_components_media.values()])} total flux,\" \n", + " f\" with a growth value of {model.optimize().objective_value}\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2a7ec84f-5429-4840-8e95-950b0f50b2d5", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEED\\ModelSEEDpy\\modelseedpy\\core\\msminimalmedia.py:189: DeprecationWarning: invalid escape sequence \\[\n", + " changed_reactions = [re.search(\"(?<=\\[\\')(.+)(?=\\'\\])\", change).group() for change in changes]\n" + ] + } + ], + "source": [ + "%run ../modelseedpy/core/msminimalmedia.py\n", + "minGrowth = 0.1\n", + "%time min_components_media = MSMinimalMedia.minimize_components(model, minGrowth, solution_limit=1)\n", + "print(f\"The minimal components media consists of {len(min_components_media)} compounds and a {sum(list(min_components_media.values()))} total flux,\" \n", + " f\" with a growth value of {minGrowth}\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bd8ac8d6-97c1-4f19-9cbf-ffad00ebf683", + "metadata": {}, + "outputs": [], + "source": [ + "display(min_components_media)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "e2294ce8", + "metadata": {}, + "outputs": [], + "source": [ + "from optlang import Variable, Constraint\n", + "from modelseedpy import FBAHelper\n", + "from optlang.symbolics import Zero\n", + "from deepdiff import DeepDiff\n", + "import re\n", + "\n", + "def _var_to_ID(var):\n", + " rxnID = var.name\n", + " if \"_ru\" in rxnID:\n", + " rxnID = rxnID.replace(\"_ru\", \"\")\n", + " return rxnID\n", + "\n", + "def minimize_components(org_model, minimal_growth=None, printing=True):\n", + " \"\"\"minimize the quantity of metabolites that are consumed by the model\"\"\"\n", + " model = org_model.copy()\n", + " variables = {\"ru\":{}}\n", + " FBAHelper.add_minimal_objective_cons(\n", + " model, sum([rxn.flux_expression for rxn in model.reactions if \"bio\" in rxn.id]), minimal_growth)\n", + "\n", + " # define the binary variable and constraint\n", + " for ex_rxn in FBAHelper.exchange_reactions(model): # this may need to be relegated to a separate function, depending upon whether additional variables and constraints can be copied with a model \n", + " # define the variable\n", + " variables[\"ru\"][ex_rxn.id] = Variable(ex_rxn.id+\"_ru\", lb=0, ub=1, type=\"binary\")\n", + " model.add_cons_vars(variables[\"ru\"][ex_rxn.id])\n", + " # bin_flux: {rxn_bin}*1000 >= {rxn_rev_flux}\n", + " FBAHelper.create_constraint(model, Constraint(Zero, lb=0, ub=None, name=ex_rxn.id+\"_bin\"),\n", + " coef={variables[\"ru\"][ex_rxn.id]: 1000, ex_rxn.reverse_variable: -1})\n", + " print(\"to objective\", f\"{len(variables['ru'])} variables are defined\")\n", + " FBAHelper.add_objective(model, sum([var for var in variables[\"ru\"].values()]), \"min\")\n", + "\n", + " # determine each solution\n", + " solution_dicts = []\n", + " interdependencies = {}\n", + " sol = model.optimize()\n", + " sol_index = 0\n", + " # while sol.status == \"optimal\" and sol_index < 100: # TODO this is commented to more concisely evaluate the effects of a single loop\n", + " sol_dict = FBAHelper.solution_to_variables_dict(sol, model)\n", + " solution_dicts.append(sol_dict)\n", + " ## omit the solution from the next search\n", + " FBAHelper.create_constraint(model, Constraint(\n", + " Zero, lb=len(sol_dict)-1, ub=len(sol_dict)-1,name=ex_rxn.id + f\"_exclusion_sol{sol_index}\"), \n", + " sol_dict)\n", + " ## search the permutation space by omitting previously investigated solution_dicts\n", + " sol_exchanges = [rxn for rxn in sol_dict if \"EX_\" in rxn.name]\n", + " interdependencies[sol_index] = _examine_permutations(model, sol_exchanges, variables, sol_dict, sol_index, 0)\n", + "\n", + " ## TODO - intelligently guide future searches with the results of past searches\n", + "\n", + " ## prepare for the new loop\n", + " sol = model.optimize()\n", + " sol_index += 1\n", + "\n", + "def _knockout(org_model, exVar, variables, sol_dict, sol_index, index):\n", + " # knockout the specified exchange\n", + "# knocked_model = org_model.copy()\n", + " exID = _var_to_ID(exVar)\n", + " coef = {variables[\"ru\"][exID]: 0}\n", + " coef.update({variables[\"ru\"][exVar2.name.replace(\"_ru\", \"\")]: 1\n", + " for exVar2 in sol_dict if exVar != exVar2 and \"EX_\" in exVar2.name})\n", + " FBAHelper.create_constraint(org_model, Constraint(Zero, lb=0.1, ub=None, name=f\"{exID}-sol{sol_index}-{index}\"), coef)\n", + " return org_model.optimize()\n", + "\n", + "def _examine_permutations(model, exchange_ids_to_explore, variables, sol_dict, sol_index, index):\n", + " for ex in exchange_ids_to_explore:\n", + " sol_dict_sans_ex = sol_dict.copy()\n", + " sol_dict_sans_ex.pop(ex)\n", + " # interdependencies[sol_index][exID] = MinimalMediaPkg._examine_permutations(\n", + " # exID, sol_dict, sol_index, variables, sol_dict_sans_ex)\n", + " interdependencies = {sol_index:{}}\n", + "\n", + " ## explore permutations after removing the selected variable\n", + " diff = DeepDiff(sol_dict_sans_ex, FBAHelper.solution_to_dict(\n", + " _knockout(model, ex, variables, sol_dict, sol_index, index)))\n", + " if diff: # the addition of new exchanges or altered exchange fluxes are detected after the removed exchange\n", + " for key, changes in diff.items():\n", + " # for change in changes:\n", + " # print(change)\n", + " changed_reactions = [re.search(\"(?<=\\[\\')(.+)(?=\\'\\])\", change).group() for change in changes]\n", + " # this dictionary should be parsed into a list of substitute metabolites and a list of functionally coupled reactions\n", + " for exchange in [rxn for rxn in changed_reactions if \"EX_\" in rxn]:\n", + " interdependencies[sol_index][exchange] = _examine_permutations(model, exchange_ids_to_explore, variables, sol_dict, sol_index, index+1)\n", + " # coef = {variables[\"met\"][exID]: 0 for cpd in new_mets.keys()}\n", + " # coef.update({variables[\"met\"][exID]: 1 for exID in sol_dict if exID not in new_mets.keys()})\n", + " cpd_name = \"_\".join(new_mets.keys())\n", + " new_sol = self.model.optimize()\n", + " new_sol_dict = FBAHelper.solution_to_variables_dict(new_sol, model)\n", + " new_sol_exchanges = [rxn for rxn in sol_dict if \"EX_\" in rxn.name]\n", + " if new_sol.status != \"optimal\":\n", + " return interdependencies\n", + " _examine_permutations(model, new_sol_exchanges, variables, new_sol_dict, sol_index, index+1)\n", + " return interdependencies" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "19d53a9e", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "to objective 281 variables are defined\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew 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Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew 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Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew 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Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Temp\\ipykernel_42060\\2198455146.py:78: DeprecationWarning: invalid escape sequence \\[\n", + " changed_reactions = [re.search(\"(?<=\\[\\')(.+)(?=\\'\\])\", change).group() for change in changes]\n" + ] + }, + { + "ename": "KeyboardInterrupt", + "evalue": "", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [7]\u001b[0m, in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mminimize_components\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodel\u001b[49m\u001b[43m)\u001b[49m\n", + "Input \u001b[1;32mIn [6]\u001b[0m, in \u001b[0;36mminimize_components\u001b[1;34m(org_model, minimal_growth, printing)\u001b[0m\n\u001b[0;32m 43\u001b[0m \u001b[38;5;66;03m## search the permutation space by omitting previously investigated solution_dicts\u001b[39;00m\n\u001b[0;32m 44\u001b[0m sol_exchanges \u001b[38;5;241m=\u001b[39m [rxn \u001b[38;5;28;01mfor\u001b[39;00m rxn \u001b[38;5;129;01min\u001b[39;00m sol_dict \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEX_\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01min\u001b[39;00m rxn\u001b[38;5;241m.\u001b[39mname]\n\u001b[1;32m---> 45\u001b[0m interdependencies[sol_index] \u001b[38;5;241m=\u001b[39m \u001b[43m_examine_permutations\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msol_exchanges\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvariables\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msol_dict\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msol_index\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m0\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 47\u001b[0m \u001b[38;5;66;03m## TODO - intelligently guide future searches with the results of past searches\u001b[39;00m\n\u001b[0;32m 48\u001b[0m \n\u001b[0;32m 49\u001b[0m \u001b[38;5;66;03m## prepare for the new loop\u001b[39;00m\n\u001b[0;32m 50\u001b[0m sol \u001b[38;5;241m=\u001b[39m model\u001b[38;5;241m.\u001b[39moptimize()\n", + "Input \u001b[1;32mIn [6]\u001b[0m, in \u001b[0;36m_examine_permutations\u001b[1;34m(model, exchange_ids_to_explore, variables, sol_dict, sol_index, index)\u001b[0m\n\u001b[0;32m 79\u001b[0m \u001b[38;5;66;03m# this dictionary should be parsed into a list of substitute metabolites and a list of functionally coupled reactions\u001b[39;00m\n\u001b[0;32m 80\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m exchange \u001b[38;5;129;01min\u001b[39;00m [rxn \u001b[38;5;28;01mfor\u001b[39;00m rxn \u001b[38;5;129;01min\u001b[39;00m changed_reactions \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEX_\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01min\u001b[39;00m rxn]:\n\u001b[1;32m---> 81\u001b[0m interdependencies[sol_index][exchange] \u001b[38;5;241m=\u001b[39m \u001b[43m_examine_permutations\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mexchange_ids_to_explore\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvariables\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msol_dict\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msol_index\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mindex\u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 82\u001b[0m \u001b[38;5;66;03m# coef = {variables[\"met\"][exID]: 0 for cpd in new_mets.keys()}\u001b[39;00m\n\u001b[0;32m 83\u001b[0m \u001b[38;5;66;03m# coef.update({variables[\"met\"][exID]: 1 for exID in sol_dict if exID not in new_mets.keys()})\u001b[39;00m\n\u001b[0;32m 84\u001b[0m cpd_name \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m_\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;241m.\u001b[39mjoin(new_mets\u001b[38;5;241m.\u001b[39mkeys())\n", + "Input \u001b[1;32mIn [6]\u001b[0m, in \u001b[0;36m_examine_permutations\u001b[1;34m(model, exchange_ids_to_explore, variables, sol_dict, sol_index, index)\u001b[0m\n\u001b[0;32m 79\u001b[0m \u001b[38;5;66;03m# this dictionary should be parsed into a list of substitute metabolites and a list of functionally coupled reactions\u001b[39;00m\n\u001b[0;32m 80\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m exchange \u001b[38;5;129;01min\u001b[39;00m [rxn \u001b[38;5;28;01mfor\u001b[39;00m rxn \u001b[38;5;129;01min\u001b[39;00m changed_reactions \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEX_\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01min\u001b[39;00m rxn]:\n\u001b[1;32m---> 81\u001b[0m interdependencies[sol_index][exchange] \u001b[38;5;241m=\u001b[39m \u001b[43m_examine_permutations\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mexchange_ids_to_explore\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvariables\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msol_dict\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msol_index\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mindex\u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 82\u001b[0m \u001b[38;5;66;03m# coef = {variables[\"met\"][exID]: 0 for cpd in new_mets.keys()}\u001b[39;00m\n\u001b[0;32m 83\u001b[0m \u001b[38;5;66;03m# coef.update({variables[\"met\"][exID]: 1 for exID in sol_dict if exID not in new_mets.keys()})\u001b[39;00m\n\u001b[0;32m 84\u001b[0m cpd_name \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m_\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;241m.\u001b[39mjoin(new_mets\u001b[38;5;241m.\u001b[39mkeys())\n", + " \u001b[1;31m[... skipping similar frames: _examine_permutations at line 81 (1600 times)]\u001b[0m\n", + "Input \u001b[1;32mIn [6]\u001b[0m, in \u001b[0;36m_examine_permutations\u001b[1;34m(model, exchange_ids_to_explore, variables, sol_dict, sol_index, index)\u001b[0m\n\u001b[0;32m 79\u001b[0m \u001b[38;5;66;03m# this dictionary should be parsed into a list of substitute metabolites and a list of functionally coupled reactions\u001b[39;00m\n\u001b[0;32m 80\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m exchange \u001b[38;5;129;01min\u001b[39;00m [rxn \u001b[38;5;28;01mfor\u001b[39;00m rxn \u001b[38;5;129;01min\u001b[39;00m changed_reactions \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEX_\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01min\u001b[39;00m rxn]:\n\u001b[1;32m---> 81\u001b[0m interdependencies[sol_index][exchange] \u001b[38;5;241m=\u001b[39m \u001b[43m_examine_permutations\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mexchange_ids_to_explore\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvariables\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msol_dict\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msol_index\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mindex\u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[38;5;241;43m1\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[0;32m 82\u001b[0m \u001b[38;5;66;03m# coef = {variables[\"met\"][exID]: 0 for cpd in new_mets.keys()}\u001b[39;00m\n\u001b[0;32m 83\u001b[0m \u001b[38;5;66;03m# coef.update({variables[\"met\"][exID]: 1 for exID in sol_dict if exID not in new_mets.keys()})\u001b[39;00m\n\u001b[0;32m 84\u001b[0m cpd_name \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m_\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;241m.\u001b[39mjoin(new_mets\u001b[38;5;241m.\u001b[39mkeys())\n", + "Input \u001b[1;32mIn [6]\u001b[0m, in \u001b[0;36m_examine_permutations\u001b[1;34m(model, exchange_ids_to_explore, variables, sol_dict, sol_index, index)\u001b[0m\n\u001b[0;32m 69\u001b[0m interdependencies \u001b[38;5;241m=\u001b[39m {sol_index:{}}\n\u001b[0;32m 71\u001b[0m \u001b[38;5;66;03m## explore permutations after removing the selected variable\u001b[39;00m\n\u001b[0;32m 72\u001b[0m diff \u001b[38;5;241m=\u001b[39m DeepDiff(sol_dict_sans_ex, FBAHelper\u001b[38;5;241m.\u001b[39msolution_to_dict(\n\u001b[1;32m---> 73\u001b[0m \u001b[43m_knockout\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mex\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvariables\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msol_dict\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msol_index\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mindex\u001b[49m\u001b[43m)\u001b[49m))\n\u001b[0;32m 74\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m diff: \u001b[38;5;66;03m# the addition of new exchanges or altered exchange fluxes are detected after the removed exchange\u001b[39;00m\n\u001b[0;32m 75\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m key, changes \u001b[38;5;129;01min\u001b[39;00m diff\u001b[38;5;241m.\u001b[39mitems():\n\u001b[0;32m 76\u001b[0m \u001b[38;5;66;03m# for change in changes:\u001b[39;00m\n\u001b[0;32m 77\u001b[0m \u001b[38;5;66;03m# print(change)\u001b[39;00m\n", + "Input \u001b[1;32mIn [6]\u001b[0m, in \u001b[0;36m_knockout\u001b[1;34m(org_model, exVar, variables, sol_dict, sol_index, index)\u001b[0m\n\u001b[0;32m 58\u001b[0m coef\u001b[38;5;241m.\u001b[39mupdate({variables[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mru\u001b[39m\u001b[38;5;124m\"\u001b[39m][exVar2\u001b[38;5;241m.\u001b[39mname\u001b[38;5;241m.\u001b[39mreplace(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m_ru\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m\"\u001b[39m)]: \u001b[38;5;241m1\u001b[39m\n\u001b[0;32m 59\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m exVar2 \u001b[38;5;129;01min\u001b[39;00m sol_dict \u001b[38;5;28;01mif\u001b[39;00m exVar \u001b[38;5;241m!=\u001b[39m exVar2 \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEX_\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01min\u001b[39;00m exVar2\u001b[38;5;241m.\u001b[39mname})\n\u001b[0;32m 60\u001b[0m FBAHelper\u001b[38;5;241m.\u001b[39mcreate_constraint(org_model, Constraint(Zero, lb\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0.1\u001b[39m, ub\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, name\u001b[38;5;241m=\u001b[39m\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mexID\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m-sol\u001b[39m\u001b[38;5;132;01m{\u001b[39;00msol_index\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m-\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mindex\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m), coef)\n\u001b[1;32m---> 61\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43morg_model\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptimize\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\core\\model.py:1089\u001b[0m, in \u001b[0;36mModel.optimize\u001b[1;34m(self, objective_sense, raise_error)\u001b[0m\n\u001b[0;32m 1085\u001b[0m original_direction \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobjective\u001b[38;5;241m.\u001b[39mdirection\n\u001b[0;32m 1086\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobjective\u001b[38;5;241m.\u001b[39mdirection \u001b[38;5;241m=\u001b[39m {\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmaximize\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmax\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mminimize\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmin\u001b[39m\u001b[38;5;124m\"\u001b[39m}\u001b[38;5;241m.\u001b[39mget(\n\u001b[0;32m 1087\u001b[0m objective_sense, original_direction\n\u001b[0;32m 1088\u001b[0m )\n\u001b[1;32m-> 1089\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mslim_optimize\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1090\u001b[0m solution \u001b[38;5;241m=\u001b[39m get_solution(\u001b[38;5;28mself\u001b[39m, raise_error\u001b[38;5;241m=\u001b[39mraise_error)\n\u001b[0;32m 1091\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobjective\u001b[38;5;241m.\u001b[39mdirection \u001b[38;5;241m=\u001b[39m original_direction\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\core\\model.py:1057\u001b[0m, in \u001b[0;36mModel.slim_optimize\u001b[1;34m(self, error_value, message)\u001b[0m\n\u001b[0;32m 1028\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mslim_optimize\u001b[39m(\u001b[38;5;28mself\u001b[39m, error_value\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mfloat\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnan\u001b[39m\u001b[38;5;124m\"\u001b[39m), message\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m):\n\u001b[0;32m 1029\u001b[0m \u001b[38;5;124;03m\"\"\"Optimize model without creating a solution object.\u001b[39;00m\n\u001b[0;32m 1030\u001b[0m \n\u001b[0;32m 1031\u001b[0m \u001b[38;5;124;03m Creating a full solution object implies fetching shadow prices and\u001b[39;00m\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 1055\u001b[0m \u001b[38;5;124;03m The objective value.\u001b[39;00m\n\u001b[0;32m 1056\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[1;32m-> 1057\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msolver\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptimize\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1058\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39msolver\u001b[38;5;241m.\u001b[39mstatus \u001b[38;5;241m==\u001b[39m optlang\u001b[38;5;241m.\u001b[39minterface\u001b[38;5;241m.\u001b[39mOPTIMAL:\n\u001b[0;32m 1059\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39msolver\u001b[38;5;241m.\u001b[39mobjective\u001b[38;5;241m.\u001b[39mvalue\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\optlang\\interface.py:1516\u001b[0m, in \u001b[0;36mModel.optimize\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 1501\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m 1502\u001b[0m \u001b[38;5;124;03mSolve the optimization problem using the relevant solver back-end.\u001b[39;00m\n\u001b[0;32m 1503\u001b[0m \u001b[38;5;124;03mThe status returned by this method tells whether an optimal solution was found,\u001b[39;00m\n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 1513\u001b[0m \u001b[38;5;124;03m Solution status.\u001b[39;00m\n\u001b[0;32m 1514\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m 1515\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mupdate()\n\u001b[1;32m-> 1516\u001b[0m status \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_optimize\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1517\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m status \u001b[38;5;241m!=\u001b[39m OPTIMAL \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconfiguration\u001b[38;5;241m.\u001b[39mpresolve \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mauto\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[0;32m 1518\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconfiguration\u001b[38;5;241m.\u001b[39mpresolve \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\optlang\\glpk_interface.py:724\u001b[0m, in \u001b[0;36mModel._optimize\u001b[1;34m(self)\u001b[0m\n\u001b[0;32m 721\u001b[0m status \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_run_glp_mip()\n\u001b[0;32m 722\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m status \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mundefined\u001b[39m\u001b[38;5;124m'\u001b[39m \u001b[38;5;129;01mor\u001b[39;00m status \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124minfeasible\u001b[39m\u001b[38;5;124m'\u001b[39m:\n\u001b[0;32m 723\u001b[0m \u001b[38;5;66;03m# Let's see if the presolver and some scaling can fix this issue\u001b[39;00m\n\u001b[1;32m--> 724\u001b[0m \u001b[43mglp_scale_prob\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mproblem\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mGLP_SF_AUTO\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 725\u001b[0m original_presolve_setting \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconfiguration\u001b[38;5;241m.\u001b[39mpresolve\n\u001b[0;32m 726\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mconfiguration\u001b[38;5;241m.\u001b[39mpresolve \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n", + "\u001b[1;31mKeyboardInterrupt\u001b[0m: " + ] + } + ], + "source": [ + "minimize_components(model)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "85c29739", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ae558282", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "aa71c0d6", + "metadata": {}, + "source": [ + "## Examine the JENGA minimal media" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "683042e4", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\minimal_medium.py:112: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " medium = pd.Series()\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "iML1515\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\minimal_medium.py:112: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " medium = pd.Series()\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial media defined with 22 exchanges\n", + "Syntrophic fluxes examined after 0.0 minutes, with 2 change(s): {'values_changed': {\"root['EX_cpd00009_e0']\": {'new_value': 1.9414490264533844, 'old_value': 0.17640199998493244}, \"root['EX_cpd10515_e0']\": {'new_value': 9.42943009409891, 'old_value': 0.0009336000000000001}}}\n", + "The 5040 permutations of the {'EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'} redundant compounds, from absolute tolerance of 1e-4, will be examined.\n", + "('EX_cpd03725_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0')\n", + "('EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0')\n", + "('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0')\n", + "('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0')\n", + "('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0')\n", + "('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0')\n", + "('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0')\n", + "('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0')\n", + "('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0')\n", + "('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0')\n", + "('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0')\n", + "('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0')\n", + "('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0')\n", + "('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0')\n", + "('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0')\n", + "('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0')\n", + "('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0')\n", + "('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0')\n", + "('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0')\n", + "('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0')\n", + "('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0')\n", + "Unique paths:\n", + "16 [('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'), ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'), ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0'), ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'), ('EX_cpd03725_e0', 'EX_cpd01570_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'), ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0'), ('EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'), ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0'), ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'), ('EX_cpd00104_e0', 'EX_cpd00009_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'), ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'), ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'), ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'), ('EX_cpd00104_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'), ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0'), ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0')]\n", + "EX_cpd00104_e0 removed\n", + "EX_cpd10515_e0 removed\n", + "EX_cpd00028_e0 removed\n", + "EX_cpd01570_e0 removed\n", + "EX_cpd00048_e0 removed\n", + "{12265: [('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0'), ('EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'), ('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd01570_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0')]}\n", + "{'EX_cpd00007_e0': 1000.0,\n", + " 'EX_cpd00009_e0': 1.9414490264533844,\n", + " 'EX_cpd00030_e0': 0.0005359000000265238,\n", + " 'EX_cpd00034_e0': 0.0005009000000265238,\n", + " 'EX_cpd00058_e0': 7.09e-05,\n", + " 'EX_cpd00063_e0': 0.0009873000000197862,\n", + " 'EX_cpd00099_e0': 0.0005204999999932625,\n", + " 'EX_cpd00149_e0': 0.0004693000000265238,\n", + " 'EX_cpd00205_e0': 0.019986099999982798,\n", + " 'EX_cpd00244_e0': 3.23e-05,\n", + " 'EX_cpd00254_e0': 0.0013343000000531902,\n", + " 'EX_cpd00635_e0': 0.0004668000000265238,\n", + " 'EX_cpd00971_e0': 0.00046679999991283694,\n", + " 'EX_cpd01017_e0': 615.7517531625807,\n", + " 'EX_cpd03725_e0': 9.430102594098912,\n", + " 'EX_cpd11574_e0': 7.000000000000001e-07,\n", + " 'EX_sphmyln_bt_e0': 0.00046680000000000007}\n", + "Jenga fluxes examined after 2.119010416666667 minutes, with 5 change(s): {'dictionary_item_removed': [root['EX_cpd00028_e0'], root['EX_cpd10515_e0'], root['EX_cpd00104_e0'], root['EX_cpd00048_e0'], root['EX_cpd01570_e0']]}\n" + ] + } + ], + "source": [ + "%run ../modelseedpy/core/minimalmediapkg.py\n", + "media = MinimalMediaPkg.jenga_method(models, com_model, printing=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "c94b04b1-ecd2-4eaa-93b1-010a707a219e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "17" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "len(media[\"community_media\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "8ab6e6e2-ba4f-45d4-b452-d6db6295e54c", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\minimal_medium.py:112: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " medium = pd.Series()\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\minimal_medium.py:112: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " medium = pd.Series()\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Syntrophic fluxes examined after 0.0 minutes, with 2 change(s): {'dictionary_item_removed': [root['EX_cpd10515_e0'], root['EX_cpd00009_e0']]}\n" + ] + } + ], + "source": [ + "%run ../modelseedpy/core/minimalmediapkg.py\n", + "media = MinimalMediaPkg.jenga_method(com_model, models)" + ] + }, + { + "cell_type": "markdown", + "id": "c93622d0-b59c-4c95-b2e9-94e552a8640d", + "metadata": {}, + "source": [ + "### the community model, sans the individual models" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "d8973770-1993-43ea-be67-74b698a59df5", + "metadata": {}, + "outputs": [], + "source": [ + "%run ../modelseedpy/core/minimalmediapkg.py\n", + "media = MinimalMediaPkg.jenga_method(com_model)" + ] + }, + { + "cell_type": "markdown", + "id": "f45feb06-ba44-448e-a483-b641cb3c2116", + "metadata": {}, + "source": [ + "### with compatibilization" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "4c945860-8bdd-4dde-9886-ea880e6382af", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\core\\model.py:522: DeprecationWarning: add_reaction deprecated. Use add_reactions instead\n", + " warn(\"add_reaction deprecated. Use add_reactions instead\", DeprecationWarning)\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd15494_e0 is a ModelSEED ID, and may not be desirably changed to cpd03718_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The old metabolite cpd01399_e0 cross-references ({'AraCyc': ['MALTOTETRAOSE'], 'BiGG': ['maltttr'], 'BrachyCyc': ['MALTOTETRAOSE'], 'KEGG': ['C02052', 'G00457'], 'MetaCyc': ['MALTOTETRAOSE']}) do not overlap with those ({'KEGG': ['C00713', 'G00277', 'G00746'], 'MetaCyc': ['CPD-13556']}) of the new metabolite cpd01399_e0.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + "Standardize exchange reactions in Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 \n", + " ====================================================================================\n", + "\n", + "\n", + "{'original': {'id': 'hspg_degr_4_e0', 'name': 'hspg_degr_4_e0'},\n", + " 'new': {'id': 'cpd32553_e0', 'name': '_e0'},\n", + " 'justification': 'The hspg_degr_4_e0 and cpd32553_e0 distinction in '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 is '\n", + " 'incompatible. The hspg_degr_4_e0 ID is not a ModelSEED '\n", + " 'Database ID. The hspg_degr_4_e0 and cpd32553_e0 metabolites '\n", + " 'were matched via their name.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + ha_deg1_e0 --> cpd00122_e0 + '\n", + " 'ha_pre1_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + ha_deg1_e0 --> cpd00122_e0 + cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for ha_pre1_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here NACHEX27e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'ha_pre1_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_ha_pre1_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2 cpd00001_e0 + ha_pre1_e0 --> cpd00122_e0 + '\n", + " 'cpd00164_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 + cpd32553_e0 --> cpd00122_e0 + '\n", + " 'cpd00164_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for ha_pre1_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GLCAASE9e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + dsT_antigen_e0 --> cpd00232_e0 + '\n", + " 'sT_antigen_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + dsT_antigen_e0 --> cpd00232_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for sT_antigen_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here SIAASE__DASH__OGLYCAN2e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'sT_antigen_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_sT_antigen_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + sT_antigen_e0 --> T_antigen_e0 + '\n", + " 'cpd00232_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> T_antigen_e0 + '\n", + " 'cpd00232_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for sT_antigen_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here SIAASE__DASH__OGLYCAN3e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'dsT_antigen_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_dsT_antigen_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + dsT_antigen_e0 --> cpd00232_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00232_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for dsT_antigen_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here SIAASE__DASH__OGLYCAN2e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'id': 'cpd15494_e0', 'name': 'Maltoheptaose_e0'},\n", + " 'new': {'id': 'cpd03718_e0', 'name': 'Maltoheptaose_e0'},\n", + " 'justification': 'The cpd15494_e0 and cpd03718_e0 distinction in '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 is '\n", + " 'incompatible. The cpd15494_e0 and cpd03718_e0 metabolites '\n", + " 'were matched via their name. The ID match was verified with '\n", + " \"the ['BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + neulacnttr_e0 --> cpd00232_e0 + '\n", + " 'lacnttr_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + neulacnttr_e0 --> cpd00232_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for lacnttr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here NEULACNTTR__DASH__SIASEe_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '8 cpd00001_e0 + 2 fucneulacnhx_e0 --> 2 cpd00108_e0 '\n", + " '+ 2 cpd00122_e0 + 2 cpd00232_e0 + 2 cpd00751_e0 + '\n", + " 'lacnnttr_e0 + lacnttr_e0'},\n", + " 'new': {'reaction': '8.0 cpd00001_e0 + 2.0 fucneulacnhx_e0 --> 2.0 '\n", + " 'cpd00108_e0 + 2.0 cpd00122_e0 + 2.0 cpd00232_e0 + 2.0 '\n", + " 'cpd00751_e0 + cpd32553_e0 + lacnnttr_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for lacnttr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here FUCNEULACNHX__DASH__DEGe_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'lacnttr_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_lacnttr_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + lacnfucpt_e0 --> cpd00751_e0 + '\n", + " 'lacnttr_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + lacnfucpt_e0 --> cpd00751_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for lacnttr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here LACNFUCPT__DASH__FUCASEe_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2 cpd00001_e0 + lacnttr_e0 --> cpd00108_e0 + '\n", + " 'cpd00122_e0 + cpd00208_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 + cpd32553_e0 --> cpd00108_e0 + '\n", + " 'cpd00122_e0 + cpd00208_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for lacnttr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here LACNTTR__DASH__DEGe_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '499 cpd00001_e0 + starch1200_e0 --> 100 cpd00027_e0 '\n", + " '+ 100 cpd00179_e0 + 300 cpd01262_e0'},\n", + " 'new': {'reaction': '499.0 cpd00001_e0 + cpd32553_e0 --> 100.0 cpd00027_e0 + '\n", + " '100.0 cpd00179_e0 + 300.0 cpd01262_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for starch1200_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here AMYe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'starch1200_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_starch1200_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'hspg_degr_8_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_hspg_degr_8_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + hspg_degr_8_e0 --> cpd00048_e0 + '\n", + " 'cpd00067_e0 + hspg_degr_9_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00048_e0 + cpd00067_e0 '\n", + " '+ hspg_degr_9_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_8_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here AS6TASE__DASH__HS2_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + hspg_degr_7_e0 --> hspg_degr_8_e0 + '\n", + " 'idour_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + hspg_degr_7_e0 --> cpd32553_e0 + idour_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_8_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here IDOURASE__DASH__HS2_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '3ddlhept_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_3ddlhept_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '52 cpd00001_e0 + rhamnogalurII_e0 --> 2 2omfuc_e0 + '\n", + " '2 2omxyl_e0 + 2 3ddlhept_e0 + acerA_e0 + 3 '\n", + " 'apio_D_e0 + 3 cpd00108_e0 + 3 cpd00164_e0 + 6 '\n", + " 'cpd00224_e0 + 19 cpd00280_e0 + 8 cpd00396_e0 + 2 '\n", + " 'cpd00751_e0 + 2 cpd00875_e0'},\n", + " 'new': {'reaction': '52.0 cpd00001_e0 + rhamnogalurII_e0 --> 2.0 2omfuc_e0 + '\n", + " '2.0 2omxyl_e0 + acerA_e0 + 3.0 apio_D_e0 + 3.0 '\n", + " 'cpd00108_e0 + 3.0 cpd00164_e0 + 6.0 cpd00224_e0 + 19.0 '\n", + " 'cpd00280_e0 + 8.0 cpd00396_e0 + 2.0 cpd00751_e0 + 2.0 '\n", + " 'cpd00875_e0 + 2.0 cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for 3ddlhept_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here RHAMNOGALURASEe__DASH__II_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2 cpd00001_e0 + cspg_c_e0 --> 2 cspg_c_degr_e0 + '\n", + " 'cspg_c_rest_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 + cspg_c_e0 --> 2.0 cpd32553_e0 + '\n", + " 'cspg_c_rest_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for cspg_c_degr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here CSABCASE__DASH__C__DASH__e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cspg_c_degr_e0 --> acgalglcur_e0 + '\n", + " 'cpd00048_e0 + cpd00067_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> acgalglcur_e0 + '\n", + " 'cpd00048_e0 + cpd00067_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for cspg_c_degr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here CS6TASE_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cspg_c_degr_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_cspg_c_degr_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '14 cpd00001_e0 + lmn30_e0 --> 15 lmn2_e0'},\n", + " 'new': {'reaction': '14.0 cpd00001_e0 + lmn30_e0 --> 15.0 cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for lmn2_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here LMNe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + lmn2_e0 --> 2 cpd00027_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> 2.0 cpd00027_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for lmn2_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here LMN2e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'lmn2_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_lmn2_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'core4_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_core4_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'core4_e0 + cpd00001_e0 --> core3_e0 + cpd00122_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> core3_e0 + cpd00122_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for core4_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here GLCNACASE__DASH__OGLYCAN5e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'alaglu_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_alaglu_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'alaglu_e0 + cpd00067_e0 --> alaglu_c0 + '\n", + " 'cpd00067_c0'},\n", + " 'new': {'reaction': 'cpd00067_e0 + cpd32553_e0 --> alaglu_c0 + cpd00067_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for alaglu_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here ALAGLUt_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2 cpd00001_e0 + cspg_b_e0 --> cspg_a_degr_e0 + '\n", + " 'cspg_ab_rest_e0 + cspg_b_degr_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 + cspg_b_e0 --> cpd32553_e0 + '\n", + " 'cspg_a_degr_e0 + cspg_b_degr_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for cspg_ab_rest_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here CSABCASE__DASH__B__DASH__e_c0) must '\n", + " 'be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cspg_ab_rest_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_cspg_ab_rest_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2 cpd00001_e0 + cspg_a_e0 --> 2 cspg_a_degr_e0 + '\n", + " 'cspg_ab_rest_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 + cspg_a_e0 --> cpd32553_e0 + 2.0 '\n", + " 'cspg_a_degr_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for cspg_ab_rest_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here CSABCASE__DASH__A__DASH__e_c0) must '\n", + " 'be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'gncore2_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_gncore2_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + gncore2_e0 --> core2_e0 + '\n", + " 'cpd00122_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> core2_e0 + cpd00122_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for gncore2_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GLCNACASE__DASH__OGLYCAN2e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'hspg_degr_6_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_hspg_degr_6_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2 cpd00001_e0 + hspg_degr_5_e0 --> 2 cpd00048_e0 + '\n", + " '2 cpd00067_e0 + hspg_degr_6_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 + hspg_degr_5_e0 --> 2.0 cpd00048_e0 + '\n", + " '2.0 cpd00067_e0 + cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_6_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GAM2STASE__DASH__HS2_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2 cpd00001_e0 + 2 cpd00067_e0 + hspg_degr_6_e0 --> '\n", + " 'cpd00164_e0 + 2 cpd00276_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 + 2.0 cpd00067_e0 + cpd32553_e0 --> '\n", + " 'cpd00164_e0 + 2.0 cpd00276_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_6_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GLCNACASE__DASH__HS1_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'core7_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_core7_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'core7_e0 + cpd00001_e0 --> Tn_antigen_e0 + '\n", + " 'cpd00832_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> Tn_antigen_e0 + '\n", + " 'cpd00832_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for core7_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here GALNACASE__DASH__OGLYCAN3e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'isobut_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_isobut_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00067_e0 + isobut_e0 <=> cpd00067_c0 + '\n", + " 'isobut_c0'},\n", + " 'new': {'reaction': 'cpd00067_e0 + cpd32553_e0 <=> cpd00067_c0 + isobut_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for isobut_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here ISOBUTt2r_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'mantr_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_mantr_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_c0 + cpd00002_c0 + mantr_e0 --> '\n", + " 'cpd00008_c0 + cpd00009_c0 + cpd00067_c0 + mantr_c0'},\n", + " 'new': {'reaction': 'cpd00001_c0 + cpd00002_c0 + cpd32553_e0 --> cpd00008_c0 '\n", + " '+ cpd00009_c0 + cpd00067_c0 + mantr_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for mantr_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here MANTRabc_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + mantr_e0 --> cpd00138_e0 + manb_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00138_e0 + manb_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for mantr_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here MANA2e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + manttr_e0 --> cpd00138_e0 + mantr_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + manttr_e0 --> cpd00138_e0 + cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for mantr_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here MANA3e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2fuclac_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_2fuclac_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + lacdfucttr_e0 --> 2fuclac_e0 + '\n", + " 'cpd00751_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + lacdfucttr_e0 --> cpd00751_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for 2fuclac_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here LACDFUCTTR__DASH__FUCASEe_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2fuclac_e0 + cpd00001_e0 --> cpd00208_e0 + '\n", + " 'cpd00751_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00208_e0 + cpd00751_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for 2fuclac_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here 2FUCLAC__DASH__FUCASEe_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00048_e0 + '\n", + " 'cpd00067_e0 + hspg_degr_5_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00048_e0 + cpd00067_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_5_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here AS3TASE__DASH__HS1_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'hspg_degr_5_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_hspg_degr_5_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2.0 cpd00001_e0 + hspg_degr_5_e0 --> 2.0 '\n", + " 'cpd00048_e0 + 2.0 cpd00067_e0 + cpd32553_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 --> 2.0 cpd00048_e0 + 2.0 cpd00067_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_5_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GAM2STASE__DASH__HS2_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '52.0 cpd00001_e0 + rhamnogalurII_e0 --> 2.0 '\n", + " '2omfuc_e0 + 2.0 2omxyl_e0 + acerA_e0 + 3.0 '\n", + " 'apio_D_e0 + 3.0 cpd00108_e0 + 3.0 cpd00164_e0 + 6.0 '\n", + " 'cpd00224_e0 + 19.0 cpd00280_e0 + 8.0 cpd00396_e0 + '\n", + " '2.0 cpd00751_e0 + 2.0 cpd00875_e0 + 2.0 '\n", + " 'cpd32553_e0'},\n", + " 'new': {'reaction': '52.0 cpd00001_e0 --> 2.0 2omfuc_e0 + 2.0 2omxyl_e0 + '\n", + " 'acerA_e0 + 3.0 apio_D_e0 + 3.0 cpd00108_e0 + 3.0 '\n", + " 'cpd00164_e0 + 6.0 cpd00224_e0 + 19.0 cpd00280_e0 + 8.0 '\n", + " 'cpd00396_e0 + 2.0 cpd00751_e0 + 2.0 cpd00875_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for rhamnogalurII_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here RHAMNOGALURASEe__DASH__II_c0) must '\n", + " 'be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'rhamnogalurII_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_rhamnogalurII_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cspg_c_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_cspg_c_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2.0 cpd00001_e0 + cspg_c_e0 --> 2.0 cpd32553_e0 + '\n", + " 'cspg_c_rest_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 --> cpd32553_e0 + cspg_c_rest_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for cspg_c_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here CSABCASE__DASH__C__DASH__e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'alaasp_e0 + cpd00067_e0 --> alaasp_c0 + '\n", + " 'cpd00067_c0'},\n", + " 'new': {'reaction': 'cpd00067_e0 + cpd32553_e0 --> alaasp_c0 + cpd00067_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for alaasp_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here ALAASPt_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'alaasp_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_alaasp_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'unsdigalur_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_unsdigalur_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00067_e0 + pect_e0 --> 195 cpd00116_e0 + 195 '\n", + " 'unsdigalur_e0'},\n", + " 'new': {'reaction': 'cpd00067_e0 + pect_e0 --> 195.0 cpd00116_e0 + 195.0 '\n", + " 'cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for unsdigalur_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here PECTIN__DASH__DEG2e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'unsdigalur_e0 --> 2 dt5hsu_e0'},\n", + " 'new': {'reaction': 'cpd32553_e0 --> 2.0 dt5hsu_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for unsdigalur_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here OGALURLe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'manttr_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_manttr_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + manttr_e0 --> cpd00138_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00138_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for manttr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here MANA3e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + manpt_e0 --> cpd00138_e0 + manttr_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + manpt_e0 --> cpd00138_e0 + cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for manttr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here MANA4e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'mqn11_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_mqn11_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'mqn11_c0 <=> mqn11_e0'},\n", + " 'new': {'reaction': 'mqn11_c0 <=> cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for mqn11_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here MK11t_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'amannan140_e0 + 139 cpd00001_e0 --> 140 '\n", + " 'cpd00138_e0'},\n", + " 'new': {'reaction': '139.0 cpd00001_e0 + cpd32553_e0 --> 140.0 cpd00138_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for amannan140_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here AMANNANASEe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'amannan140_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_amannan140_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + hspg_degr_14_e0 --> hspg_degr_15_e0 + '\n", + " 'idour_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> hspg_degr_15_e0 + '\n", + " 'idour_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_14_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here IDOURASE__DASH__HS3_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + hspg_degr_13_e0 --> cpd00122_e0 + '\n", + " 'hspg_degr_14_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + hspg_degr_13_e0 --> cpd00122_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_14_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here GLCNACASE__DASH__HS3_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'hspg_degr_14_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_hspg_degr_14_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'T_antigen_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_T_antigen_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'core2_e0 + cpd00001_e0 --> T_antigen_e0 + '\n", + " 'cpd00122_e0'},\n", + " 'new': {'reaction': 'core2_e0 + cpd00001_e0 --> cpd00122_e0 + cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for T_antigen_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GLCNACASE__DASH__OGLYCAN3e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> T_antigen_e0 + '\n", + " 'cpd00232_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00232_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for T_antigen_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here SIAASE__DASH__OGLYCAN3e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'T_antigen_e0 + cpd00001_e0 --> Tn_antigen_e0 + '\n", + " 'cpd00108_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> Tn_antigen_e0 + '\n", + " 'cpd00108_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for T_antigen_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GALASE__DASH__OGLYCAN2e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + gncore1_e0 --> T_antigen_e0 + '\n", + " 'cpd00122_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + gncore1_e0 --> cpd00122_e0 + cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for T_antigen_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GLCNACASE__DASH__OGLYCAN4e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'manpt_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_manpt_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + manpt_e0 --> cpd00138_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00138_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for manpt_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here MANA4e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2 cpd00001_e0 + n2m2mn_e0 --> 2 cpd00122_e0 + '\n", + " 'm2mn_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 + n2m2mn_e0 --> 2.0 cpd00122_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for m2mn_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here AHEXASEe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2 cpd00001_e0 + m2mn_e0 --> 2 cpd00138_e0 + mn_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 + cpd32553_e0 --> 2.0 cpd00138_e0 + '\n", + " 'mn_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for m2mn_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here A__DASH__MANASEe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'm2mn_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_m2mn_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '52.0 cpd00001_e0 --> 2.0 2omfuc_e0 + 2.0 2omxyl_e0 '\n", + " '+ acerA_e0 + 3.0 apio_D_e0 + 3.0 cpd00108_e0 + 3.0 '\n", + " 'cpd00164_e0 + 6.0 cpd00224_e0 + 19.0 cpd00280_e0 + '\n", + " '8.0 cpd00396_e0 + 2.0 cpd00751_e0 + 2.0 cpd00875_e0 '\n", + " '+ cpd32553_e0'},\n", + " 'new': {'reaction': '52.0 cpd00001_e0 --> 2.0 2omxyl_e0 + acerA_e0 + 3.0 '\n", + " 'apio_D_e0 + 3.0 cpd00108_e0 + 3.0 cpd00164_e0 + 6.0 '\n", + " 'cpd00224_e0 + 19.0 cpd00280_e0 + 8.0 cpd00396_e0 + 2.0 '\n", + " 'cpd00751_e0 + 2.0 cpd00875_e0 + 3.0 cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for 2omfuc_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here RHAMNOGALURASEe__DASH__II_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2omfuc_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_2omfuc_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + glypro_e0 --> cpd00033_e0 + '\n", + " 'cpd00129_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00033_e0 + cpd00129_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for glypro_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GLYPROPRO1e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'glypro_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_glypro_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00067_e0 + glypro_e0 --> cpd00067_c0 + '\n", + " 'glypro_c0'},\n", + " 'new': {'reaction': 'cpd00067_e0 + cpd32553_e0 --> cpd00067_c0 + glypro_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for glypro_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GLYPROt_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'lacnnttr_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_lacnnttr_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '8.0 cpd00001_e0 + 2.0 fucneulacnhx_e0 --> 2.0 '\n", + " 'cpd00108_e0 + 2.0 cpd00122_e0 + 2.0 cpd00232_e0 + '\n", + " '2.0 cpd00751_e0 + cpd32553_e0 + lacnnttr_e0'},\n", + " 'new': {'reaction': '8.0 cpd00001_e0 + 2.0 fucneulacnhx_e0 --> 2.0 '\n", + " 'cpd00108_e0 + 2.0 cpd00122_e0 + 2.0 cpd00232_e0 + 2.0 '\n", + " 'cpd00751_e0 + 2.0 cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for lacnnttr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here FUCNEULACNHX__DASH__DEGe_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'leugly_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_leugly_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + leugly_e0 --> cpd00033_e0 + '\n", + " 'cpd00107_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00033_e0 + cpd00107_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for leugly_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here LEUGLYLAPe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00067_e0 + leugly_e0 --> cpd00067_c0 + '\n", + " 'leugly_c0'},\n", + " 'new': {'reaction': 'cpd00067_e0 + cpd32553_e0 --> cpd00067_c0 + leugly_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for leugly_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here LEUGLYt_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '7ocholate_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_7ocholate_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '7ocholate_c0 + 2 cpd00971_c0 --> 7ocholate_e0 + 2 '\n", + " 'cpd00971_e0'},\n", + " 'new': {'reaction': '7ocholate_c0 + 2.0 cpd00971_c0 --> 2.0 cpd00971_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for 7ocholate_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here 7OCHOLATEt2_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'alathr_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_alathr_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'alathr_e0 + cpd00067_e0 --> alathr_c0 + '\n", + " 'cpd00067_c0'},\n", + " 'new': {'reaction': 'cpd00067_e0 + cpd32553_e0 --> alathr_c0 + cpd00067_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for alathr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here ALATHRt_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '3fuclac_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_3fuclac_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '3fuclac_e0 + cpd00001_e0 --> cpd00208_e0 + '\n", + " 'cpd00751_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00208_e0 + cpd00751_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for 3fuclac_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here 3FUCLAC__DASH__FUCASEe_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + hspg_degr_10_e0 --> cpd00048_e0 + '\n", + " 'cpd00067_e0 + hspg_degr_11_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00048_e0 + cpd00067_e0 '\n", + " '+ hspg_degr_11_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_10_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here GAM2STASE__DASH__HS3_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'hspg_degr_10_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_hspg_degr_10_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + hspg_degr_9_e0 --> cpd00048_e0 + '\n", + " 'cpd00067_e0 + hspg_degr_10_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + hspg_degr_9_e0 --> cpd00048_e0 + '\n", + " 'cpd00067_e0 + cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_10_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here AS3TASE__DASH__HS2_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'acgalidour_e0 + cpd00001_e0 --> cpd00832_e0 + '\n", + " 'idour_e0'},\n", + " 'new': {'reaction': 'acgalidour_e0 + cpd00001_e0 --> cpd00832_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for idour_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here IDOURASE_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + hspg_degr_7_e0 --> cpd32553_e0 + '\n", + " 'idour_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + hspg_degr_7_e0 --> 2.0 cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for idour_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here IDOURASE__DASH__HS2_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'idour_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_idour_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> hspg_degr_15_e0 + '\n", + " 'idour_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> hspg_degr_15_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for idour_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here IDOURASE__DASH__HS3_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + hspg_degr_1_e0 --> hspg_degr_3_e0 + '\n", + " 'idour_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + hspg_degr_1_e0 --> cpd32553_e0 + '\n", + " 'hspg_degr_3_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for idour_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here IDOURASE__DASH__HS1_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'id': 'core2_e0', 'name': 'core2_e0'},\n", + " 'new': {'id': 'cpd36802_e0', 'name': 'Core2_e0'},\n", + " 'justification': 'The core2_e0 and cpd36802_e0 distinction in '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 is '\n", + " 'incompatible. The core2_e0 ID is not a ModelSEED Database '\n", + " 'ID. The core2_e0 and cpd36802_e0 metabolites were matched '\n", + " 'via their name.'}\n", + "\n", + "\n", + "{'original': {'reaction': '14.0 cpd00001_e0 + lmn30_e0 --> 15.0 cpd32553_e0'},\n", + " 'new': {'reaction': '14.0 cpd00001_e0 --> 14.0 cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for lmn30_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here LMNe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'lmn30_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_lmn30_e0) is deleted.'}\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd01399_e0 is a ModelSEED ID, and may not be desirably changed to cpd00537_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The old metabolite cpd00098_e0 cross-references ({'AraCyc': ['CHOLINE'], 'BiGG': ['chol'], 'BrachyCyc': ['CHOLINE'], 'KEGG': ['C00114'], 'MetaCyc': ['CHOLINE']}) do not overlap with those ({'MetaCyc': ['GLYCO-CT-PHOSPHATE']}) of the new metabolite cpd00098_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd00098_e0 is a ModelSEED ID, and may not be desirably changed to cpd32553_e0.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "{'original': {'id': 'cpd01399_e0', 'name': 'Maltotetraose_e0'},\n", + " 'new': {'id': 'cpd00537_e0', 'name': 'Maltotetraose_e0'},\n", + " 'justification': 'The cpd01399_e0 and cpd00537_e0 distinction in '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 is '\n", + " 'incompatible. The cpd01399_e0 and cpd00537_e0 metabolites '\n", + " 'were matched via their name.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'plac_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_plac_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'plac_c0 --> plac_e0'},\n", + " 'new': {'reaction': 'plac_c0 --> cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for plac_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here PLACt_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'gchola_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_gchola_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2 cpd00971_e0 + gchola_e0 --> 2 cpd00971_c0 + '\n", + " 'gchola_c0'},\n", + " 'new': {'reaction': '2.0 cpd00971_e0 + cpd32553_e0 --> 2.0 cpd00971_c0 + '\n", + " 'gchola_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for gchola_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GCHOLAt2_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'ha_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_ha_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + ha_e0 --> cpd00164_e0 + ha_deg1_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00164_e0 + ha_deg1_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for ha_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here GLCAASE8e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'gncore1_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_gncore1_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + gncore1_e0 --> cpd00122_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00122_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for gncore1_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GLCNACASE__DASH__OGLYCAN4e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2.0 cpd00001_e0 + n2m2mn_e0 --> 2.0 cpd00122_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 --> 2.0 cpd00122_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for n2m2mn_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here AHEXASEe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2 cpd00001_e0 + l2n2m2mn_e0 --> 2 cpd00108_e0 + '\n", + " 'n2m2mn_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 + l2n2m2mn_e0 --> 2.0 cpd00108_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for n2m2mn_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GALASE1e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'n2m2mn_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_n2m2mn_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'leuleu_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_leuleu_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00067_e0 + leuleu_e0 --> cpd00067_c0 + '\n", + " 'leuleu_c0'},\n", + " 'new': {'reaction': 'cpd00067_e0 + cpd32553_e0 --> cpd00067_c0 + leuleu_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for leuleu_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here LEULEUt_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + leuleu_e0 --> 2 cpd00107_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> 2.0 cpd00107_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for leuleu_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here LEULEULAPe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '12ethd_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_12ethd_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '12ethd_e0 <=> 12ethd_c0'},\n", + " 'new': {'reaction': 'cpd32553_e0 <=> 12ethd_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for 12ethd_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here 12ETHDt_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2 cpd00001_e0 + hspg_e0 --> 2 cpd00067_e0 + '\n", + " 'gam26s_e0 + hspg_degr_1_e0 + hspg_degr_2_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 + hspg_e0 --> 2.0 cpd00067_e0 + '\n", + " 'cpd32553_e0 + gam26s_e0 + hspg_degr_2_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_1_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here HEPARL1__DASH__e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'hspg_degr_1_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_hspg_degr_1_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + hspg_degr_1_e0 --> cpd32553_e0 + '\n", + " 'hspg_degr_3_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> hspg_degr_3_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_1_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here IDOURASE__DASH__HS1_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2 cpd00001_e0 + kesto_e0 --> cpd00027_e0 + 2 '\n", + " 'cpd00082_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 + cpd32553_e0 --> cpd00027_e0 + 2.0 '\n", + " 'cpd00082_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for kesto_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here KESTOASEe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'kesto_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_kesto_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2 cpd00001_e0 + hspg_degr_3_e0 --> 2 cpd00048_e0 + '\n", + " '2 cpd00067_e0 + cpd32553_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 --> 2.0 cpd00048_e0 + 2.0 cpd00067_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_3_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here AS6TASE__DASH__HS1_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'hspg_degr_3_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_hspg_degr_3_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 --> hspg_degr_3_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_3_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here IDOURASE__DASH__HS1_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '1124 cpd00001_e0 + glycogen1500_e0 --> 750 '\n", + " 'cpd00027_e0 + 375 cpd00179_e0'},\n", + " 'new': {'reaction': '1124.0 cpd00001_e0 + cpd32553_e0 --> 750.0 cpd00027_e0 + '\n", + " '375.0 cpd00179_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for glycogen1500_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here GLYCOe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'glycogen1500_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_glycogen1500_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'pullulan1200_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_pullulan1200_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '399 cpd00001_e0 + pullulan1200_e0 --> 400 '\n", + " 'cpd01262_e0'},\n", + " 'new': {'reaction': '399.0 cpd00001_e0 + cpd32553_e0 --> 400.0 cpd01262_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for pullulan1200_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here PULLe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'amylose300_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_amylose300_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'amylose300_e0 + 199 cpd00001_e0 --> 100 cpd00027_e0 '\n", + " '+ 100 cpd00179_e0'},\n", + " 'new': {'reaction': '199.0 cpd00001_e0 + cpd32553_e0 --> 100.0 cpd00027_e0 + '\n", + " '100.0 cpd00179_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for amylose300_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here AMYLe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'levantttr_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_levantttr_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '249 cpd00001_e0 + levan1000_e0 --> 250 '\n", + " 'levantttr_e0'},\n", + " 'new': {'reaction': '249.0 cpd00001_e0 + levan1000_e0 --> 250.0 cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for levantttr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here LEVANASE__DASH__1e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + levantttr_e0 --> cpd00082_e0 + '\n", + " 'levanttr_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00082_e0 + levanttr_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for levantttr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here LEVANASE__DASH__2e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'mqn10_c0 <=> mqn10_e0'},\n", + " 'new': {'reaction': 'mqn10_c0 <=> cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for mqn10_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here MK10t_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'mqn10_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_mqn10_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'sTn_antigen_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_sTn_antigen_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + sTn_antigen_e0 --> Tn_antigen_e0 + '\n", + " 'cpd00232_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> Tn_antigen_e0 + '\n", + " 'cpd00232_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for sTn_antigen_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here SIAASE__DASH__OGLYCAN1e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2.0 cpd00001_e0 --> cpd32553_e0 + cspg_c_rest_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 --> 2.0 cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for cspg_c_rest_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here CSABCASE__DASH__C__DASH__e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cspg_c_rest_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_cspg_c_rest_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd00067_e0 + hspg_degr_11_e0 --> '\n", + " 'cpd00276_e0 + hspg_degr_12_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd00067_e0 + hspg_degr_11_e0 --> '\n", + " 'cpd00276_e0 + cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_12_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here GLCNACASE__DASH__HS2_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'hspg_degr_12_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_hspg_degr_12_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + hspg_degr_12_e0 --> cpd00164_e0 + '\n", + " 'hspg_degr_13_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00164_e0 + '\n", + " 'hspg_degr_13_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_12_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here GLCAASE__DASH__HSe_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00067_e0 + dt5hsu_e0 <=> cpd00067_c0 + '\n", + " 'dt5hsu_c0'},\n", + " 'new': {'reaction': 'cpd00067_e0 + cpd32553_e0 <=> cpd00067_c0 + dt5hsu_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for dt5hsu_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here DT5HSUt2r_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd32553_e0 --> 2.0 dt5hsu_e0'},\n", + " 'new': {'reaction': ' --> cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for dt5hsu_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here OGALURLe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'dt5hsu_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_dt5hsu_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'hspg_degr_11_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_hspg_degr_11_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd00067_e0 + hspg_degr_11_e0 --> '\n", + " 'cpd00276_e0 + cpd32553_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd00067_e0 --> cpd00276_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_11_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here GLCNACASE__DASH__HS2_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00048_e0 + '\n", + " 'cpd00067_e0 + hspg_degr_11_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00048_e0 + cpd00067_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_11_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here GAM2STASE__DASH__HS3_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00067_e0 + isoval_e0 <=> cpd00067_c0 + '\n", + " 'isoval_c0'},\n", + " 'new': {'reaction': 'cpd00067_e0 + cpd32553_e0 <=> cpd00067_c0 + isoval_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for isoval_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here ISOVALt2r_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'isoval_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_isoval_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '99 cpd00001_e0 + pecticgal_e0 --> 2 cpd00029_e0 + '\n", + " '78 cpd00108_e0 + 2 cpd00116_e0 + 9 cpd00224_e0 + 9 '\n", + " 'cpd00280_e0 + 4 cpd00396_e0'},\n", + " 'new': {'reaction': '99.0 cpd00001_e0 + cpd32553_e0 --> 2.0 cpd00029_e0 + '\n", + " '78.0 cpd00108_e0 + 2.0 cpd00116_e0 + 9.0 cpd00224_e0 + '\n", + " '9.0 cpd00280_e0 + 4.0 cpd00396_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for pecticgal_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here PECTICGALASEe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'pecticgal_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_pecticgal_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00067_e0 + cpd00098_e0 <=> cpd00067_c0 + '\n", + " 'cpd00098_c0'},\n", + " 'new': {'reaction': 'cpd00067_e0 + cpd32553_e0 <=> cpd00067_c0 + cpd00098_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for cpd00098_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here rxn09692_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00098_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_cpd00098_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'core3_e0 + cpd00001_e0 --> Tn_antigen_e0 + '\n", + " 'cpd00122_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> Tn_antigen_e0 + '\n", + " 'cpd00122_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for core3_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here GLCNACASE__DASH__OGLYCAN6e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'core3_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_core3_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> core3_e0 + '\n", + " 'cpd00122_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00122_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for core3_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here GLCNACASE__DASH__OGLYCAN5e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2 cpd00001_e0 + gam26s_e0 --> 2 cpd00048_e0 + '\n", + " 'cpd00067_e0 + cpd00276_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 + cpd32553_e0 --> 2.0 cpd00048_e0 + '\n", + " 'cpd00067_e0 + cpd00276_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for gam26s_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GAM2STASE__DASH__HS1_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2.0 cpd00001_e0 + hspg_e0 --> 2.0 cpd00067_e0 + '\n", + " 'cpd32553_e0 + gam26s_e0 + hspg_degr_2_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 + hspg_e0 --> 2.0 cpd00067_e0 + 2.0 '\n", + " 'cpd32553_e0 + hspg_degr_2_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for gam26s_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here HEPARL1__DASH__e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'gam26s_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_gam26s_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00067_e0 + metala_e0 --> cpd00067_c0 + '\n", + " 'metala_c0'},\n", + " 'new': {'reaction': 'cpd00067_e0 + cpd32553_e0 --> cpd00067_c0 + metala_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for metala_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here METALAt_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'metala_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_metala_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'galam_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_galam_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00067_e0 + galam_e0 <=> cpd00067_c0 + galam_c0'},\n", + " 'new': {'reaction': 'cpd00067_e0 + cpd32553_e0 <=> cpd00067_c0 + galam_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for galam_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here GALAMt2r_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'hspg_degr_9_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_hspg_degr_9_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + hspg_degr_9_e0 --> cpd00048_e0 + '\n", + " 'cpd00067_e0 + cpd32553_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00048_e0 + cpd00067_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_9_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here AS3TASE__DASH__HS2_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00048_e0 + '\n", + " 'cpd00067_e0 + hspg_degr_9_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00048_e0 + cpd00067_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_9_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here AS6TASE__DASH__HS2_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'id': 'core6_e0', 'name': 'core6_e0'},\n", + " 'new': {'id': 'cpd37201_e0', 'name': 'Core6_e0'},\n", + " 'justification': 'The core6_e0 and cpd37201_e0 distinction in '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23 is '\n", + " 'incompatible. The core6_e0 ID is not a ModelSEED Database '\n", + " 'ID. The core6_e0 and cpd37201_e0 metabolites were matched '\n", + " 'via their name.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'lacndfuchx_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_lacndfuchx_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + lacndfuchx_e0 --> cpd00751_e0 + '\n", + " 'lacnfucpt_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00751_e0 + '\n", + " 'lacnfucpt_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for lacndfuchx_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here LACNDFUCHX__DASH__FUCASEe_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cspg_b_degr_e0 --> acgalidour2s_e0 + '\n", + " 'cpd00048_e0 + cpd00067_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> acgalidour2s_e0 + '\n", + " 'cpd00048_e0 + cpd00067_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for cspg_b_degr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here CS4TASE2_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2.0 cpd00001_e0 + cspg_b_e0 --> cpd32553_e0 + '\n", + " 'cspg_a_degr_e0 + cspg_b_degr_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 + cspg_b_e0 --> 2.0 cpd32553_e0 + '\n", + " 'cspg_a_degr_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for cspg_b_degr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here CSABCASE__DASH__B__DASH__e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cspg_b_degr_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_cspg_b_degr_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2 cpd00001_c0 + s2l2n2m2mn_e0 --> 2 cpd00232_e0 + '\n", + " 'l2n2m2mn_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_c0 + s2l2n2m2mn_e0 --> 2.0 cpd00232_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for l2n2m2mn_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here SIAASEe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2.0 cpd00001_e0 + l2n2m2mn_e0 --> 2.0 cpd00108_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 --> 2.0 cpd00108_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for l2n2m2mn_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GALASE1e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'l2n2m2mn_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_l2n2m2mn_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'acgalidour2s_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_acgalidour2s_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> acgalidour2s_e0 + '\n", + " 'cpd00048_e0 + cpd00067_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00048_e0 + cpd00067_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for acgalidour2s_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here CS4TASE2_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'acgalidour2s_e0 + cpd00001_e0 --> acgalidour_e0 + '\n", + " 'cpd00048_e0 + cpd00067_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> acgalidour_e0 + '\n", + " 'cpd00048_e0 + cpd00067_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for acgalidour2s_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here IS2TASE_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2.0 cpd00001_e0 + cspg_b_e0 --> 2.0 cpd32553_e0 + '\n", + " 'cspg_a_degr_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 --> cpd32553_e0 + cspg_a_degr_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for cspg_b_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here CSABCASE__DASH__B__DASH__e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cspg_b_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_cspg_b_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'hspg_degr_13_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_hspg_degr_13_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00164_e0 + '\n", + " 'hspg_degr_13_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00164_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_13_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here GLCAASE__DASH__HSe_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + hspg_degr_13_e0 --> cpd00122_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00122_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_13_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here GLCNACASE__DASH__HS3_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + levanttr_e0 --> cpd00082_e0 + '\n", + " 'levanb_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00082_e0 + levanb_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for levanttr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here LEVANASE__DASH__3e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'levanttr_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_levanttr_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00082_e0 + '\n", + " 'levanttr_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00082_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for levanttr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here LEVANASE__DASH__2e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 --> hspg_degr_15_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_15_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here IDOURASE__DASH__HS3_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2 cpd00001_e0 + hspg_degr_15_e0 --> 2 cpd00108_e0 + '\n", + " 'hspg_rest_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 + cpd32553_e0 --> 2.0 cpd00108_e0 + '\n", + " 'hspg_rest_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_15_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here GALASE__DASH__HSe_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'hspg_degr_15_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_hspg_degr_15_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 's2l2n2m2mn_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_s2l2n2m2mn_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2.0 cpd00001_c0 + s2l2n2m2mn_e0 --> 2.0 cpd00232_e0 '\n", + " '+ cpd32553_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_c0 --> 2.0 cpd00232_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for s2l2n2m2mn_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here SIAASEe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + s2l2n2m2m_e0 --> cpd00122_e0 + '\n", + " 's2l2n2m2mn_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + s2l2n2m2m_e0 --> cpd00122_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for s2l2n2m2mn_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here AHEXASE2e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd37201_e0 --> Tn_antigen_e0 + '\n", + " 'cpd00122_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd37201_e0 --> cpd00122_e0 + cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for Tn_antigen_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GLCNACASE__DASH__OGLYCAN1e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'Tn_antigen_e0 + cpd00001_e0 --> Ser_Thr_e0 + '\n", + " 'cpd00832_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> Ser_Thr_e0 + cpd00832_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for Tn_antigen_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GALNACASE__DASH__OGLYCAN1e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'core8_e0 + cpd00001_e0 --> Tn_antigen_e0 + '\n", + " 'cpd00108_e0'},\n", + " 'new': {'reaction': 'core8_e0 + cpd00001_e0 --> cpd00108_e0 + cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for Tn_antigen_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GALASE__DASH__OGLYCAN3e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'core5_e0 + cpd00001_e0 --> Tn_antigen_e0 + '\n", + " 'cpd00832_e0'},\n", + " 'new': {'reaction': 'core5_e0 + cpd00001_e0 --> cpd00832_e0 + cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for Tn_antigen_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GALNACASE__DASH__OGLYCAN2e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> Tn_antigen_e0 + '\n", + " 'cpd00108_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00108_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for Tn_antigen_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GALASE__DASH__OGLYCAN2e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> Tn_antigen_e0 + '\n", + " 'cpd00832_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00832_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for Tn_antigen_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GALNACASE__DASH__OGLYCAN3e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> Tn_antigen_e0 + '\n", + " 'cpd00122_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00122_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for Tn_antigen_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GLCNACASE__DASH__OGLYCAN6e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'Tn_antigen_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_Tn_antigen_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> Tn_antigen_e0 + '\n", + " 'cpd00232_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00232_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for Tn_antigen_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here SIAASE__DASH__OGLYCAN1e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00067_e0 + isocapr_e0 <=> cpd00067_c0 + '\n", + " 'isocapr_c0'},\n", + " 'new': {'reaction': 'cpd00067_e0 + cpd32553_e0 <=> cpd00067_c0 + isocapr_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for isocapr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here ISOCAPRt2r_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'isocapr_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_isocapr_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 's2l2n2m2masn_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_s2l2n2m2masn_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + s2l2fn2m2masn_e0 --> cpd00751_e0 + '\n", + " 's2l2n2m2masn_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + s2l2fn2m2masn_e0 --> cpd00751_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for s2l2n2m2masn_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here FUCASEe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + neulacnttr_e0 --> cpd00232_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00232_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for neulacnttr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here NEULACNTTR__DASH__SIASEe_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'neulacnttr_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_neulacnttr_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00067_e0 + pect_e0 --> 195.0 cpd00116_e0 + 195.0 '\n", + " 'cpd32553_e0'},\n", + " 'new': {'reaction': 'cpd00067_e0 --> 195.0 cpd00116_e0 + 194.0 cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for pect_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here PECTIN__DASH__DEG2e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '390 cpd00001_e0 + cpd00067_e0 + pect_e0 --> 195 '\n", + " 'cpd00116_e0 + 390 cpd00280_e0'},\n", + " 'new': {'reaction': '390.0 cpd00001_e0 + cpd00067_e0 + cpd32553_e0 --> 195.0 '\n", + " 'cpd00116_e0 + 390.0 cpd00280_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for pect_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here PECTIN__DASH__DEGe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'pect_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_pect_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2.0 cpd00001_e0 + hspg_e0 --> 2.0 cpd00067_e0 + 2.0 '\n", + " 'cpd32553_e0 + hspg_degr_2_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 --> 2.0 cpd00067_e0 + cpd32553_e0 + '\n", + " 'hspg_degr_2_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here HEPARL1__DASH__e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'hspg_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_hspg_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'phearg_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_phearg_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00067_e0 + phearg_e0 <=> cpd00067_c0 + '\n", + " 'phearg_c0'},\n", + " 'new': {'reaction': 'cpd00067_e0 + cpd32553_e0 <=> cpd00067_c0 + phearg_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for phearg_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here PHEARGt_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cspg_a_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_cspg_a_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2.0 cpd00001_e0 + cspg_a_e0 --> cpd32553_e0 + 2.0 '\n", + " 'cspg_a_degr_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 --> 2.0 cspg_a_degr_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for cspg_a_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here CSABCASE__DASH__A__DASH__e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2.0 cpd00001_e0 --> 2.0 cpd00067_e0 + cpd32553_e0 + '\n", + " 'hspg_degr_2_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 --> 2.0 cpd00067_e0 + 2.0 cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_2_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here HEPARL1__DASH__e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'hspg_degr_2_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_hspg_degr_2_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2 cpd00001_e0 + hspg_degr_2_e0 --> 2 cpd00048_e0 + '\n", + " '4 cpd00067_e0 + hspg_degr_7_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 + cpd32553_e0 --> 2.0 cpd00048_e0 + 4.0 '\n", + " 'cpd00067_e0 + hspg_degr_7_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_2_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here IS2TASE__DASH__HS1_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'hspg_rest_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_hspg_rest_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2.0 cpd00001_e0 + cpd32553_e0 --> 2.0 cpd00108_e0 + '\n", + " 'hspg_rest_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 --> 2.0 cpd00108_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_rest_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GALASE__DASH__HSe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00067_e0 + glyasp_e0 --> cpd00067_c0 + '\n", + " 'glyasp_c0'},\n", + " 'new': {'reaction': 'cpd00067_e0 + cpd32553_e0 --> cpd00067_c0 + glyasp_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for glyasp_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GLYASPt_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'glyasp_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_glyasp_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'chtbs_e0 + cpd00001_e0 --> 2 cpd00122_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> 2.0 cpd00122_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for chtbs_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here AHEXASE3e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'chtbs_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_chtbs_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'rhamnogalurI_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_rhamnogalurI_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '979 cpd00001_e0 + rhamnogalurI_e0 --> 120 '\n", + " 'cpd00108_e0 + 10 cpd00154_e0 + 30 cpd00224_e0 + 620 '\n", + " 'cpd00280_e0 + 200 cpd00396_e0'},\n", + " 'new': {'reaction': '979.0 cpd00001_e0 + cpd32553_e0 --> 120.0 cpd00108_e0 + '\n", + " '10.0 cpd00154_e0 + 30.0 cpd00224_e0 + 620.0 cpd00280_e0 '\n", + " '+ 200.0 cpd00396_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for rhamnogalurI_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here RHAMNOGALURASEe__DASH__I_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + lacdfucttr_e0 --> cpd00751_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00751_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for lacdfucttr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here LACDFUCTTR__DASH__FUCASEe_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'lacdfucttr_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_lacdfucttr_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'oligofru4_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_oligofru4_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '4 cpd00001_e0 + oligofru4_e0 --> 4 cpd00082_e0'},\n", + " 'new': {'reaction': '4.0 cpd00001_e0 + cpd32553_e0 --> 4.0 cpd00082_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for oligofru4_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here OLIGOFRUASEe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'argarg_e0 + cpd00067_e0 <=> argarg_c0 + '\n", + " 'cpd00067_c0'},\n", + " 'new': {'reaction': 'cpd00067_e0 + cpd32553_e0 <=> argarg_c0 + cpd00067_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for argarg_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here ARGARGt_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'argarg_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_argarg_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + s2l2n2m2m_e0 --> cpd00122_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00122_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for s2l2n2m2m_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here AHEXASE2e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 's2l2n2m2m_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_s2l2n2m2m_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'phppa_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_phppa_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'phppa_c0 --> phppa_e0'},\n", + " 'new': {'reaction': 'phppa_c0 --> cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for phppa_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here PHPPAt_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'strch1_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_strch1_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '8 cpd00001_e0 + strch1_e0 --> 8 cpd00027_e0 + '\n", + " 'strch2_e0'},\n", + " 'new': {'reaction': '8.0 cpd00001_e0 + cpd32553_e0 --> 8.0 cpd00027_e0 + '\n", + " 'strch2_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for strch1_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here AMY1e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_c0 + cpd00002_c0 + cps_bt_c0 --> '\n", + " 'cpd00008_c0 + cpd00009_c0 + cpd00067_c0 + '\n", + " 'cps_bt_e0'},\n", + " 'new': {'reaction': 'cpd00001_c0 + cpd00002_c0 + cps_bt_c0 --> cpd00008_c0 + '\n", + " 'cpd00009_c0 + cpd00067_c0 + cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for cps_bt_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here CPS__DASH__BT__DASH__ABC_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cps_bt_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_cps_bt_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '0.010648 clpnai15_c0 + 0.010648 clpnai17_c0 + '\n", + " '0.010648 clpni14_c0 + 0.010648 clpni15_c0 + '\n", + " '0.010648 clpni16_c0 + 0.010648 clpni17_c0 + 34.7965 '\n", + " 'cpd00001_c0 + 40.1701 cpd00002_c0 + 0.004668 '\n", + " 'cpd00003_c0 + 0.004668 cpd00006_c0 + 0.004668 '\n", + " 'cpd00010_c0 + 0.004668 cpd00015_c0 + 0.004668 '\n", + " 'cpd00016_c0 + 0.004668 cpd00017_c0 + 0.25601 '\n", + " 'cpd00023_c0 + 0.004668 cpd00028_c0 + 0.004668 '\n", + " 'cpd00030_c0 + 0.5958 cpd00033_c0 + 0.004668 '\n", + " 'cpd00034_c0 + 0.50006 cpd00035_c0 + 0.2091 '\n", + " 'cpd00038_c0 + 0.33355 cpd00039_c0 + 0.23468 '\n", + " 'cpd00041_c0 + 0.28828 cpd00051_c0 + 0.12988 '\n", + " 'cpd00052_c0 + 0.25601 cpd00053_c0 + 0.2097 '\n", + " 'cpd00054_c0 + 0.004668 cpd00056_c0 + 0.14934 '\n", + " 'cpd00060_c0 + 0.14027 cpd00062_c0 + 0.004668 '\n", + " 'cpd00063_c0 + 0.055157 cpd00065_c0 + 0.18056 '\n", + " 'cpd00066_c0 + 0.13425 cpd00069_c0 + 0.08898 '\n", + " 'cpd00084_c0 + 0.004668 cpd00087_c0 + 0.004668 '\n", + " 'cpd00104_c0 + 0.43866 cpd00107_c0 + 0.023503 '\n", + " 'cpd00115_c0 + 0.092623 cpd00119_c0 + 0.21543 '\n", + " 'cpd00129_c0 + 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'\n", + " 'cpd15654_c0 + 0.004668 cps_bt_e0 + 0.01945 '\n", + " 'lps_bt_e0 + 0.004668 mql10_c0 + 0.004668 mql11_c0 + '\n", + " '0.004668 mql9_c0 + 0.004668 pe_cer1_bt_e0 + '\n", + " '0.010648 peai15_c0 + 0.010648 peai17_c0 + 0.010648 '\n", + " 'pei14_c0 + 0.010648 pei15_c0 + 0.010648 pei16_c0 + '\n", + " '0.010648 pei17_c0 + 0.010648 pgai17_c0 + 0.010648 '\n", + " 'pgi17_c0 + 0.004668 sphmyln_bt_e0 --> 40 '\n", + " 'cpd00008_c0 + 39.9953 cpd00009_c0 + 0.60238 '\n", + " 'cpd00012_c0 + 40 cpd00067_c0 + cpd11416_c0 + '\n", + " '0.004668 cpd12370_c0'},\n", + " 'new': {'reaction': '0.010648 clpnai15_c0 + 0.010648 clpnai17_c0 + 0.010648 '\n", + " 'clpni14_c0 + 0.010648 clpni15_c0 + 0.010648 clpni16_c0 + '\n", + " '0.010648 clpni17_c0 + 34.7965 cpd00001_c0 + 40.1701 '\n", + " 'cpd00002_c0 + 0.004668 cpd00003_c0 + 0.004668 '\n", + " 'cpd00006_c0 + 0.004668 cpd00010_c0 + 0.004668 '\n", + " 'cpd00015_c0 + 0.004668 cpd00016_c0 + 0.004668 '\n", + " 'cpd00017_c0 + 0.25601 cpd00023_c0 + 0.004668 cpd00028_c0 '\n", + " '+ 0.004668 cpd00030_c0 + 0.5958 cpd00033_c0 + 0.004668 '\n", + " 'cpd00034_c0 + 0.50006 cpd00035_c0 + 0.2091 cpd00038_c0 + '\n", + " '0.33355 cpd00039_c0 + 0.23468 cpd00041_c0 + 0.28828 '\n", + " 'cpd00051_c0 + 0.12988 cpd00052_c0 + 0.25601 cpd00053_c0 '\n", + " '+ 0.2097 cpd00054_c0 + 0.004668 cpd00056_c0 + 0.14934 '\n", + " 'cpd00060_c0 + 0.14027 cpd00062_c0 + 0.004668 cpd00063_c0 '\n", + " '+ 0.055157 cpd00065_c0 + 0.18056 cpd00066_c0 + 0.13425 '\n", + " 'cpd00069_c0 + 0.08898 cpd00084_c0 + 0.004668 cpd00087_c0 '\n", + " '+ 0.004668 cpd00104_c0 + 0.43866 cpd00107_c0 + 0.023503 '\n", + " 'cpd00115_c0 + 0.092623 cpd00119_c0 + 0.21543 cpd00129_c0 '\n", + " '+ 0.23468 cpd00132_c0 + 0.004668 cpd00149_c0 + 0.4116 '\n", + " 'cpd00156_c0 + 0.24665 cpd00161_c0 + 0.004668 cpd00166_c0 '\n", + " '+ 0.004668 cpd00201_c0 + 0.004668 cpd00205_c0 + 0.004668 '\n", + " 'cpd00220_c0 + 0.023503 cpd00241_c0 + 0.004668 '\n", + " 'cpd00254_c0 + 0.004668 cpd00264_c0 + 0.28255 cpd00322_c0 '\n", + " '+ 0.004668 cpd00345_c0 + 0.023503 cpd00356_c0 + 0.023503 '\n", + " 'cpd00357_c0 + 0.004668 cpd00971_c0 + 0.092476 '\n", + " 'cpd02229_c0 + 0.004668 cpd10515_c0 + 0.004668 '\n", + " 'cpd10516_c0 + 0.004668 cpd11451_c0 + 0.004668 '\n", + " 'cpd11493_c0 + 0.010648 cpd15426_c0 + 0.010648 '\n", + " 'cpd15428_c0 + 0.010648 cpd15430_c0 + 0.004668 '\n", + " 'cpd15499_c0 + 0.010648 cpd15528_c0 + 0.010648 '\n", + " 'cpd15529_c0 + 0.010648 cpd15531_c0 + 0.010648 '\n", + " 'cpd15533_c0 + 0.010648 cpd15534_c0 + 0.010648 '\n", + " 'cpd15535_c0 + 0.010648 cpd15536_c0 + 0.010648 '\n", + " 'cpd15538_c0 + 0.010648 cpd15540_c0 + 0.010648 '\n", + " 'cpd15541_c0 + 0.092476 cpd15654_c0 + 0.004668 '\n", + " 'cpd32553_e0 + 0.01945 lps_bt_e0 + 0.004668 mql10_c0 + '\n", + " '0.004668 mql11_c0 + 0.004668 mql9_c0 + 0.004668 '\n", + " 'pe_cer1_bt_e0 + 0.010648 peai15_c0 + 0.010648 peai17_c0 '\n", + " '+ 0.010648 pei14_c0 + 0.010648 pei15_c0 + 0.010648 '\n", + " 'pei16_c0 + 0.010648 pei17_c0 + 0.010648 pgai17_c0 + '\n", + " '0.010648 pgi17_c0 + 0.004668 sphmyln_bt_e0 --> 40.0 '\n", + " 'cpd00008_c0 + 39.9953 cpd00009_c0 + 0.60238 cpd00012_c0 '\n", + " '+ 40.0 cpd00067_c0 + cpd11416_c0 + 0.004668 cpd12370_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for cps_bt_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here bio1) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'mqn9_c0 <=> mqn9_e0'},\n", + " 'new': {'reaction': 'mqn9_c0 <=> cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for mqn9_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here MK9t_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'mqn9_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_mqn9_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2.0 cpd00001_e0 + cpd32553_e0 --> 2.0 cpd00138_e0 + '\n", + " 'mn_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 --> 2.0 cpd00138_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for mn_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here A__DASH__MANASEe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'mn_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_mn_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + mn_e0 --> cpd00122_e0 + cpd00138_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00122_e0 + cpd00138_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for mn_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here B__DASH__MANNASEe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2.0 cpd00001_e0 --> cpd32553_e0 + cspg_a_degr_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 --> 2.0 cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for cspg_a_degr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here CSABCASE__DASH__B__DASH__e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cspg_a_degr_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_cspg_a_degr_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2.0 cpd00001_e0 --> 2.0 cspg_a_degr_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 --> 2.0 cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for cspg_a_degr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here CSABCASE__DASH__A__DASH__e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cspg_a_degr_e0 --> acgalglcur_e0 + '\n", + " 'cpd00048_e0 + cpd00067_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> acgalglcur_e0 + '\n", + " 'cpd00048_e0 + cpd00067_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for cspg_a_degr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here CS4TASE_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'lacnfucpt_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_lacnfucpt_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00751_e0 + '\n", + " 'lacnfucpt_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00751_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for lacnfucpt_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here LACNDFUCHX__DASH__FUCASEe_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + lacnfucpt_e0 --> cpd00751_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00751_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for lacnfucpt_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here LACNFUCPT__DASH__FUCASEe_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'acgalglcur_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_acgalglcur_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'acgalglcur_e0 + cpd00001_e0 --> cpd00164_e0 + '\n", + " 'cpd00832_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00164_e0 + cpd00832_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for acgalglcur_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GLCAASEe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> acgalglcur_e0 + '\n", + " 'cpd00048_e0 + cpd00067_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00048_e0 + cpd00067_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for acgalglcur_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here CS4TASE_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> acgalglcur_e0 + '\n", + " 'cpd00048_e0 + cpd00067_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00048_e0 + cpd00067_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for acgalglcur_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here CS6TASE_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'homogal_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_homogal_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '100 cpd00001_e0 + homogal_e0 --> 20 cpd00029_e0 + '\n", + " '20 cpd00116_e0 + 100 cpd00280_e0'},\n", + " 'new': {'reaction': '100.0 cpd00001_e0 + cpd32553_e0 --> 20.0 cpd00029_e0 + '\n", + " '20.0 cpd00116_e0 + 100.0 cpd00280_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for homogal_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here HOMOGALASEe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '249.0 cpd00001_e0 + levan1000_e0 --> 250.0 '\n", + " 'cpd32553_e0'},\n", + " 'new': {'reaction': '249.0 cpd00001_e0 --> 249.0 cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for levan1000_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here LEVANASE__DASH__1e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'levan1000_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_levan1000_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '52.0 cpd00001_e0 --> 2.0 2omxyl_e0 + acerA_e0 + 3.0 '\n", + " 'apio_D_e0 + 3.0 cpd00108_e0 + 3.0 cpd00164_e0 + 6.0 '\n", + " 'cpd00224_e0 + 19.0 cpd00280_e0 + 8.0 cpd00396_e0 + '\n", + " '2.0 cpd00751_e0 + 2.0 cpd00875_e0 + 3.0 '\n", + " 'cpd32553_e0'},\n", + " 'new': {'reaction': '52.0 cpd00001_e0 --> 2.0 2omxyl_e0 + 3.0 apio_D_e0 + 3.0 '\n", + " 'cpd00108_e0 + 3.0 cpd00164_e0 + 6.0 cpd00224_e0 + 19.0 '\n", + " 'cpd00280_e0 + 8.0 cpd00396_e0 + 2.0 cpd00751_e0 + 2.0 '\n", + " 'cpd00875_e0 + 4.0 cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for acerA_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here RHAMNOGALURASEe__DASH__II_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'acerA_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_acerA_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'glyglu_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_glyglu_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00067_e0 + glyglu_e0 --> cpd00067_c0 + '\n", + " 'glyglu_c0'},\n", + " 'new': {'reaction': 'cpd00067_e0 + cpd32553_e0 --> cpd00067_c0 + glyglu_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for glyglu_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GLYGLUt_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '3 cpd00001_e0 + kestottr_e0 --> cpd00027_e0 + 3 '\n", + " 'cpd00082_e0'},\n", + " 'new': {'reaction': '3.0 cpd00001_e0 + cpd32553_e0 --> cpd00027_e0 + 3.0 '\n", + " 'cpd00082_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for kestottr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here KESTOTTRASEe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'kestottr_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_kestottr_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'arabinan101_e0 + 100 cpd00001_e0 <=> cpd00108_e0 + '\n", + " '97 cpd00224_e0 + 2 cpd00280_e0 + cpd00396_e0'},\n", + " 'new': {'reaction': '100.0 cpd00001_e0 + cpd32553_e0 <=> cpd00108_e0 + 97.0 '\n", + " 'cpd00224_e0 + 2.0 cpd00280_e0 + cpd00396_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for arabinan101_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here ARABINANASEe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'arabinan101_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_arabinan101_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '8.0 cpd00001_e0 + cpd32553_e0 --> 8.0 cpd00027_e0 + '\n", + " 'strch2_e0'},\n", + " 'new': {'reaction': '8.0 cpd00001_e0 --> 8.0 cpd00027_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for strch2_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here AMY1e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'strch2_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_strch2_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + strch2_e0 --> cpd00027_e0 + '\n", + " 'cpd00179_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00027_e0 + cpd00179_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for strch2_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here O16G2e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> acgalidour_e0 + '\n", + " 'cpd00048_e0 + cpd00067_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00048_e0 + cpd00067_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for acgalidour_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here IS2TASE_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'acgalidour_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_acgalidour_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'acgalidour_e0 + cpd00001_e0 --> cpd00832_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00832_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for acgalidour_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here IDOURASE_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'hspg_degr_7_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_hspg_degr_7_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2.0 cpd00001_e0 + cpd32553_e0 --> 2.0 cpd00048_e0 + '\n", + " '4.0 cpd00067_e0 + hspg_degr_7_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 --> 2.0 cpd00048_e0 + 4.0 cpd00067_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_7_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here IS2TASE__DASH__HS1_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + hspg_degr_7_e0 --> 2.0 cpd32553_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for hspg_degr_7_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here IDOURASE__DASH__HS2_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'arabinogal_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_arabinogal_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'arabinogal_e0 + 659 cpd00001_e0 --> 15 cpd00067_e0 '\n", + " '+ 552 cpd00108_e0 + 15 cpd00164_e0 + 92 '\n", + " 'cpd00224_e0'},\n", + " 'new': {'reaction': '659.0 cpd00001_e0 + cpd32553_e0 --> 15.0 cpd00067_e0 + '\n", + " '552.0 cpd00108_e0 + 15.0 cpd00164_e0 + 92.0 cpd00224_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for arabinogal_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here ARABINOGALASEe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_c0 + cpd00002_c0 + levanb_e0 --> '\n", + " 'cpd00008_c0 + cpd00009_c0 + cpd00067_c0 + '\n", + " 'levanb_c0'},\n", + " 'new': {'reaction': 'cpd00001_c0 + cpd00002_c0 + cpd32553_e0 --> cpd00008_c0 '\n", + " '+ cpd00009_c0 + cpd00067_c0 + levanb_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for levanb_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here LEVANB__DASH__ABC_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'levanb_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_levanb_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00082_e0 + '\n", + " 'levanb_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00082_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for levanb_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here LEVANASE__DASH__3e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + levanb_e0 --> 2 cpd00082_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> 2.0 cpd00082_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for levanb_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here LEVANASE__DASH__4e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'arabttr_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_arabttr_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'arabttr_e0 + 2 cpd00001_e0 --> 3 cpd00224_e0'},\n", + " 'new': {'reaction': '2.0 cpd00001_e0 + cpd32553_e0 --> 3.0 cpd00224_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for arabttr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here ARABASE3e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '8.0 cpd00001_e0 + 2.0 fucneulacnhx_e0 --> 2.0 '\n", + " 'cpd00108_e0 + 2.0 cpd00122_e0 + 2.0 cpd00232_e0 + '\n", + " '2.0 cpd00751_e0 + 2.0 cpd32553_e0'},\n", + " 'new': {'reaction': '8.0 cpd00001_e0 --> 2.0 cpd00108_e0 + 2.0 cpd00122_e0 + '\n", + " '2.0 cpd00232_e0 + 2.0 cpd00751_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for fucneulacnhx_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here FUCNEULACNHX__DASH__DEGe_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'fucneulacnhx_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_fucneulacnhx_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00164_e0 + '\n", + " 'ha_deg1_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00164_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for ha_deg1_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GLCAASE8e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + ha_deg1_e0 --> cpd00122_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00122_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for ha_deg1_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here NACHEX27e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'ha_deg1_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_ha_deg1_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'manb_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_manb_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + manb_e0 --> 2 cpd00138_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> 2.0 cpd00138_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for manb_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here MANA1e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00138_e0 + '\n", + " 'manb_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00138_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for manb_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here MANA2e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'mbenz_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_mbenz_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'mbenz_c0 --> mbenz_e0'},\n", + " 'new': {'reaction': 'mbenz_c0 --> cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for mbenz_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here MBENZt_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + s2l2fn2m2masn_e0 --> cpd00751_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00751_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for s2l2fn2m2masn_e0 already exists '\n", + " 'in model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, '\n", + " 'so each reaction (here FUCASEe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 's2l2fn2m2masn_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_s2l2fn2m2masn_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'sphmyln_bt_c0 <=> sphmyln_bt_e0'},\n", + " 'new': {'reaction': 'sphmyln_bt_c0 <=> cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for sphmyln_bt_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here SPHMYLN__DASH__BTt_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'sphmyln_bt_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_sphmyln_bt_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '0.010648 clpnai15_c0 + 0.010648 clpnai17_c0 + '\n", + " '0.010648 clpni14_c0 + 0.010648 clpni15_c0 + '\n", + " '0.010648 clpni16_c0 + 0.010648 clpni17_c0 + 34.7965 '\n", + " 'cpd00001_c0 + 40.1701 cpd00002_c0 + 0.004668 '\n", + " 'cpd00003_c0 + 0.004668 cpd00006_c0 + 0.004668 '\n", + " 'cpd00010_c0 + 0.004668 cpd00015_c0 + 0.004668 '\n", + " 'cpd00016_c0 + 0.004668 cpd00017_c0 + 0.25601 '\n", + " 'cpd00023_c0 + 0.004668 cpd00028_c0 + 0.004668 '\n", + " 'cpd00030_c0 + 0.5958 cpd00033_c0 + 0.004668 '\n", + " 'cpd00034_c0 + 0.50006 cpd00035_c0 + 0.2091 '\n", + " 'cpd00038_c0 + 0.33355 cpd00039_c0 + 0.23468 '\n", + " 'cpd00041_c0 + 0.28828 cpd00051_c0 + 0.12988 '\n", + " 'cpd00052_c0 + 0.25601 cpd00053_c0 + 0.2097 '\n", + " 'cpd00054_c0 + 0.004668 cpd00056_c0 + 0.14934 '\n", + " 'cpd00060_c0 + 0.14027 cpd00062_c0 + 0.004668 '\n", + " 'cpd00063_c0 + 0.055157 cpd00065_c0 + 0.18056 '\n", + " 'cpd00066_c0 + 0.13425 cpd00069_c0 + 0.08898 '\n", + " 'cpd00084_c0 + 0.004668 cpd00087_c0 + 0.004668 '\n", + " 'cpd00104_c0 + 0.43866 cpd00107_c0 + 0.023503 '\n", + " 'cpd00115_c0 + 0.092623 cpd00119_c0 + 0.21543 '\n", + " 'cpd00129_c0 + 0.23468 cpd00132_c0 + 0.004668 '\n", + " 'cpd00149_c0 + 0.4116 cpd00156_c0 + 0.24665 '\n", + " 'cpd00161_c0 + 0.004668 cpd00166_c0 + 0.004668 '\n", + " 'cpd00201_c0 + 0.004668 cpd00205_c0 + 0.004668 '\n", + " 'cpd00220_c0 + 0.023503 cpd00241_c0 + 0.004668 '\n", + " 'cpd00254_c0 + 0.004668 cpd00264_c0 + 0.28255 '\n", + " 'cpd00322_c0 + 0.004668 cpd00345_c0 + 0.023503 '\n", + " 'cpd00356_c0 + 0.023503 cpd00357_c0 + 0.004668 '\n", + " 'cpd00971_c0 + 0.092476 cpd02229_c0 + 0.004668 '\n", + " 'cpd10515_c0 + 0.004668 cpd10516_c0 + 0.004668 '\n", + " 'cpd11451_c0 + 0.004668 cpd11493_c0 + 0.010648 '\n", + " 'cpd15426_c0 + 0.010648 cpd15428_c0 + 0.010648 '\n", + " 'cpd15430_c0 + 0.004668 cpd15499_c0 + 0.010648 '\n", + " 'cpd15528_c0 + 0.010648 cpd15529_c0 + 0.010648 '\n", + " 'cpd15531_c0 + 0.010648 cpd15533_c0 + 0.010648 '\n", + " 'cpd15534_c0 + 0.010648 cpd15535_c0 + 0.010648 '\n", + " 'cpd15536_c0 + 0.010648 cpd15538_c0 + 0.010648 '\n", + " 'cpd15540_c0 + 0.010648 cpd15541_c0 + 0.092476 '\n", + " 'cpd15654_c0 + 0.004668 cpd32553_e0 + 0.01945 '\n", + " 'lps_bt_e0 + 0.004668 mql10_c0 + 0.004668 mql11_c0 + '\n", + " '0.004668 mql9_c0 + 0.004668 pe_cer1_bt_e0 + '\n", + " '0.010648 peai15_c0 + 0.010648 peai17_c0 + 0.010648 '\n", + " 'pei14_c0 + 0.010648 pei15_c0 + 0.010648 pei16_c0 + '\n", + " '0.010648 pei17_c0 + 0.010648 pgai17_c0 + 0.010648 '\n", + " 'pgi17_c0 + 0.004668 sphmyln_bt_e0 --> 40.0 '\n", + " 'cpd00008_c0 + 39.9953 cpd00009_c0 + 0.60238 '\n", + " 'cpd00012_c0 + 40.0 cpd00067_c0 + cpd11416_c0 + '\n", + " '0.004668 cpd12370_c0'},\n", + " 'new': {'reaction': '0.010648 clpnai15_c0 + 0.010648 clpnai17_c0 + 0.010648 '\n", + " 'clpni14_c0 + 0.010648 clpni15_c0 + 0.010648 clpni16_c0 + '\n", + " '0.010648 clpni17_c0 + 34.7965 cpd00001_c0 + 40.1701 '\n", + " 'cpd00002_c0 + 0.004668 cpd00003_c0 + 0.004668 '\n", + " 'cpd00006_c0 + 0.004668 cpd00010_c0 + 0.004668 '\n", + " 'cpd00015_c0 + 0.004668 cpd00016_c0 + 0.004668 '\n", + " 'cpd00017_c0 + 0.25601 cpd00023_c0 + 0.004668 cpd00028_c0 '\n", + " '+ 0.004668 cpd00030_c0 + 0.5958 cpd00033_c0 + 0.004668 '\n", + " 'cpd00034_c0 + 0.50006 cpd00035_c0 + 0.2091 cpd00038_c0 + '\n", + " '0.33355 cpd00039_c0 + 0.23468 cpd00041_c0 + 0.28828 '\n", + " 'cpd00051_c0 + 0.12988 cpd00052_c0 + 0.25601 cpd00053_c0 '\n", + " '+ 0.2097 cpd00054_c0 + 0.004668 cpd00056_c0 + 0.14934 '\n", + " 'cpd00060_c0 + 0.14027 cpd00062_c0 + 0.004668 cpd00063_c0 '\n", + " '+ 0.055157 cpd00065_c0 + 0.18056 cpd00066_c0 + 0.13425 '\n", + " 'cpd00069_c0 + 0.08898 cpd00084_c0 + 0.004668 cpd00087_c0 '\n", + " '+ 0.004668 cpd00104_c0 + 0.43866 cpd00107_c0 + 0.023503 '\n", + " 'cpd00115_c0 + 0.092623 cpd00119_c0 + 0.21543 cpd00129_c0 '\n", + " '+ 0.23468 cpd00132_c0 + 0.004668 cpd00149_c0 + 0.4116 '\n", + " 'cpd00156_c0 + 0.24665 cpd00161_c0 + 0.004668 cpd00166_c0 '\n", + " '+ 0.004668 cpd00201_c0 + 0.004668 cpd00205_c0 + 0.004668 '\n", + " 'cpd00220_c0 + 0.023503 cpd00241_c0 + 0.004668 '\n", + " 'cpd00254_c0 + 0.004668 cpd00264_c0 + 0.28255 cpd00322_c0 '\n", + " '+ 0.004668 cpd00345_c0 + 0.023503 cpd00356_c0 + 0.023503 '\n", + " 'cpd00357_c0 + 0.004668 cpd00971_c0 + 0.092476 '\n", + " 'cpd02229_c0 + 0.004668 cpd10515_c0 + 0.004668 '\n", + " 'cpd10516_c0 + 0.004668 cpd11451_c0 + 0.004668 '\n", + " 'cpd11493_c0 + 0.010648 cpd15426_c0 + 0.010648 '\n", + " 'cpd15428_c0 + 0.010648 cpd15430_c0 + 0.004668 '\n", + " 'cpd15499_c0 + 0.010648 cpd15528_c0 + 0.010648 '\n", + " 'cpd15529_c0 + 0.010648 cpd15531_c0 + 0.010648 '\n", + " 'cpd15533_c0 + 0.010648 cpd15534_c0 + 0.010648 '\n", + " 'cpd15535_c0 + 0.010648 cpd15536_c0 + 0.010648 '\n", + " 'cpd15538_c0 + 0.010648 cpd15540_c0 + 0.010648 '\n", + " 'cpd15541_c0 + 0.092476 cpd15654_c0 + 0.009336 '\n", + " 'cpd32553_e0 + 0.01945 lps_bt_e0 + 0.004668 mql10_c0 + '\n", + " '0.004668 mql11_c0 + 0.004668 mql9_c0 + 0.004668 '\n", + " 'pe_cer1_bt_e0 + 0.010648 peai15_c0 + 0.010648 peai17_c0 '\n", + " '+ 0.010648 pei14_c0 + 0.010648 pei15_c0 + 0.010648 '\n", + " 'pei16_c0 + 0.010648 pei17_c0 + 0.010648 pgai17_c0 + '\n", + " '0.010648 pgi17_c0 --> 40.0 cpd00008_c0 + 39.9953 '\n", + " 'cpd00009_c0 + 0.60238 cpd00012_c0 + 40.0 cpd00067_c0 + '\n", + " 'cpd11416_c0 + 0.004668 cpd12370_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for sphmyln_bt_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here bio1) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + f1a_e0 --> cpd00108_e0 + cpd37201_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> cpd00108_e0 + cpd37201_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for f1a_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here GALASE__DASH__OGLYCAN1e_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'f1a_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_f1a_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'Ser_Thr_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_Ser_Thr_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00001_e0 + cpd32553_e0 --> Ser_Thr_e0 + '\n", + " 'cpd00832_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00832_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for Ser_Thr_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here GALNACASE__DASH__OGLYCAN1e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'core5_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_core5_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'core5_e0 + cpd00001_e0 --> cpd00832_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00832_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for core5_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here GALNACASE__DASH__OGLYCAN2e_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'kestopt_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_kestopt_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '25 cpd00001_e0 + cpd11602_e0 --> 25 cpd00082_e0 + '\n", + " 'kestopt_e0'},\n", + " 'new': {'reaction': '25.0 cpd00001_e0 + cpd11602_e0 --> 25.0 cpd00082_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for kestopt_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here INULINASEe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '4 cpd00001_e0 + kestopt_e0 --> cpd00027_e0 + 4 '\n", + " 'cpd00082_e0'},\n", + " 'new': {'reaction': '4.0 cpd00001_e0 + cpd32553_e0 --> cpd00027_e0 + 4.0 '\n", + " 'cpd00082_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for kestopt_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here KESTOPTASEe_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '0.010648 clpnai15_c0 + 0.010648 clpnai17_c0 + '\n", + " '0.010648 clpni14_c0 + 0.010648 clpni15_c0 + '\n", + " '0.010648 clpni16_c0 + 0.010648 clpni17_c0 + 34.7965 '\n", + " 'cpd00001_c0 + 40.1701 cpd00002_c0 + 0.004668 '\n", + " 'cpd00003_c0 + 0.004668 cpd00006_c0 + 0.004668 '\n", + " 'cpd00010_c0 + 0.004668 cpd00015_c0 + 0.004668 '\n", + " 'cpd00016_c0 + 0.004668 cpd00017_c0 + 0.25601 '\n", + " 'cpd00023_c0 + 0.004668 cpd00028_c0 + 0.004668 '\n", + " 'cpd00030_c0 + 0.5958 cpd00033_c0 + 0.004668 '\n", + " 'cpd00034_c0 + 0.50006 cpd00035_c0 + 0.2091 '\n", + " 'cpd00038_c0 + 0.33355 cpd00039_c0 + 0.23468 '\n", + " 'cpd00041_c0 + 0.28828 cpd00051_c0 + 0.12988 '\n", + " 'cpd00052_c0 + 0.25601 cpd00053_c0 + 0.2097 '\n", + " 'cpd00054_c0 + 0.004668 cpd00056_c0 + 0.14934 '\n", + " 'cpd00060_c0 + 0.14027 cpd00062_c0 + 0.004668 '\n", + " 'cpd00063_c0 + 0.055157 cpd00065_c0 + 0.18056 '\n", + " 'cpd00066_c0 + 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'\n", + " 'cpd00069_c0 + 0.08898 cpd00084_c0 + 0.004668 cpd00087_c0 '\n", + " '+ 0.004668 cpd00104_c0 + 0.43866 cpd00107_c0 + 0.023503 '\n", + " 'cpd00115_c0 + 0.092623 cpd00119_c0 + 0.21543 cpd00129_c0 '\n", + " '+ 0.23468 cpd00132_c0 + 0.004668 cpd00149_c0 + 0.4116 '\n", + " 'cpd00156_c0 + 0.24665 cpd00161_c0 + 0.004668 cpd00166_c0 '\n", + " '+ 0.004668 cpd00201_c0 + 0.004668 cpd00205_c0 + 0.004668 '\n", + " 'cpd00220_c0 + 0.023503 cpd00241_c0 + 0.004668 '\n", + " 'cpd00254_c0 + 0.004668 cpd00264_c0 + 0.28255 cpd00322_c0 '\n", + " '+ 0.004668 cpd00345_c0 + 0.023503 cpd00356_c0 + 0.023503 '\n", + " 'cpd00357_c0 + 0.004668 cpd00971_c0 + 0.092476 '\n", + " 'cpd02229_c0 + 0.004668 cpd10515_c0 + 0.004668 '\n", + " 'cpd10516_c0 + 0.004668 cpd11451_c0 + 0.004668 '\n", + " 'cpd11493_c0 + 0.010648 cpd15426_c0 + 0.010648 '\n", + " 'cpd15428_c0 + 0.010648 cpd15430_c0 + 0.004668 '\n", + " 'cpd15499_c0 + 0.010648 cpd15528_c0 + 0.010648 '\n", + " 'cpd15529_c0 + 0.010648 cpd15531_c0 + 0.010648 '\n", + " 'cpd15533_c0 + 0.010648 cpd15534_c0 + 0.010648 '\n", + " 'cpd15535_c0 + 0.010648 cpd15536_c0 + 0.010648 '\n", + " 'cpd15538_c0 + 0.010648 cpd15540_c0 + 0.010648 '\n", + " 'cpd15541_c0 + 0.092476 cpd15654_c0 + 0.033454 '\n", + " 'cpd32553_e0 + 0.004668 mql10_c0 + 0.004668 mql11_c0 + '\n", + " '0.004668 mql9_c0 + 0.010648 peai15_c0 + 0.010648 '\n", + " 'peai17_c0 + 0.010648 pei14_c0 + 0.010648 pei15_c0 + '\n", + " '0.010648 pei16_c0 + 0.010648 pei17_c0 + 0.010648 '\n", + " 'pgai17_c0 + 0.010648 pgi17_c0 --> 40.0 cpd00008_c0 + '\n", + " '39.9953 cpd00009_c0 + 0.60238 cpd00012_c0 + 40.0 '\n", + " 'cpd00067_c0 + cpd11416_c0 + 0.004668 cpd12370_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for pe_cer1_bt_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here bio1) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'pe_cer1_bt_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_pe_cer1_bt_e0) is '\n", + " 'deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'alagly_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_alagly_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'alagly_e0 + cpd00067_e0 --> alagly_c0 + '\n", + " 'cpd00067_c0'},\n", + " 'new': {'reaction': 'cpd00067_e0 + cpd32553_e0 --> alagly_c0 + cpd00067_c0'},\n", + " 'justification': 'The new cpd32553_e0 ID for alagly_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here ALAGLYt_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'apio_D_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_apio_D_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': '52.0 cpd00001_e0 --> 2.0 2omxyl_e0 + 3.0 apio_D_e0 '\n", + " '+ 3.0 cpd00108_e0 + 3.0 cpd00164_e0 + 6.0 '\n", + " 'cpd00224_e0 + 19.0 cpd00280_e0 + 8.0 cpd00396_e0 + '\n", + " '2.0 cpd00751_e0 + 2.0 cpd00875_e0 + 4.0 '\n", + " 'cpd32553_e0'},\n", + " 'new': {'reaction': '52.0 cpd00001_e0 --> 2.0 2omxyl_e0 + 3.0 cpd00108_e0 + '\n", + " '3.0 cpd00164_e0 + 6.0 cpd00224_e0 + 19.0 cpd00280_e0 + '\n", + " '8.0 cpd00396_e0 + 2.0 cpd00751_e0 + 2.0 cpd00875_e0 + '\n", + " '7.0 cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for apio_D_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here RHAMNOGALURASEe__DASH__II_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '52.0 cpd00001_e0 --> 2.0 2omxyl_e0 + 3.0 '\n", + " 'cpd00108_e0 + 3.0 cpd00164_e0 + 6.0 cpd00224_e0 + '\n", + " '19.0 cpd00280_e0 + 8.0 cpd00396_e0 + 2.0 '\n", + " 'cpd00751_e0 + 2.0 cpd00875_e0 + 7.0 cpd32553_e0'},\n", + " 'new': {'reaction': '52.0 cpd00001_e0 --> 3.0 cpd00108_e0 + 3.0 cpd00164_e0 + '\n", + " '6.0 cpd00224_e0 + 19.0 cpd00280_e0 + 8.0 cpd00396_e0 + '\n", + " '2.0 cpd00751_e0 + 2.0 cpd00875_e0 + 9.0 cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for 2omxyl_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here RHAMNOGALURASEe__DASH__II_c0) must be '\n", + " 'updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': '2omxyl_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_2omxyl_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'indlac_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_indlac_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'indlac_c0 --> indlac_e0'},\n", + " 'new': {'reaction': 'indlac_c0 --> cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for indlac_e0 already exists in '\n", + " 'model Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so '\n", + " 'each reaction (here INDLACt_c0) must be updated.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'core8_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, thus this '\n", + " 'duplicative exchange reaction (EX_core8_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'core8_e0 + cpd00001_e0 --> cpd00108_e0 + '\n", + " 'cpd32553_e0'},\n", + " 'new': {'reaction': 'cpd00001_e0 --> cpd00108_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for core8_e0 already exists in model '\n", + " 'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23, so each '\n", + " 'reaction (here GALASE__DASH__OGLYCAN3e_c0) must be updated.'}\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\io\\dict.py:89: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.\n", + "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", + " if isinstance(value, np.float):\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\io\\dict.py:91: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here.\n", + "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", + " if isinstance(value, np.bool):\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd15411_e0 is a ModelSEED ID, and may not be desirably changed to cpd03294_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd03191_e0 is a ModelSEED ID, and may not be desirably changed to cpd00880_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - IDWarning: The original ID cpd00609_e0 is a ModelSEED ID, and may not be desirably changed to cpd00571_e0.\n", + "modelseedpy.community.mscompatibility - WARNING - ModelSEEDError: The metabolite (metglcur-e_e0 | 1-O-methyl-Beta-D-glucuronate | Omethylbetadglucuronate | 1-O-methyl-Beta-D-glucuronate) is not recognized by the ModelSEED Database\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + "Standardize exchange reactions in iML1515 \n", + " ============================================\n", + "\n", + "\n", + "{'original': {'id': 'metsox-S-L-e_e0', 'name': 'L-Methionine Sulfoxide'},\n", + " 'new': {'id': 'cpd15498_e0', 'name': 'L-Methionine Sulfoxide_e0'},\n", + " 'justification': 'The metsox-S-L-e_e0 and cpd15498_e0 distinction in iML1515 '\n", + " 'is incompatible. The metsox-S-L-e_e0 ID is not a ModelSEED '\n", + " 'Database ID. The metsox-S-L-e_e0 and cpd15498_e0 '\n", + " 'metabolites were matched via their name.'}\n", + "\n", + "\n", + "{'original': {'id': 'sq-e_e0', 'name': 'Sulphoquinovose'},\n", + " 'new': {'id': 'cpd32553_e0', 'name': '_e0'},\n", + " 'justification': 'The sq-e_e0 and cpd32553_e0 distinction in iML1515 is '\n", + " 'incompatible. The sq-e_e0 ID is not a ModelSEED Database '\n", + " 'ID. The sq-e_e0 and cpd32553_e0 metabolites were matched '\n", + " 'via their name.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd15411_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd03294_e0 exchange reaction already exists in model '\n", + " 'iML1515, thus this duplicative exchange reaction '\n", + " '(EX_cpd15411_e0) is deleted. The ID match was verified with '\n", + " \"the ['BiGG', 'BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd10516_e0 + cpd15411_e0 --> cpd03294_e0'},\n", + " 'new': {'reaction': 'cpd10516_e0 --> '},\n", + " 'justification': 'The new cpd03294_e0 ID for cpd15411_e0 already exists in '\n", + " 'model iML1515, so each reaction (here rxn08144_e0) must be '\n", + " \"updated. The ID match was verified with the ['BiGG', \"\n", + " \"'BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "{'original': {'reaction': 'cpd00067_p0 + cpd15411_p0 --> cpd00067_c0 + '\n", + " 'cpd15411_e0'},\n", + " 'new': {'reaction': 'cpd00067_p0 + cpd15411_p0 --> cpd00067_c0 + cpd03294_e0'},\n", + " 'justification': 'The new cpd03294_e0 ID for cpd15411_e0 already exists in '\n", + " 'model iML1515, so each reaction (here ARBTNtex_p0) must be '\n", + " \"updated. The ID match was verified with the ['BiGG', \"\n", + " \"'BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "{'original': {'id': '4abzglu-e_e0', 'name': '4-aminobenzoyl-glutamate'},\n", + " 'new': {'id': 'cpd26527_e0', 'name': '4-aminobenzoyl-glutamate_e0'},\n", + " 'justification': 'The 4abzglu-e_e0 and cpd26527_e0 distinction in iML1515 is '\n", + " 'incompatible. The 4abzglu-e_e0 ID is not a ModelSEED '\n", + " 'Database ID. The 4abzglu-e_e0 and cpd26527_e0 metabolites '\n", + " 'were matched via their name.'}\n", + "\n", + "\n", + "{'original': {'id': 'metsox-R-L-e_e0', 'name': 'L-methionine-R-sulfoxide'},\n", + " 'new': {'id': 'cpd14720_e0', 'name': 'L-methionine-R-sulfoxide_e0'},\n", + " 'justification': 'The metsox-R-L-e_e0 and cpd14720_e0 distinction in iML1515 '\n", + " 'is incompatible. The metsox-R-L-e_e0 ID is not a ModelSEED '\n", + " 'Database ID. The metsox-R-L-e_e0 and cpd14720_e0 '\n", + " 'metabolites were matched via their name.'}\n", + "\n", + "\n", + "{'original': {'id': 'cpd03191_e0', 'name': 'D-Glucuronate 1-phosphate_e0'},\n", + " 'new': {'id': 'cpd00880_e0', 'name': 'D-Glucuronate 1-phosphate_e0'},\n", + " 'justification': 'The cpd03191_e0 and cpd00880_e0 distinction in iML1515 is '\n", + " 'incompatible. The cpd03191_e0 and cpd00880_e0 metabolites '\n", + " 'were matched via their name. The ID match was verified with '\n", + " \"the ['BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "{'original': {'id': 'cpd00609_e0', 'name': 'D-Glucarate_e0'},\n", + " 'new': {'id': 'cpd00571_e0', 'name': 'D-Glucarate_e0'},\n", + " 'justification': 'The cpd00609_e0 and cpd00571_e0 distinction in iML1515 is '\n", + " 'incompatible. The cpd00609_e0 and cpd00571_e0 metabolites '\n", + " 'were matched via their name. The ID match was verified with '\n", + " \"the ['BiGG'] cross-reference(s).\"}\n", + "\n", + "\n", + "{'original': {'id': 'dhps-e_e0', 'name': '2,3-Dihydroxypropane-1-sulfonate'},\n", + " 'new': {'id': 'cpd31356_e0', 'name': '2,3-Dihydroxypropane-1-sulfonate_e0'},\n", + " 'justification': 'The dhps-e_e0 and cpd31356_e0 distinction in iML1515 is '\n", + " 'incompatible. The dhps-e_e0 ID is not a ModelSEED Database '\n", + " 'ID. The dhps-e_e0 and cpd31356_e0 metabolites were matched '\n", + " 'via their name.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'colipap-e_e0 <=> '},\n", + " 'new': '-- Deleted --',\n", + " 'justification': 'A cpd32553_e0 exchange reaction already exists in model '\n", + " 'iML1515, thus this duplicative exchange reaction '\n", + " '(EX_colipap-e_e0) is deleted.'}\n", + "\n", + "\n", + "{'original': {'reaction': 'colipap-p_p0 + cpd00001_c0 + cpd00002_c0 --> '\n", + " 'colipap-e_e0 + cpd00008_c0 + cpd00009_c0 + '\n", + " 'cpd00067_c0'},\n", + " 'new': {'reaction': 'colipap-p_p0 + cpd00001_c0 + cpd00002_c0 --> cpd00008_c0 '\n", + " '+ cpd00009_c0 + cpd00067_c0 + cpd32553_e0'},\n", + " 'justification': 'The new cpd32553_e0 ID for colipap-e_e0 already exists in '\n", + " 'model iML1515, so each reaction (here COLIPAPabctex_c0) '\n", + " 'must be updated.'}\n", + "\n", + "\n", + "{'original': {'id': 'tartr-D-e_e0', 'name': 'D-tartrate'},\n", + " 'new': {'id': 'cpd19018_e0', 'name': 'D-tartrate_e0'},\n", + " 'justification': 'The tartr-D-e_e0 and cpd19018_e0 distinction in iML1515 is '\n", + " 'incompatible. The tartr-D-e_e0 ID is not a ModelSEED '\n", + " 'Database ID. The tartr-D-e_e0 and cpd19018_e0 metabolites '\n", + " 'were matched via their name.'}\n", + "\n", + "\n", + "343 reactions were substituted and 13 metabolite IDs were redefined by standardize().\n", + "Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23\n" + ] + }, + { + "ename": "ContainerAlreadyContains", + "evalue": "Container '' already contains an object with name 'bio1_reverse_b18f7'.", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mContainerAlreadyContains\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [3]\u001b[0m, in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m get_ipython()\u001b[38;5;241m.\u001b[39mrun_line_magic(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mrun\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m../modelseedpy/core/minimalmediapkg.py\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m----> 2\u001b[0m compatibilized_media \u001b[38;5;241m=\u001b[39m \u001b[43mMinimalMediaPkg\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mjenga_method\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodels\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcom_model\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mprinting\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcompatibilize\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\Documents\\Argonne\\ModelSEED\\ModelSEEDpy\\modelseedpy\\core\\minimalmediapkg.py:169\u001b[0m, in \u001b[0;36mMinimalMediaPkg.jenga_method\u001b[1;34m(org_models, com_model, syntrophy, min_growth, conserved_cpds, export, printing, compatibilize)\u001b[0m\n\u001b[0;32m 166\u001b[0m logger\u001b[38;5;241m.\u001b[39mcritical(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mCodeError: The model \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mmodel\u001b[38;5;241m.\u001b[39mid\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m contains \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mduplicate_reactions\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m'\u001b[39m\n\u001b[0;32m 167\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m that compromise the model.\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[0;32m 168\u001b[0m \u001b[38;5;28mprint\u001b[39m(model\u001b[38;5;241m.\u001b[39mid)\n\u001b[1;32m--> 169\u001b[0m media[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmembers\u001b[39m\u001b[38;5;124m\"\u001b[39m][model\u001b[38;5;241m.\u001b[39mid] \u001b[38;5;241m=\u001b[39m {\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmedia\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[43mminimal_medium\u001b[49m\u001b[43m(\u001b[49m\u001b[43morg_model\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmin_growth\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mminimize_components\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mTrue\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[38;5;241m.\u001b[39mto_dict()}\n\u001b[0;32m 170\u001b[0m model\u001b[38;5;241m.\u001b[39mmedium \u001b[38;5;241m=\u001b[39m media[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmembers\u001b[39m\u001b[38;5;124m\"\u001b[39m][model\u001b[38;5;241m.\u001b[39mid][\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmedia\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[0;32m 171\u001b[0m media[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmembers\u001b[39m\u001b[38;5;124m\"\u001b[39m][model\u001b[38;5;241m.\u001b[39mid][\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolution\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m FBAHelper\u001b[38;5;241m.\u001b[39msolution_to_dict(model\u001b[38;5;241m.\u001b[39moptimize())\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\minimal_medium.py:206\u001b[0m, in \u001b[0;36mminimal_medium\u001b[1;34m(model, min_objective_value, exports, minimize_components, open_exchanges)\u001b[0m\n\u001b[0;32m 200\u001b[0m obj_const \u001b[38;5;241m=\u001b[39m mod\u001b[38;5;241m.\u001b[39mproblem\u001b[38;5;241m.\u001b[39mConstraint(\n\u001b[0;32m 201\u001b[0m mod\u001b[38;5;241m.\u001b[39mobjective\u001b[38;5;241m.\u001b[39mexpression,\n\u001b[0;32m 202\u001b[0m lb\u001b[38;5;241m=\u001b[39mmin_objective_value,\n\u001b[0;32m 203\u001b[0m name\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmedium_obj_constraint\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[0;32m 204\u001b[0m )\n\u001b[0;32m 205\u001b[0m mod\u001b[38;5;241m.\u001b[39madd_cons_vars([obj_const])\n\u001b[1;32m--> 206\u001b[0m \u001b[43mmod\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msolver\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mupdate\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 207\u001b[0m mod\u001b[38;5;241m.\u001b[39mobjective \u001b[38;5;241m=\u001b[39m Zero\n\u001b[0;32m 208\u001b[0m logger\u001b[38;5;241m.\u001b[39mdebug(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mAdding new media objective.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\optlang\\interface.py:1474\u001b[0m, in \u001b[0;36mModel.update\u001b[1;34m(self, callback)\u001b[0m\n\u001b[0;32m 1472\u001b[0m add_constr \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_pending_modifications\u001b[38;5;241m.\u001b[39madd_constr\n\u001b[0;32m 1473\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(add_constr) \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[1;32m-> 1474\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_add_constraints\u001b[49m\u001b[43m(\u001b[49m\u001b[43madd_constr\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1475\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_pending_modifications\u001b[38;5;241m.\u001b[39madd_constr \u001b[38;5;241m=\u001b[39m []\n\u001b[0;32m 1477\u001b[0m add_constr_sloppy \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_pending_modifications\u001b[38;5;241m.\u001b[39madd_constr_sloppy\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\optlang\\glpk_interface.py:761\u001b[0m, in \u001b[0;36mModel._add_constraints\u001b[1;34m(self, constraints, sloppy)\u001b[0m\n\u001b[0;32m 760\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_add_constraints\u001b[39m(\u001b[38;5;28mself\u001b[39m, constraints, sloppy\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m):\n\u001b[1;32m--> 761\u001b[0m \u001b[38;5;28;43msuper\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mModel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_add_constraints\u001b[49m\u001b[43m(\u001b[49m\u001b[43mconstraints\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msloppy\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msloppy\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 762\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m constraint \u001b[38;5;129;01min\u001b[39;00m constraints:\n\u001b[0;32m 763\u001b[0m constraint\u001b[38;5;241m.\u001b[39m_problem \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;66;03m# This needs to be done in order to not trigger constraint._get_expression()\u001b[39;00m\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\optlang\\interface.py:1577\u001b[0m, in \u001b[0;36mModel._add_constraints\u001b[1;34m(self, constraints, sloppy)\u001b[0m\n\u001b[0;32m 1575\u001b[0m missing_vars \u001b[38;5;241m=\u001b[39m [var \u001b[38;5;28;01mfor\u001b[39;00m var \u001b[38;5;129;01min\u001b[39;00m variables \u001b[38;5;28;01mif\u001b[39;00m var\u001b[38;5;241m.\u001b[39mproblem \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mself\u001b[39m]\n\u001b[0;32m 1576\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(missing_vars) \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[1;32m-> 1577\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_add_variables\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmissing_vars\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1578\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m var \u001b[38;5;129;01min\u001b[39;00m variables:\n\u001b[0;32m 1579\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\optlang\\glpk_interface.py:739\u001b[0m, in \u001b[0;36mModel._add_variables\u001b[1;34m(self, variables)\u001b[0m\n\u001b[0;32m 737\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_glpk_set_col_bounds(variable)\n\u001b[0;32m 738\u001b[0m glp_set_col_kind(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mproblem, variable\u001b[38;5;241m.\u001b[39m_index, _VTYPE_TO_GLPK_VTYPE[variable\u001b[38;5;241m.\u001b[39mtype])\n\u001b[1;32m--> 739\u001b[0m \u001b[38;5;28;43msuper\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mModel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_add_variables\u001b[49m\u001b[43m(\u001b[49m\u001b[43mvariables\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\optlang\\interface.py:1537\u001b[0m, in \u001b[0;36mModel._add_variables\u001b[1;34m(self, variables)\u001b[0m\n\u001b[0;32m 1535\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_add_variables\u001b[39m(\u001b[38;5;28mself\u001b[39m, variables):\n\u001b[0;32m 1536\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m variable \u001b[38;5;129;01min\u001b[39;00m variables:\n\u001b[1;32m-> 1537\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_variables\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mappend\u001b[49m\u001b[43m(\u001b[49m\u001b[43mvariable\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1538\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_variables_to_constraints_mapping[variable\u001b[38;5;241m.\u001b[39mname] \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mset\u001b[39m([])\n\u001b[0;32m 1539\u001b[0m variable\u001b[38;5;241m.\u001b[39mproblem \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\optlang\\container.py:172\u001b[0m, in \u001b[0;36mContainer.append\u001b[1;34m(self, value)\u001b[0m\n\u001b[0;32m 170\u001b[0m name \u001b[38;5;241m=\u001b[39m value\u001b[38;5;241m.\u001b[39mname\n\u001b[0;32m 171\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m name \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_dict:\n\u001b[1;32m--> 172\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m ContainerAlreadyContains(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mContainer \u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m already contains an object with name \u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m.\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m%\u001b[39m (\u001b[38;5;28mself\u001b[39m, value\u001b[38;5;241m.\u001b[39mname))\n\u001b[0;32m 173\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_indices[name] \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlen\u001b[39m(\u001b[38;5;28mself\u001b[39m)\n\u001b[0;32m 174\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_object_list\u001b[38;5;241m.\u001b[39mappend(value)\n", + "\u001b[1;31mContainerAlreadyContains\u001b[0m: Container '' already contains an object with name 'bio1_reverse_b18f7'." + ] + } + ], + "source": [ + "%run ../modelseedpy/core/minimalmediapkg.py\n", + "compatibilized_media = MinimalMediaPkg.jenga_method(models, com_model, printing=True, compatibilize=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "8e65650d-7d67-4671-b780-ec66bd5941ab", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "bio1: 0.010648 clpnai15_c0 + 0.010648 clpnai17_c0 + 0.010648 clpni14_c0 + 0.010648 clpni15_c0 + 0.010648 clpni16_c0 + 0.010648 clpni17_c0 + 34.7965 cpd00001_c0 + 40.1701 cpd00002_c0 + 0.004668 cpd00003_c0 + 0.004668 cpd00006_c0 + 0.004668 cpd00010_c0 + 0.004668 cpd00015_c0 + 0.004668 cpd00016_c0 + 0.004668 cpd00017_c0 + 0.25601 cpd00023_c0 + 0.004668 cpd00028_c0 + 0.004668 cpd00030_c0 + 0.5958 cpd00033_c0 + 0.004668 cpd00034_c0 + 0.50006 cpd00035_c0 + 0.2091 cpd00038_c0 + 0.33355 cpd00039_c0 + 0.23468 cpd00041_c0 + 0.28828 cpd00051_c0 + 0.12988 cpd00052_c0 + 0.25601 cpd00053_c0 + 0.2097 cpd00054_c0 + 0.004668 cpd00056_c0 + 0.14934 cpd00060_c0 + 0.14027 cpd00062_c0 + 0.004668 cpd00063_c0 + 0.055157 cpd00065_c0 + 0.18056 cpd00066_c0 + 0.13425 cpd00069_c0 + 0.08898 cpd00084_c0 + 0.004668 cpd00087_c0 + 0.004668 cpd00104_c0 + 0.43866 cpd00107_c0 + 0.023503 cpd00115_c0 + 0.092623 cpd00119_c0 + 0.21543 cpd00129_c0 + 0.23468 cpd00132_c0 + 0.004668 cpd00149_c0 + 0.4116 cpd00156_c0 + 0.24665 cpd00161_c0 + 0.004668 cpd00166_c0 + 0.004668 cpd00201_c0 + 0.004668 cpd00205_c0 + 0.004668 cpd00220_c0 + 0.023503 cpd00241_c0 + 0.004668 cpd00254_c0 + 0.004668 cpd00264_c0 + 0.28255 cpd00322_c0 + 0.004668 cpd00345_c0 + 0.023503 cpd00356_c0 + 0.023503 cpd00357_c0 + 0.004668 cpd00971_c0 + 0.092476 cpd02229_c0 + 0.004668 cpd10515_c0 + 0.004668 cpd10516_c0 + 0.004668 cpd11451_c0 + 0.004668 cpd11493_c0 + 0.010648 cpd15426_c0 + 0.010648 cpd15428_c0 + 0.010648 cpd15430_c0 + 0.004668 cpd15499_c0 + 0.010648 cpd15528_c0 + 0.010648 cpd15529_c0 + 0.010648 cpd15531_c0 + 0.010648 cpd15533_c0 + 0.010648 cpd15534_c0 + 0.010648 cpd15535_c0 + 0.010648 cpd15536_c0 + 0.010648 cpd15538_c0 + 0.010648 cpd15540_c0 + 0.010648 cpd15541_c0 + 0.092476 cpd15654_c0 + 0.004668 cps_bt_e0 + 0.01945 lps_bt_e0 + 0.004668 mql10_c0 + 0.004668 mql11_c0 + 0.004668 mql9_c0 + 0.004668 pe_cer1_bt_e0 + 0.010648 peai15_c0 + 0.010648 peai17_c0 + 0.010648 pei14_c0 + 0.010648 pei15_c0 + 0.010648 pei16_c0 + 0.010648 pei17_c0 + 0.010648 pgai17_c0 + 0.010648 pgi17_c0 + 0.004668 sphmyln_bt_e0 --> 40 cpd00008_c0 + 39.9953 cpd00009_c0 + 0.60238 cpd00012_c0 + 40 cpd00067_c0 + cpd11416_c0 + 0.004668 cpd12370_c0\n" + ] + } + ], + "source": [ + "for rxn in model1.reactions:\n", + " if \"bio\" in rxn.id:\n", + " print(rxn)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/examples/minimal_media/troubleshooting.ipynb b/examples/minimal_media/troubleshooting.ipynb new file mode 100644 index 00000000..af960201 --- /dev/null +++ b/examples/minimal_media/troubleshooting.ipynb @@ -0,0 +1,4589 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "e87be53f", + "metadata": {}, + "source": [ + "# Test the MinimalMedia method" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "25c5ae27", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\requests\\__init__.py:102: RequestsDependencyWarning: urllib3 (1.26.9) or chardet (5.0.0)/charset_normalizer (2.0.12) doesn't match a supported version!\n", + " warnings.warn(\"urllib3 ({}) or chardet ({})/charset_normalizer ({}) doesn't match a supported \"\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.8\n" + ] + } + ], + "source": [ + "from modelseedpy.fbapkg.reactionusepkg import MinimalMedia\n", + "\n", + "# define the environment path \n", + "from pprint import pprint\n", + "from json import dump\n", + "import os\n", + "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", + "os.environ[\"HOME\"] = local_cobrakbase_path\n", + "\n", + "# import the models\n", + "import cobrakbase\n", + "token = 'CKYZK6AZ5V2CT5ILYP7JAXFPW3OLT6VF'\n", + "kbase_api = cobrakbase.KBaseAPI(token)\n", + "model = kbase_api.get_from_ws(\"E_iAH991V2\",40576)\n", + "\n", + "# prevent excessive warnings\n", + "import warnings\n", + "warnings.filterwarnings(action='once')" + ] + }, + { + "cell_type": "markdown", + "id": "88cd097e", + "metadata": {}, + "source": [ + "## Test the recursive logic" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "28dc6a71", + "metadata": {}, + "outputs": [], + "source": [ + "from optlang import Variable, Constraint\n", + "from modelseedpy import FBAHelper\n", + "from optlang.symbolics import Zero\n", + "from deepdiff import DeepDiff\n", + "\n", + "def _var_to_ID(var):\n", + " rxnID = var.name\n", + " if \"_ru\" in rxnID:\n", + " rxnID = rxnID.replace(\"_ru\", \"\")\n", + " return rxnID\n", + "\n", + "def minimize_components(org_model, minimal_growth=None, printing=True):\n", + " \"\"\"minimize the quantity of metabolites that are consumed by the model\"\"\"\n", + " model = org_model.copy()\n", + " variables = {\"ru\":{}}\n", + " FBAHelper.add_minimal_objective_cons(\n", + " model, sum([rxn.flux_expression for rxn in model.reactions if \"bio\" in rxn.id]), minimal_growth)\n", + "\n", + " # define the binary variable and constraint\n", + " for ex_rxn in FBAHelper.exchange_reactions(model): # this may need to be relegated to a separate function, depending upon whether additional variables and constraints can be copied with a model \n", + " # define the variable\n", + " variables[\"ru\"][ex_rxn.id] = Variable(ex_rxn.id+\"_ru\", lb=0, ub=1, type=\"binary\")\n", + " model.add_cons_vars(variables[\"ru\"][ex_rxn.id])\n", + " # bin_flux: {rxn_bin}*1000 >= {rxn_rev_flux}\n", + " FBAHelper.create_constraint(model, Constraint(Zero, lb=0, ub=None, name=ex_rxn.id+\"_bin\"),\n", + " coef={variables[\"ru\"][ex_rxn.id]: 1000, ex_rxn.reverse_variable: -1})\n", + " print(\"to objective\", f\"{len(variables['ru'])} variables are defined\")\n", + " FBAHelper.add_objective(model, sum([var for var in variables[\"ru\"].values()]), \"min\")\n", + "\n", + " # determine each solution\n", + " solution_dicts = []\n", + " interdependencies = {}\n", + " sol = model.optimize()\n", + " sol_index = 0\n", + " while sol.status == \"optimal\" and sol_index < 100:\n", + " sol_dict = FBAHelper.solution_to_variables_dict(sol, model)\n", + " solution_dicts.append(sol_dict)\n", + " ## omit the solution from the next search\n", + " FBAHelper.create_constraint(model, Constraint(\n", + " Zero, lb=len(sol_dict)-1, ub=len(sol_dict)-1,name=ex_rxn.id + f\"_exclusion_sol{len(solution_dicts)}\"), sol_dict)\n", + " sol = model.optimize()\n", + " interdependencies[sol_index] = _examine_permutations(model, [rxn for rxn in sol_dict if \"EX_\" in rxn.name], variables, sol_dict, sol_index)\n", + " sol_index += 1\n", + "\n", + "def _knockout(org_model, exID, variables, sol_dict, sol_index):\n", + " # knockout the specified exchange\n", + "# knocked_model = org_model.copy() # !!! This model may need to be copied, and re-constrained with the previous constraints, to prevent \n", + " coef = {variables[\"ru\"][exID]: 0}\n", + " coef.update({variables[\"ru\"][_var_to_ID(exVar2)]: 1\n", + " for exVar2 in sol_dict if exID != _var_to_ID(exVar2) and \"EX_\" in exVar2.name})\n", + " FBAHelper.create_constraint(org_model, Constraint(Zero, lb=0.1, ub=None, name=f\"{exID}-sol{sol_index}\"), coef)\n", + " return org_model.optimize()\n", + "\n", + "def _examine_permutations(model, exchange_ids_to_explore, variables, sol_dict, sol_index):\n", + " interdependencies = {sol_index:{}}\n", + " for ex in exchange_ids_to_explore:\n", + " sol_dict_sans_ex = sol_dict.copy()\n", + " sol_dict_sans_ex.pop(ex)\n", + " exID = _var_to_ID(ex)\n", + " interdependencies[sol_index][exID] = []\n", + "\n", + " ## explore permutations after removing the selected variable\n", + " diff = DeepDiff(sol_dict_sans_ex, FBAHelper.solution_to_dict(\n", + " _knockout(model, exID, variables, sol_dict, sol_index)))\n", + " if diff: # the addition of new exchanges or altered exchange fluxes are detected after the removed exchange\n", + " for key, value in diff.items():\n", + " print(key, value)\n", + " if key == \"dictionary_item_added\":\n", + " new_mets = [re.search(\"(?<=\\[\\')(.+)(?=\\'\\])\", met).group() for met in value.items()]\n", + " # this dictionary should be parsed into a list of substitute metabolites and a list of functionally coupled reactions\n", + " for met in new_mets:\n", + " interdependencies[sol_index][exID].update(met)\n", + " _examine_permutations(model, exchange_ids_to_explore, variables, sol_dict, sol_index)\n", + " # coef = {variables[\"met\"][exID]: 0 for cpd in new_mets.keys()}\n", + " # coef.update({variables[\"met\"][exID]: 1 for exID in sol_dict if exID not in new_mets.keys()})\n", + " cpd_name = \"_\".join(new_mets.keys())\n", + " BaseFBAPkg.build_constraint(self, \"met\", 0.1, None, coef, f\"{cpd_name}-sol{sol_index}\")\n", + " new_sol = self.model.optimize()\n", + " if new_sol.status != \"optimal\":\n", + " return interdependencies\n", + " _examine_permutations(exID, new_sol, sol_index, sol_dict_sans_ex)\n", + " return interdependencies" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "5c664b65", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "to objective 281 variables are defined\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Temp\\ipykernel_43064\\997489651.py:69: DeprecationWarning: invalid escape sequence \\[\n", + " new_mets = [re.search(\"(?<=\\[\\')(.+)(?=\\'\\])\", met).group() for met in value.items()]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "dictionary_item_added [root['12ETHDt_c0'], root['12PPDRt_c0'], root['12PPDt_c0'], root['23PDE2_c0'], root['23PDE4_c0'], root['23PDE7_c0'], root['23PDE9_c0'], root['26DAPLLATi_c0'], root['2AMEPHPAT_c0'], root['2FUCLAC__DASH__FUCASEe_c0'], root['2MBCOATA_c0'], root['2MMALD_c0'], root['2MMALD2_c0'], root['3DSPHR_c0'], root['3FUCLAC__DASH__FUCASEe_c0'], root['3HACPR1_c0'], root['3HACPR2_c0'], root['3HAD100_c0'], root['3HAD10M11_c0'], root['3HAD10M12_c0'], root['3HAD11M12_c0'], root['3HAD120_c0'], root['3HAD121_c0'], root['3HAD12M13_c0'], root['3HAD12M14_c0'], root['3HAD13M14_c0'], root['3HAD140_c0'], root['3HAD141_c0'], root['3HAD14M15_c0'], root['3HAD14M16_c0'], 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root['EX_cpd00041_e0'], root['EX_levan1000_e0'], root['EX_cpd00028_e0'], root['EX_cpd00311_e0'], root['EX_unsdigalur_e0'], root['EX_cpd00154_e0'], root['EX_hspg_degr_4_e0'], root['EX_3fuclac_e0'], root['EX_mqn10_e0'], root['EX_cspg_c_degr_e0'], root['EX_cpd00428_e0'], root['EX_cpd10515_e0'], root['EX_hspg_degr_3_e0'], root['SK_cpd02701_c0'], root['SK_cpd11416_c0']]\n" + ] + }, + { + "ename": "TypeError", + "evalue": "'list' object is not callable", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mTypeError\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [13]\u001b[0m, in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mminimize_components\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodel\u001b[49m\u001b[43m)\u001b[49m\n", + "Input \u001b[1;32mIn [12]\u001b[0m, in \u001b[0;36mminimize_components\u001b[1;34m(org_model, minimal_growth, printing)\u001b[0m\n\u001b[0;32m 39\u001b[0m FBAHelper\u001b[38;5;241m.\u001b[39mcreate_constraint(model, Constraint(\n\u001b[0;32m 40\u001b[0m Zero, lb\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mlen\u001b[39m(sol_dict)\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m, ub\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mlen\u001b[39m(sol_dict)\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m,name\u001b[38;5;241m=\u001b[39mex_rxn\u001b[38;5;241m.\u001b[39mid \u001b[38;5;241m+\u001b[39m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m_exclusion_sol\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mlen\u001b[39m(solution_dicts)\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m), sol_dict)\n\u001b[0;32m 41\u001b[0m sol \u001b[38;5;241m=\u001b[39m model\u001b[38;5;241m.\u001b[39moptimize()\n\u001b[1;32m---> 42\u001b[0m interdependencies[sol_index] \u001b[38;5;241m=\u001b[39m \u001b[43m_examine_permutations\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43m[\u001b[49m\u001b[43mrxn\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mfor\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mrxn\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01min\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43msol_dict\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mif\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mEX_\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01min\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mrxn\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mname\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvariables\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msol_dict\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msol_index\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 43\u001b[0m sol_index \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1\u001b[39m\n", + "Input \u001b[1;32mIn [12]\u001b[0m, in \u001b[0;36m_examine_permutations\u001b[1;34m(model, exchange_ids_to_explore, variables, sol_dict, sol_index)\u001b[0m\n\u001b[0;32m 67\u001b[0m \u001b[38;5;28mprint\u001b[39m(key, value)\n\u001b[0;32m 68\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m key \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdictionary_item_added\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[1;32m---> 69\u001b[0m new_mets \u001b[38;5;241m=\u001b[39m [re\u001b[38;5;241m.\u001b[39msearch(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m(?<=\u001b[39m\u001b[38;5;124m\\\u001b[39m\u001b[38;5;124m[\u001b[39m\u001b[38;5;130;01m\\'\u001b[39;00m\u001b[38;5;124m)(.+)(?=\u001b[39m\u001b[38;5;130;01m\\'\u001b[39;00m\u001b[38;5;124m\\\u001b[39m\u001b[38;5;124m])\u001b[39m\u001b[38;5;124m\"\u001b[39m, met)\u001b[38;5;241m.\u001b[39mgroup() \u001b[38;5;28;01mfor\u001b[39;00m met \u001b[38;5;129;01min\u001b[39;00m \u001b[43mvalue\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mitems\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m]\n\u001b[0;32m 70\u001b[0m \u001b[38;5;66;03m# this dictionary should be parsed into a list of substitute metabolites and a list of functionally coupled reactions\u001b[39;00m\n\u001b[0;32m 71\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m met \u001b[38;5;129;01min\u001b[39;00m new_mets:\n", + "\u001b[1;31mTypeError\u001b[0m: 'list' object is not callable" + ] + } + ], + "source": [ + "minimize_components(model)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "71a3634d", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'solution_dicts' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0msolution_dicts\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;31mNameError\u001b[0m: name 'solution_dicts' is not defined" + ] + } + ], + "source": [ + "solution_dicts" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "cfa957b0", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "first Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23\n", + "Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23\n", + "Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23\n", + "min_growth: 0.1 <= 1.0*bio1 - 1.0*bio1_reverse_b18f7\n" + ] + } + ], + "source": [ + "from optlang import Variable, Constraint\n", + "from modelseedpy.core.fbahelper import FBAHelper\n", + "from optlang.symbolics import Zero\n", + "\n", + "def _load_model(org_model, var_types=None):\n", + " print(\"first\", org_model.id)\n", + " model = org_model.copy()\n", + " print(model.id)\n", + " var_types = var_types or [\"ru\"]\n", + " variables = {var_type:{} for var_type in var_types}\n", + " return model, variables\n", + "\n", + "def _add_constraint(model, constraint, coef=None):\n", + " model.add_cons_vars(constraint)\n", + " if coef:\n", + " constraint.set_linear_coefficients(coef)\n", + " print(constraint)\n", + " model.solver.update()\n", + "\n", + "def minimize_components(org_model):\n", + " \"\"\"minimize the quantity of metabolites that are consumed by the model\"\"\"\n", + " model, variables = _load_model(org_model)\n", + " print(model.id)\n", + " # add a constraint of minimal growth\n", + " _add_constraint(model, Constraint(sum([rxn.flux_expression for rxn in model.reactions if \"bio\" in rxn.id]),\n", + " lb=0.1, ub=None, name=\"min_growth\"))\n", + "\n", + " # define the binary variable and constraint\n", + " for ex_rxn in FBAHelper.exchange_reactions(model):\n", + " # define the variable\n", + " variables[\"ru\"][ex_rxn.id] = Variable(ex_rxn.id+\"_ru\", lb=0, ub=1, type=\"binary\")\n", + " model.add_cons_vars(variables[\"ru\"][ex_rxn.id])\n", + " \n", + " # bin_flux: {rxn_bin}*1000 >= {rxn_rev_flux}\n", + " # _add_constraint(model, Constraint(Zero, lb=0, ub=None, name=ex_rxn.id+\"_bin\"),\n", + " # coef={variables[\"ru\"][ex_rxn.id]: 1000, ex_rxn.reverse_variable: -1})\n", + " # print(\"to objective\")\n", + " # FBAHelper.add_objective(model, sum([var for var in variables[\"ru\"].values()]), \"min\")\n", + " \n", + "minimize_components(model)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "01ce3946", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bb24e0c0", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "e3bb91fd", + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:554: UserWarning: Solver status is 'infeasible'.\n", + " warn(f\"Solver status is '{status}'.\", UserWarning)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[0 <= EX_hspg_degr_6_e0 <= 1000, 0 <= EX_hspg_degr_5_e0 <= 1000, 0 <= EX_cpd00428_e0 <= 1000, 0 <= EX_core2_e0 <= 1000, 0 <= EX_leugly_e0 <= 1000, 0 <= EX_cpd00143_e0 <= 1000, 0 <= EX_s2l2n2m2m_e0 <= 1000, 0 <= EX_cpd00035_e0 <= 1000, 0 <= EX_lacnnttr_e0 <= 1000, 0 <= EX_cpd00029_e0 <= 1000, 0 <= EX_ha_e0 <= 1000, 0 <= EX_cpd00832_e0 <= 1000, 0 <= EX_cpd00082_e0 <= 1000, 0 <= EX_arabttr_e0 <= 1000, 0 <= EX_cpd00184_e0 <= 1000, 0 <= EX_3fuclac_e0 <= 1000, 0 <= EX_chtbs_e0 <= 1000, 0 <= EX_starch1200_e0 <= 1000, 0 <= EX_cpd00084_e0 <= 1000, 0 <= EX_cpd00039_e0 <= 1000, 0 <= EX_idour_e0 <= 1000, 0 <= EX_cspg_c_rest_e0 <= 1000, 0 <= EX_cpd00382_e0 <= 1000, 0 <= EX_cpd00281_e0 <= 1000, 0 <= EX_cpd00249_e0 <= 1000, 0 <= EX_metala_e0 <= 1000, 0 <= EX_amannan140_e0 <= 1000, 0 <= EX_cpd00154_e0 <= 1000, 0 <= EX_cpd01329_e0 <= 1000, 0 <= EX_cpd03105_e0 <= 1000, 0 <= EX_cpd00208_e0 <= 1000, 0 <= EX_cpd00971_e0 <= 1000, 0 <= EX_alathr_e0 <= 1000, 0 <= EX_cpd00054_e0 <= 1000, 0 <= EX_hspg_degr_9_e0 <= 1000, 0 <= EX_cpd00107_e0 <= 1000, 0 <= EX_neulacnttr_e0 <= 1000, 0 <= EX_cpd10516_e0 <= 1000, 0 <= EX_cpd00280_e0 <= 1000, 0 <= EX_cpd00092_e0 <= 1000, 0 <= EX_cpd00098_e0 <= 1000, 0 <= EX_12ethd_e0 <= 1000, 0 <= EX_2omxyl_e0 <= 1000, 0 <= EX_ha_pre1_e0 <= 1000, 0 <= EX_alaglu_e0 <= 1000, 0 <= EX_Ser_Thr_e0 <= 1000, 0 <= EX_mantr_e0 <= 1000, 0 <= EX_cpd15605_e0 <= 1000, 0 <= EX_cpd00731_e0 <= 1000, 0 <= EX_cpd00063_e0 <= 1000, 0 <= EX_hspg_degr_13_e0 <= 1000, 0 <= EX_gncore1_e0 <= 1000, 0 <= EX_levantttr_e0 <= 1000, 0 <= EX_cpd00153_e0 <= 1000, 0 <= EX_alaasp_e0 <= 1000, 0 <= EX_cpd15495_e0 <= 1000, 0 <= EX_cpd00034_e0 <= 1000, 0 <= EX_cpd00311_e0 <= 1000, 0 <= EX_cpd00220_e0 <= 1000, 0 <= EX_amylose300_e0 <= 1000, 0 <= EX_acgalglcur_e0 <= 1000, 0 <= EX_cpd15551_e0 <= 1000, 0 <= EX_cpd00011_e0 <= 1000, 0 <= EX_cpd00161_e0 <= 1000, 0 <= EX_f1a_e0 <= 1000, 0 <= EX_lmn2_e0 <= 1000, 0 <= EX_stys_e0 <= 1000, 0 <= EX_plac_e0 <= 1000, 0 <= EX_pe_cer1_bt_e0 <= 1000, 0 <= EX_phppa_e0 <= 1000, 0 <= EX_cpd00030_e0 <= 1000, 0 <= EX_Tn_antigen_e0 <= 1000, 0 <= EX_cpd05228_e0 <= 1000, 0 <= EX_cpd00156_e0 <= 1000, 0 <= EX_7ocholate_e0 <= 1000, 0 <= EX_isobut_e0 <= 1000, 0 <= EX_cpd11584_e0 <= 1000, 0 <= EX_cpd00159_e0 <= 1000, 0 <= EX_fucneulacnhx_e0 <= 1000, 0 <= EX_cpd00305_e0 <= 1000, 0 <= EX_argarg_e0 <= 1000, 0 <= EX_cpd00013_e0 <= 1000, 0 <= EX_core8_e0 <= 1000, 0 <= EX_glyasn_e0 <= 1000, 0 <= EX_cpd00099_e0 <= 1000, 0 <= EX_n2m2mn_e0 <= 1000, 0 <= EX_ha_deg1_e0 <= 1000, 0 <= EX_oligofru4_e0 <= 1000, 0 <= EX_levanttr_e0 <= 1000, 0 <= EX_pect_e0 <= 1000, 0 <= EX_cpd00141_e0 <= 1000, 0 <= EX_cpd00036_e0 <= 1000, 0 <= EX_gncore2_e0 <= 1000, 0 <= EX_cpd03047_e0 <= 1000, 0 <= EX_cpd00232_e0 <= 1000, 0 <= EX_s2l2fn2m2masn_e0 <= 1000, 0 <= EX_cpd00149_e0 <= 1000, 0 <= EX_cpd08305_e0 <= 1000, 0 <= EX_cspg_a_degr_e0 <= 1000, 0 <= EX_cpd00412_e0 <= 1000, 0 <= EX_cpd00104_e0 <= 1000, 0 <= EX_hspg_degr_11_e0 <= 1000, 0 <= EX_cpd15606_e0 <= 1000, 0 <= EX_cpd00041_e0 <= 1000, 0 <= EX_galam_e0 <= 1000, 0 <= EX_glycogen1500_e0 <= 1000, 0 <= EX_dsT_antigen_e0 <= 1000, 0 <= EX_cpd00703_e0 <= 1000, 0 <= EX_hspg_degr_1_e0 <= 1000, 0 <= EX_hspg_degr_3_e0 <= 1000, 0 <= EX_cpd00023_e0 <= 1000, 0 <= EX_cpd00118_e0 <= 1000, 0 <= EX_glyglu_e0 <= 1000, 0 <= EX_hspg_rest_e0 <= 1000, 0 <= EX_cpd00367_e0 <= 1000, 0 <= EX_cpd01399_e0 <= 1000, 0 <= EX_pecticgal_e0 <= 1000, 0 <= EX_mbenz_e0 <= 1000, 0 <= EX_cpd00794_e0 <= 1000, 0 <= EX_manttr_e0 <= 1000, 0 <= EX_cpd03198_e0 <= 1000, 0 <= EX_cpd00224_e0 <= 1000, 0 <= EX_3ddlhept_e0 <= 1000, 0 <= EX_cpd00076_e0 <= 1000, 0 <= EX_glypro_e0 <= 1000, 0 <= EX_cpd11658_e0 <= 1000, 0 <= EX_cpd00027_e0 <= 1000, 0 <= EX_isocapr_e0 <= 1000, 0 <= EX_cpd00048_e0 <= 1000, 0 <= EX_cpd00393_e0 <= 1000, 0 <= EX_cpd00058_e0 <= 1000, 0 <= EX_core4_e0 <= 1000, 0 <= EX_cpd00210_e0 <= 1000, 0 <= EX_hspg_degr_8_e0 <= 1000, 0 <= EX_cpd01017_e0 <= 1000, 0 <= EX_gchola_e0 <= 1000, 0 <= EX_cpd00309_e0 <= 1000, 0 <= EX_m2mn_e0 <= 1000, 0 <= EX_cpd00106_e0 <= 1000, 0 <= EX_cpd00047_e0 <= 1000, 0 <= EX_cpd00136_e0 <= 1000, 0 <= EX_cpd00246_e0 <= 1000, 0 <= EX_cpd00028_e0 <= 1000, 0 <= EX_lps_bt_e0 <= 1000, 0 <= EX_cpd00322_e0 <= 1000, 0 <= EX_cpd00751_e0 <= 1000, 0 <= EX_cspg_c_e0 <= 1000, 0 <= EX_manpt_e0 <= 1000, 0 <= EX_cpd00007_e0 <= 1000, 0 <= EX_cspg_b_e0 <= 1000, 0 <= EX_cpd00001_e0 <= 1000, 0 <= EX_cpd00182_e0 <= 1000, 0 <= EX_cpd00635_e0 <= 1000, 0 <= EX_lacdfucttr_e0 <= 1000, 0 <= EX_cpd00122_e0 <= 1000, 0 <= EX_cpd00264_e0 <= 1000, 0 <= EX_core6_e0 <= 1000, 0 <= EX_cpd00276_e0 <= 1000, 0 <= EX_cpd00453_e0 <= 1000, 0 <= EX_cpd11591_e0 <= 1000, 0 <= EX_cpd00205_e0 <= 1000, 0 <= EX_kestottr_e0 <= 1000, 0 <= EX_cpd00396_e0 <= 1000, 0 <= EX_lacnttr_e0 <= 1000, 0 <= EX_glyasp_e0 <= 1000, 0 <= EX_mqn10_e0 <= 1000, 0 <= EX_cpd00263_e0 <= 1000, 0 <= EX_cpd00254_e0 <= 1000, 0 <= EX_cpd00108_e0 <= 1000, 0 <= EX_cpd00064_e0 <= 1000, 0 <= EX_s2l2n2m2mn_e0 <= 1000, 0 <= EX_cpd01861_e0 <= 1000, 0 <= EX_cpd00489_e0 <= 1000, 0 <= EX_cpd15836_e0 <= 1000, 0 <= EX_hspg_degr_15_e0 <= 1000, 0 <= EX_lacnfucpt_e0 <= 1000, 0 <= EX_core3_e0 <= 1000, 0 <= EX_cpd04097_e0 <= 1000, 0 <= EX_sT_antigen_e0 <= 1000, 0 <= EX_s2l2n2m2masn_e0 <= 1000, 0 <= EX_cpd11602_e0 <= 1000, 0 <= EX_cpd00065_e0 <= 1000, 0 <= EX_cpd00654_e0 <= 1000, 0 <= EX_core7_e0 <= 1000, 0 <= EX_rhamnogalurI_e0 <= 1000, 0 <= EX_cpd01391_e0 <= 1000, 0 <= EX_cpd00069_e0 <= 1000, 0 <= EX_leuleu_e0 <= 1000, 0 <= EX_cpd00129_e0 <= 1000, 0 <= EX_arabinan101_e0 <= 1000, 0 <= EX_cpd03725_e0 <= 1000, 0 <= EX_cpd00875_e0 <= 1000, 0 <= EX_cpd00116_e0 <= 1000, 0 <= EX_cpd00138_e0 <= 1000, 0 <= EX_mqn9_e0 <= 1000, 0 <= EX_cpd15500_e0 <= 1000, 0 <= EX_cpd00363_e0 <= 1000, 0 <= EX_homogal_e0 <= 1000, 0 <= EX_hspg_degr_14_e0 <= 1000, 0 <= EX_cpd15604_e0 <= 1000, 0 <= EX_kestopt_e0 <= 1000, 0 <= EX_levan1000_e0 <= 1000, 0 <= EX_cpd00073_e0 <= 1000, 0 <= EX_cpd00105_e0 <= 1000, 0 <= EX_arabinogal_e0 <= 1000, 0 <= EX_cpd00355_e0 <= 1000, 0 <= EX_cpd15494_e0 <= 1000, 0 <= EX_cpd00179_e0 <= 1000, 0 <= EX_cpd03279_e0 <= 1000, 0 <= EX_hspg_degr_7_e0 <= 1000, 0 <= EX_strch2_e0 <= 1000, 0 <= EX_cpd00531_e0 <= 1000, 0 <= EX_cpd00066_e0 <= 1000, 0 <= EX_mqn11_e0 <= 1000, 0 <= EX_cpd11640_e0 <= 1000, 0 <= EX_cpd01262_e0 <= 1000, 0 <= EX_cpd00060_e0 <= 1000, 0 <= EX_alagly_e0 <= 1000, 0 <= EX_cspg_a_e0 <= 1000, 0 <= EX_lmn30_e0 <= 1000, 0 <= EX_apio_D_e0 <= 1000, 0 <= EX_cpd00009_e0 <= 1000, 0 <= EX_cpd00020_e0 <= 1000, 0 <= EX_hspg_degr_12_e0 <= 1000, 0 <= EX_cpd00053_e0 <= 1000, 0 <= EX_l2n2m2mn_e0 <= 1000, 0 <= EX_hspg_degr_4_e0 <= 1000, 0 <= EX_cpd00644_e0 <= 1000, 0 <= EX_cspg_b_degr_e0 <= 1000, 0 <= EX_cpd00166_e0 <= 1000, 0 <= EX_cpd00117_e0 <= 1000, 0 <= EX_cpd00221_e0 <= 1000, 0 <= EX_acgalidour_e0 <= 1000, 0 <= EX_cpd11606_e0 <= 1000, 0 <= EX_indlac_e0 <= 1000, 0 <= EX_cpd00033_e0 <= 1000, 0 <= EX_cpd00051_e0 <= 1000, 0 <= EX_cpd00277_e0 <= 1000, 0 <= EX_hspg_degr_2_e0 <= 1000, 0 <= EX_isoval_e0 <= 1000, 0 <= EX_pullulan1200_e0 <= 1000, 0 <= EX_acerA_e0 <= 1000, 0 <= EX_cpd00075_e0 <= 1000, 0 <= EX_cpd00430_e0 <= 1000, 0 <= EX_hspg_degr_10_e0 <= 1000, 0 <= EX_kesto_e0 <= 1000, 0 <= EX_2fuclac_e0 <= 1000, 0 <= EX_cspg_c_degr_e0 <= 1000, 0 <= EX_cpd00438_e0 <= 1000, 0 <= EX_cpd01012_e0 <= 1000, 0 <= EX_rhamnogalurII_e0 <= 1000, 0 <= EX_strch1_e0 <= 1000, 0 <= EX_mn_e0 <= 1000, 0 <= EX_unsdigalur_e0 <= 1000, 0 <= EX_cpd10515_e0 <= 1000, 0 <= EX_cpd00239_e0 <= 1000, 0 <= EX_cpd00132_e0 <= 1000, 0 <= EX_hspg_e0 <= 1000, 0 <= EX_cpd00218_e0 <= 1000, 0 <= EX_sphmyln_bt_e0 <= 1000, 0 <= EX_cspg_ab_rest_e0 <= 1000, 0 <= EX_acgalidour2s_e0 <= 1000, 0 <= EX_core5_e0 <= 1000, 0 <= EX_cpd11583_e0 <= 1000, 0 <= EX_cpd11580_e0 <= 1000, 0 <= EX_cpd00164_e0 <= 1000, 0 <= EX_cpd00137_e0 <= 1000, 0 <= EX_manb_e0 <= 1000, 0 <= EX_cpd00119_e0 <= 1000, 0 <= EX_cps_bt_e0 <= 1000, 0 <= EX_2omfuc_e0 <= 1000, 0 <= EX_sTn_antigen_e0 <= 1000, 0 <= EX_cpd11587_e0 <= 1000, 0 <= EX_phearg_e0 <= 1000, 0 <= EX_T_antigen_e0 <= 1000, 0 <= EX_levanb_e0 <= 1000, 0 <= EX_dt5hsu_e0 <= 1000, 0 <= EX_cpd00067_e0 <= 1000, 0 <= EX_cpd00540_e0 <= 1000, 0 <= EX_lacndfuchx_e0 <= 1000, 0 <= EX_gam26s_e0 <= 1000]\n" + ] + }, + { + "ename": "KeyError", + "evalue": "'EX_hspg_degr_6'", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mKeyError\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [16]\u001b[0m, in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m get_ipython()\u001b[38;5;241m.\u001b[39mrun_line_magic(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mrun\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m../../modelseedpy/modelseedpy/core/minimalmediapkg.py\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m----> 2\u001b[0m \u001b[43mMinimalMediaPkg\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mminimize_components\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodel\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\minimalmediapkg.py:98\u001b[0m, in \u001b[0;36mMinimalMediaPkg.minimize_components\u001b[1;34m(org_model)\u001b[0m\n\u001b[0;32m 96\u001b[0m sol_exchanges \u001b[38;5;241m=\u001b[39m [rxn \u001b[38;5;28;01mfor\u001b[39;00m rxn \u001b[38;5;129;01min\u001b[39;00m sol_dict \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEX_\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01min\u001b[39;00m rxn\u001b[38;5;241m.\u001b[39mname]\n\u001b[0;32m 97\u001b[0m \u001b[38;5;28mprint\u001b[39m(sol_exchanges)\n\u001b[1;32m---> 98\u001b[0m interdependencies[sol_index] \u001b[38;5;241m=\u001b[39m \u001b[43mMinimalMediaPkg\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_examine_permutations\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msol_exchanges\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvariables\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msol_dict\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msol_index\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\minimalmediapkg.py:111\u001b[0m, in \u001b[0;36mMinimalMediaPkg._examine_permutations\u001b[1;34m(model, exchange_ids_to_explore, variables, sol_dict, sol_index)\u001b[0m\n\u001b[0;32m 108\u001b[0m interdependencies \u001b[38;5;241m=\u001b[39m {}\n\u001b[0;32m 109\u001b[0m \u001b[38;5;66;03m## explore permutations after removing the selected variable\u001b[39;00m\n\u001b[0;32m 110\u001b[0m diff \u001b[38;5;241m=\u001b[39m DeepDiff(sol_dict_sans_ex,\n\u001b[1;32m--> 111\u001b[0m FBAHelper\u001b[38;5;241m.\u001b[39msolution_to_dict(\u001b[43mMinimalMediaPkg\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_knockout\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodel\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mexID\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mvariables\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msol_dict\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msol_index\u001b[49m\u001b[43m)\u001b[49m))\n\u001b[0;32m 112\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m diff: \u001b[38;5;66;03m# the addition of new exchanges or altered exchange fluxes are detected after the removed exchange\u001b[39;00m\n\u001b[0;32m 113\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m key, value \u001b[38;5;129;01min\u001b[39;00m diff\u001b[38;5;241m.\u001b[39mitems():\n", + "File \u001b[1;32m~\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\core\\minimalmediapkg.py:55\u001b[0m, in \u001b[0;36mMinimalMediaPkg._knockout\u001b[1;34m(org_model, exVar, variables, sol_dict, sol_index)\u001b[0m\n\u001b[0;32m 53\u001b[0m knocked_model \u001b[38;5;241m=\u001b[39m org_model\u001b[38;5;241m.\u001b[39mcopy()\n\u001b[0;32m 54\u001b[0m exID \u001b[38;5;241m=\u001b[39m MinimalMediaPkg\u001b[38;5;241m.\u001b[39m_varName_to_ID(exVar\u001b[38;5;241m.\u001b[39mname)\n\u001b[1;32m---> 55\u001b[0m coef \u001b[38;5;241m=\u001b[39m {\u001b[43mvariables\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mru\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m[\u001b[49m\u001b[43mexID\u001b[49m\u001b[43m]\u001b[49m: \u001b[38;5;241m0\u001b[39m}\n\u001b[0;32m 56\u001b[0m coef\u001b[38;5;241m.\u001b[39mupdate({variables[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mru\u001b[39m\u001b[38;5;124m\"\u001b[39m][MinimalMediaPkg\u001b[38;5;241m.\u001b[39m_varName_to_ID(exVar2\u001b[38;5;241m.\u001b[39mname)]: \u001b[38;5;241m1\u001b[39m\n\u001b[0;32m 57\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m exVar2 \u001b[38;5;129;01min\u001b[39;00m sol_dict \u001b[38;5;28;01mif\u001b[39;00m exVar \u001b[38;5;241m!=\u001b[39m exVar2 \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEX_\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01min\u001b[39;00m exVar2\u001b[38;5;241m.\u001b[39mname})\n\u001b[0;32m 58\u001b[0m MinimalMediaPkg\u001b[38;5;241m.\u001b[39m_add_constraint(knocked_model, Constraint(Zero, lb\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0.1\u001b[39m, ub\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, name\u001b[38;5;241m=\u001b[39m\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mexVar\u001b[38;5;241m.\u001b[39mname\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m-sol\u001b[39m\u001b[38;5;132;01m{\u001b[39;00msol_index\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m), coef)\n", + "\u001b[1;31mKeyError\u001b[0m: 'EX_hspg_degr_6'" + ] + } + ], + "source": [ + "%run ../../modelseedpy/modelseedpy/core/minimalmediapkg.py\n", + "MinimalMediaPkg.minimize_components(model)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ae614f77", + "metadata": {}, + "outputs": [], + "source": [ + "from optlang.symbolics import Zero\n", + "from modelseedpy import FBAHelper\n", + "\n", + "# add a constraint of minimal growth\n", + "cons = model.problem.Constraint(sum([rxn.flux_expression for rxn in model.reactions if \"bio\" in rxn.id]), lb=0.1, ub=None, name=\"min_growth\")\n", + "model.add_cons_vars(cons)\n", + "model.solver.update()\n", + "\n", + "# define the exchange variables and constraints\n", + "variables = {}\n", + "for ex_rxn in FBAHelper.exchange_reactions(model):\n", + " if ex_rxn.lower_bound >= 0:\n", + " print(ex_rxn.bounds)\n", + " \n", + " variables[ex_rxn.id] = model.problem.Variable(ex_rxn.id+\"_bin\", lb=0, ub=1, type=\"binary\")\n", + " model.add_cons_vars(variables[ex_rxn.id])\n", + " \n", + " # bin_flux: {rxn_bin}*1000 >= {rxn_rev_flux}\n", + " cons = model.problem.Constraint(Zero, lb=0, ub=None, name=ex_rxn.id+\"_bin\")\n", + " model.add_cons_vars(cons)\n", + " cons.set_linear_coefficients({variables[ex_rxn.id]:1000, ex_rxn.reverse_variable:-1})\n", + " model.solver.update()\n", + "FBAHelper.add_objective(model, sum([var for var in variables.values()]), \"min\")\n", + "\n", + "solutions = []\n", + "sol = model.optimize()\n", + "while sol.status == \"optimal\":\n", + " solutions.append(sol)\n", + " sol_dict = FBAHelper.solution_to_variables_dict(sol, model)\n", + " \n", + " ## omit the solution from the next search\n", + " cons = model.problem.Constraint(Zero, lb=len(sol_dict)-1, ub=len(sol_dict)-1, name=ex_rxn.id+f\"_exclusion_sol{len(solutions)}\")\n", + " model.add_cons_vars(cons)\n", + " model.solver.update()\n", + " cons.set_linear_coefficients(sol_dict)\n", + " \n", + " sol = model.optimize()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "178e2380", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "0f0f739c", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1530\n", + "12ETHDt_c0 -0.0018671999998142452\n", + "12PPDRt_c0 0.0\n", + 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"EX_alagly_e0 -0.0\n", + "EX_m2mn_e0 -0.0\n", + "EX_cpd15604_e0 -1.665334536937738e-16\n", + "EX_T_antigen_e0 -0.0\n", + "EX_core4_e0 -0.0\n", + "EX_cpd15500_e0 1.1368683772161603e-13\n", + "EX_cpd00122_e0 -0.0\n", + "EX_cpd00129_e0 -0.0\n", + "EX_hspg_degr_5_e0 -0.0\n", + "EX_cpd00073_e0 -0.0\n", + "EX_acgalglcur_e0 -0.0\n", + "EX_cspg_a_e0 -0.0\n", + "EX_cpd00107_e0 3.6262590152880136e-12\n", + "EX_cpd00064_e0 -0.0\n", + "EX_arabttr_e0 -0.0\n", + "EX_sT_antigen_e0 -0.0\n", + "EX_dt5hsu_e0 -0.0\n", + "EX_lacdfucttr_e0 -0.0\n", + "EX_cpd00412_e0 -0.0\n", + "EX_hspg_degr_2_e0 -0.0\n", + "EX_cpd00020_e0 -0.0\n", + "EX_cpd01861_e0 -0.0\n", + "EX_amylose300_e0 -0.0\n", + "EX_cpd00322_e0 -0.0\n", + "EX_cpd00137_e0 -0.0\n", + "EX_cpd00132_e0 -0.0\n", + "EX_cpd00099_e0 -0.0\n", + "EX_cpd11606_e0 -0.0\n", + "EX_mn_e0 -0.0\n", + "EX_cpd00011_e0 1000.0\n", + "EX_cpd00143_e0 -0.0\n", + "EX_strch2_e0 -0.0\n", + "EX_cpd00540_e0 -0.0\n", + "EX_cpd00208_e0 -0.0\n", + "EX_cpd00149_e0 -0.0004668000000265238\n", + "EX_cpd05228_e0 -0.0\n", + "EX_hspg_degr_1_e0 -0.0\n", + "EX_hspg_degr_15_e0 -0.0\n", + "EX_s2l2n2m2mn_e0 -0.0\n", + "EX_amannan140_e0 -0.0\n", + "EX_cspg_c_rest_e0 -0.0\n", + "EX_hspg_rest_e0 -0.0\n", + "EX_cpd00396_e0 -0.0\n", + "EX_cpd00382_e0 -0.0\n", + "EX_lmn2_e0 -0.0\n", + "EX_hspg_degr_13_e0 -0.0\n", + "EX_leugly_e0 -0.0\n", + "EX_s2l2n2m2m_e0 -0.0\n", + "EX_metala_e0 -0.0\n", + "EX_cpd00007_e0 -1000.0\n", + "EX_cspg_ab_rest_e0 -0.0\n", + "EX_alaasp_e0 -0.0\n", + "EX_cpd11658_e0 -0.0\n", + "EX_cpd01017_e0 -463.40539898282435\n", + "EX_cpd11640_e0 -0.0\n", + "EX_cpd00041_e0 -0.0\n", + "EX_cpd00280_e0 -0.0\n", + "EX_cpd11584_e0 -0.0\n", + "EX_cpd00034_e0 -0.0004668000000265238\n", + "EX_cps_bt_e0 -0.0\n", + "EX_l2n2m2mn_e0 -0.0\n", + "EX_neulacnttr_e0 -0.0\n", + "EX_cpd00105_e0 -0.0\n", + "EX_ha_pre1_e0 -0.0\n", + "EX_argarg_e0 -0.0\n", + "EX_cpd00051_e0 -3.674850860534614e-14\n", + "EX_hspg_degr_14_e0 -0.0\n", + "EX_strch1_e0 -0.0\n", + "EX_gchola_e0 -0.0\n", + "EX_levanb_e0 -0.0\n", + "EX_cpd00489_e0 -0.0\n", + "EX_cpd00141_e0 -0.0\n", + "EX_mantr_e0 -0.0\n", + "EX_2fuclac_e0 -0.0\n", + "EX_manb_e0 -0.0\n", + "EX_cpd03279_e0 -0.0\n", + "EX_cpd10515_e0 -0.0009336000000000001\n", + "EX_acgalidour_e0 -0.0\n", + "EX_cpd00311_e0 -0.0\n", + "EX_lps_bt_e0 -0.0\n", + "EX_cpd00033_e0 96.68783651658009\n", + "EX_cpd03725_e0 -0.0\n", + "EX_cpd00030_e0 -0.0004668000000265238\n", + "EX_dsT_antigen_e0 -0.0\n", + "EX_cpd00106_e0 -0.0\n", + "EX_cpd00076_e0 -0.0\n", + "EX_cpd00067_e0 113.84222091044023\n", + "EX_oligofru4_e0 -0.0\n", + "EX_cpd00875_e0 -0.0\n", + "EX_Ser_Thr_e0 -6.252776074688882e-13\n", + "EX_acerA_e0 -0.0\n", + "EX_cpd00065_e0 -0.0\n", + "EX_s2l2n2m2masn_e0 -0.0\n", + "EX_cpd00794_e0 -0.0\n", + "EX_cpd01012_e0 -0.0\n", + "EX_cspg_b_e0 -0.0\n", + "EX_core8_e0 -0.0\n", + "EX_cpd00156_e0 -9.357098429418897e-14\n", + "EX_cpd03198_e0 -0.0\n", + "EX_cspg_c_degr_e0 -0.0\n", + "EX_cspg_c_e0 -0.0\n", + "EX_homogal_e0 -0.0\n", + "EX_cpd00066_e0 -0.0\n", + "EX_acgalidour2s_e0 -0.0\n", + "EX_cpd03105_e0 -0.0\n", + "EX_glyasp_e0 -0.0\n", + "EX_lacnttr_e0 -0.0\n", + "EX_cpd00184_e0 -0.0\n", + "EX_mqn9_e0 -0.0\n", + "EX_chtbs_e0 -0.0\n", + "EX_hspg_degr_3_e0 -0.0\n", + "EX_cpd00001_e0 -5.684341886080802e-14\n", + "EX_cpd01329_e0 -0.0\n", + "EX_hspg_degr_8_e0 -0.0\n", + "EX_cpd00069_e0 -0.0\n", + "EX_cpd11587_e0 -0.0\n", + "EX_cpd00092_e0 -0.0\n", + "EX_cpd00971_e0 -0.0004668000001402106\n", + "EX_cpd00035_e0 -2.6716406864579767e-12\n", + "EX_cpd00832_e0 -0.0\n", + "EX_alathr_e0 -0.0\n", + "EX_starch1200_e0 -0.0\n", + "EX_core7_e0 -0.0\n", + "EX_cpd00138_e0 -0.0\n", + "EX_cpd00249_e0 -0.0\n", + "EX_arabinan101_e0 -0.0\n", + "EX_pullulan1200_e0 -0.0\n", + "EX_cpd08305_e0 -0.0\n", + "EX_cpd00224_e0 -0.0\n", + "EX_phearg_e0 -0.0\n", + "EX_gncore2_e0 -0.0\n", + "EX_cpd00028_e0 -0.0004668000000265238\n", + "EX_cpd00263_e0 -0.0\n", + "EX_levanttr_e0 -0.0\n", + "EX_cpd00104_e0 -0.0\n", + "EX_cpd00246_e0 -0.0\n", + "EX_kestottr_e0 -0.0\n", + "EX_cpd00154_e0 -0.0\n", + "EX_cpd00277_e0 -0.0\n", + "EX_lacndfuchx_e0 -0.0\n", + "EX_3fuclac_e0 -0.0\n", + "EX_cpd00531_e0 -0.0\n", + "EX_cpd00428_e0 -0.0\n", + "EX_cpd00075_e0 141.05261354539797\n", + "EX_core5_e0 -0.0\n", + "EX_cpd00179_e0 -0.0\n", + "EX_cpd00220_e0 -0.0\n", + "EX_hspg_degr_12_e0 -0.0\n", + "EX_cpd01262_e0 -0.0\n", + "EX_cpd00218_e0 -0.0\n", + "EX_rhamnogalurI_e0 -0.0\n", + "EX_apio_D_e0 -0.0\n", + "EX_cpd00635_e0 -0.0\n", + "EX_cpd03047_e0 -9.102377529998796e-13\n", + "EX_kestopt_e0 -0.0\n", + "EX_lmn30_e0 -0.0\n", + "EX_manpt_e0 -0.0\n", + "EX_cpd00136_e0 -0.0\n", + "EX_hspg_degr_11_e0 -0.0\n", + "EX_glycogen1500_e0 -0.0\n", + "EX_cpd00063_e0 -0.0004668000000265238\n", + "EX_cpd15606_e0 -0.0\n", + "EX_core2_e0 -0.0\n", + "EX_glyglu_e0 -0.0\n", + "EX_sTn_antigen_e0 6.252776074688882e-13\n", + "EX_cpd00166_e0 -0.0004668000000265238\n", + "EX_sphmyln_bt_e0 -0.00046680000000000007\n", + "EX_cpd00119_e0 -0.0\n", + "EX_cpd00029_e0 388.50652646011093\n", + "EX_ha_e0 -0.0\n", + "EX_cpd00205_e0 -0.0004668000000265238\n", + "EX_cpd00054_e0 -0.0\n", + "EX_cspg_b_degr_e0 -0.0\n", + "EX_cpd15605_e0 -0.0\n", + "EX_s2l2fn2m2masn_e0 -0.0\n", + "EX_cpd00305_e0 -0.0\n", + "EX_cpd00309_e0 68.09334315214431\n", + "EX_hspg_degr_9_e0 -0.0\n", + "EX_cpd00264_e0 -0.0\n", + "EX_cpd00731_e0 -0.0\n", + "EX_cpd00453_e0 -0.0\n", + "EX_cpd00098_e0 8.96141342555945e-14\n", + "EX_cpd00355_e0 -0.0\n", + "EX_cpd00058_e0 -0.0\n", + "EX_cpd00036_e0 -0.0\n", + "EX_isoval_e0 -0.0\n", + "EX_kesto_e0 -0.0\n", + "EX_cpd00048_e0 -0.0\n", + "EX_cpd00023_e0 -0.0\n", + "EX_cpd00161_e0 -0.0\n", + "EX_cpd00117_e0 -0.0\n", + "EX_cspg_a_degr_e0 -0.0\n", + "EX_cpd15494_e0 -0.0\n", + "EX_cpd15551_e0 -0.0\n", + "EX_levan1000_e0 -0.0\n", + "EX_cpd11583_e0 2.8421709430404007e-13\n", + "EX_cpd00182_e0 -0.0\n", + "EX_cpd01399_e0 -0.0\n", + "EX_cpd00751_e0 -0.0\n", + "EX_cpd00221_e0 -0.0\n", + "EX_cpd00159_e0 -0.0\n", + "EX_cpd00363_e0 -0.0\n", + "EX_cpd00703_e0 -0.0\n", + "EX_ha_deg1_e0 -0.0\n", + "EX_cpd00644_e0 -0.0\n", + "EX_7ocholate_e0 9.102377529998796e-13\n", + "SK_cpd11416_c0 0.1\n", + "SK_cpd02701_c0 0.00046680000000000007\n" + ] + } + ], + "source": [ + "print(len(FBAHelper.solution_to_variables_dict(sol, model)))\n", + "\n", + "for k,v in sol.fluxes.items():\n", + " print(k,v)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "4e8f4642", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 0 <= 12ETHDt_c0 <= 1000\n" + ] + } + ], + "source": [ + "for rxn in sol_dict:\n", + " print(type(rxn), rxn)\n", + " break" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "77174b2d", + "metadata": {}, + "outputs": [], + "source": [ + "from pprint import pprint\n", + "print(solutions)\n", + "pprint([(rxn, flux) for rxn, flux in sol_dict.items() if flux < 0])" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "4d8a1fe5", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# from modelseedpy.core.fbahelper import FBAHelper\n", + "# from pprint import pprint\n", + "# # for rxn in model1.reactions:\n", + "# for rxn in FBAHelper.bio_reactions(model1):\n", + "# pprint(dir(rxn))\n", + "# # print(type(rxn.flux_expression))\n", + "# print(type(rxn.forward_variable))\n", + "# break" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "a7c6beb7", + "metadata": {}, + "outputs": [ + { + "ename": "OptimizationError", + "evalue": "Solver status is 'undefined'.", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mOptimizationError\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [4]\u001b[0m, in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m get_ipython()\u001b[38;5;241m.\u001b[39mrun_line_magic(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mrun\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m../../ModelSEEDpy/modelseedpy/fbapkg/reactionusepkg.py\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[0;32m 2\u001b[0m \u001b[38;5;66;03m# min_media.pkgmgr.removepkgobj(min_media)\u001b[39;00m\n\u001b[1;32m----> 3\u001b[0m min_media \u001b[38;5;241m=\u001b[39m \u001b[43mMinimalMedia\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodel1\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\fbapkg\\reactionusepkg.py:101\u001b[0m, in \u001b[0;36mMinimalMedia.__init__\u001b[1;34m(self, model, min_growth)\u001b[0m\n\u001b[0;32m 98\u001b[0m \u001b[38;5;66;03m## omit the solution from the next search\u001b[39;00m\n\u001b[0;32m 99\u001b[0m BaseFBAPkg\u001b[38;5;241m.\u001b[39mbuild_constraint(\u001b[38;5;28mself\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmet\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;28mlen\u001b[39m(sol_dict)\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m, \u001b[38;5;28mlen\u001b[39m(sol_dict)\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m1\u001b[39m, \n\u001b[0;32m 100\u001b[0m coef\u001b[38;5;241m=\u001b[39msol_dict, cobra_obj\u001b[38;5;241m=\u001b[39m\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msol\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mlen\u001b[39m(solutions)\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m--> 101\u001b[0m sol \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmodel\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptimize\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 102\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m solutions:\n\u001b[0;32m 103\u001b[0m logger\u001b[38;5;241m.\u001b[39merror(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mNo simulations were feasible.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\core\\model.py:1090\u001b[0m, in \u001b[0;36mModel.optimize\u001b[1;34m(self, objective_sense, raise_error)\u001b[0m\n\u001b[0;32m 1086\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobjective\u001b[38;5;241m.\u001b[39mdirection \u001b[38;5;241m=\u001b[39m {\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmaximize\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmax\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mminimize\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmin\u001b[39m\u001b[38;5;124m\"\u001b[39m}\u001b[38;5;241m.\u001b[39mget(\n\u001b[0;32m 1087\u001b[0m objective_sense, original_direction\n\u001b[0;32m 1088\u001b[0m )\n\u001b[0;32m 1089\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mslim_optimize()\n\u001b[1;32m-> 1090\u001b[0m solution \u001b[38;5;241m=\u001b[39m \u001b[43mget_solution\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mraise_error\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mraise_error\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 1091\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mobjective\u001b[38;5;241m.\u001b[39mdirection \u001b[38;5;241m=\u001b[39m original_direction\n\u001b[0;32m 1092\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m solution\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\core\\solution.py:236\u001b[0m, in \u001b[0;36mget_solution\u001b[1;34m(model, reactions, metabolites, raise_error)\u001b[0m\n\u001b[0;32m 210\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mget_solution\u001b[39m(model, reactions\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, metabolites\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m, raise_error\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m):\n\u001b[0;32m 211\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m 212\u001b[0m \u001b[38;5;124;03m Generate a solution representation of the current solver state.\u001b[39;00m\n\u001b[0;32m 213\u001b[0m \n\u001b[1;32m (...)\u001b[0m\n\u001b[0;32m 234\u001b[0m \u001b[38;5;124;03m legacy solvers.\u001b[39;00m\n\u001b[0;32m 235\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[1;32m--> 236\u001b[0m \u001b[43mcheck_solver_status\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodel\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msolver\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mstatus\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mraise_error\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mraise_error\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m 237\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m reactions \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[0;32m 238\u001b[0m reactions \u001b[38;5;241m=\u001b[39m model\u001b[38;5;241m.\u001b[39mreactions\n", + "File \u001b[1;32m~\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\util\\solver.py:560\u001b[0m, in \u001b[0;36mcheck_solver_status\u001b[1;34m(status, raise_error)\u001b[0m\n\u001b[0;32m 556\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m OptimizationError(\n\u001b[0;32m 557\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mModel is not optimized yet or solver context has been switched.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m 558\u001b[0m )\n\u001b[0;32m 559\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m--> 560\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m OptimizationError(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mSolver status is \u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mstatus\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m.\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", + "\u001b[1;31mOptimizationError\u001b[0m: Solver status is 'undefined'." + ] + } + ], + "source": [ + "%run ../../ModelSEEDpy/modelseedpy/fbapkg/reactionusepkg.py\n", + "# min_media.pkgmgr.removepkgobj(min_media)\n", + "min_media = MinimalMedia(model1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a19bd0b4", + "metadata": {}, + "outputs": [], + "source": [ + "# # from modelseedpy.core.fbahelper import FBAHelper\n", + "# from pprint import pprint\n", + "# print(dir(model1.variables))\n", + "# # pprint(model1.variables)\n", + "# for var, value in model1.variables.items():\n", + "# # pprint(dir(var))\n", + "# print(type(var), var, type(value), value)\n", + "# # print(type(rxn.flux_expression))\n", + "# # print(type(rxn.forward_variable))\n", + "# break" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6ea04582-cae6-4ffe-a6b3-d620069d762c", + "metadata": {}, + "outputs": [], + "source": [ + "1.76583881e+05\n", + "1.77176550e+05" + ] + }, + { + "cell_type": "markdown", + "id": "4daa4b27", + "metadata": {}, + "source": [ + "# Test Jenga method" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "f20b513e", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\io\\dict.py:71: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.\n", + "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", + " value: Union[str, np.float, np.bool, Set, Dict]\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\io\\dict.py:71: DeprecationWarning: `np.bool` is a deprecated alias for the builtin `bool`. To silence this warning, use `bool` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.bool_` here.\n", + "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", + " value: Union[str, np.float, np.bool, Set, Dict]\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\requests\\__init__.py:102: RequestsDependencyWarning: urllib3 (1.26.9) or chardet (5.0.0)/charset_normalizer (2.0.12) doesn't match a supported version!\n", + " warnings.warn(\"urllib3 ({}) or chardet ({})/charset_normalizer ({}) doesn't match a supported \"\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "cobrakbase 0.2.8\n" + ] + } + ], + "source": [ + "import warnings\n", + "warnings.filterwarnings(action='once')\n", + "\n", + "# define the environment path \n", + "from pprint import pprint\n", + "from json import dump\n", + "import os\n", + "local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n", + "os.environ[\"HOME\"] = local_cobrakbase_path\n", + "\n", + "# import the models\n", + "import cobrakbase\n", + "token = 'CKYZK6AZ5V2CT5ILYP7JAXFPW3OLT6VF'\n", + "kbase_api = cobrakbase.KBaseAPI(token)\n", + "\n", + "model1 = kbase_api.get_from_ws(\"E_iAH991V2\",40576)\n", + "model2 = kbase_api.get_from_ws(\"E_iML1515.kb\",40576)\n", + "com_model = kbase_api.get_from_ws(\"CMM_iAH991V2_iML1515.kb\",40576)\n", + "models = [model1, model2]" + ] + }, + { + "cell_type": "markdown", + "id": "a1b3bb51", + "metadata": {}, + "source": [ + "### testing old logic" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "a608b906", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\minimal_medium.py:112: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " medium = pd.Series()\n" + ] + }, + { + "ename": "NameError", + "evalue": "name 'FBAHelper' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mNameError\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [2]\u001b[0m, in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m get_ipython()\u001b[38;5;241m.\u001b[39mrun_line_magic(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mrun\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m../../ModelSEED/old_jenga.py\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m----> 2\u001b[0m comm_media, jenga_removals \u001b[38;5;241m=\u001b[39m \u001b[43mminimal_community_media\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodels\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcom_model\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\Documents\\Argonne\\ModelSEED\\old_jenga.py:14\u001b[0m, in \u001b[0;36mminimal_community_media\u001b[1;34m(models, com_model, syntrophy, min_growth, conserved_cpds, export, printing)\u001b[0m\n\u001b[0;32m 12\u001b[0m media[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmembers\u001b[39m\u001b[38;5;124m\"\u001b[39m][model\u001b[38;5;241m.\u001b[39mid][\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmedia\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m minimal_medium(model, min_growth, minimize_components\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\u001b[38;5;241m.\u001b[39mto_dict()\n\u001b[0;32m 13\u001b[0m model\u001b[38;5;241m.\u001b[39mmedium \u001b[38;5;241m=\u001b[39m media[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmembers\u001b[39m\u001b[38;5;124m\"\u001b[39m][model\u001b[38;5;241m.\u001b[39mid][\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmedia\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[1;32m---> 14\u001b[0m media[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmembers\u001b[39m\u001b[38;5;124m\"\u001b[39m][model\u001b[38;5;241m.\u001b[39mid][\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msolution\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[43mFBAHelper\u001b[49m\u001b[38;5;241m.\u001b[39msolution_to_dict(model\u001b[38;5;241m.\u001b[39moptimize())\n\u001b[0;32m 15\u001b[0m media[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcommunity_media\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m FBAHelper\u001b[38;5;241m.\u001b[39msum_dict(model\u001b[38;5;241m.\u001b[39mmedium, media[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcommunity_media\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n\u001b[0;32m 17\u001b[0m \u001b[38;5;66;03m# subtract syntrophic interactions and remove satisfied fluxes\u001b[39;00m\n", + "\u001b[1;31mNameError\u001b[0m: name 'FBAHelper' is not defined" + ] + } + ], + "source": [ + "%run ../../ModelSEED/old_jenga.py\n", + "comm_media, jenga_removals = minimal_community_media(models, com_model)" + ] + }, + { + "cell_type": "markdown", + "id": "27b70f7d-2879-44ea-9c66-a7c2aa3a52db", + "metadata": {}, + "source": [ + "### testing new logic" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "08570eb8", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\minimal_medium.py:112: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " medium = pd.Series()\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "iML1515\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\minimal_medium.py:112: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " medium = pd.Series()\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial media defined with 22 exchanges\n", + "Syntrophic fluxes examined after 0.0 minutes, with 2 change(s): {'values_changed': {\"root['EX_cpd00009_e0']\": {'new_value': 0.9808146999971643, 'old_value': 0.17640199999755168}, \"root['EX_cpd10515_e0']\": {'new_value': 12.853568999968639, 'old_value': 0.0009336000000000001}}}\n", + "The 40320 permutations of the {'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd01017_e0', 'EX_cpd03702_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'} redundant compounds, from absolute tolerance of 1e-4, will be examined.\n", + "('EX_cpd10515_e0', 'EX_cpd00048_e0')\n", + "('EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03702_e0')\n", + "('EX_cpd10515_e0', 'EX_cpd01017_e0', 'EX_cpd00028_e0')\n", + "('EX_cpd10515_e0', 'EX_cpd03702_e0', 'EX_cpd00048_e0')\n", + "('EX_cpd10515_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0')\n", + "('EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00048_e0')\n", + "('EX_cpd10515_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0')\n", + "('EX_cpd00048_e0', 'EX_cpd03702_e0', 'EX_cpd10515_e0')\n", + "('EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd03702_e0')\n", + "('EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0')\n", + "('EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd10515_e0')\n", + "('EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0')\n", + "('EX_cpd03702_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0')\n", + "('EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0')\n", + "('EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0')\n", + "('EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0')\n", + "('EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0')\n", + "('EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0')\n", + "('EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0')\n", + "('EX_cpd03702_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0')\n", + "('EX_cpd03702_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0')\n", + "('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0')\n", + "('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0')\n", + "('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03702_e0')\n", + "('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0')\n", + "('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0')\n", + "('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03702_e0', 'EX_cpd00104_e0')\n", + "('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0')\n", + "('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03702_e0')\n", + "('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01017_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0')\n", + "('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01017_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0')\n", + "('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0')\n", + "('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0')\n", + "('EX_cpd00028_e0', 'EX_cpd01017_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0')\n", + "('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0')\n", + "('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01017_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0')\n", + "[('EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'), ('EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'), ('EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'), ('EX_cpd03702_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'), ('EX_cpd03702_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'), ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'), ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'), ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03702_e0'), ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'), ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'), ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03702_e0', 'EX_cpd00104_e0'), ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'), ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03702_e0'), ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01017_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'), ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01017_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'), ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'), ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'), ('EX_cpd00028_e0', 'EX_cpd01017_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'), ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'), ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01017_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0')]\n", + "[]\n", + "Unique paths:\n", + "20 [('EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'), ('EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'), ('EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03725_e0', 'EX_cpd00048_e0'), ('EX_cpd03702_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'), ('EX_cpd03702_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0', 'EX_cpd00028_e0'), ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0'), ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'), ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd03702_e0'), ('EX_cpd03725_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'), ('EX_cpd03725_e0', 'EX_cpd00028_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'), ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03702_e0', 'EX_cpd00104_e0'), ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'), ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03702_e0'), ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01017_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0'), ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd01017_e0', 'EX_cpd00104_e0', 'EX_cpd00009_e0'), ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0'), ('EX_cpd00028_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'), ('EX_cpd00028_e0', 'EX_cpd01017_e0', 'EX_cpd00009_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0'), ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0'), ('EX_cpd00009_e0', 'EX_cpd10515_e0', 'EX_cpd01017_e0', 'EX_cpd00104_e0', 'EX_cpd00028_e0')]\n", + "{14397: [('EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0')]}\n", + "{14397: [('EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'), ('EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0')]}\n", + "{14397: [('EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'), ('EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'), ('EX_cpd03702_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0')]}\n", + "{14397: [('EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'), ('EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'), ('EX_cpd03702_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'), ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03702_e0', 'EX_cpd00104_e0')]}\n", + "{14397: [('EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'), ('EX_cpd03702_e0', 'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd10515_e0'), ('EX_cpd03702_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00028_e0'), ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd03702_e0', 'EX_cpd00104_e0'), ('EX_cpd00028_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00104_e0', 'EX_cpd03702_e0')]}\n", + "EX_cpd03702_e0 removed\n", + "EX_cpd00028_e0 removed\n", + "EX_cpd00104_e0 removed\n", + "EX_cpd10515_e0 removed\n", + "EX_cpd00048_e0 removed\n", + "{'EX_cpd00007_e0': 1000.0,\n", + " 'EX_cpd00009_e0': 0.9808146999971643,\n", + " 'EX_cpd00030_e0': 0.0005359000000265238,\n", + " 'EX_cpd00034_e0': 0.0005009000000265238,\n", + " 'EX_cpd00058_e0': 7.09e-05,\n", + " 'EX_cpd00063_e0': 0.0009873000000197862,\n", + " 'EX_cpd00099_e0': 0.0005204999999932625,\n", + " 'EX_cpd00149_e0': 0.0004693000000265238,\n", + " 'EX_cpd00166_e0': 0.0004668000000265238,\n", + " 'EX_cpd00205_e0': 0.019986099999982798,\n", + " 'EX_cpd00244_e0': 3.23e-05,\n", + " 'EX_cpd00254_e0': 0.0013343000000531902,\n", + " 'EX_cpd00971_e0': 0.00046679999809384753,\n", + " 'EX_cpd01017_e0': 441.5101987604282,\n", + " 'EX_cpd03725_e0': 500.33513180000017,\n", + " 'EX_cpd11574_e0': 7.000000000000001e-07,\n", + " 'EX_sphmyln_bt_e0': 0.00046680000000000007}\n", + "Jenga fluxes examined after 18.6296875 minutes, with 5 change(s): {'dictionary_item_removed': [root['EX_cpd00028_e0'], root['EX_cpd10515_e0'], root['EX_cpd00104_e0'], root['EX_cpd03702_e0'], root['EX_cpd00048_e0']]}\n" + ] + } + ], + "source": [ + "%run ../../ModelSEED/ModelSEEDpy/modelseedpy/core/minimalmediapkg.py\n", + "comm_media, jenga_removals = MinimalMediaPkg.jenga_method(models, com_model)" + ] + }, + { + "cell_type": "markdown", + "id": "9cdee4bc", + "metadata": {}, + "source": [ + "### working example" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "cb10f619", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\community\\mscommunity.py:213: DeprecationWarning: invalid escape sequence \\d\n", + " if re.search('^(bio)(\\d+)$', rxn.id):\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\minimal_medium.py:112: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " medium = pd.Series()\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\minimal_medium.py:112: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " medium = pd.Series()\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial media defined with 22 exchanges\n", + "Syntrophic fluxes examined after 0.0 minutes, with 2 change(s): {'values_changed': {\"root['EX_cpd10515_e0']\": {'new_value': 6.8362962026137515, 'old_value': 0.0009336000000000001}, \"root['EX_cpd00009_e0']\": {'new_value': 2.9779716628444723, 'old_value': 0.17640200000573714}}}\n", + "The 40320 permutations of the {'EX_cpd00028_e0', 'EX_cpd00296_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd00007_e0'} redundant compounds, from absolute tolerance of 1e-4, will be examined.\n", + "Unique combinations:\n", + "6 [{'EX_cpd00028_e0', 'EX_cpd00296_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0'}, {'EX_cpd00028_e0', 'EX_cpd00296_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd03725_e0'}, {'EX_cpd00028_e0', 'EX_cpd00296_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00007_e0'}, {'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0'}, {'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd00048_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0'}, {'EX_cpd00028_e0', 'EX_cpd00104_e0', 'EX_cpd10515_e0', 'EX_cpd00009_e0', 'EX_cpd00007_e0'}]\n", + "10991\n", + "4201\n", + "10950\n", + "10704\n", + "3914\n", + "10663\n", + "{'EX_cpd00007_e0': 1000,\n", + " 'EX_cpd00009_e0': 2.9779716628444723,\n", + " 'EX_cpd00028_e0': 0.0004668000000265238,\n", + " 'EX_cpd00030_e0': 0.0005359000000265238,\n", + " 'EX_cpd00034_e0': 0.0005009000000265238,\n", + " 'EX_cpd00048_e0': 0.025181600000034356,\n", + " 'EX_cpd00058_e0': 7.09e-05,\n", + " 'EX_cpd00063_e0': 0.0009873000000197862,\n", + " 'EX_cpd00099_e0': 0.0005204999999932625,\n", + " 'EX_cpd00104_e0': 2e-07,\n", + " 'EX_cpd00149_e0': 0.0004693000000265238,\n", + " 'EX_cpd00166_e0': 0.0004668000000265238,\n", + " 'EX_cpd00205_e0': 0.019986099999982798,\n", + " 'EX_cpd00244_e0': 3.23e-05,\n", + " 'EX_cpd00254_e0': 0.0013343000000531902,\n", + " 'EX_cpd00296_e0': 261.78999720518283,\n", + " 'EX_cpd00971_e0': 0.0004668000001402106,\n", + " 'EX_cpd01017_e0': 824.2636444260851,\n", + " 'EX_cpd03725_e0': 657.6688983940277,\n", + " 'EX_cpd10515_e0': 6.8362962026137515,\n", + " 'EX_cpd11574_e0': 7.000000000000001e-07,\n", + " 'EX_sphmyln_bt_e0': 0.0004668000000129604}\n" + ] + } + ], + "source": [ + "%run ../../ModelSEEDpy/modelseedpy/community/mscommunity.py\n", + "comm_media, jenga_removals = MSCommunity.estimate_minimal_community_media(models, com_model)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "4037a742", + "metadata": {}, + "outputs": [], + "source": [ + "# comm_media[\"community_media\"]\n", + "import json\n", + "with open(com_model.id+\"_media.json\", 'w') as out:\n", + " json.dump(comm_media, out, indent=3)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "9be5951e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'dictionary_item_removed': [root['EX_cpd10515_e0'], root['EX_cpd00028_e0'], root['EX_cpd00296_e0'], root['EX_cpd00104_e0'], root['EX_cpd00048_e0']]}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[root['EX_cpd10515_e0'], root['EX_cpd00028_e0'], root['EX_cpd00296_e0'], root['EX_cpd00104_e0'], root['EX_cpd00048_e0']]\n", + "5\n" + ] + } + ], + "source": [ + "display(jenga_removals)\n", + "print(list(jenga_removals.values())[0])\n", + "changed_quantity = len(list(jenga_removals.values())[0])\n", + "print(changed_quantity)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "de579f43", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'community_media': {'EX_cpd00007_e0': 1000,\n", + " 'EX_sphmyln_bt_e0': 0.0004668000000129604,\n", + " 'EX_cpd01017_e0': 824.2636444260851,\n", + " 'EX_cpd00149_e0': 0.0004693000000265238,\n", + " 'EX_cpd00009_e0': 2.9779716628444723,\n", + " 'EX_cpd00166_e0': 0.0004668000000265238,\n", + " 'EX_cpd00205_e0': 0.019986099999982798,\n", + " 'EX_cpd00254_e0': 0.0013343000000531902,\n", + " 'EX_cpd00034_e0': 0.0005009000000265238,\n", + " 'EX_cpd00063_e0': 0.0009873000000197862,\n", + " 'EX_cpd00971_e0': 0.0004668000001402106,\n", + " 'EX_cpd00030_e0': 0.0005359000000265238,\n", + " 'EX_cpd00099_e0': 0.0005204999999932625,\n", + " 'EX_cpd03725_e0': 657.6688983940277,\n", + " 'EX_cpd00058_e0': 7.09e-05,\n", + " 'EX_cpd00244_e0': 3.23e-05,\n", + " 'EX_cpd11574_e0': 7.000000000000001e-07},\n", + " 'members': {'Bacteroides_thetaiotaomicron_VPI-5482.fbamdl.23': {'media': {'EX_cpd00007_e0': 1000.0,\n", + " 'EX_sphmyln_bt_e0': 0.0004668000000129604,\n", + " 'EX_cpd01017_e0': 824.2636444260851,\n", + " 'EX_cpd00149_e0': 0.0004668000000265238,\n", + " 'EX_cpd10515_e0': 0.0009336000000000001,\n", + " 'EX_cpd00009_e0': 0.17640200000573714,\n", + " 'EX_cpd00166_e0': 0.0004668000000265238,\n", + " 'EX_cpd00028_e0': 0.0004668000000265238,\n", + " 'EX_cpd00205_e0': 0.0004668000000265238,\n", + " 'EX_cpd00254_e0': 0.0004668000000265238,\n", + " 'EX_cpd00034_e0': 0.0004668000000265238,\n", + " 'EX_cpd00063_e0': 0.0004668000000265238,\n", + " 'EX_cpd00971_e0': 0.0004668000001402106,\n", + " 'EX_cpd00030_e0': 0.0004668000000265238},\n", + " 'solution': {'12ETHDt_c0': -0.0018672000000606339,\n", + " '12PPDRt_c0': 0.0,\n", + " '12PPDt_c0': 0.0,\n", + " '23PDE2_c0': 0.0,\n", + " '23PDE4_c0': 0.0,\n", + " '23PDE7_c0': 0.0,\n", + " '23PDE9_c0': 0.0,\n", + " '26DAPLLATi_c0': 0.0,\n", + " '2AMEPHPAT_c0': -0.00046680000001515846,\n", + " '2FUCLAC__DASH__FUCASEe_c0': 0.0,\n", + " '2MBCOATA_c0': 0.014907200000484021,\n", + " '2MMALD_c0': 0.04316220000140154,\n", + " '2MMALD2_c0': 0.04316220000140154,\n", + " '3DSPHR_c0': -0.00046680000001515846,\n", + " '3FUCLAC__DASH__FUCASEe_c0': 0.0,\n", + " '3HACPR1_c0': 0.00046680000001515846,\n", + " '3HACPR2_c0': 0.00046680000001515846,\n", + " '3HAD100_c0': 0.022871800000742716,\n", + " '3HAD10M11_c0': 0.006388800000207464,\n", + " '3HAD10M12_c0': 0.014907200000484021,\n", + " '3HAD11M12_c0': 0.019264000000625562,\n", + " '3HAD120_c0': 0.018612600000604405,\n", + " '3HAD121_c0': 0.004259200000138309,\n", + " '3HAD12M13_c0': 0.006388800000207464,\n", + " '3HAD12M14_c0': 0.014907200000484021,\n", + " '3HAD13M14_c0': 0.019264000000625562,\n", + " '3HAD140_c0': 0.012408400000402938,\n", + " '3HAD141_c0': 0.004259200000138309,\n", + " '3HAD14M15_c0': 0.0,\n", + " '3HAD14M16_c0': 0.008518400000276618,\n", + " '3HAD15M16_c0': 0.008985200000291776,\n", + " '3HAD160_c0': 0.0,\n", + " '3HAD161_c0': 0.004259200000138309,\n", + " '3HAD180_c0': 0.008518400000276618,\n", + " '3HAD181_c0': 0.004259200000138309,\n", + " '3HAD40_c0': 0.022871800000742716,\n", + " '3HAD4M5_c0': 0.006388800000207464,\n", + " '3HAD4M6_c0': 0.014907200000484021,\n", + " 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0.03142340000102495,\n", + " 'ADSL2r_c0': 0.04822220000157046,\n", + " 'ADSS_c0': 0.03142340000102495,\n", + " 'AGDC_c0': 0.0,\n", + " 'AGDC2_c0': 0.0,\n", + " 'AGMD_c0': 0.00046680000001515846,\n", + " 'AGMHE_c0': 0.00389000000012632,\n", + " 'AGPAT120_c0': 0.0021296000000691545,\n", + " 'AGPAT140_c0': 0.004259200000138309,\n", + " 'AGPAT160_c0': 0.004259200000138309,\n", + " 'AGPAT180_c0': 0.004259200000138309,\n", + " 'AGPAT181_c0': 0.0021296000000691545,\n", + " 'AGPR_c0': -0.029294800000951287,\n", + " 'AHC_c0': 0.0028008000000909507,\n", + " 'AHCYSNS__DASH__r_c0': 0.0,\n", + " 'AHEXASE2e_c0': 0.0,\n", + " 'AHEXASE3e_c0': 0.0,\n", + " 'AHEXASEe_c0': 0.0,\n", + " 'AHMMPS_c0': 0.00046680000001515846,\n", + " 'AHSERL2_c0': 0.0,\n", + " 'AHSERL3_c0': 0.0,\n", + " 'AICART_c0': 0.05748450000187123,\n", + " 'AIHPDCOATA_c0': 0.008518400000276618,\n", + " 'AIPDCOATA_c0': 0.006388800000207464,\n", + " 'AIRC2_c0': 0.0,\n", + " 'AIRC3_c0': 0.0,\n", + " 'AIRCr_c0': -0.04822220000157046,\n", + " 'AKP1_c0': 0.0014004000000454753,\n", + " 'ALAALA_c0': 0.009247600000300296,\n", + " 'ALAALADe_c0': 0.0,\n", + " 'ALAASP1c_c0': 0.0,\n", + " 'ALAASPt_c0': 0.0,\n", + " 'ALAD__DASH__R_c0': -0.07821560000253991,\n", + " 'ALAGLN1c_c0': 0.0,\n", + " 'ALAGLNt_c0': 0.0,\n", + " 'ALAGLU1c_c0': 0.0,\n", + " 'ALAGLUt_c0': 0.0,\n", + " 'ALAGLY1c_c0': 0.0,\n", + " 'ALAGLYt_c0': 0.0,\n", + " 'ALAHIS1c_c0': 0.0,\n", + " 'ALAHISt_c0': 0.0,\n", + " 'ALALEU1c_c0': 0.0,\n", + " 'ALALEUt_c0': 0.0,\n", + " 'ALAR_c0': 0.018495200000600592,\n", + " 'ALATHR1c_c0': 0.0,\n", + " 'ALATHRt_c0': 0.0,\n", + " 'ALAt4r_c0': 0.0,\n", + " 'ALCD19_c0': 0.0,\n", + " 'ALCD2x_c0': 0.0,\n", + " 'ALKP_c0': 0.0,\n", + " 'ALR2_c0': 0.0,\n", + " 'ALR4x_c0': 0.0,\n", + " 'ALTRH_c0': 0.0,\n", + " 'AMAA_c0': 0.0,\n", + " 'AMALT1_c0': 0.0,\n", + " 'AMALT2_c0': 0.0,\n", + " 'AMALT3_c0': 0.0,\n", + " 'AMALT4_c0': 0.0,\n", + " 'AMANNANASEe_c0': 0.0,\n", + " 'AMAOTr_c0': 0.00046680000001515846,\n", + " 'AMMQLT10_c0': 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" 'rxn08168_c0': 0.00022779999999978363,\n", + " 'GSNt2pp_c0': 0.0,\n", + " 'rxn26464_c0': 0.0,\n", + " 'rxn01396_c0': 0.0,\n", + " 'FRUtex_e0': 0.0,\n", + " 'rxn02937_c0': 2.2300000000030425e-05,\n", + " 'rxn00260_c0': -0.28180680000038594,\n", + " 'CPGNabcpp_c0': 0.0,\n", + " ...}}}}" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "{'dictionary_item_removed': [root['EX_cpd10515_e0'], root['EX_cpd00028_e0'], root['EX_cpd00296_e0'], root['EX_cpd00104_e0'], root['EX_cpd00048_e0']]}" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "display(comm_media, jenga_removals)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "d98196d1", + "metadata": { + "collapsed": true, + "jupyter": { + "outputs_hidden": true + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\community\\mscommunity.py:213: DeprecationWarning: invalid escape sequence \\d\n", + " if re.search('^(bio)(\\d+)$', rxn.id):\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\minimal_medium.py:112: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " medium = pd.Series()\n", + "C:\\Users\\Andrew Freiburger\\AppData\\Local\\Programs\\Python\\Python39\\lib\\site-packages\\cobra\\medium\\minimal_medium.py:112: FutureWarning: The default dtype for empty Series will be 'object' instead of 'float64' in a future version. Specify a dtype explicitly to silence this warning.\n", + " medium = pd.Series()\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Initial media defined with 23 exchanges\n", + "Syntrophic fluxes examined after 0.0 minutes, with 2 change(s): {'values_changed': {\"root['EX_cpd00009_e0']\": {'new_value': 2.982600809488827, 'old_value': 0.17640199999437353}, \"root['EX_cpd10515_e0']\": {'new_value': 6.892064499920052, 'old_value': 0.0009336000000000001}}}\n", + "The 362880 permutations of the {'EX_cpd00028_e0', 'EX_cpd00541_e0', 'EX_cpd00294_e0', 'EX_cpd00009_e0', 'EX_cpd03725_e0', 'EX_cpd10515_e0', 'EX_cpd00048_e0', 'EX_cpd00007_e0', 'EX_cpd00104_e0'} redundant compounds, from absolute tolerance of 1e-4, will be examined.\n", + "362879/362880\r" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\Andrew Freiburger\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\community\\mscommunity.py:213: DeprecationWarning: invalid escape sequence \\d\n", + " if re.search('^(bio)(\\d+)$', rxn.id):\n" + ] + }, + { + "ename": "KeyError", + "evalue": "0", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mKeyError\u001b[0m Traceback (most recent call last)", + "Input \u001b[1;32mIn [2]\u001b[0m, in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m get_ipython()\u001b[38;5;241m.\u001b[39mrun_line_magic(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mrun\u001b[39m\u001b[38;5;124m'\u001b[39m, \u001b[38;5;124m'\u001b[39m\u001b[38;5;124m../../ModelSEEDpy/modelseedpy/community/mscommunity.py\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m----> 2\u001b[0m comm_media, jenga_removals \u001b[38;5;241m=\u001b[39m \u001b[43mMSCommunity\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mestimate_minimal_community_media\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodels\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcom_model\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[1;32m~\\Documents\\Argonne\\ModelSEEDpy\\modelseedpy\\community\\mscommunity.py:701\u001b[0m, in \u001b[0;36mMSCommunity.estimate_minimal_community_media\u001b[1;34m(models, com_model, syntrophy, min_growth, conserved_cpds)\u001b[0m\n\u001b[0;32m 699\u001b[0m possible_removal_tracker \u001b[38;5;241m=\u001b[39m {best:[possible_removal]}\n\u001b[0;32m 700\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m cpdID_sum \u001b[38;5;241m==\u001b[39m best:\n\u001b[1;32m--> 701\u001b[0m \u001b[43mpossible_removal_tracker\u001b[49m\u001b[43m[\u001b[49m\u001b[43mbest\u001b[49m\u001b[43m]\u001b[49m\u001b[38;5;241m.\u001b[39mappend(possible_removal) \n\u001b[0;32m 702\u001b[0m cpds_to_remove \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mlist\u001b[39m(possible_removal_tracker\u001b[38;5;241m.\u001b[39mvalues())[\u001b[38;5;241m0\u001b[39m][\u001b[38;5;241m0\u001b[39m]\n\u001b[0;32m 703\u001b[0m pprint(media[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcommunity_media\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n", + "\u001b[1;31mKeyError\u001b[0m: 0" + ] + } + ], + "source": [ + "%run ../../ModelSEEDpy/modelseedpy/community/mscommunity.py\n", + "comm_media, jenga_removals = MSCommunity.estimate_minimal_community_media(models, com_model)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}